warning: commands will be executed using /bin/sh
job 1311 at Fri Jun 14 04:34:00 2013
FileBase	/isis3/andresg/Bud/buddy140_060813_reo/buddy140_060813_reo
ElecNo	7
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 1654790 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 551596 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 29123 members 
Mstep: Class 3 contains 28998 members 
Mstep: Class 4 contains 28888 members 
Mstep: Class 5 contains 29030 members 
Mstep: Class 6 contains 29189 members 
Mstep: Class 7 contains 28743 members 
Mstep: Class 8 contains 29089 members 
Mstep: Class 9 contains 28951 members 
Mstep: Class 10 contains 29097 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 28868 members 
Mstep: Class 13 contains 29103 members 
Mstep: Class 14 contains 29107 members 
Mstep: Class 15 contains 29171 members 
Mstep: Class 16 contains 28928 members 
Mstep: Class 17 contains 29066 members 
Mstep: Class 18 contains 28937 members 
Mstep: Class 19 contains 28924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 785.090759 but Gain 2148.343750
Score: -66681812.000000 Penalty: 38670.171875
Iteration 0F: 19 clusters Score -6.668181e+07 nChanged 522460
Entering Unmasked Mstep 
Mstep: Class 0 contains 770 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 46279 members 
Mstep: Class 3 contains 128675 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 2934 members 
Mstep: Class 7 contains 3210 members 
Mstep: Class 8 contains 47586 members 
Mstep: Class 9 contains 63881 members 
Mstep: Class 10 contains 18593 members 
Mstep: Class 11 contains 12140 members 
Mstep: Class 12 contains 49772 members 
Mstep: Class 13 contains 99758 members 
Mstep: Class 14 contains 15988 members 
Mstep: Class 15 contains 41091 members 
Mstep: Class 16 contains 1842 members 
Mstep: Class 17 contains 7741 members 
Mstep: Class 18 contains 416 members 
Mstep: Class 19 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 718.411499 but Gain 2148.343750
Score: -68875472.000000 Penalty: 36521.828125
Iteration 1F: 18 clusters Score -6.887547e+07 nChanged 132460
Entering Unmasked Mstep 
Mstep: Class 0 contains 636 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 41702 members 
Mstep: Class 3 contains 154598 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 7 contains 5134 members 
Mstep: Class 8 contains 40090 members 
Mstep: Class 9 contains 59071 members 
Mstep: Class 10 contains 12247 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 48094 members 
Mstep: Class 13 contains 121913 members 
Mstep: Class 14 contains 10570 members 
Mstep: Class 15 contains 35828 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 3332 members 
Mstep: Class 18 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1287.192383 but Gain 2148.343750
Score: -69004072.000000 Penalty: 34373.484375
Iteration 2F: 17 clusters Score -6.900407e+07 nChanged 118099
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 37432 members 
Mstep: Class 3 contains 157404 members 
Mstep: Class 5 contains 2757 members 
Mstep: Class 7 contains 8141 members 
Mstep: Class 8 contains 32033 members 
Mstep: Class 9 contains 50562 members 
Mstep: Class 10 contains 8075 members 
Mstep: Class 11 contains 3059 members 
Mstep: Class 12 contains 46724 members 
Mstep: Class 13 contains 153961 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 35364 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 1800 members 
Mstep: Class 18 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1656.266235 but Gain 2148.341797
Score: -69074792.000000 Penalty: 32225.142578
Iteration 3F: 16 clusters Score -6.907479e+07 nChanged 102387
Entering Unmasked Mstep 
Mstep: Class 0 contains 390 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 36901 members 
Mstep: Class 3 contains 145656 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 7 contains 9294 members 
Mstep: Class 8 contains 25404 members 
Mstep: Class 9 contains 43152 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 12 contains 47429 members 
Mstep: Class 13 contains 182083 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 39743 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 18 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1568.744873 but Gain 2148.341797
Score: -69123032.000000 Penalty: 30076.800781
Iteration 4F: 15 clusters Score -6.912303e+07 nChanged 84376
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 142250 members 
Mstep: Class 5 contains 2000 members 
Mstep: Class 7 contains 9212 members 
Mstep: Class 8 contains 20946 members 
Mstep: Class 9 contains 37915 members 
Mstep: Class 10 contains 4402 members 
Mstep: Class 12 contains 51251 members 
Mstep: Class 13 contains 185265 members 
Mstep: Class 14 contains 4146 members 
Mstep: Class 15 contains 47660 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 18 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69171712.000000 Penalty: 30076.800781
Iteration 5F: 15 clusters Score -6.917171e+07 nChanged 68835
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 44475 members 
Mstep: Class 3 contains 138616 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 7 contains 8829 members 
Mstep: Class 8 contains 17862 members 
Mstep: Class 9 contains 33796 members 
Mstep: Class 10 contains 3557 members 
Mstep: Class 12 contains 57242 members 
Mstep: Class 13 contains 177669 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 57736 members 
Mstep: Class 16 contains 3406 members 
Mstep: Class 18 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69216536.000000 Penalty: 30076.800781
Iteration 6F: 15 clusters Score -6.921654e+07 nChanged 58526
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 49979 members 
Mstep: Class 3 contains 131303 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 7 contains 8749 members 
Mstep: Class 8 contains 16017 members 
Mstep: Class 9 contains 30407 members 
Mstep: Class 10 contains 2895 members 
Mstep: Class 12 contains 63749 members 
Mstep: Class 13 contains 168598 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 68783 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 18 contains 1232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69256800.000000 Penalty: 30076.800781
Iteration 7F: 15 clusters Score -6.92568e+07 nChanged 50470
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 55923 members 
Mstep: Class 3 contains 123966 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 7 contains 8963 members 
Mstep: Class 8 contains 15098 members 
Mstep: Class 9 contains 27154 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 12 contains 69238 members 
Mstep: Class 13 contains 158492 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 15 contains 79789 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 18 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69292840.000000 Penalty: 30076.800781
Iteration 8F: 15 clusters Score -6.929284e+07 nChanged 44497
Entering Unmasked Mstep 
Mstep: Class 0 contains 300 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 62016 members 
Mstep: Class 3 contains 117254 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 7 contains 9443 members 
Mstep: Class 8 contains 15103 members 
Mstep: Class 9 contains 24163 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 12 contains 73908 members 
Mstep: Class 13 contains 147660 members 
Mstep: Class 14 contains 2194 members 
Mstep: Class 15 contains 89862 members 
Mstep: Class 16 contains 3416 members 
Mstep: Class 18 contains 1202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69325064.000000 Penalty: 30076.800781
Iteration 9F: 15 clusters Score -6.932506e+07 nChanged 39492
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 68051 members 
Mstep: Class 3 contains 110987 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 15700 members 
Mstep: Class 9 contains 21661 members 
Mstep: Class 10 contains 1804 members 
Mstep: Class 12 contains 77640 members 
Mstep: Class 13 contains 137499 members 
Mstep: Class 14 contains 2037 members 
Mstep: Class 15 contains 98574 members 
Mstep: Class 16 contains 3176 members 
Mstep: Class 18 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2041.440552 but Gain 2148.343750
Score: -69353464.000000 Penalty: 27928.457031
Iteration 10F: 14 clusters Score -6.935346e+07 nChanged 37256
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 74597 members 
Mstep: Class 3 contains 105113 members 
Mstep: Class 5 contains 1079 members 
Mstep: Class 7 contains 10502 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 20476 members 
Mstep: Class 12 contains 80735 members 
Mstep: Class 13 contains 128872 members 
Mstep: Class 14 contains 1893 members 
Mstep: Class 15 contains 105007 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 18 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69378944.000000 Penalty: 27928.457031
Iteration 11F: 14 clusters Score -6.937894e+07 nChanged 32513
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 80982 members 
Mstep: Class 3 contains 99265 members 
Mstep: Class 5 contains 984 members 
Mstep: Class 7 contains 11014 members 
Mstep: Class 8 contains 17923 members 
Mstep: Class 9 contains 19796 members 
Mstep: Class 12 contains 82841 members 
Mstep: Class 13 contains 121572 members 
Mstep: Class 14 contains 1591 members 
Mstep: Class 15 contains 109225 members 
Mstep: Class 16 contains 2884 members 
Mstep: Class 18 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69396184.000000 Penalty: 27928.457031
Iteration 12F: 14 clusters Score -6.939618e+07 nChanged 29333
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 87299 members 
Mstep: Class 3 contains 95059 members 
Mstep: Class 5 contains 910 members 
Mstep: Class 7 contains 11459 members 
Mstep: Class 8 contains 18893 members 
Mstep: Class 9 contains 19883 members 
Mstep: Class 12 contains 83983 members 
Mstep: Class 13 contains 115276 members 
Mstep: Class 14 contains 1328 members 
Mstep: Class 15 contains 111076 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 18 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69409680.000000 Penalty: 27928.457031
Iteration 13F: 14 clusters Score -6.940968e+07 nChanged 25977
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 93394 members 
Mstep: Class 3 contains 91387 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 7 contains 11822 members 
Mstep: Class 8 contains 19582 members 
Mstep: Class 9 contains 20669 members 
Mstep: Class 12 contains 84567 members 
Mstep: Class 13 contains 109968 members 
Mstep: Class 14 contains 1149 members 
Mstep: Class 15 contains 111707 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 18 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69419808.000000 Penalty: 27928.457031
Iteration 14Q: 14 clusters Score -6.941981e+07 nChanged 23013
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 99262 members 
Mstep: Class 3 contains 87946 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 7 contains 12064 members 
Mstep: Class 8 contains 19965 members 
Mstep: Class 9 contains 21934 members 
Mstep: Class 12 contains 84823 members 
Mstep: Class 13 contains 105331 members 
Mstep: Class 14 contains 1021 members 
Mstep: Class 15 contains 111859 members 
Mstep: Class 16 contains 2938 members 
Mstep: Class 18 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69426696.000000 Penalty: 27928.457031
Iteration 15Q: 14 clusters Score -6.94267e+07 nChanged 21901
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 105618 members 
Mstep: Class 3 contains 84632 members 
Mstep: Class 5 contains 713 members 
Mstep: Class 7 contains 12277 members 
Mstep: Class 8 contains 20123 members 
Mstep: Class 9 contains 23488 members 
Mstep: Class 12 contains 84672 members 
Mstep: Class 13 contains 100742 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 111550 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 18 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69432472.000000 Penalty: 27928.457031
Iteration 16Q: 14 clusters Score -6.943247e+07 nChanged 21942
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 111939 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 7 contains 12478 members 
Mstep: Class 8 contains 20109 members 
Mstep: Class 9 contains 25348 members 
Mstep: Class 12 contains 84000 members 
Mstep: Class 13 contains 96854 members 
Mstep: Class 14 contains 922 members 
Mstep: Class 15 contains 111067 members 
Mstep: Class 16 contains 3057 members 
Mstep: Class 18 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69436728.000000 Penalty: 27928.457031
Iteration 17Q: 14 clusters Score -6.943673e+07 nChanged 21791
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 117464 members 
Mstep: Class 3 contains 78027 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 19959 members 
Mstep: Class 9 contains 27536 members 
Mstep: Class 12 contains 83055 members 
Mstep: Class 13 contains 93536 members 
Mstep: Class 14 contains 898 members 
Mstep: Class 15 contains 110669 members 
Mstep: Class 16 contains 3102 members 
Mstep: Class 18 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69441432.000000 Penalty: 27928.457031
Iteration 18Q: 14 clusters Score -6.944143e+07 nChanged 21193
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 121270 members 
Mstep: Class 3 contains 75333 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 7 contains 12760 members 
Mstep: Class 8 contains 19652 members 
Mstep: Class 9 contains 29843 members 
Mstep: Class 12 contains 81788 members 
Mstep: Class 13 contains 91689 members 
Mstep: Class 14 contains 892 members 
Mstep: Class 15 contains 110367 members 
Mstep: Class 16 contains 3176 members 
Mstep: Class 18 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69445216.000000 Penalty: 27928.457031
Iteration 19Q: 14 clusters Score -6.944522e+07 nChanged 19505
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 123391 members 
Mstep: Class 3 contains 73203 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 7 contains 12877 members 
Mstep: Class 8 contains 19337 members 
Mstep: Class 9 contains 32147 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 91084 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 109959 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 18 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69449032.000000 Penalty: 27928.457031
Iteration 20F: 14 clusters Score -6.944903e+07 nChanged 18170
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 124359 members 
Mstep: Class 3 contains 71783 members 
Mstep: Class 5 contains 569 members 
Mstep: Class 7 contains 12989 members 
Mstep: Class 8 contains 19101 members 
Mstep: Class 9 contains 34525 members 
Mstep: Class 12 contains 79294 members 
Mstep: Class 13 contains 90974 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 109423 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 18 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69454120.000000 Penalty: 27928.457031
Iteration 21Q: 14 clusters Score -6.945412e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 124228 members 
Mstep: Class 3 contains 71363 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 7 contains 13119 members 
Mstep: Class 8 contains 18879 members 
Mstep: Class 9 contains 36773 members 
Mstep: Class 12 contains 78029 members 
Mstep: Class 13 contains 91174 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 108792 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 18 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69457760.000000 Penalty: 27928.457031
Iteration 22Q: 14 clusters Score -6.945776e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 123087 members 
Mstep: Class 3 contains 71691 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 7 contains 13218 members 
Mstep: Class 8 contains 18677 members 
Mstep: Class 9 contains 38975 members 
Mstep: Class 12 contains 76768 members 
Mstep: Class 13 contains 91811 members 
Mstep: Class 14 contains 917 members 
Mstep: Class 15 contains 108098 members 
Mstep: Class 16 contains 3354 members 
Mstep: Class 18 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69461864.000000 Penalty: 27928.457031
Iteration 23Q: 14 clusters Score -6.946186e+07 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 121214 members 
Mstep: Class 3 contains 72610 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 7 contains 13320 members 
Mstep: Class 8 contains 18601 members 
Mstep: Class 9 contains 41200 members 
Mstep: Class 12 contains 75504 members 
Mstep: Class 13 contains 92323 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 107509 members 
Mstep: Class 16 contains 3368 members 
Mstep: Class 18 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69465832.000000 Penalty: 27928.457031
Iteration 24Q: 14 clusters Score -6.946583e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 118782 members 
Mstep: Class 3 contains 74085 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 7 contains 13386 members 
Mstep: Class 8 contains 18616 members 
Mstep: Class 9 contains 43505 members 
Mstep: Class 12 contains 74229 members 
Mstep: Class 13 contains 92625 members 
Mstep: Class 14 contains 898 members 
Mstep: Class 15 contains 107003 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 18 contains 733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69469624.000000 Penalty: 27928.457031
Iteration 25Q: 14 clusters Score -6.946962e+07 nChanged 13244
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 115816 members 
Mstep: Class 3 contains 76024 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 7 contains 13465 members 
Mstep: Class 8 contains 18782 members 
Mstep: Class 9 contains 45820 members 
Mstep: Class 12 contains 73048 members 
Mstep: Class 13 contains 92852 members 
Mstep: Class 14 contains 895 members 
Mstep: Class 15 contains 106398 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 18 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69474256.000000 Penalty: 27928.457031
Iteration 26Q: 14 clusters Score -6.947426e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 112456 members 
Mstep: Class 3 contains 78160 members 
Mstep: Class 5 contains 443 members 
Mstep: Class 7 contains 13534 members 
Mstep: Class 8 contains 19083 members 
Mstep: Class 9 contains 48099 members 
Mstep: Class 12 contains 71932 members 
Mstep: Class 13 contains 92972 members 
Mstep: Class 14 contains 891 members 
Mstep: Class 15 contains 105935 members 
Mstep: Class 16 contains 3401 members 
Mstep: Class 18 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69478568.000000 Penalty: 27928.457031
Iteration 27Q: 14 clusters Score -6.947857e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 108900 members 
Mstep: Class 3 contains 80366 members 
Mstep: Class 5 contains 435 members 
Mstep: Class 7 contains 13596 members 
Mstep: Class 8 contains 19454 members 
Mstep: Class 9 contains 50437 members 
Mstep: Class 12 contains 70925 members 
Mstep: Class 13 contains 93023 members 
Mstep: Class 14 contains 889 members 
Mstep: Class 15 contains 105460 members 
Mstep: Class 16 contains 3399 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69482824.000000 Penalty: 27928.457031
Iteration 28Q: 14 clusters Score -6.948282e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 105507 members 
Mstep: Class 3 contains 82650 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 19726 members 
Mstep: Class 9 contains 52896 members 
Mstep: Class 12 contains 69954 members 
Mstep: Class 13 contains 92909 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 104784 members 
Mstep: Class 16 contains 3426 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69488048.000000 Penalty: 27928.457031
Iteration 29Q: 14 clusters Score -6.948805e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 102582 members 
Mstep: Class 3 contains 84878 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 7 contains 13724 members 
Mstep: Class 8 contains 19948 members 
Mstep: Class 9 contains 55346 members 
Mstep: Class 12 contains 69021 members 
Mstep: Class 13 contains 92655 members 
Mstep: Class 14 contains 889 members 
Mstep: Class 15 contains 103869 members 
Mstep: Class 16 contains 3446 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69492488.000000 Penalty: 27928.457031
Iteration 30Q: 14 clusters Score -6.949249e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 100250 members 
Mstep: Class 3 contains 87018 members 
Mstep: Class 5 contains 411 members 
Mstep: Class 7 contains 13792 members 
Mstep: Class 8 contains 20029 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 12 contains 68109 members 
Mstep: Class 13 contains 92280 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 15 contains 102816 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69496376.000000 Penalty: 27928.457031
Iteration 31Q: 14 clusters Score -6.949638e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 98466 members 
Mstep: Class 3 contains 89165 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 7 contains 13857 members 
Mstep: Class 8 contains 19967 members 
Mstep: Class 9 contains 59808 members 
Mstep: Class 12 contains 67174 members 
Mstep: Class 13 contains 91728 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 101692 members 
Mstep: Class 16 contains 3537 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69499080.000000 Penalty: 27928.457031
Iteration 32Q: 14 clusters Score -6.949908e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 96954 members 
Mstep: Class 3 contains 91410 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 7 contains 13925 members 
Mstep: Class 8 contains 19721 members 
Mstep: Class 9 contains 61809 members 
Mstep: Class 12 contains 66227 members 
Mstep: Class 13 contains 91232 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 100491 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69502160.000000 Penalty: 27928.457031
Iteration 33Q: 14 clusters Score -6.950216e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 95699 members 
Mstep: Class 3 contains 93562 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 7 contains 13968 members 
Mstep: Class 8 contains 19375 members 
Mstep: Class 9 contains 63654 members 
Mstep: Class 12 contains 65365 members 
Mstep: Class 13 contains 90595 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 99491 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69504568.000000 Penalty: 27928.457031
Iteration 34Q: 14 clusters Score -6.950457e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 94710 members 
Mstep: Class 3 contains 95648 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 7 contains 14034 members 
Mstep: Class 8 contains 18965 members 
Mstep: Class 9 contains 65363 members 
Mstep: Class 12 contains 64555 members 
Mstep: Class 13 contains 89909 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 98475 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506296.000000 Penalty: 27928.457031
Iteration 35Q: 14 clusters Score -6.95063e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 93830 members 
Mstep: Class 3 contains 97736 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 7 contains 14108 members 
Mstep: Class 8 contains 18510 members 
Mstep: Class 9 contains 67017 members 
Mstep: Class 12 contains 63730 members 
Mstep: Class 13 contains 89216 members 
Mstep: Class 14 contains 885 members 
Mstep: Class 15 contains 97480 members 
Mstep: Class 16 contains 3609 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69507952.000000 Penalty: 27928.457031
Iteration 36Q: 14 clusters Score -6.950795e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 93117 members 
Mstep: Class 3 contains 99625 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 7 contains 14160 members 
Mstep: Class 8 contains 17986 members 
Mstep: Class 9 contains 68652 members 
Mstep: Class 12 contains 62919 members 
Mstep: Class 13 contains 88524 members 
Mstep: Class 14 contains 885 members 
Mstep: Class 15 contains 96615 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69509336.000000 Penalty: 27928.457031
Iteration 37Q: 14 clusters Score -6.950934e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 92588 members 
Mstep: Class 3 contains 101238 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 7 contains 14210 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 70189 members 
Mstep: Class 12 contains 62009 members 
Mstep: Class 13 contains 87871 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 96065 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69510472.000000 Penalty: 27928.457031
Iteration 38Q: 14 clusters Score -6.951047e+07 nChanged 6769
Entering ConstructFrom: 
Score: -69510472.000000 Penalty: 27928.457031
Entering ConstructFrom: 
Trying to split cluster 1 (4144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Entering Unmasked Estep 
Score: -514626.437500 Penalty: 1353.530273
	Iteration 0F: 2 clusters Score -514626.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -511168.218750 Penalty: 2707.060547
	Iteration 0F: 3 clusters Score -511168.2 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -512070.062500 Penalty: 2707.060547
	Iteration 1F: 3 clusters Score -512070.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -512234.093750 Penalty: 2707.060547
	Iteration 2F: 3 clusters Score -512234.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -512340.218750 Penalty: 2707.060547
	Iteration 3F: 3 clusters Score -512340.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -512419.625000 Penalty: 2707.060547
	Iteration 4Q: 3 clusters Score -512419.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -512493.812500 Penalty: 2707.060547
	Iteration 5Q: 3 clusters Score -512493.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -512557.062500 Penalty: 2707.060547
	Iteration 6Q: 3 clusters Score -512557.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -512611.468750 Penalty: 2707.060547
	Iteration 7Q: 3 clusters Score -512611.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -512658.656250 Penalty: 2707.060547
	Iteration 8Q: 3 clusters Score -512658.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -512700.406250 Penalty: 2707.060547
	Iteration 9Q: 3 clusters Score -512700.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -512739.812500 Penalty: 2707.060547
	Iteration 10Q: 3 clusters Score -512739.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -512781.125000 Penalty: 2707.060547
	Iteration 11Q: 3 clusters Score -512781.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -512822.437500 Penalty: 2707.060547
	Iteration 12Q: 3 clusters Score -512822.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -512864.937500 Penalty: 2707.060547
	Iteration 13Q: 3 clusters Score -512864.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -512913.218750 Penalty: 2707.060547
	Iteration 14Q: 3 clusters Score -512913.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -512960.875000 Penalty: 2707.060547
	Iteration 15Q: 3 clusters Score -512960.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -513006.656250 Penalty: 2707.060547
	Iteration 16Q: 3 clusters Score -513006.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -513053.593750 Penalty: 2707.060547
	Iteration 17Q: 3 clusters Score -513053.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -513111.281250 Penalty: 2707.060547
	Iteration 18Q: 3 clusters Score -513111.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -513153.875000 Penalty: 2707.060547
	Iteration 19Q: 3 clusters Score -513153.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -513198.281250 Penalty: 2707.060547
	Iteration 20F: 3 clusters Score -513198.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -513253.718750 Penalty: 2707.060547
	Iteration 21Q: 3 clusters Score -513253.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -513284.500000 Penalty: 2707.060547
	Iteration 22Q: 3 clusters Score -513284.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -513307.312500 Penalty: 2707.060547
	Iteration 23Q: 3 clusters Score -513307.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -513322.406250 Penalty: 2707.060547
	Iteration 24Q: 3 clusters Score -513322.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -513335.750000 Penalty: 2707.060547
	Iteration 25Q: 3 clusters Score -513335.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -513349.906250 Penalty: 2707.060547
	Iteration 26Q: 3 clusters Score -513349.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -513360.468750 Penalty: 2707.060547
	Iteration 27Q: 3 clusters Score -513360.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -513366.812500 Penalty: 2707.060547
	Iteration 28Q: 3 clusters Score -513366.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -513369.656250 Penalty: 2707.060547
	Iteration 29Q: 3 clusters Score -513369.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -513373.281250 Penalty: 2707.060547
	Iteration 30Q: 3 clusters Score -513373.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -513373.562500 Penalty: 2707.060547
	Iteration 31Q: 3 clusters Score -513373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -513375.687500 Penalty: 2707.060547
	Iteration 32Q: 3 clusters Score -513375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -513377.406250 Penalty: 2707.060547
	Iteration 33Q: 3 clusters Score -513377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -513377.875000 Penalty: 2707.060547
	Iteration 34Q: 3 clusters Score -513377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -513378.062500 Penalty: 2707.060547
	Iteration 35Q: 3 clusters Score -513378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -513378.843750 Penalty: 2707.060547
	Iteration 36Q: 3 clusters Score -513378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -513378.843750 Penalty: 2707.060547
	Iteration 37F: 3 clusters Score -513378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Entering Unmasked Estep 
Score: -11876035.000000 Penalty: 1857.854492
	Iteration 0F: 2 clusters Score -1.187604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -11816262.000000 Penalty: 3715.708984
	Iteration 0F: 3 clusters Score -1.181626e+07 nChanged 44065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -11841448.000000 Penalty: 3715.708984
	Iteration 1F: 3 clusters Score -1.184145e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -11842437.000000 Penalty: 3715.708984
	Iteration 2Q: 3 clusters Score -1.184244e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -11843830.000000 Penalty: 3715.708984
	Iteration 3Q: 3 clusters Score -1.184383e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -11846271.000000 Penalty: 3715.708984
	Iteration 4F: 3 clusters Score -1.184627e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -11850057.000000 Penalty: 3715.708984
	Iteration 5F: 3 clusters Score -1.185006e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -11855519.000000 Penalty: 3715.708984
	Iteration 6F: 3 clusters Score -1.185552e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -11862202.000000 Penalty: 3715.708984
	Iteration 7F: 3 clusters Score -1.18622e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -11868251.000000 Penalty: 3715.708984
	Iteration 8F: 3 clusters Score -1.186825e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -11871871.000000 Penalty: 3715.708984
	Iteration 9Q: 3 clusters Score -1.187187e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11873555.000000 Penalty: 3715.708984
	Iteration 10Q: 3 clusters Score -1.187356e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11874101.000000 Penalty: 3715.708984
	Iteration 11Q: 3 clusters Score -1.18741e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -11874250.000000 Penalty: 3715.708984
	Iteration 12Q: 3 clusters Score -1.187425e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11874328.000000 Penalty: 3715.708984
	Iteration 13Q: 3 clusters Score -1.187433e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11874379.000000 Penalty: 3715.708984
	Iteration 14Q: 3 clusters Score -1.187438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92124 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11874399.000000 Penalty: 3715.708984
	Iteration 15Q: 3 clusters Score -1.18744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92139 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11874414.000000 Penalty: 3715.708984
	Iteration 16Q: 3 clusters Score -1.187441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11874433.000000 Penalty: 3715.708984
	Iteration 17Q: 3 clusters Score -1.187443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11874438.000000 Penalty: 3715.708984
	Iteration 18Q: 3 clusters Score -1.187444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11874444.000000 Penalty: 3715.708984
	Iteration 19Q: 3 clusters Score -1.187444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11874446.000000 Penalty: 3715.708984
	Iteration 20F: 3 clusters Score -1.187445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11874443.000000 Penalty: 3715.708984
	Iteration 21Q: 3 clusters Score -1.187444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11874443.000000 Penalty: 3715.708984
	Iteration 22F: 3 clusters Score -1.187444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102147 members 
Entering Unmasked Estep 
Score: -13074046.000000 Penalty: 1874.302368
	Iteration 0F: 2 clusters Score -1.307405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -13006961.000000 Penalty: 3748.604736
	Iteration 0F: 3 clusters Score -1.300696e+07 nChanged 48851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -13035670.000000 Penalty: 3748.604736
	Iteration 1F: 3 clusters Score -1.303567e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -13036871.000000 Penalty: 3748.604736
	Iteration 2Q: 3 clusters Score -1.303687e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -13038564.000000 Penalty: 3748.604736
	Iteration 3Q: 3 clusters Score -1.303856e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -13041381.000000 Penalty: 3748.604736
	Iteration 4F: 3 clusters Score -1.304138e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -13046428.000000 Penalty: 3748.604736
	Iteration 5F: 3 clusters Score -1.304643e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 80160 members 
Entering Unmasked Estep 
Score: -13053981.000000 Penalty: 3748.604736
	Iteration 6F: 3 clusters Score -1.305398e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 88476 members 
Entering Unmasked Estep 
Score: -13062220.000000 Penalty: 3748.604736
	Iteration 7F: 3 clusters Score -1.306222e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 94462 members 
Entering Unmasked Estep 
Score: -13068285.000000 Penalty: 3748.604736
	Iteration 8F: 3 clusters Score -1.306828e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -13071403.000000 Penalty: 3748.604736
	Iteration 9Q: 3 clusters Score -1.30714e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -13072619.000000 Penalty: 3748.604736
	Iteration 10Q: 3 clusters Score -1.307262e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -13073052.000000 Penalty: 3748.604736
	Iteration 11Q: 3 clusters Score -1.307305e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -13073266.000000 Penalty: 3748.604736
	Iteration 12Q: 3 clusters Score -1.307327e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 100148 members 
Entering Unmasked Estep 
Score: -13073349.000000 Penalty: 3748.604736
	Iteration 13Q: 3 clusters Score -1.307335e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -13073413.000000 Penalty: 3748.604736
	Iteration 14Q: 3 clusters Score -1.307341e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
Score: -13073452.000000 Penalty: 3748.604736
	Iteration 15Q: 3 clusters Score -1.307345e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 100533 members 
Entering Unmasked Estep 
Score: -13073493.000000 Penalty: 3748.604736
	Iteration 16Q: 3 clusters Score -1.307349e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -13073487.000000 Penalty: 3748.604736
	Iteration 17Q: 3 clusters Score -1.307349e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -13073505.000000 Penalty: 3748.604736
	Iteration 18Q: 3 clusters Score -1.30735e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -13073526.000000 Penalty: 3748.604736
	Iteration 19Q: 3 clusters Score -1.307353e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -13073531.000000 Penalty: 3748.604736
	Iteration 20F: 3 clusters Score -1.307353e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -13073571.000000 Penalty: 3748.604736
	Iteration 21Q: 3 clusters Score -1.307357e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
Score: -13073571.000000 Penalty: 3748.604736
	Iteration 22Q: 3 clusters Score -1.307357e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 100745 members 
Entering Unmasked Estep 
Score: -13073563.000000 Penalty: 3748.604736
	Iteration 23Q: 3 clusters Score -1.307356e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -13073607.000000 Penalty: 3748.604736
	Iteration 24Q: 3 clusters Score -1.307361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -13073626.000000 Penalty: 3748.604736
	Iteration 25Q: 3 clusters Score -1.307363e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 100732 members 
Entering Unmasked Estep 
Score: -13073634.000000 Penalty: 3748.604736
	Iteration 26Q: 3 clusters Score -1.307363e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -13073641.000000 Penalty: 3748.604736
	Iteration 27Q: 3 clusters Score -1.307364e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -13073654.000000 Penalty: 3748.604736
	Iteration 28Q: 3 clusters Score -1.307365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -13073652.000000 Penalty: 3748.604736
	Iteration 29Q: 3 clusters Score -1.307365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -13073645.000000 Penalty: 3748.604736
	Iteration 30Q: 3 clusters Score -1.307364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -13073644.000000 Penalty: 3748.604736
	Iteration 31Q: 3 clusters Score -1.307364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -13073651.000000 Penalty: 3748.604736
	Iteration 32Q: 3 clusters Score -1.307365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 100728 members 
Entering Unmasked Estep 
Score: -13073648.000000 Penalty: 3748.604736
	Iteration 33Q: 3 clusters Score -1.307365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -13073639.000000 Penalty: 3748.604736
	Iteration 34Q: 3 clusters Score -1.307364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -13073638.000000 Penalty: 3748.604736
	Iteration 35Q: 3 clusters Score -1.307364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -13073645.000000 Penalty: 3748.604736
	Iteration 36Q: 3 clusters Score -1.307364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -13073645.000000 Penalty: 3748.604736
	Iteration 37Q: 3 clusters Score -1.307364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 100732 members 
Entering Unmasked Estep 
Score: -13073648.000000 Penalty: 3748.604736
	Iteration 38Q: 3 clusters Score -1.307365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -13073656.000000 Penalty: 3748.604736
	Iteration 39Q: 3 clusters Score -1.307366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -13073666.000000 Penalty: 3748.604736
	Iteration 40F: 3 clusters Score -1.307367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 100726 members 
Entering Unmasked Estep 
Score: -13073661.000000 Penalty: 3748.604736
	Iteration 41Q: 3 clusters Score -1.307366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -13073660.000000 Penalty: 3748.604736
	Iteration 42Q: 3 clusters Score -1.307366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -13073656.000000 Penalty: 3748.604736
	Iteration 43Q: 3 clusters Score -1.307366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 100726 members 
Entering Unmasked Estep 
Score: -13073656.000000 Penalty: 3748.604736
	Iteration 44Q: 3 clusters Score -1.307366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 100726 members 
Entering Unmasked Estep 
Score: -13073656.000000 Penalty: 3748.604736
	Iteration 45F: 3 clusters Score -1.307366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -43899.152344 Penalty: 975.229919
	Iteration 0F: 2 clusters Score -43899.15 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 198 members 
Entering Unmasked Estep 
Score: -43010.726562 Penalty: 1950.459839
	Iteration 0F: 3 clusters Score -43010.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43185.824219 Penalty: 1950.459839
	Iteration 1F: 3 clusters Score -43185.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43220.843750 Penalty: 1950.459839
	Iteration 2F: 3 clusters Score -43220.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43250.250000 Penalty: 1950.459839
	Iteration 3Q: 3 clusters Score -43250.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43271.015625 Penalty: 1950.459839
	Iteration 4Q: 3 clusters Score -43271.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43307.816406 Penalty: 1950.459839
	Iteration 5Q: 3 clusters Score -43307.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43365.148438 Penalty: 1950.459839
	Iteration 6Q: 3 clusters Score -43365.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43385.242188 Penalty: 1950.459839
	Iteration 7Q: 3 clusters Score -43385.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43390.671875 Penalty: 1950.459839
	Iteration 8Q: 3 clusters Score -43390.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43390.671875 Penalty: 1950.459839
	Iteration 9F: 3 clusters Score -43390.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Entering Unmasked Estep 
Score: -1783580.250000 Penalty: 1554.449707
	Iteration 0F: 2 clusters Score -1783580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1773635.125000 Penalty: 3108.899414
	Iteration 0F: 3 clusters Score -1773635 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1777272.000000 Penalty: 3108.899414
	Iteration 1F: 3 clusters Score -1777272 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1777908.250000 Penalty: 3108.899414
	Iteration 2F: 3 clusters Score -1777908 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1778791.000000 Penalty: 3108.899414
	Iteration 3F: 3 clusters Score -1778791 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1779902.375000 Penalty: 3108.899414
	Iteration 4F: 3 clusters Score -1779902 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1781046.875000 Penalty: 3108.899414
	Iteration 5F: 3 clusters Score -1781047 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1781981.750000 Penalty: 3108.899414
	Iteration 6F: 3 clusters Score -1781982 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1782622.375000 Penalty: 3108.899414
	Iteration 7Q: 3 clusters Score -1782622 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1783004.250000 Penalty: 3108.899414
	Iteration 8Q: 3 clusters Score -1783004 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1783155.500000 Penalty: 3108.899414
	Iteration 9Q: 3 clusters Score -1783156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1783201.625000 Penalty: 3108.899414
	Iteration 10Q: 3 clusters Score -1783202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1783226.875000 Penalty: 3108.899414
	Iteration 11Q: 3 clusters Score -1783227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1783235.375000 Penalty: 3108.899414
	Iteration 12Q: 3 clusters Score -1783235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1783249.125000 Penalty: 3108.899414
	Iteration 13Q: 3 clusters Score -1783249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1783254.000000 Penalty: 3108.899414
	Iteration 14Q: 3 clusters Score -1783254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1783263.125000 Penalty: 3108.899414
	Iteration 15Q: 3 clusters Score -1783263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1783261.000000 Penalty: 3108.899414
	Iteration 16Q: 3 clusters Score -1783261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1783259.500000 Penalty: 3108.899414
	Iteration 17Q: 3 clusters Score -1783260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1783258.000000 Penalty: 3108.899414
	Iteration 18Q: 3 clusters Score -1783258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1783261.875000 Penalty: 3108.899414
	Iteration 19Q: 3 clusters Score -1783262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1783263.625000 Penalty: 3108.899414
	Iteration 20F: 3 clusters Score -1783264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Entering Unmasked Estep 
Score: -2154561.750000 Penalty: 1581.428711
	Iteration 0F: 2 clusters Score -2154562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2142917.000000 Penalty: 3162.857422
	Iteration 0F: 3 clusters Score -2142917 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2147015.000000 Penalty: 3162.857422
	Iteration 1F: 3 clusters Score -2147015 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2147297.000000 Penalty: 3162.857422
	Iteration 2F: 3 clusters Score -2147297 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2147574.750000 Penalty: 3162.857422
	Iteration 3Q: 3 clusters Score -2147575 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2147907.000000 Penalty: 3162.857422
	Iteration 4Q: 3 clusters Score -2147907 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2148313.000000 Penalty: 3162.857422
	Iteration 5Q: 3 clusters Score -2148313 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2148802.750000 Penalty: 3162.857422
	Iteration 6F: 3 clusters Score -2148803 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2149425.250000 Penalty: 3162.857422
	Iteration 7F: 3 clusters Score -2149425 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2150142.000000 Penalty: 3162.857422
	Iteration 8F: 3 clusters Score -2150142 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2150808.000000 Penalty: 3162.857422
	Iteration 9F: 3 clusters Score -2150808 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2151309.500000 Penalty: 3162.857422
	Iteration 10Q: 3 clusters Score -2151310 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2151603.750000 Penalty: 3162.857422
	Iteration 11Q: 3 clusters Score -2151604 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2151748.000000 Penalty: 3162.857422
	Iteration 12Q: 3 clusters Score -2151748 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2151846.250000 Penalty: 3162.857422
	Iteration 13Q: 3 clusters Score -2151846 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2151908.500000 Penalty: 3162.857422
	Iteration 14Q: 3 clusters Score -2151908 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2151954.750000 Penalty: 3162.857422
	Iteration 15Q: 3 clusters Score -2151955 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2151990.000000 Penalty: 3162.857422
	Iteration 16Q: 3 clusters Score -2151990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2152024.500000 Penalty: 3162.857422
	Iteration 17Q: 3 clusters Score -2152024 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2152061.000000 Penalty: 3162.857422
	Iteration 18Q: 3 clusters Score -2152061 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2152109.500000 Penalty: 3162.857422
	Iteration 19Q: 3 clusters Score -2152110 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2152153.250000 Penalty: 3162.857422
	Iteration 20F: 3 clusters Score -2152153 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2152202.500000 Penalty: 3162.857422
	Iteration 21Q: 3 clusters Score -2152202 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2152228.750000 Penalty: 3162.857422
	Iteration 22Q: 3 clusters Score -2152229 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2152263.000000 Penalty: 3162.857422
	Iteration 23Q: 3 clusters Score -2152263 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2152279.500000 Penalty: 3162.857422
	Iteration 24Q: 3 clusters Score -2152280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2152304.000000 Penalty: 3162.857422
	Iteration 25Q: 3 clusters Score -2152304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2152336.500000 Penalty: 3162.857422
	Iteration 26Q: 3 clusters Score -2152336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2152376.500000 Penalty: 3162.857422
	Iteration 27Q: 3 clusters Score -2152376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2152406.250000 Penalty: 3162.857422
	Iteration 28Q: 3 clusters Score -2152406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2152426.750000 Penalty: 3162.857422
	Iteration 29Q: 3 clusters Score -2152427 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2152461.750000 Penalty: 3162.857422
	Iteration 30Q: 3 clusters Score -2152462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2152487.000000 Penalty: 3162.857422
	Iteration 31Q: 3 clusters Score -2152487 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2152506.000000 Penalty: 3162.857422
	Iteration 32Q: 3 clusters Score -2152506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2152525.250000 Penalty: 3162.857422
	Iteration 33Q: 3 clusters Score -2152525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2152553.500000 Penalty: 3162.857422
	Iteration 34Q: 3 clusters Score -2152554 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2152573.500000 Penalty: 3162.857422
	Iteration 35Q: 3 clusters Score -2152574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2152590.000000 Penalty: 3162.857422
	Iteration 36Q: 3 clusters Score -2152590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2152611.500000 Penalty: 3162.857422
	Iteration 37Q: 3 clusters Score -2152612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2152632.500000 Penalty: 3162.857422
	Iteration 38Q: 3 clusters Score -2152632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2152644.250000 Penalty: 3162.857422
	Iteration 39Q: 3 clusters Score -2152644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2152667.250000 Penalty: 3162.857422
	Iteration 40F: 3 clusters Score -2152667 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2152683.750000 Penalty: 3162.857422
	Iteration 41Q: 3 clusters Score -2152684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2152697.750000 Penalty: 3162.857422
	Iteration 42Q: 3 clusters Score -2152698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2152703.250000 Penalty: 3162.857422
	Iteration 43Q: 3 clusters Score -2152703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2152718.000000 Penalty: 3162.857422
	Iteration 44Q: 3 clusters Score -2152718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2152739.250000 Penalty: 3162.857422
	Iteration 45Q: 3 clusters Score -2152739 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2152742.500000 Penalty: 3162.857422
	Iteration 46Q: 3 clusters Score -2152742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2152759.250000 Penalty: 3162.857422
	Iteration 47Q: 3 clusters Score -2152759 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2152781.250000 Penalty: 3162.857422
	Iteration 48Q: 3 clusters Score -2152781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2152790.500000 Penalty: 3162.857422
	Iteration 49Q: 3 clusters Score -2152790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2152799.750000 Penalty: 3162.857422
	Iteration 50Q: 3 clusters Score -2152800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2152803.250000 Penalty: 3162.857422
	Iteration 51Q: 3 clusters Score -2152803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2152808.500000 Penalty: 3162.857422
	Iteration 52Q: 3 clusters Score -2152808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2152818.000000 Penalty: 3162.857422
	Iteration 53Q: 3 clusters Score -2152818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2152821.250000 Penalty: 3162.857422
	Iteration 54Q: 3 clusters Score -2152821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2152821.500000 Penalty: 3162.857422
	Iteration 55Q: 3 clusters Score -2152822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2152823.750000 Penalty: 3162.857422
	Iteration 56Q: 3 clusters Score -2152824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2152829.250000 Penalty: 3162.857422
	Iteration 57Q: 3 clusters Score -2152829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2152832.500000 Penalty: 3162.857422
	Iteration 58Q: 3 clusters Score -2152832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2152831.250000 Penalty: 3162.857422
	Iteration 59Q: 3 clusters Score -2152831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2152837.250000 Penalty: 3162.857422
	Iteration 60F: 3 clusters Score -2152837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2152832.500000 Penalty: 3162.857422
	Iteration 61Q: 3 clusters Score -2152832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2152832.000000 Penalty: 3162.857422
	Iteration 62Q: 3 clusters Score -2152832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2152831.250000 Penalty: 3162.857422
	Iteration 63Q: 3 clusters Score -2152831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2152832.250000 Penalty: 3162.857422
	Iteration 64Q: 3 clusters Score -2152832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2152839.250000 Penalty: 3162.857422
	Iteration 65Q: 3 clusters Score -2152839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2152844.750000 Penalty: 3162.857422
	Iteration 66Q: 3 clusters Score -2152845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2152844.000000 Penalty: 3162.857422
	Iteration 67Q: 3 clusters Score -2152844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2152843.750000 Penalty: 3162.857422
	Iteration 68Q: 3 clusters Score -2152844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2152843.000000 Penalty: 3162.857422
	Iteration 69Q: 3 clusters Score -2152843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2152847.250000 Penalty: 3162.857422
	Iteration 70Q: 3 clusters Score -2152847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2152848.000000 Penalty: 3162.857422
	Iteration 71Q: 3 clusters Score -2152848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2152847.000000 Penalty: 3162.857422
	Iteration 72Q: 3 clusters Score -2152847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2152849.750000 Penalty: 3162.857422
	Iteration 73Q: 3 clusters Score -2152850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2152849.000000 Penalty: 3162.857422
	Iteration 74Q: 3 clusters Score -2152849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2152850.000000 Penalty: 3162.857422
	Iteration 75Q: 3 clusters Score -2152850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2152848.250000 Penalty: 3162.857422
	Iteration 76Q: 3 clusters Score -2152848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2152851.500000 Penalty: 3162.857422
	Iteration 77Q: 3 clusters Score -2152852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2152853.750000 Penalty: 3162.857422
	Iteration 78Q: 3 clusters Score -2152854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2152855.250000 Penalty: 3162.857422
	Iteration 79Q: 3 clusters Score -2152855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2152854.750000 Penalty: 3162.857422
	Iteration 80F: 3 clusters Score -2152855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2152858.250000 Penalty: 3162.857422
	Iteration 81Q: 3 clusters Score -2152858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2152857.000000 Penalty: 3162.857422
	Iteration 82Q: 3 clusters Score -2152857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2152861.000000 Penalty: 3162.857422
	Iteration 83Q: 3 clusters Score -2152861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2152860.000000 Penalty: 3162.857422
	Iteration 84Q: 3 clusters Score -2152860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2152860.750000 Penalty: 3162.857422
	Iteration 85Q: 3 clusters Score -2152861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2152860.750000 Penalty: 3162.857422
	Iteration 86Q: 3 clusters Score -2152861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2152860.750000 Penalty: 3162.857422
	Iteration 87Q: 3 clusters Score -2152861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2152861.500000 Penalty: 3162.857422
	Iteration 88Q: 3 clusters Score -2152862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2152859.250000 Penalty: 3162.857422
	Iteration 89Q: 3 clusters Score -2152859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2152860.000000 Penalty: 3162.857422
	Iteration 90Q: 3 clusters Score -2152860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2152858.250000 Penalty: 3162.857422
	Iteration 91Q: 3 clusters Score -2152858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2152862.750000 Penalty: 3162.857422
	Iteration 92Q: 3 clusters Score -2152863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2152863.250000 Penalty: 3162.857422
	Iteration 93Q: 3 clusters Score -2152863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2152863.750000 Penalty: 3162.857422
	Iteration 94Q: 3 clusters Score -2152864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2152864.500000 Penalty: 3162.857422
	Iteration 95Q: 3 clusters Score -2152864 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2152862.750000 Penalty: 3162.857422
	Iteration 96Q: 3 clusters Score -2152863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2152863.500000 Penalty: 3162.857422
	Iteration 97Q: 3 clusters Score -2152864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2152862.750000 Penalty: 3162.857422
	Iteration 98Q: 3 clusters Score -2152863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2152864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2152865.500000 Penalty: 3162.857422
	Iteration 100F: 3 clusters Score -2152866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2152863.750000 Penalty: 3162.857422
	Iteration 101Q: 3 clusters Score -2152864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2152861.000000 Penalty: 3162.857422
	Iteration 102Q: 3 clusters Score -2152861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2152865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2152863 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7330 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2152864 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7335 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2152864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2152864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2152866 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7340 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2152866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2152866 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2152867 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7343 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2152868 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2152871.250000 Penalty: 3162.857422
	Iteration 113Q: 3 clusters Score -2152871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2152871.000000 Penalty: 3162.857422
	Iteration 114Q: 3 clusters Score -2152871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2152871.000000 Penalty: 3162.857422
	Iteration 115F: 3 clusters Score -2152871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Entering Unmasked Estep 
Score: -9225608.000000 Penalty: 1816.681030
	Iteration 0F: 2 clusters Score -9225608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -9178220.000000 Penalty: 3633.362061
	Iteration 0F: 3 clusters Score -9178220 nChanged 34074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -9197931.000000 Penalty: 3633.362061
	Iteration 1F: 3 clusters Score -9197931 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -9198751.000000 Penalty: 3633.362061
	Iteration 2Q: 3 clusters Score -9198751 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -9199822.000000 Penalty: 3633.362061
	Iteration 3Q: 3 clusters Score -9199822 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -9201587.000000 Penalty: 3633.362061
	Iteration 4F: 3 clusters Score -9201587 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -9204330.000000 Penalty: 3633.362061
	Iteration 5F: 3 clusters Score -9204330 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -9208522.000000 Penalty: 3633.362061
	Iteration 6F: 3 clusters Score -9208522 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -9213820.000000 Penalty: 3633.362061
	Iteration 7F: 3 clusters Score -9213820 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -9218726.000000 Penalty: 3633.362061
	Iteration 8F: 3 clusters Score -9218726 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -9221736.000000 Penalty: 3633.362061
	Iteration 9Q: 3 clusters Score -9221736 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -9223081.000000 Penalty: 3633.362061
	Iteration 10Q: 3 clusters Score -9223081 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -9223602.000000 Penalty: 3633.362061
	Iteration 11Q: 3 clusters Score -9223602 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -9223770.000000 Penalty: 3633.362061
	Iteration 12Q: 3 clusters Score -9223770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -9223868.000000 Penalty: 3633.362061
	Iteration 13Q: 3 clusters Score -9223868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -9223937.000000 Penalty: 3633.362061
	Iteration 14Q: 3 clusters Score -9223937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -9223955.000000 Penalty: 3633.362061
	Iteration 15Q: 3 clusters Score -9223955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -9223975.000000 Penalty: 3633.362061
	Iteration 16Q: 3 clusters Score -9223975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -9223992.000000 Penalty: 3633.362061
	Iteration 17Q: 3 clusters Score -9223992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -9223994.000000 Penalty: 3633.362061
	Iteration 18Q: 3 clusters Score -9223994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -9224000.000000 Penalty: 3633.362061
	Iteration 19Q: 3 clusters Score -9224000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -9224005.000000 Penalty: 3633.362061
	Iteration 20F: 3 clusters Score -9224005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -9224005.000000 Penalty: 3633.362061
	Iteration 21Q: 3 clusters Score -9224005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -9224011.000000 Penalty: 3633.362061
	Iteration 22Q: 3 clusters Score -9224011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
Score: -9224027.000000 Penalty: 3633.362061
	Iteration 23Q: 3 clusters Score -9224027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -9224038.000000 Penalty: 3633.362061
	Iteration 24Q: 3 clusters Score -9224038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -9224042.000000 Penalty: 3633.362061
	Iteration 25Q: 3 clusters Score -9224042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -9224044.000000 Penalty: 3633.362061
	Iteration 26Q: 3 clusters Score -9224044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -9224047.000000 Penalty: 3633.362061
	Iteration 27Q: 3 clusters Score -9224047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -9224048.000000 Penalty: 3633.362061
	Iteration 28Q: 3 clusters Score -9224048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -9224053.000000 Penalty: 3633.362061
	Iteration 29Q: 3 clusters Score -9224053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -9224049.000000 Penalty: 3633.362061
	Iteration 30Q: 3 clusters Score -9224049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -9224055.000000 Penalty: 3633.362061
	Iteration 31Q: 3 clusters Score -9224055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -9224055.000000 Penalty: 3633.362061
	Iteration 32F: 3 clusters Score -9224055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Entering Unmasked Estep 
Score: -7819869.500000 Penalty: 1790.668457
	Iteration 0F: 2 clusters Score -7819870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -7779267.000000 Penalty: 3581.336914
	Iteration 0F: 3 clusters Score -7779267 nChanged 28873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -7795404.000000 Penalty: 3581.336914
	Iteration 1F: 3 clusters Score -7795404 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -7796265.500000 Penalty: 3581.336914
	Iteration 2Q: 3 clusters Score -7796266 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -7797902.500000 Penalty: 3581.336914
	Iteration 3Q: 3 clusters Score -7797902 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -7801061.500000 Penalty: 3581.336914
	Iteration 4F: 3 clusters Score -7801062 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -7806420.000000 Penalty: 3581.336914
	Iteration 5F: 3 clusters Score -7806420 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -7812458.000000 Penalty: 3581.336914
	Iteration 6F: 3 clusters Score -7812458 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -7817149.500000 Penalty: 3581.336914
	Iteration 7F: 3 clusters Score -7817150 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -7820558.500000 Penalty: 3581.336914
	Iteration 8Q: 3 clusters Score -7820558 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -7822896.000000 Penalty: 3581.336914
	Iteration 9Q: 3 clusters Score -7822896 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -7823601.000000 Penalty: 3581.336914
	Iteration 10Q: 3 clusters Score -7823601 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -7823832.000000 Penalty: 3581.336914
	Iteration 11Q: 3 clusters Score -7823832 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -7823905.000000 Penalty: 3581.336914
	Iteration 12Q: 3 clusters Score -7823905 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -7823974.000000 Penalty: 3581.336914
	Iteration 13Q: 3 clusters Score -7823974 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -7823978.000000 Penalty: 3581.336914
	Iteration 14Q: 3 clusters Score -7823978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -7823974.000000 Penalty: 3581.336914
	Iteration 15Q: 3 clusters Score -7823974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -7823980.000000 Penalty: 3581.336914
	Iteration 16Q: 3 clusters Score -7823980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -7823992.500000 Penalty: 3581.336914
	Iteration 17Q: 3 clusters Score -7823992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -7824002.000000 Penalty: 3581.336914
	Iteration 18Q: 3 clusters Score -7824002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -7824007.000000 Penalty: 3581.336914
	Iteration 19Q: 3 clusters Score -7824007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -7824001.000000 Penalty: 3581.336914
	Iteration 20F: 3 clusters Score -7824001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -7824001.000000 Penalty: 3581.336914
	Iteration 21Q: 3 clusters Score -7824001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -7824002.500000 Penalty: 3581.336914
	Iteration 22Q: 3 clusters Score -7824002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -7824006.500000 Penalty: 3581.336914
	Iteration 23Q: 3 clusters Score -7824006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -7824001.000000 Penalty: 3581.336914
	Iteration 24Q: 3 clusters Score -7824001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7823999.500000 Penalty: 3581.336914
	Iteration 25Q: 3 clusters Score -7824000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -7823995.500000 Penalty: 3581.336914
	Iteration 26Q: 3 clusters Score -7823996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -7823986.000000 Penalty: 3581.336914
	Iteration 27Q: 3 clusters Score -7823986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -7823993.000000 Penalty: 3581.336914
	Iteration 28Q: 3 clusters Score -7823993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -7823996.000000 Penalty: 3581.336914
	Iteration 29Q: 3 clusters Score -7823996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -7823994.000000 Penalty: 3581.336914
	Iteration 30Q: 3 clusters Score -7823994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -7823990.000000 Penalty: 3581.336914
	Iteration 31Q: 3 clusters Score -7823990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -7823996.000000 Penalty: 3581.336914
	Iteration 32Q: 3 clusters Score -7823996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -7823993.000000 Penalty: 3581.336914
	Iteration 33Q: 3 clusters Score -7823993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -7823996.500000 Penalty: 3581.336914
	Iteration 34Q: 3 clusters Score -7823996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -7823990.000000 Penalty: 3581.336914
	Iteration 35Q: 3 clusters Score -7823990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -7823994.500000 Penalty: 3581.336914
	Iteration 36Q: 3 clusters Score -7823994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -7823991.500000 Penalty: 3581.336914
	Iteration 37Q: 3 clusters Score -7823992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -7823996.500000 Penalty: 3581.336914
	Iteration 38Q: 3 clusters Score -7823996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -7823998.000000 Penalty: 3581.336914
	Iteration 39Q: 3 clusters Score -7823998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -7824001.000000 Penalty: 3581.336914
	Iteration 40F: 3 clusters Score -7824001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -7824005.000000 Penalty: 3581.336914
	Iteration 41Q: 3 clusters Score -7824005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -7824006.500000 Penalty: 3581.336914
	Iteration 42Q: 3 clusters Score -7824006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -7824002.000000 Penalty: 3581.336914
	Iteration 43Q: 3 clusters Score -7824002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -7824002.000000 Penalty: 3581.336914
	Iteration 44F: 3 clusters Score -7824002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 92314 members 
Mstep: Class 3 contains 102147 members 
Mstep: Class 4 contains 54614 members 
Mstep: Class 5 contains 404 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 16846 members 
Mstep: Class 9 contains 71652 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 87309 members 
Mstep: Class 14 contains 889 members 
Mstep: Class 15 contains 96006 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
Score: -69514104.000000 Penalty: 30076.800781
Splitting cluster 12 changes total score from -69510472.000000 to -69514104.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (87309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87309 members 
Entering Unmasked Estep 
Score: -11236348.000000 Penalty: 1848.796387
	Iteration 0F: 2 clusters Score -1.123635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -11179889.000000 Penalty: 3697.592773
	Iteration 0F: 3 clusters Score -1.117989e+07 nChanged 41657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -11203811.000000 Penalty: 3697.592773
	Iteration 1F: 3 clusters Score -1.120381e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -11204637.000000 Penalty: 3697.592773
	Iteration 2Q: 3 clusters Score -1.120464e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -11205505.000000 Penalty: 3697.592773
	Iteration 3Q: 3 clusters Score -1.12055e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -11206886.000000 Penalty: 3697.592773
	Iteration 4Q: 3 clusters Score -1.120689e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -11208991.000000 Penalty: 3697.592773
	Iteration 5F: 3 clusters Score -1.120899e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -11212061.000000 Penalty: 3697.592773
	Iteration 6F: 3 clusters Score -1.121206e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -11216044.000000 Penalty: 3697.592773
	Iteration 7F: 3 clusters Score -1.121604e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -11220681.000000 Penalty: 3697.592773
	Iteration 8F: 3 clusters Score -1.122068e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -11225214.000000 Penalty: 3697.592773
	Iteration 9F: 3 clusters Score -1.122521e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -11229130.000000 Penalty: 3697.592773
	Iteration 10F: 3 clusters Score -1.122913e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83974 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -11231935.000000 Penalty: 3697.592773
	Iteration 11Q: 3 clusters Score -1.123194e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11233520.000000 Penalty: 3697.592773
	Iteration 12Q: 3 clusters Score -1.123352e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11234279.000000 Penalty: 3697.592773
	Iteration 13Q: 3 clusters Score -1.123428e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -11234567.000000 Penalty: 3697.592773
	Iteration 14Q: 3 clusters Score -1.123457e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11234655.000000 Penalty: 3697.592773
	Iteration 15Q: 3 clusters Score -1.123466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87077 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11234698.000000 Penalty: 3697.592773
	Iteration 16Q: 3 clusters Score -1.12347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11234705.000000 Penalty: 3697.592773
	Iteration 17Q: 3 clusters Score -1.12347e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11234744.000000 Penalty: 3697.592773
	Iteration 18Q: 3 clusters Score -1.123474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11234754.000000 Penalty: 3697.592773
	Iteration 19Q: 3 clusters Score -1.123475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11234768.000000 Penalty: 3697.592773
	Iteration 20F: 3 clusters Score -1.123477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11234773.000000 Penalty: 3697.592773
	Iteration 21Q: 3 clusters Score -1.123477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11234778.000000 Penalty: 3697.592773
	Iteration 22Q: 3 clusters Score -1.123478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11234780.000000 Penalty: 3697.592773
	Iteration 23Q: 3 clusters Score -1.123478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11234780.000000 Penalty: 3697.592773
	Iteration 24F: 3 clusters Score -1.123478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -94479.367188 Penalty: 1103.390747
	Iteration 0F: 2 clusters Score -94479.37 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 445 members 
Entering Unmasked Estep 
Score: -93249.187500 Penalty: 2206.781494
	Iteration 0F: 3 clusters Score -93249.19 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -93908.289062 Penalty: 2206.781494
	Iteration 1F: 3 clusters Score -93908.29 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94308.140625 Penalty: 2206.781494
	Iteration 2F: 3 clusters Score -94308.14 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94604.460938 Penalty: 2206.781494
	Iteration 3F: 3 clusters Score -94604.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94804.757812 Penalty: 2206.781494
	Iteration 4F: 3 clusters Score -94804.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94943.039062 Penalty: 2206.781494
	Iteration 5Q: 3 clusters Score -94943.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -95022.281250 Penalty: 2206.781494
	Iteration 6Q: 3 clusters Score -95022.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95072.750000 Penalty: 2206.781494
	Iteration 7Q: 3 clusters Score -95072.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95102.875000 Penalty: 2206.781494
	Iteration 8Q: 3 clusters Score -95102.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95138.578125 Penalty: 2206.781494
	Iteration 9Q: 3 clusters Score -95138.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95159.710938 Penalty: 2206.781494
	Iteration 10Q: 3 clusters Score -95159.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95174.226562 Penalty: 2206.781494
	Iteration 11Q: 3 clusters Score -95174.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95182.320312 Penalty: 2206.781494
	Iteration 12Q: 3 clusters Score -95182.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -95186.257812 Penalty: 2206.781494
	Iteration 13Q: 3 clusters Score -95186.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -95188.531250 Penalty: 2206.781494
	Iteration 14Q: 3 clusters Score -95188.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95189.554688 Penalty: 2206.781494
	Iteration 15Q: 3 clusters Score -95189.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95190.343750 Penalty: 2206.781494
	Iteration 16Q: 3 clusters Score -95190.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95191.929688 Penalty: 2206.781494
	Iteration 17Q: 3 clusters Score -95191.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95192.328125 Penalty: 2206.781494
	Iteration 18Q: 3 clusters Score -95192.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95201.953125 Penalty: 2206.781494
	Iteration 19F: 3 clusters Score -95201.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95252.734375 Penalty: 2206.781494
	Iteration 20F: 3 clusters Score -95252.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95276.117188 Penalty: 2206.781494
	Iteration 21Q: 3 clusters Score -95276.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95298.875000 Penalty: 2206.781494
	Iteration 22Q: 3 clusters Score -95298.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95316.406250 Penalty: 2206.781494
	Iteration 23Q: 3 clusters Score -95316.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95330.679688 Penalty: 2206.781494
	Iteration 24Q: 3 clusters Score -95330.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95335.617188 Penalty: 2206.781494
	Iteration 25Q: 3 clusters Score -95335.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -95337.507812 Penalty: 2206.781494
	Iteration 26Q: 3 clusters Score -95337.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -95338.265625 Penalty: 2206.781494
	Iteration 27Q: 3 clusters Score -95338.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -95338.882812 Penalty: 2206.781494
	Iteration 28Q: 3 clusters Score -95338.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -95338.882812 Penalty: 2206.781494
	Iteration 29F: 3 clusters Score -95338.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 92314 members 
Mstep: Class 3 contains 102147 members 
Mstep: Class 4 contains 54614 members 
Mstep: Class 5 contains 404 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 16846 members 
Mstep: Class 9 contains 71652 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 87309 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 96006 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 18 contains 729 members 
Entering Unmasked Estep 
Score: -69513920.000000 Penalty: 32225.142578
Splitting cluster 14 changes total score from -69510472.000000 to -69513920.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (96006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96006 members 
Entering Unmasked Estep 
Score: -12320845.000000 Penalty: 1864.226929
	Iteration 0F: 2 clusters Score -1.232084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -12257670.000000 Penalty: 3728.453857
	Iteration 0F: 3 clusters Score -1.225767e+07 nChanged 45772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -12284269.000000 Penalty: 3728.453857
	Iteration 1F: 3 clusters Score -1.228427e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -12285189.000000 Penalty: 3728.453857
	Iteration 2Q: 3 clusters Score -1.228519e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -12286444.000000 Penalty: 3728.453857
	Iteration 3Q: 3 clusters Score -1.228644e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -12288558.000000 Penalty: 3728.453857
	Iteration 4Q: 3 clusters Score -1.228856e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -12292302.000000 Penalty: 3728.453857
	Iteration 5F: 3 clusters Score -1.22923e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -12297929.000000 Penalty: 3728.453857
	Iteration 6F: 3 clusters Score -1.229793e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -12304162.000000 Penalty: 3728.453857
	Iteration 7F: 3 clusters Score -1.230416e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -12309260.000000 Penalty: 3728.453857
	Iteration 8F: 3 clusters Score -1.230926e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
Score: -12312787.000000 Penalty: 3728.453857
	Iteration 9Q: 3 clusters Score -1.231279e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -12315113.000000 Penalty: 3728.453857
	Iteration 10Q: 3 clusters Score -1.231511e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -12316561.000000 Penalty: 3728.453857
	Iteration 11Q: 3 clusters Score -1.231656e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -12317410.000000 Penalty: 3728.453857
	Iteration 12Q: 3 clusters Score -1.231741e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -12318056.000000 Penalty: 3728.453857
	Iteration 13Q: 3 clusters Score -1.231806e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -12318434.000000 Penalty: 3728.453857
	Iteration 14Q: 3 clusters Score -1.231843e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -12318707.000000 Penalty: 3728.453857
	Iteration 15Q: 3 clusters Score -1.231871e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -12318890.000000 Penalty: 3728.453857
	Iteration 16Q: 3 clusters Score -1.231889e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -12319006.000000 Penalty: 3728.453857
	Iteration 17Q: 3 clusters Score -1.231901e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -12319114.000000 Penalty: 3728.453857
	Iteration 18Q: 3 clusters Score -1.231911e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -12319145.000000 Penalty: 3728.453857
	Iteration 19Q: 3 clusters Score -1.231914e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -12319186.000000 Penalty: 3728.453857
	Iteration 20F: 3 clusters Score -1.231919e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 95320 members 
Entering Unmasked Estep 
Score: -12319205.000000 Penalty: 3728.453857
	Iteration 21Q: 3 clusters Score -1.23192e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 95361 members 
Entering Unmasked Estep 
Score: -12319237.000000 Penalty: 3728.453857
	Iteration 22Q: 3 clusters Score -1.231924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -12319267.000000 Penalty: 3728.453857
	Iteration 23Q: 3 clusters Score -1.231927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -12319276.000000 Penalty: 3728.453857
	Iteration 24Q: 3 clusters Score -1.231928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -12319290.000000 Penalty: 3728.453857
	Iteration 25Q: 3 clusters Score -1.231929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -12319295.000000 Penalty: 3728.453857
	Iteration 26Q: 3 clusters Score -1.23193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -12319290.000000 Penalty: 3728.453857
	Iteration 27Q: 3 clusters Score -1.231929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 95437 members 
Entering Unmasked Estep 
Score: -12319300.000000 Penalty: 3728.453857
	Iteration 28Q: 3 clusters Score -1.23193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -12319293.000000 Penalty: 3728.453857
	Iteration 29Q: 3 clusters Score -1.231929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -12319297.000000 Penalty: 3728.453857
	Iteration 30Q: 3 clusters Score -1.23193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -12319297.000000 Penalty: 3728.453857
	Iteration 31Q: 3 clusters Score -1.23193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -12319297.000000 Penalty: 3728.453857
	Iteration 32Q: 3 clusters Score -1.23193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 95447 members 
Entering Unmasked Estep 
Score: -12319303.000000 Penalty: 3728.453857
	Iteration 33Q: 3 clusters Score -1.23193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -12319309.000000 Penalty: 3728.453857
	Iteration 34Q: 3 clusters Score -1.231931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -12319309.000000 Penalty: 3728.453857
	Iteration 35Q: 3 clusters Score -1.231931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -12319305.000000 Penalty: 3728.453857
	Iteration 36Q: 3 clusters Score -1.23193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -12319305.000000 Penalty: 3728.453857
	Iteration 37F: 3 clusters Score -1.23193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -436176.875000 Penalty: 1331.112793
	Iteration 0F: 2 clusters Score -436176.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -433053.656250 Penalty: 2662.225586
	Iteration 0F: 3 clusters Score -433053.7 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -433802.531250 Penalty: 2662.225586
	Iteration 1F: 3 clusters Score -433802.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -433971.656250 Penalty: 2662.225586
	Iteration 2F: 3 clusters Score -433971.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -434111.500000 Penalty: 2662.225586
	Iteration 3F: 3 clusters Score -434111.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -434217.843750 Penalty: 2662.225586
	Iteration 4Q: 3 clusters Score -434217.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -434299.125000 Penalty: 2662.225586
	Iteration 5Q: 3 clusters Score -434299.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -434377.125000 Penalty: 2662.225586
	Iteration 6Q: 3 clusters Score -434377.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -434454.468750 Penalty: 2662.225586
	Iteration 7Q: 3 clusters Score -434454.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -434536.906250 Penalty: 2662.225586
	Iteration 8Q: 3 clusters Score -434536.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -434614.875000 Penalty: 2662.225586
	Iteration 9Q: 3 clusters Score -434614.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -434695.906250 Penalty: 2662.225586
	Iteration 10Q: 3 clusters Score -434695.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -434765.718750 Penalty: 2662.225586
	Iteration 11Q: 3 clusters Score -434765.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -434820.437500 Penalty: 2662.225586
	Iteration 12Q: 3 clusters Score -434820.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -434873.781250 Penalty: 2662.225586
	Iteration 13Q: 3 clusters Score -434873.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -434909.843750 Penalty: 2662.225586
	Iteration 14Q: 3 clusters Score -434909.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -434939.687500 Penalty: 2662.225586
	Iteration 15Q: 3 clusters Score -434939.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -434955.875000 Penalty: 2662.225586
	Iteration 16Q: 3 clusters Score -434955.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -434972.187500 Penalty: 2662.225586
	Iteration 17Q: 3 clusters Score -434972.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -434985.093750 Penalty: 2662.225586
	Iteration 18Q: 3 clusters Score -434985.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -434999.937500 Penalty: 2662.225586
	Iteration 19Q: 3 clusters Score -434999.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -435015.187500 Penalty: 2662.225586
	Iteration 20F: 3 clusters Score -435015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -435026.687500 Penalty: 2662.225586
	Iteration 21Q: 3 clusters Score -435026.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -435032.812500 Penalty: 2662.225586
	Iteration 22Q: 3 clusters Score -435032.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -435036.843750 Penalty: 2662.225586
	Iteration 23Q: 3 clusters Score -435036.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -435044.125000 Penalty: 2662.225586
	Iteration 24Q: 3 clusters Score -435044.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -435047.843750 Penalty: 2662.225586
	Iteration 25Q: 3 clusters Score -435047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -435050.125000 Penalty: 2662.225586
	Iteration 26Q: 3 clusters Score -435050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -435052.406250 Penalty: 2662.225586
	Iteration 27Q: 3 clusters Score -435052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -435055.875000 Penalty: 2662.225586
	Iteration 28Q: 3 clusters Score -435055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -435058.156250 Penalty: 2662.225586
	Iteration 29Q: 3 clusters Score -435058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -435058.562500 Penalty: 2662.225586
	Iteration 30Q: 3 clusters Score -435058.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -435062.031250 Penalty: 2662.225586
	Iteration 31Q: 3 clusters Score -435062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -435064.687500 Penalty: 2662.225586
	Iteration 32Q: 3 clusters Score -435064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -435066.406250 Penalty: 2662.225586
	Iteration 33Q: 3 clusters Score -435066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -435067.781250 Penalty: 2662.225586
	Iteration 34Q: 3 clusters Score -435067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -435069.000000 Penalty: 2662.225586
	Iteration 35Q: 3 clusters Score -435069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -435071.625000 Penalty: 2662.225586
	Iteration 36Q: 3 clusters Score -435071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -435075.843750 Penalty: 2662.225586
	Iteration 37Q: 3 clusters Score -435075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -435081.218750 Penalty: 2662.225586
	Iteration 38Q: 3 clusters Score -435081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -435082.750000 Penalty: 2662.225586
	Iteration 39Q: 3 clusters Score -435082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -435084.312500 Penalty: 2662.225586
	Iteration 40F: 3 clusters Score -435084.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -50628.265625 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -50628.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49739.152344 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -49739.15 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -51226.367188 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -51226.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -52204.183594 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -52204.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -52858.433594 Penalty: 2142.293945
	Iteration 3F: 3 clusters Score -52858.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -53045.230469 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -53045.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -53141.519531 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -53141.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -53194.191406 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -53194.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -53226.425781 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -53226.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53245.093750 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -53245.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -53261.843750 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -53261.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53266.996094 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -53267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -53273.472656 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -53273.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -53282.632812 Penalty: 2142.293945
	Iteration 12Q: 3 clusters Score -53282.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -53292.082031 Penalty: 2142.293945
	Iteration 13Q: 3 clusters Score -53292.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53304.203125 Penalty: 2142.293945
	Iteration 14Q: 3 clusters Score -53304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53304.203125 Penalty: 2142.293945
	Iteration 15F: 3 clusters Score -53304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 92314 members 
Mstep: Class 3 contains 102147 members 
Mstep: Class 4 contains 54614 members 
Mstep: Class 5 contains 404 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 16846 members 
Mstep: Class 9 contains 71652 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 87309 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 96006 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 18 contains 301 members 
Entering Unmasked Estep 
Score: -69515512.000000 Penalty: 34373.484375
Splitting cluster 18 changes total score from -69510472.000000 to -69515512.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 92314 members 
Mstep: Class 3 contains 102147 members 
Mstep: Class 5 contains 404 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 16846 members 
Mstep: Class 9 contains 71652 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 87309 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 96006 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 18 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69518584.000000 Penalty: 34373.484375
Iteration 39Q: 17 clusters Score -6.951858e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 91623 members 
Mstep: Class 3 contains 102802 members 
Mstep: Class 4 contains 53573 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 14347 members 
Mstep: Class 8 contains 16267 members 
Mstep: Class 9 contains 72936 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 86846 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 96443 members 
Mstep: Class 16 contains 3606 members 
Mstep: Class 18 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522584.000000 Penalty: 34373.484375
Iteration 40F: 17 clusters Score -6.952258e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 90843 members 
Mstep: Class 3 contains 102868 members 
Mstep: Class 4 contains 53195 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 14413 members 
Mstep: Class 8 contains 15699 members 
Mstep: Class 9 contains 74959 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 12 contains 6834 members 
Mstep: Class 13 contains 85836 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 96880 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 18 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69524544.000000 Penalty: 34373.484375
Iteration 41Q: 17 clusters Score -6.952454e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 90082 members 
Mstep: Class 3 contains 102754 members 
Mstep: Class 4 contains 52947 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 14475 members 
Mstep: Class 8 contains 15161 members 
Mstep: Class 9 contains 76724 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 84995 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 97411 members 
Mstep: Class 16 contains 3555 members 
Mstep: Class 18 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525336.000000 Penalty: 34373.484375
Iteration 42Q: 17 clusters Score -6.952534e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 89365 members 
Mstep: Class 3 contains 102612 members 
Mstep: Class 4 contains 52736 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 622 members 
Mstep: Class 7 contains 14522 members 
Mstep: Class 8 contains 14626 members 
Mstep: Class 9 contains 78247 members 
Mstep: Class 10 contains 412 members 
Mstep: Class 12 contains 7249 members 
Mstep: Class 13 contains 84227 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 98015 members 
Mstep: Class 16 contains 3525 members 
Mstep: Class 18 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525512.000000 Penalty: 34373.484375
Iteration 43Q: 17 clusters Score -6.952551e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 88689 members 
Mstep: Class 3 contains 102494 members 
Mstep: Class 4 contains 52516 members 
Mstep: Class 5 contains 404 members 
Mstep: Class 6 contains 628 members 
Mstep: Class 7 contains 14573 members 
Mstep: Class 8 contains 14154 members 
Mstep: Class 9 contains 79489 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 83609 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 98584 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 18 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525528.000000 Penalty: 34373.484375
Iteration 44Q: 17 clusters Score -6.952553e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 88027 members 
Mstep: Class 3 contains 102401 members 
Mstep: Class 4 contains 52321 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 14638 members 
Mstep: Class 8 contains 13761 members 
Mstep: Class 9 contains 80520 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 12 contains 7789 members 
Mstep: Class 13 contains 83088 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 99106 members 
Mstep: Class 16 contains 3464 members 
Mstep: Class 18 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525640.000000 Penalty: 34373.484375
Iteration 45Q: 17 clusters Score -6.952564e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 87384 members 
Mstep: Class 3 contains 102243 members 
Mstep: Class 4 contains 52150 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 7 contains 14710 members 
Mstep: Class 8 contains 13423 members 
Mstep: Class 9 contains 81446 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 12 contains 8082 members 
Mstep: Class 13 contains 82658 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 99563 members 
Mstep: Class 16 contains 3442 members 
Mstep: Class 18 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525576.000000 Penalty: 34373.484375
Iteration 46Q: 17 clusters Score -6.952558e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 86761 members 
Mstep: Class 3 contains 102071 members 
Mstep: Class 4 contains 51988 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 14792 members 
Mstep: Class 8 contains 13149 members 
Mstep: Class 9 contains 82253 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 82266 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 99988 members 
Mstep: Class 16 contains 3423 members 
Mstep: Class 18 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525784.000000 Penalty: 34373.484375
Iteration 47Q: 17 clusters Score -6.952578e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 86194 members 
Mstep: Class 3 contains 101749 members 
Mstep: Class 4 contains 51870 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 12922 members 
Mstep: Class 9 contains 82977 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 81931 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 100409 members 
Mstep: Class 16 contains 3413 members 
Mstep: Class 18 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525832.000000 Penalty: 34373.484375
Iteration 48Q: 17 clusters Score -6.952583e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 85610 members 
Mstep: Class 3 contains 101522 members 
Mstep: Class 4 contains 51773 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 14973 members 
Mstep: Class 8 contains 12738 members 
Mstep: Class 9 contains 83578 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 12 contains 9031 members 
Mstep: Class 13 contains 81683 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 100756 members 
Mstep: Class 16 contains 3403 members 
Mstep: Class 18 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525800.000000 Penalty: 34373.484375
Iteration 49Q: 17 clusters Score -6.95258e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 85077 members 
Mstep: Class 3 contains 101327 members 
Mstep: Class 4 contains 51671 members 
Mstep: Class 5 contains 404 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 15035 members 
Mstep: Class 8 contains 12574 members 
Mstep: Class 9 contains 84092 members 
Mstep: Class 10 contains 412 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 81494 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 101083 members 
Mstep: Class 16 contains 3380 members 
Mstep: Class 18 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525792.000000 Penalty: 34373.484375
Iteration 50Q: 17 clusters Score -6.952579e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 84537 members 
Mstep: Class 3 contains 101160 members 
Mstep: Class 4 contains 51576 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 15114 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 84547 members 
Mstep: Class 10 contains 415 members 
Mstep: Class 12 contains 9656 members 
Mstep: Class 13 contains 81344 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 101316 members 
Mstep: Class 16 contains 3365 members 
Mstep: Class 18 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525616.000000 Penalty: 34373.484375
Iteration 51Q: 17 clusters Score -6.952562e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 84024 members 
Mstep: Class 3 contains 101036 members 
Mstep: Class 4 contains 51511 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 682 members 
Mstep: Class 7 contains 15186 members 
Mstep: Class 8 contains 12338 members 
Mstep: Class 9 contains 84937 members 
Mstep: Class 10 contains 420 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 81210 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 101524 members 
Mstep: Class 16 contains 3353 members 
Mstep: Class 18 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525552.000000 Penalty: 34373.484375
Iteration 52Q: 17 clusters Score -6.952555e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 83588 members 
Mstep: Class 3 contains 100937 members 
Mstep: Class 4 contains 51459 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 685 members 
Mstep: Class 7 contains 15250 members 
Mstep: Class 8 contains 12241 members 
Mstep: Class 9 contains 85256 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 12 contains 10200 members 
Mstep: Class 13 contains 81126 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 101651 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 18 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525600.000000 Penalty: 34373.484375
Iteration 53Q: 17 clusters Score -6.95256e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 83143 members 
Mstep: Class 3 contains 100846 members 
Mstep: Class 4 contains 51419 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 688 members 
Mstep: Class 7 contains 15299 members 
Mstep: Class 8 contains 12151 members 
Mstep: Class 9 contains 85581 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 12 contains 10468 members 
Mstep: Class 13 contains 81045 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 101765 members 
Mstep: Class 16 contains 3326 members 
Mstep: Class 18 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525496.000000 Penalty: 34373.484375
Iteration 54Q: 17 clusters Score -6.95255e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 82770 members 
Mstep: Class 3 contains 100750 members 
Mstep: Class 4 contains 51368 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 689 members 
Mstep: Class 7 contains 15355 members 
Mstep: Class 8 contains 12078 members 
Mstep: Class 9 contains 85860 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 12 contains 10701 members 
Mstep: Class 13 contains 80984 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 101856 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 18 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525584.000000 Penalty: 34373.484375
Iteration 55Q: 17 clusters Score -6.952558e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 82425 members 
Mstep: Class 3 contains 100717 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 688 members 
Mstep: Class 7 contains 15410 members 
Mstep: Class 8 contains 12007 members 
Mstep: Class 9 contains 86092 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 12 contains 10910 members 
Mstep: Class 13 contains 80939 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 101906 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 18 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525344.000000 Penalty: 34373.484375
Iteration 56Q: 17 clusters Score -6.952534e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 82123 members 
Mstep: Class 3 contains 100632 members 
Mstep: Class 4 contains 51267 members 
Mstep: Class 5 contains 411 members 
Mstep: Class 6 contains 689 members 
Mstep: Class 7 contains 15447 members 
Mstep: Class 8 contains 11946 members 
Mstep: Class 9 contains 86322 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 12 contains 11126 members 
Mstep: Class 13 contains 80896 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 101970 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 18 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525096.000000 Penalty: 34373.484375
Iteration 57Q: 17 clusters Score -6.95251e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 81857 members 
Mstep: Class 3 contains 100542 members 
Mstep: Class 4 contains 51222 members 
Mstep: Class 5 contains 414 members 
Mstep: Class 6 contains 691 members 
Mstep: Class 7 contains 15475 members 
Mstep: Class 8 contains 11880 members 
Mstep: Class 9 contains 86532 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 12 contains 11315 members 
Mstep: Class 13 contains 80885 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 102019 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 18 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525112.000000 Penalty: 34373.484375
Iteration 58Q: 17 clusters Score -6.952511e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 81618 members 
Mstep: Class 3 contains 100424 members 
Mstep: Class 4 contains 51186 members 
Mstep: Class 5 contains 416 members 
Mstep: Class 6 contains 693 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 11827 members 
Mstep: Class 9 contains 86730 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 12 contains 11499 members 
Mstep: Class 13 contains 80885 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 102050 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 18 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525192.000000 Penalty: 34373.484375
Iteration 59Q: 17 clusters Score -6.952519e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 81380 members 
Mstep: Class 3 contains 100331 members 
Mstep: Class 4 contains 51167 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 15539 members 
Mstep: Class 8 contains 11786 members 
Mstep: Class 9 contains 86921 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 12 contains 11679 members 
Mstep: Class 13 contains 80886 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 102041 members 
Mstep: Class 16 contains 3301 members 
Mstep: Class 18 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525568.000000 Penalty: 34373.484375
Iteration 60F: 17 clusters Score -6.952557e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 80972 members 
Mstep: Class 3 contains 100261 members 
Mstep: Class 4 contains 51146 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 696 members 
Mstep: Class 7 contains 15574 members 
Mstep: Class 8 contains 11760 members 
Mstep: Class 9 contains 87094 members 
Mstep: Class 10 contains 418 members 
Mstep: Class 12 contains 12070 members 
Mstep: Class 13 contains 80866 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 101998 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 18 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526120.000000 Penalty: 34373.484375
Iteration 61Q: 17 clusters Score -6.952612e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 80517 members 
Mstep: Class 3 contains 100217 members 
Mstep: Class 4 contains 51123 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 15599 members 
Mstep: Class 8 contains 11743 members 
Mstep: Class 9 contains 87251 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 80857 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 101982 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 18 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526168.000000 Penalty: 34373.484375
Iteration 62Q: 17 clusters Score -6.952617e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 80085 members 
Mstep: Class 3 contains 100207 members 
Mstep: Class 4 contains 51107 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 705 members 
Mstep: Class 7 contains 15621 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 9 contains 87390 members 
Mstep: Class 10 contains 422 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 80852 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101967 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 18 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526136.000000 Penalty: 34373.484375
Iteration 63Q: 17 clusters Score -6.952614e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 79671 members 
Mstep: Class 3 contains 100168 members 
Mstep: Class 4 contains 51099 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 15643 members 
Mstep: Class 8 contains 11711 members 
Mstep: Class 9 contains 87529 members 
Mstep: Class 10 contains 424 members 
Mstep: Class 12 contains 13109 members 
Mstep: Class 13 contains 80852 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 101965 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 18 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526072.000000 Penalty: 34373.484375
Iteration 64Q: 17 clusters Score -6.952607e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 79267 members 
Mstep: Class 3 contains 100104 members 
Mstep: Class 4 contains 51083 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 15660 members 
Mstep: Class 8 contains 11710 members 
Mstep: Class 9 contains 87664 members 
Mstep: Class 10 contains 426 members 
Mstep: Class 12 contains 13408 members 
Mstep: Class 13 contains 80834 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102019 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 18 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526144.000000 Penalty: 34373.484375
Iteration 65Q: 17 clusters Score -6.952614e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 78919 members 
Mstep: Class 3 contains 100027 members 
Mstep: Class 4 contains 51078 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 15680 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 87819 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 12 contains 13680 members 
Mstep: Class 13 contains 80811 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102028 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 18 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526224.000000 Penalty: 34373.484375
Iteration 66Q: 17 clusters Score -6.952622e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 78603 members 
Mstep: Class 3 contains 99964 members 
Mstep: Class 4 contains 51068 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 15691 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 87969 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 13916 members 
Mstep: Class 13 contains 80795 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102040 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526328.000000 Penalty: 34373.484375
Iteration 67Q: 17 clusters Score -6.952633e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 78301 members 
Mstep: Class 3 contains 99940 members 
Mstep: Class 4 contains 51062 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 15703 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 88115 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 13 contains 80780 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102031 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526240.000000 Penalty: 34373.484375
Iteration 68Q: 17 clusters Score -6.952624e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 78035 members 
Mstep: Class 3 contains 99921 members 
Mstep: Class 4 contains 51046 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 15717 members 
Mstep: Class 8 contains 11685 members 
Mstep: Class 9 contains 88238 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 14322 members 
Mstep: Class 13 contains 80763 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102027 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526200.000000 Penalty: 34373.484375
Iteration 69Q: 17 clusters Score -6.95262e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 77783 members 
Mstep: Class 3 contains 99903 members 
Mstep: Class 4 contains 51034 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 15734 members 
Mstep: Class 8 contains 11677 members 
Mstep: Class 9 contains 88353 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 14500 members 
Mstep: Class 13 contains 80750 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102021 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526168.000000 Penalty: 34373.484375
Iteration 70Q: 17 clusters Score -6.952617e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 77508 members 
Mstep: Class 3 contains 99868 members 
Mstep: Class 4 contains 51031 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 15757 members 
Mstep: Class 8 contains 11671 members 
Mstep: Class 9 contains 88463 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 14695 members 
Mstep: Class 13 contains 80727 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102038 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526136.000000 Penalty: 34373.484375
Iteration 71Q: 17 clusters Score -6.952614e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 77234 members 
Mstep: Class 3 contains 99867 members 
Mstep: Class 4 contains 51026 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 11664 members 
Mstep: Class 9 contains 88557 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 14906 members 
Mstep: Class 13 contains 80702 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102032 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526280.000000 Penalty: 34373.484375
Iteration 72Q: 17 clusters Score -6.952628e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 77020 members 
Mstep: Class 3 contains 99821 members 
Mstep: Class 4 contains 51022 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 11652 members 
Mstep: Class 9 contains 88635 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 80681 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102043 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526280.000000 Penalty: 34373.484375
Iteration 73Q: 17 clusters Score -6.952628e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 76808 members 
Mstep: Class 3 contains 99830 members 
Mstep: Class 4 contains 51025 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 15817 members 
Mstep: Class 8 contains 11641 members 
Mstep: Class 9 contains 88706 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 15280 members 
Mstep: Class 13 contains 80656 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102009 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526360.000000 Penalty: 34373.484375
Iteration 74Q: 17 clusters Score -6.952636e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 76588 members 
Mstep: Class 3 contains 99850 members 
Mstep: Class 4 contains 51025 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 15832 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 88786 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 15434 members 
Mstep: Class 13 contains 80647 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 101987 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526224.000000 Penalty: 34373.484375
Iteration 75Q: 17 clusters Score -6.952622e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 76389 members 
Mstep: Class 3 contains 99857 members 
Mstep: Class 4 contains 51019 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 15841 members 
Mstep: Class 8 contains 11615 members 
Mstep: Class 9 contains 88869 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 15572 members 
Mstep: Class 13 contains 80626 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 101994 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526136.000000 Penalty: 34373.484375
Iteration 76Q: 17 clusters Score -6.952614e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 76194 members 
Mstep: Class 3 contains 99851 members 
Mstep: Class 4 contains 51021 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 15850 members 
Mstep: Class 8 contains 11607 members 
Mstep: Class 9 contains 88963 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 15710 members 
Mstep: Class 13 contains 80599 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 101994 members 
Mstep: Class 16 contains 3253 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526160.000000 Penalty: 34373.484375
Iteration 77Q: 17 clusters Score -6.952616e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 76009 members 
Mstep: Class 3 contains 99867 members 
Mstep: Class 4 contains 51019 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 15854 members 
Mstep: Class 8 contains 11601 members 
Mstep: Class 9 contains 89029 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 15830 members 
Mstep: Class 13 contains 80571 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102012 members 
Mstep: Class 16 contains 3248 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526032.000000 Penalty: 34373.484375
Iteration 78Q: 17 clusters Score -6.952603e+07 nChanged 497
Entering ConstructFrom: 
Score: -69526032.000000 Penalty: 34373.484375
Entering ConstructFrom: 
Trying to split cluster 1 (4124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Entering Unmasked Estep 
Score: -512342.312500 Penalty: 1352.744141
	Iteration 0F: 2 clusters Score -512342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -508948.218750 Penalty: 2705.488281
	Iteration 0F: 3 clusters Score -508948.2 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -509790.906250 Penalty: 2705.488281
	Iteration 1F: 3 clusters Score -509790.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -509939.343750 Penalty: 2705.488281
	Iteration 2F: 3 clusters Score -509939.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -510036.437500 Penalty: 2705.488281
	Iteration 3Q: 3 clusters Score -510036.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -510105.562500 Penalty: 2705.488281
	Iteration 4Q: 3 clusters Score -510105.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -510149.812500 Penalty: 2705.488281
	Iteration 5Q: 3 clusters Score -510149.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -510187.187500 Penalty: 2705.488281
	Iteration 6Q: 3 clusters Score -510187.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -510212.468750 Penalty: 2705.488281
	Iteration 7Q: 3 clusters Score -510212.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -510235.093750 Penalty: 2705.488281
	Iteration 8Q: 3 clusters Score -510235.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -510264.406250 Penalty: 2705.488281
	Iteration 9Q: 3 clusters Score -510264.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -510296.406250 Penalty: 2705.488281
	Iteration 10Q: 3 clusters Score -510296.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -510319.250000 Penalty: 2705.488281
	Iteration 11Q: 3 clusters Score -510319.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -510342.875000 Penalty: 2705.488281
	Iteration 12Q: 3 clusters Score -510342.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -510366.875000 Penalty: 2705.488281
	Iteration 13Q: 3 clusters Score -510366.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -510395.906250 Penalty: 2705.488281
	Iteration 14Q: 3 clusters Score -510395.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -510422.468750 Penalty: 2705.488281
	Iteration 15Q: 3 clusters Score -510422.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -510444.843750 Penalty: 2705.488281
	Iteration 16Q: 3 clusters Score -510444.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -510468.781250 Penalty: 2705.488281
	Iteration 17Q: 3 clusters Score -510468.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -510495.312500 Penalty: 2705.488281
	Iteration 18Q: 3 clusters Score -510495.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -510523.968750 Penalty: 2705.488281
	Iteration 19Q: 3 clusters Score -510524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -510549.406250 Penalty: 2705.488281
	Iteration 20F: 3 clusters Score -510549.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -510585.875000 Penalty: 2705.488281
	Iteration 21Q: 3 clusters Score -510585.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -510626.812500 Penalty: 2705.488281
	Iteration 22Q: 3 clusters Score -510626.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -510667.093750 Penalty: 2705.488281
	Iteration 23Q: 3 clusters Score -510667.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -510701.031250 Penalty: 2705.488281
	Iteration 24Q: 3 clusters Score -510701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -510742.968750 Penalty: 2705.488281
	Iteration 25Q: 3 clusters Score -510743 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -510781.250000 Penalty: 2705.488281
	Iteration 26Q: 3 clusters Score -510781.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -510814.781250 Penalty: 2705.488281
	Iteration 27Q: 3 clusters Score -510814.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -510854.031250 Penalty: 2705.488281
	Iteration 28Q: 3 clusters Score -510854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -510879.562500 Penalty: 2705.488281
	Iteration 29Q: 3 clusters Score -510879.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -510900.093750 Penalty: 2705.488281
	Iteration 30Q: 3 clusters Score -510900.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -510923.250000 Penalty: 2705.488281
	Iteration 31Q: 3 clusters Score -510923.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -510941.187500 Penalty: 2705.488281
	Iteration 32Q: 3 clusters Score -510941.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -510959.281250 Penalty: 2705.488281
	Iteration 33Q: 3 clusters Score -510959.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -510977.687500 Penalty: 2705.488281
	Iteration 34Q: 3 clusters Score -510977.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -510991.937500 Penalty: 2705.488281
	Iteration 35Q: 3 clusters Score -510991.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -511005.656250 Penalty: 2705.488281
	Iteration 36Q: 3 clusters Score -511005.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -511015.968750 Penalty: 2705.488281
	Iteration 37Q: 3 clusters Score -511016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -511026.062500 Penalty: 2705.488281
	Iteration 38Q: 3 clusters Score -511026.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -511031.125000 Penalty: 2705.488281
	Iteration 39Q: 3 clusters Score -511031.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -511038.937500 Penalty: 2705.488281
	Iteration 40F: 3 clusters Score -511038.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -511043.656250 Penalty: 2705.488281
	Iteration 41Q: 3 clusters Score -511043.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -511050.625000 Penalty: 2705.488281
	Iteration 42Q: 3 clusters Score -511050.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -511057.125000 Penalty: 2705.488281
	Iteration 43Q: 3 clusters Score -511057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -511061.625000 Penalty: 2705.488281
	Iteration 44Q: 3 clusters Score -511061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -511065.250000 Penalty: 2705.488281
	Iteration 45Q: 3 clusters Score -511065.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -511076.156250 Penalty: 2705.488281
	Iteration 46Q: 3 clusters Score -511076.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -511085.281250 Penalty: 2705.488281
	Iteration 47Q: 3 clusters Score -511085.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -511093.906250 Penalty: 2705.488281
	Iteration 48Q: 3 clusters Score -511093.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -511099.187500 Penalty: 2705.488281
	Iteration 49Q: 3 clusters Score -511099.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -511105.250000 Penalty: 2705.488281
	Iteration 50Q: 3 clusters Score -511105.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -511110.093750 Penalty: 2705.488281
	Iteration 51Q: 3 clusters Score -511110.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -511111.875000 Penalty: 2705.488281
	Iteration 52Q: 3 clusters Score -511111.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -511114.312500 Penalty: 2705.488281
	Iteration 53Q: 3 clusters Score -511114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -511117.031250 Penalty: 2705.488281
	Iteration 54Q: 3 clusters Score -511117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -511124.281250 Penalty: 2705.488281
	Iteration 55Q: 3 clusters Score -511124.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -511131.593750 Penalty: 2705.488281
	Iteration 56Q: 3 clusters Score -511131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -511134.437500 Penalty: 2705.488281
	Iteration 57Q: 3 clusters Score -511134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -511136.687500 Penalty: 2705.488281
	Iteration 58Q: 3 clusters Score -511136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -511138.593750 Penalty: 2705.488281
	Iteration 59Q: 3 clusters Score -511138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -511138.312500 Penalty: 2705.488281
	Iteration 60F: 3 clusters Score -511138.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Entering Unmasked Estep 
Score: -9781943.000000 Penalty: 1825.924805
	Iteration 0F: 2 clusters Score -9781943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -9732182.000000 Penalty: 3651.849609
	Iteration 0F: 3 clusters Score -9732182 nChanged 36077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -9753391.000000 Penalty: 3651.849609
	Iteration 1F: 3 clusters Score -9753391 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -9754118.000000 Penalty: 3651.849609
	Iteration 2Q: 3 clusters Score -9754118 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -9755076.000000 Penalty: 3651.849609
	Iteration 3Q: 3 clusters Score -9755076 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -9756299.000000 Penalty: 3651.849609
	Iteration 4Q: 3 clusters Score -9756299 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -9758203.000000 Penalty: 3651.849609
	Iteration 5Q: 3 clusters Score -9758203 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -9761076.000000 Penalty: 3651.849609
	Iteration 6F: 3 clusters Score -9761076 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -9765242.000000 Penalty: 3651.849609
	Iteration 7F: 3 clusters Score -9765242 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -9769339.000000 Penalty: 3651.849609
	Iteration 8F: 3 clusters Score -9769339 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -9771060.000000 Penalty: 3651.849609
	Iteration 9F: 3 clusters Score -9771060 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -9771557.000000 Penalty: 3651.849609
	Iteration 10Q: 3 clusters Score -9771557 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -9771809.000000 Penalty: 3651.849609
	Iteration 11Q: 3 clusters Score -9771809 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -9772058.000000 Penalty: 3651.849609
	Iteration 12Q: 3 clusters Score -9772058 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -9772207.000000 Penalty: 3651.849609
	Iteration 13Q: 3 clusters Score -9772207 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -9772324.000000 Penalty: 3651.849609
	Iteration 14Q: 3 clusters Score -9772324 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -9772411.000000 Penalty: 3651.849609
	Iteration 15Q: 3 clusters Score -9772411 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -9772569.000000 Penalty: 3651.849609
	Iteration 16Q: 3 clusters Score -9772569 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -9772674.000000 Penalty: 3651.849609
	Iteration 17Q: 3 clusters Score -9772674 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -9772751.000000 Penalty: 3651.849609
	Iteration 18Q: 3 clusters Score -9772751 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -9772854.000000 Penalty: 3651.849609
	Iteration 19Q: 3 clusters Score -9772854 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -9772908.000000 Penalty: 3651.849609
	Iteration 20F: 3 clusters Score -9772908 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -9773013.000000 Penalty: 3651.849609
	Iteration 21Q: 3 clusters Score -9773013 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -9773098.000000 Penalty: 3651.849609
	Iteration 22Q: 3 clusters Score -9773098 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -9773172.000000 Penalty: 3651.849609
	Iteration 23Q: 3 clusters Score -9773172 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -9773250.000000 Penalty: 3651.849609
	Iteration 24Q: 3 clusters Score -9773250 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -9773294.000000 Penalty: 3651.849609
	Iteration 25Q: 3 clusters Score -9773294 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -9773335.000000 Penalty: 3651.849609
	Iteration 26Q: 3 clusters Score -9773335 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -9773396.000000 Penalty: 3651.849609
	Iteration 27Q: 3 clusters Score -9773396 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -9773457.000000 Penalty: 3651.849609
	Iteration 28Q: 3 clusters Score -9773457 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -9773499.000000 Penalty: 3651.849609
	Iteration 29Q: 3 clusters Score -9773499 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -9773547.000000 Penalty: 3651.849609
	Iteration 30Q: 3 clusters Score -9773547 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -9773575.000000 Penalty: 3651.849609
	Iteration 31Q: 3 clusters Score -9773575 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -9773623.000000 Penalty: 3651.849609
	Iteration 32Q: 3 clusters Score -9773623 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -9773663.000000 Penalty: 3651.849609
	Iteration 33Q: 3 clusters Score -9773663 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -9773730.000000 Penalty: 3651.849609
	Iteration 34Q: 3 clusters Score -9773730 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -9773800.000000 Penalty: 3651.849609
	Iteration 35Q: 3 clusters Score -9773800 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -9773856.000000 Penalty: 3651.849609
	Iteration 36Q: 3 clusters Score -9773856 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -9773904.000000 Penalty: 3651.849609
	Iteration 37Q: 3 clusters Score -9773904 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -9773969.000000 Penalty: 3651.849609
	Iteration 38Q: 3 clusters Score -9773969 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -9774031.000000 Penalty: 3651.849609
	Iteration 39Q: 3 clusters Score -9774031 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -9774100.000000 Penalty: 3651.849609
	Iteration 40F: 3 clusters Score -9774100 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -9774199.000000 Penalty: 3651.849609
	Iteration 41Q: 3 clusters Score -9774199 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -9774386.000000 Penalty: 3651.849609
	Iteration 42Q: 3 clusters Score -9774386 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -9774577.000000 Penalty: 3651.849609
	Iteration 43Q: 3 clusters Score -9774577 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -9774751.000000 Penalty: 3651.849609
	Iteration 44Q: 3 clusters Score -9774751 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -9775034.000000 Penalty: 3651.849609
	Iteration 45Q: 3 clusters Score -9775034 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -9775286.000000 Penalty: 3651.849609
	Iteration 46Q: 3 clusters Score -9775286 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -9775601.000000 Penalty: 3651.849609
	Iteration 47Q: 3 clusters Score -9775601 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -9775956.000000 Penalty: 3651.849609
	Iteration 48Q: 3 clusters Score -9775956 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -9776277.000000 Penalty: 3651.849609
	Iteration 49Q: 3 clusters Score -9776277 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -9776697.000000 Penalty: 3651.849609
	Iteration 50Q: 3 clusters Score -9776697 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -9777171.000000 Penalty: 3651.849609
	Iteration 51Q: 3 clusters Score -9777171 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -9777580.000000 Penalty: 3651.849609
	Iteration 52Q: 3 clusters Score -9777580 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -9778012.000000 Penalty: 3651.849609
	Iteration 53Q: 3 clusters Score -9778012 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -9778428.000000 Penalty: 3651.849609
	Iteration 54Q: 3 clusters Score -9778428 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -9778837.000000 Penalty: 3651.849609
	Iteration 55Q: 3 clusters Score -9778837 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -9779148.000000 Penalty: 3651.849609
	Iteration 56Q: 3 clusters Score -9779148 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -9779442.000000 Penalty: 3651.849609
	Iteration 57Q: 3 clusters Score -9779442 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9779628.000000 Penalty: 3651.849609
	Iteration 58Q: 3 clusters Score -9779628 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -9779758.000000 Penalty: 3651.849609
	Iteration 59Q: 3 clusters Score -9779758 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9779989.000000 Penalty: 3651.849609
	Iteration 60F: 3 clusters Score -9779989 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9780171.000000 Penalty: 3651.849609
	Iteration 61Q: 3 clusters Score -9780171 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9780256.000000 Penalty: 3651.849609
	Iteration 62Q: 3 clusters Score -9780256 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9780330.000000 Penalty: 3651.849609
	Iteration 63Q: 3 clusters Score -9780330 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9780399.000000 Penalty: 3651.849609
	Iteration 64Q: 3 clusters Score -9780399 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9780430.000000 Penalty: 3651.849609
	Iteration 65Q: 3 clusters Score -9780430 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9780457.000000 Penalty: 3651.849609
	Iteration 66Q: 3 clusters Score -9780457 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9780465.000000 Penalty: 3651.849609
	Iteration 67Q: 3 clusters Score -9780465 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9780492.000000 Penalty: 3651.849609
	Iteration 68Q: 3 clusters Score -9780492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9780516.000000 Penalty: 3651.849609
	Iteration 69Q: 3 clusters Score -9780516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9780514.000000 Penalty: 3651.849609
	Iteration 70Q: 3 clusters Score -9780514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9780528.000000 Penalty: 3651.849609
	Iteration 71Q: 3 clusters Score -9780528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9780540.000000 Penalty: 3651.849609
	Iteration 72Q: 3 clusters Score -9780540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9780560.000000 Penalty: 3651.849609
	Iteration 73Q: 3 clusters Score -9780560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9780569.000000 Penalty: 3651.849609
	Iteration 74Q: 3 clusters Score -9780569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9780564.000000 Penalty: 3651.849609
	Iteration 75Q: 3 clusters Score -9780564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9780560.000000 Penalty: 3651.849609
	Iteration 76Q: 3 clusters Score -9780560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9780558.000000 Penalty: 3651.849609
	Iteration 77Q: 3 clusters Score -9780558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9780567.000000 Penalty: 3651.849609
	Iteration 78Q: 3 clusters Score -9780567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75453 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9780565.000000 Penalty: 3651.849609
	Iteration 79Q: 3 clusters Score -9780565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9780570.000000 Penalty: 3651.849609
	Iteration 80F: 3 clusters Score -9780570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9780575.000000 Penalty: 3651.849609
	Iteration 81Q: 3 clusters Score -9780575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75460 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9780572.000000 Penalty: 3651.849609
	Iteration 82Q: 3 clusters Score -9780572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9780565.000000 Penalty: 3651.849609
	Iteration 83Q: 3 clusters Score -9780565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9780565.000000 Penalty: 3651.849609
	Iteration 84Q: 3 clusters Score -9780565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9780569.000000 Penalty: 3651.849609
	Iteration 85Q: 3 clusters Score -9780569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9780583.000000 Penalty: 3651.849609
	Iteration 86Q: 3 clusters Score -9780583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75471 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9780585.000000 Penalty: 3651.849609
	Iteration 87Q: 3 clusters Score -9780585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9780586.000000 Penalty: 3651.849609
	Iteration 88Q: 3 clusters Score -9780586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9780587.000000 Penalty: 3651.849609
	Iteration 89Q: 3 clusters Score -9780587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9780586.000000 Penalty: 3651.849609
	Iteration 90Q: 3 clusters Score -9780586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9780586.000000 Penalty: 3651.849609
	Iteration 91F: 3 clusters Score -9780586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Entering Unmasked Estep 
Score: -12766966.000000 Penalty: 1870.554321
	Iteration 0F: 2 clusters Score -1.276697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -12702251.000000 Penalty: 3741.108643
	Iteration 0F: 3 clusters Score -1.270225e+07 nChanged 47707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -12729822.000000 Penalty: 3741.108643
	Iteration 1F: 3 clusters Score -1.272982e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -12730690.000000 Penalty: 3741.108643
	Iteration 2Q: 3 clusters Score -1.273069e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -12731558.000000 Penalty: 3741.108643
	Iteration 3Q: 3 clusters Score -1.273156e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -12733170.000000 Penalty: 3741.108643
	Iteration 4Q: 3 clusters Score -1.273317e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -12736290.000000 Penalty: 3741.108643
	Iteration 5F: 3 clusters Score -1.273629e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -12741688.000000 Penalty: 3741.108643
	Iteration 6F: 3 clusters Score -1.274169e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -12749094.000000 Penalty: 3741.108643
	Iteration 7F: 3 clusters Score -1.274909e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -12756503.000000 Penalty: 3741.108643
	Iteration 8F: 3 clusters Score -1.27565e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -12761585.000000 Penalty: 3741.108643
	Iteration 9F: 3 clusters Score -1.276158e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -12763944.000000 Penalty: 3741.108643
	Iteration 10Q: 3 clusters Score -1.276394e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12764924.000000 Penalty: 3741.108643
	Iteration 11Q: 3 clusters Score -1.276492e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99283 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12765184.000000 Penalty: 3741.108643
	Iteration 12Q: 3 clusters Score -1.276518e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12765291.000000 Penalty: 3741.108643
	Iteration 13Q: 3 clusters Score -1.276529e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12765346.000000 Penalty: 3741.108643
	Iteration 14Q: 3 clusters Score -1.276535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12765373.000000 Penalty: 3741.108643
	Iteration 15Q: 3 clusters Score -1.276537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12765408.000000 Penalty: 3741.108643
	Iteration 16Q: 3 clusters Score -1.276541e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12765438.000000 Penalty: 3741.108643
	Iteration 17Q: 3 clusters Score -1.276544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12765450.000000 Penalty: 3741.108643
	Iteration 18Q: 3 clusters Score -1.276545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12765456.000000 Penalty: 3741.108643
	Iteration 19Q: 3 clusters Score -1.276546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12765472.000000 Penalty: 3741.108643
	Iteration 20F: 3 clusters Score -1.276547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99540 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12765476.000000 Penalty: 3741.108643
	Iteration 21Q: 3 clusters Score -1.276548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12765476.000000 Penalty: 3741.108643
	Iteration 22Q: 3 clusters Score -1.276548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12765476.000000 Penalty: 3741.108643
	Iteration 23F: 3 clusters Score -1.276548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Entering Unmasked Estep 
Score: -6559587.000000 Penalty: 1761.463745
	Iteration 0F: 2 clusters Score -6559587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -6525612.000000 Penalty: 3522.927490
	Iteration 0F: 3 clusters Score -6525612 nChanged 24013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -6539679.000000 Penalty: 3522.927490
	Iteration 1F: 3 clusters Score -6539679 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -6540951.000000 Penalty: 3522.927490
	Iteration 2F: 3 clusters Score -6540951 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -6542538.000000 Penalty: 3522.927490
	Iteration 3F: 3 clusters Score -6542538 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -6544132.500000 Penalty: 3522.927490
	Iteration 4F: 3 clusters Score -6544132 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -6545491.000000 Penalty: 3522.927490
	Iteration 5F: 3 clusters Score -6545491 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -6546471.000000 Penalty: 3522.927490
	Iteration 6F: 3 clusters Score -6546471 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -6547104.500000 Penalty: 3522.927490
	Iteration 7Q: 3 clusters Score -6547104 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -6547492.500000 Penalty: 3522.927490
	Iteration 8Q: 3 clusters Score -6547492 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -6547738.500000 Penalty: 3522.927490
	Iteration 9Q: 3 clusters Score -6547738 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -6547875.000000 Penalty: 3522.927490
	Iteration 10Q: 3 clusters Score -6547875 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -6548065.500000 Penalty: 3522.927490
	Iteration 11Q: 3 clusters Score -6548066 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -6548212.500000 Penalty: 3522.927490
	Iteration 12Q: 3 clusters Score -6548212 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -6548390.000000 Penalty: 3522.927490
	Iteration 13Q: 3 clusters Score -6548390 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -6548571.000000 Penalty: 3522.927490
	Iteration 14Q: 3 clusters Score -6548571 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -6548794.500000 Penalty: 3522.927490
	Iteration 15Q: 3 clusters Score -6548794 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -6549145.000000 Penalty: 3522.927490
	Iteration 16Q: 3 clusters Score -6549145 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -6549636.500000 Penalty: 3522.927490
	Iteration 17Q: 3 clusters Score -6549636 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -6550338.500000 Penalty: 3522.927490
	Iteration 18Q: 3 clusters Score -6550338 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -6551293.500000 Penalty: 3522.927490
	Iteration 19Q: 3 clusters Score -6551294 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -6552348.000000 Penalty: 3522.927490
	Iteration 20F: 3 clusters Score -6552348 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -6553587.500000 Penalty: 3522.927490
	Iteration 21Q: 3 clusters Score -6553588 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -6554910.500000 Penalty: 3522.927490
	Iteration 22Q: 3 clusters Score -6554910 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -6555971.500000 Penalty: 3522.927490
	Iteration 23Q: 3 clusters Score -6555972 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -6556851.000000 Penalty: 3522.927490
	Iteration 24Q: 3 clusters Score -6556851 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -6557373.500000 Penalty: 3522.927490
	Iteration 25Q: 3 clusters Score -6557374 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -6557715.000000 Penalty: 3522.927490
	Iteration 26Q: 3 clusters Score -6557715 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -6557926.000000 Penalty: 3522.927490
	Iteration 27Q: 3 clusters Score -6557926 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -6558050.000000 Penalty: 3522.927490
	Iteration 28Q: 3 clusters Score -6558050 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -6558134.000000 Penalty: 3522.927490
	Iteration 29Q: 3 clusters Score -6558134 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -6558165.000000 Penalty: 3522.927490
	Iteration 30Q: 3 clusters Score -6558165 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -6558187.500000 Penalty: 3522.927490
	Iteration 31Q: 3 clusters Score -6558188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -6558219.500000 Penalty: 3522.927490
	Iteration 32Q: 3 clusters Score -6558220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6558251.000000 Penalty: 3522.927490
	Iteration 33Q: 3 clusters Score -6558251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6558248.000000 Penalty: 3522.927490
	Iteration 34Q: 3 clusters Score -6558248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -6558259.500000 Penalty: 3522.927490
	Iteration 35Q: 3 clusters Score -6558260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -6558257.500000 Penalty: 3522.927490
	Iteration 36Q: 3 clusters Score -6558258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -6558262.500000 Penalty: 3522.927490
	Iteration 37Q: 3 clusters Score -6558262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -6558272.500000 Penalty: 3522.927490
	Iteration 38Q: 3 clusters Score -6558272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -6558280.500000 Penalty: 3522.927490
	Iteration 39Q: 3 clusters Score -6558280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -6558277.500000 Penalty: 3522.927490
	Iteration 40F: 3 clusters Score -6558278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -6558275.500000 Penalty: 3522.927490
	Iteration 41Q: 3 clusters Score -6558276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6558282.500000 Penalty: 3522.927490
	Iteration 42Q: 3 clusters Score -6558282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -6558288.000000 Penalty: 3522.927490
	Iteration 43Q: 3 clusters Score -6558288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6558287.500000 Penalty: 3522.927490
	Iteration 44Q: 3 clusters Score -6558288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6558282.000000 Penalty: 3522.927490
	Iteration 45Q: 3 clusters Score -6558282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -6558293.500000 Penalty: 3522.927490
	Iteration 46Q: 3 clusters Score -6558294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6558298.000000 Penalty: 3522.927490
	Iteration 47Q: 3 clusters Score -6558298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -6558297.500000 Penalty: 3522.927490
	Iteration 48Q: 3 clusters Score -6558298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -6558299.000000 Penalty: 3522.927490
	Iteration 49Q: 3 clusters Score -6558299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6558306.500000 Penalty: 3522.927490
	Iteration 50Q: 3 clusters Score -6558306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -6558303.000000 Penalty: 3522.927490
	Iteration 51Q: 3 clusters Score -6558303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -6558307.500000 Penalty: 3522.927490
	Iteration 52Q: 3 clusters Score -6558308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6558311.000000 Penalty: 3522.927490
	Iteration 53Q: 3 clusters Score -6558311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -6558308.500000 Penalty: 3522.927490
	Iteration 54Q: 3 clusters Score -6558308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -6558308.500000 Penalty: 3522.927490
	Iteration 55F: 3 clusters Score -6558308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -45433.941406 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -45433.94 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 183 members 
Entering Unmasked Estep 
Score: -44472.148438 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -44472.15 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -44690.121094 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -44690.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44768.253906 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -44768.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -44834.910156 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -44834.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44899.640625 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -44899.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44925.523438 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -44925.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44951.011719 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -44951.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -44976.093750 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -44976.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45008.984375 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -45008.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45023.074219 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -45023.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45036.777344 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -45036.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45050.257812 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -45050.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45066.011719 Penalty: 1960.753052
	Iteration 12Q: 3 clusters Score -45066.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45074.000000 Penalty: 1960.753052
	Iteration 13Q: 3 clusters Score -45074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45075.261719 Penalty: 1960.753052
	Iteration 14Q: 3 clusters Score -45075.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45075.261719 Penalty: 1960.753052
	Iteration 15F: 3 clusters Score -45075.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -78882.390625 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -78882.39 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 369 members 
Entering Unmasked Estep 
Score: -77768.718750 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -77768.72 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78227.656250 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -78227.66 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78537.820312 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -78537.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -78717.226562 Penalty: 2134.625244
	Iteration 3F: 3 clusters Score -78717.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -78870.343750 Penalty: 2134.625244
	Iteration 4Q: 3 clusters Score -78870.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78901.789062 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -78901.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -78924.921875 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -78924.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -78937.296875 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -78937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78941.062500 Penalty: 2134.625244
	Iteration 8Q: 3 clusters Score -78941.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78942.968750 Penalty: 2134.625244
	Iteration 9Q: 3 clusters Score -78942.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78942.968750 Penalty: 2134.625244
	Iteration 10F: 3 clusters Score -78942.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 75846 members 
Mstep: Class 3 contains 99818 members 
Mstep: Class 4 contains 51010 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 15859 members 
Mstep: Class 8 contains 11599 members 
Mstep: Class 9 contains 89124 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 15950 members 
Mstep: Class 13 contains 80548 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102043 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
Score: -69525040.000000 Penalty: 36521.828125
Splitting cluster 6 changes total score from -69526032.000000 to -69525040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Entering Unmasked Estep 
Score: -1984125.625000 Penalty: 1571.617554
	Iteration 0F: 2 clusters Score -1984126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1973278.375000 Penalty: 3143.235107
	Iteration 0F: 3 clusters Score -1973278 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1977262.750000 Penalty: 3143.235107
	Iteration 1F: 3 clusters Score -1977263 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1977891.750000 Penalty: 3143.235107
	Iteration 2F: 3 clusters Score -1977892 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1978649.625000 Penalty: 3143.235107
	Iteration 3F: 3 clusters Score -1978650 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1979534.875000 Penalty: 3143.235107
	Iteration 4F: 3 clusters Score -1979535 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1980333.500000 Penalty: 3143.235107
	Iteration 5F: 3 clusters Score -1980334 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1980975.500000 Penalty: 3143.235107
	Iteration 6F: 3 clusters Score -1980976 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1981486.125000 Penalty: 3143.235107
	Iteration 7F: 3 clusters Score -1981486 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1981878.750000 Penalty: 3143.235107
	Iteration 8Q: 3 clusters Score -1981879 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1982178.500000 Penalty: 3143.235107
	Iteration 9Q: 3 clusters Score -1982178 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1982425.125000 Penalty: 3143.235107
	Iteration 10Q: 3 clusters Score -1982425 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1982702.125000 Penalty: 3143.235107
	Iteration 11Q: 3 clusters Score -1982702 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1982959.375000 Penalty: 3143.235107
	Iteration 12Q: 3 clusters Score -1982959 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1983253.500000 Penalty: 3143.235107
	Iteration 13Q: 3 clusters Score -1983254 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1983499.750000 Penalty: 3143.235107
	Iteration 14Q: 3 clusters Score -1983500 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1983630.000000 Penalty: 3143.235107
	Iteration 15Q: 3 clusters Score -1983630 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1983726.375000 Penalty: 3143.235107
	Iteration 16Q: 3 clusters Score -1983726 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1983784.875000 Penalty: 3143.235107
	Iteration 17Q: 3 clusters Score -1983785 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1983831.750000 Penalty: 3143.235107
	Iteration 18Q: 3 clusters Score -1983832 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1983877.375000 Penalty: 3143.235107
	Iteration 19Q: 3 clusters Score -1983877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1983911.875000 Penalty: 3143.235107
	Iteration 20F: 3 clusters Score -1983912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1983944.000000 Penalty: 3143.235107
	Iteration 21Q: 3 clusters Score -1983944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1983960.875000 Penalty: 3143.235107
	Iteration 22Q: 3 clusters Score -1983961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1983974.875000 Penalty: 3143.235107
	Iteration 23Q: 3 clusters Score -1983975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1983984.000000 Penalty: 3143.235107
	Iteration 24Q: 3 clusters Score -1983984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1983990.500000 Penalty: 3143.235107
	Iteration 25Q: 3 clusters Score -1983990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1984002.000000 Penalty: 3143.235107
	Iteration 26Q: 3 clusters Score -1984002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1984004.875000 Penalty: 3143.235107
	Iteration 27Q: 3 clusters Score -1984005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1984007.000000 Penalty: 3143.235107
	Iteration 28Q: 3 clusters Score -1984007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1984004.625000 Penalty: 3143.235107
	Iteration 29Q: 3 clusters Score -1984005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1984011.375000 Penalty: 3143.235107
	Iteration 30Q: 3 clusters Score -1984011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1984010.000000 Penalty: 3143.235107
	Iteration 31Q: 3 clusters Score -1984010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1984008.625000 Penalty: 3143.235107
	Iteration 32Q: 3 clusters Score -1984009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1984007.250000 Penalty: 3143.235107
	Iteration 33Q: 3 clusters Score -1984007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1984007.750000 Penalty: 3143.235107
	Iteration 34Q: 3 clusters Score -1984008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1984010.000000 Penalty: 3143.235107
	Iteration 35Q: 3 clusters Score -1984010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1984013.000000 Penalty: 3143.235107
	Iteration 36Q: 3 clusters Score -1984013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1984010.875000 Penalty: 3143.235107
	Iteration 37Q: 3 clusters Score -1984011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1984011.625000 Penalty: 3143.235107
	Iteration 38Q: 3 clusters Score -1984012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1984010.875000 Penalty: 3143.235107
	Iteration 39Q: 3 clusters Score -1984011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1984012.500000 Penalty: 3143.235107
	Iteration 40F: 3 clusters Score -1984012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1984014.000000 Penalty: 3143.235107
	Iteration 41Q: 3 clusters Score -1984014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1984013.000000 Penalty: 3143.235107
	Iteration 42Q: 3 clusters Score -1984013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1984012.250000 Penalty: 3143.235107
	Iteration 43Q: 3 clusters Score -1984012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1984012.125000 Penalty: 3143.235107
	Iteration 44Q: 3 clusters Score -1984012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1984012.125000 Penalty: 3143.235107
	Iteration 45F: 3 clusters Score -1984012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Entering Unmasked Estep 
Score: -1480697.750000 Penalty: 1520.784546
	Iteration 0F: 2 clusters Score -1480698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1472496.750000 Penalty: 3041.569092
	Iteration 0F: 3 clusters Score -1472497 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1475196.750000 Penalty: 3041.569092
	Iteration 1F: 3 clusters Score -1475197 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1475457.125000 Penalty: 3041.569092
	Iteration 2F: 3 clusters Score -1475457 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1475655.125000 Penalty: 3041.569092
	Iteration 3Q: 3 clusters Score -1475655 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1475828.875000 Penalty: 3041.569092
	Iteration 4Q: 3 clusters Score -1475829 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1475982.875000 Penalty: 3041.569092
	Iteration 5Q: 3 clusters Score -1475983 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1476136.125000 Penalty: 3041.569092
	Iteration 6Q: 3 clusters Score -1476136 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1476312.250000 Penalty: 3041.569092
	Iteration 7Q: 3 clusters Score -1476312 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1476545.375000 Penalty: 3041.569092
	Iteration 8Q: 3 clusters Score -1476545 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1476820.500000 Penalty: 3041.569092
	Iteration 9Q: 3 clusters Score -1476820 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1477095.875000 Penalty: 3041.569092
	Iteration 10Q: 3 clusters Score -1477096 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1477358.750000 Penalty: 3041.569092
	Iteration 11Q: 3 clusters Score -1477359 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1477613.750000 Penalty: 3041.569092
	Iteration 12Q: 3 clusters Score -1477614 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1477852.625000 Penalty: 3041.569092
	Iteration 13Q: 3 clusters Score -1477853 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1478031.625000 Penalty: 3041.569092
	Iteration 14Q: 3 clusters Score -1478032 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1478180.250000 Penalty: 3041.569092
	Iteration 15Q: 3 clusters Score -1478180 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1478332.625000 Penalty: 3041.569092
	Iteration 16Q: 3 clusters Score -1478333 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1478490.500000 Penalty: 3041.569092
	Iteration 17Q: 3 clusters Score -1478490 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1478636.625000 Penalty: 3041.569092
	Iteration 18Q: 3 clusters Score -1478637 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1478752.625000 Penalty: 3041.569092
	Iteration 19Q: 3 clusters Score -1478753 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1478849.250000 Penalty: 3041.569092
	Iteration 20F: 3 clusters Score -1478849 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1478936.625000 Penalty: 3041.569092
	Iteration 21Q: 3 clusters Score -1478937 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1478996.250000 Penalty: 3041.569092
	Iteration 22Q: 3 clusters Score -1478996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1479045.500000 Penalty: 3041.569092
	Iteration 23Q: 3 clusters Score -1479046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1479088.875000 Penalty: 3041.569092
	Iteration 24Q: 3 clusters Score -1479089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1479135.750000 Penalty: 3041.569092
	Iteration 25Q: 3 clusters Score -1479136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1479172.000000 Penalty: 3041.569092
	Iteration 26Q: 3 clusters Score -1479172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1479216.000000 Penalty: 3041.569092
	Iteration 27Q: 3 clusters Score -1479216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1479252.125000 Penalty: 3041.569092
	Iteration 28Q: 3 clusters Score -1479252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1479271.750000 Penalty: 3041.569092
	Iteration 29Q: 3 clusters Score -1479272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1479291.375000 Penalty: 3041.569092
	Iteration 30Q: 3 clusters Score -1479291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1479303.625000 Penalty: 3041.569092
	Iteration 31Q: 3 clusters Score -1479304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1479322.625000 Penalty: 3041.569092
	Iteration 32Q: 3 clusters Score -1479323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1479337.250000 Penalty: 3041.569092
	Iteration 33Q: 3 clusters Score -1479337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1479351.375000 Penalty: 3041.569092
	Iteration 34Q: 3 clusters Score -1479351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1479368.125000 Penalty: 3041.569092
	Iteration 35Q: 3 clusters Score -1479368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1479377.625000 Penalty: 3041.569092
	Iteration 36Q: 3 clusters Score -1479378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1479388.500000 Penalty: 3041.569092
	Iteration 37Q: 3 clusters Score -1479388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1479399.250000 Penalty: 3041.569092
	Iteration 38Q: 3 clusters Score -1479399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1479406.000000 Penalty: 3041.569092
	Iteration 39Q: 3 clusters Score -1479406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1479408.125000 Penalty: 3041.569092
	Iteration 40F: 3 clusters Score -1479408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1479411.750000 Penalty: 3041.569092
	Iteration 41Q: 3 clusters Score -1479412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1479410.125000 Penalty: 3041.569092
	Iteration 42Q: 3 clusters Score -1479410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1479411.375000 Penalty: 3041.569092
	Iteration 43Q: 3 clusters Score -1479411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1479413.750000 Penalty: 3041.569092
	Iteration 44Q: 3 clusters Score -1479414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1479414.375000 Penalty: 3041.569092
	Iteration 45Q: 3 clusters Score -1479414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1479416.750000 Penalty: 3041.569092
	Iteration 46Q: 3 clusters Score -1479417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1479421.000000 Penalty: 3041.569092
	Iteration 47Q: 3 clusters Score -1479421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1479420.625000 Penalty: 3041.569092
	Iteration 48Q: 3 clusters Score -1479421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1479420.625000 Penalty: 3041.569092
	Iteration 49F: 3 clusters Score -1479421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Entering Unmasked Estep 
Score: -11448776.000000 Penalty: 1852.139893
	Iteration 0F: 2 clusters Score -1.144878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -11391114.000000 Penalty: 3704.279785
	Iteration 0F: 3 clusters Score -1.139111e+07 nChanged 42570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -11415444.000000 Penalty: 3704.279785
	Iteration 1F: 3 clusters Score -1.141544e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -11415965.000000 Penalty: 3704.279785
	Iteration 2Q: 3 clusters Score -1.141596e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -11416520.000000 Penalty: 3704.279785
	Iteration 3Q: 3 clusters Score -1.141652e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -11417112.000000 Penalty: 3704.279785
	Iteration 4Q: 3 clusters Score -1.141711e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -11417808.000000 Penalty: 3704.279785
	Iteration 5Q: 3 clusters Score -1.141781e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -11418658.000000 Penalty: 3704.279785
	Iteration 6Q: 3 clusters Score -1.141866e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -11419877.000000 Penalty: 3704.279785
	Iteration 7Q: 3 clusters Score -1.141988e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -11421691.000000 Penalty: 3704.279785
	Iteration 8Q: 3 clusters Score -1.142169e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -11424508.000000 Penalty: 3704.279785
	Iteration 9F: 3 clusters Score -1.142451e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -11428328.000000 Penalty: 3704.279785
	Iteration 10F: 3 clusters Score -1.142833e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -11432697.000000 Penalty: 3704.279785
	Iteration 11F: 3 clusters Score -1.14327e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -11436823.000000 Penalty: 3704.279785
	Iteration 12F: 3 clusters Score -1.143682e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -11439954.000000 Penalty: 3704.279785
	Iteration 13Q: 3 clusters Score -1.143995e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -11441763.000000 Penalty: 3704.279785
	Iteration 14Q: 3 clusters Score -1.144176e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -11442935.000000 Penalty: 3704.279785
	Iteration 15Q: 3 clusters Score -1.144294e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -11443981.000000 Penalty: 3704.279785
	Iteration 16Q: 3 clusters Score -1.144398e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -11444694.000000 Penalty: 3704.279785
	Iteration 17Q: 3 clusters Score -1.144469e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -11445366.000000 Penalty: 3704.279785
	Iteration 18Q: 3 clusters Score -1.144537e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -11445877.000000 Penalty: 3704.279785
	Iteration 19Q: 3 clusters Score -1.144588e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -11446232.000000 Penalty: 3704.279785
	Iteration 20F: 3 clusters Score -1.144623e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -11446494.000000 Penalty: 3704.279785
	Iteration 21Q: 3 clusters Score -1.144649e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -11446693.000000 Penalty: 3704.279785
	Iteration 22Q: 3 clusters Score -1.144669e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -11446871.000000 Penalty: 3704.279785
	Iteration 23Q: 3 clusters Score -1.144687e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -11447008.000000 Penalty: 3704.279785
	Iteration 24Q: 3 clusters Score -1.144701e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -11447102.000000 Penalty: 3704.279785
	Iteration 25Q: 3 clusters Score -1.14471e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -11447180.000000 Penalty: 3704.279785
	Iteration 26Q: 3 clusters Score -1.144718e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -11447228.000000 Penalty: 3704.279785
	Iteration 27Q: 3 clusters Score -1.144723e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -11447280.000000 Penalty: 3704.279785
	Iteration 28Q: 3 clusters Score -1.144728e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -11447303.000000 Penalty: 3704.279785
	Iteration 29Q: 3 clusters Score -1.14473e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -11447380.000000 Penalty: 3704.279785
	Iteration 30Q: 3 clusters Score -1.144738e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85440 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -11447412.000000 Penalty: 3704.279785
	Iteration 31Q: 3 clusters Score -1.144741e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -11447437.000000 Penalty: 3704.279785
	Iteration 32Q: 3 clusters Score -1.144744e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -11447460.000000 Penalty: 3704.279785
	Iteration 33Q: 3 clusters Score -1.144746e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -11447475.000000 Penalty: 3704.279785
	Iteration 34Q: 3 clusters Score -1.144748e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -11447496.000000 Penalty: 3704.279785
	Iteration 35Q: 3 clusters Score -1.14475e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -11447491.000000 Penalty: 3704.279785
	Iteration 36Q: 3 clusters Score -1.144749e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -11447482.000000 Penalty: 3704.279785
	Iteration 37Q: 3 clusters Score -1.144748e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -11447495.000000 Penalty: 3704.279785
	Iteration 38Q: 3 clusters Score -1.14475e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -11447502.000000 Penalty: 3704.279785
	Iteration 39Q: 3 clusters Score -1.14475e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -11447502.000000 Penalty: 3704.279785
	Iteration 40F: 3 clusters Score -1.14475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -11447528.000000 Penalty: 3704.279785
	Iteration 41Q: 3 clusters Score -1.144753e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86254 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -11447514.000000 Penalty: 3704.279785
	Iteration 42Q: 3 clusters Score -1.144751e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -11447535.000000 Penalty: 3704.279785
	Iteration 43Q: 3 clusters Score -1.144754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -11447535.000000 Penalty: 3704.279785
	Iteration 44Q: 3 clusters Score -1.144754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -11447527.000000 Penalty: 3704.279785
	Iteration 45Q: 3 clusters Score -1.144753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -11447539.000000 Penalty: 3704.279785
	Iteration 46Q: 3 clusters Score -1.144754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -11447534.000000 Penalty: 3704.279785
	Iteration 47Q: 3 clusters Score -1.144753e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86393 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -11447536.000000 Penalty: 3704.279785
	Iteration 48Q: 3 clusters Score -1.144754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -11447538.000000 Penalty: 3704.279785
	Iteration 49Q: 3 clusters Score -1.144754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -11447541.000000 Penalty: 3704.279785
	Iteration 50Q: 3 clusters Score -1.144754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -11447527.000000 Penalty: 3704.279785
	Iteration 51Q: 3 clusters Score -1.144753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -11447532.000000 Penalty: 3704.279785
	Iteration 52Q: 3 clusters Score -1.144753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -11447533.000000 Penalty: 3704.279785
	Iteration 53Q: 3 clusters Score -1.144753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -11447528.000000 Penalty: 3704.279785
	Iteration 54Q: 3 clusters Score -1.144753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -11447526.000000 Penalty: 3704.279785
	Iteration 55Q: 3 clusters Score -1.144753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -11447530.000000 Penalty: 3704.279785
	Iteration 56Q: 3 clusters Score -1.144753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -11447523.000000 Penalty: 3704.279785
	Iteration 57Q: 3 clusters Score -1.144752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -11447528.000000 Penalty: 3704.279785
	Iteration 58Q: 3 clusters Score -1.144753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -11447529.000000 Penalty: 3704.279785
	Iteration 59Q: 3 clusters Score -1.144753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -11447534.000000 Penalty: 3704.279785
	Iteration 60F: 3 clusters Score -1.144753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -11447529.000000 Penalty: 3704.279785
	Iteration 61Q: 3 clusters Score -1.144753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -11447528.000000 Penalty: 3704.279785
	Iteration 62Q: 3 clusters Score -1.144753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -11447529.000000 Penalty: 3704.279785
	Iteration 63Q: 3 clusters Score -1.144753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -11447530.000000 Penalty: 3704.279785
	Iteration 64Q: 3 clusters Score -1.144753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -11447522.000000 Penalty: 3704.279785
	Iteration 65Q: 3 clusters Score -1.144752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -11447518.000000 Penalty: 3704.279785
	Iteration 66Q: 3 clusters Score -1.144752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -11447518.000000 Penalty: 3704.279785
	Iteration 67Q: 3 clusters Score -1.144752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -11447514.000000 Penalty: 3704.279785
	Iteration 68Q: 3 clusters Score -1.144751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -11447514.000000 Penalty: 3704.279785
	Iteration 69F: 3 clusters Score -1.144751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -35140.218750 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -35140.22 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 212 members 
Entering Unmasked Estep 
Score: -34302.500000 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -34302.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34806.300781 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -34806.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35085.472656 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -35085.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35259.113281 Penalty: 1969.214966
	Iteration 3F: 3 clusters Score -35259.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35432.890625 Penalty: 1969.214966
	Iteration 4F: 3 clusters Score -35432.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35539.152344 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -35539.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35642.687500 Penalty: 1969.214966
	Iteration 6Q: 3 clusters Score -35642.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35664.035156 Penalty: 1969.214966
	Iteration 7Q: 3 clusters Score -35664.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35667.152344 Penalty: 1969.214966
	Iteration 8Q: 3 clusters Score -35667.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35667.152344 Penalty: 1969.214966
	Iteration 9F: 3 clusters Score -35667.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 75846 members 
Mstep: Class 3 contains 99818 members 
Mstep: Class 4 contains 51010 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 15859 members 
Mstep: Class 8 contains 11599 members 
Mstep: Class 9 contains 89124 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 236 members 
Mstep: Class 12 contains 15950 members 
Mstep: Class 13 contains 80548 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102043 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
Score: -69525424.000000 Penalty: 36521.828125
Splitting cluster 10 changes total score from -69526032.000000 to -69525424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (15950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Entering Unmasked Estep 
Score: -2064718.375000 Penalty: 1572.547241
	Iteration 0F: 2 clusters Score -2064718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2053694.750000 Penalty: 3145.094482
	Iteration 0F: 3 clusters Score -2053695 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2057541.000000 Penalty: 3145.094482
	Iteration 1F: 3 clusters Score -2057541 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2057842.375000 Penalty: 3145.094482
	Iteration 2F: 3 clusters Score -2057842 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2058107.625000 Penalty: 3145.094482
	Iteration 3Q: 3 clusters Score -2058108 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2058398.625000 Penalty: 3145.094482
	Iteration 4Q: 3 clusters Score -2058399 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2058766.250000 Penalty: 3145.094482
	Iteration 5Q: 3 clusters Score -2058766 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2059281.125000 Penalty: 3145.094482
	Iteration 6F: 3 clusters Score -2059281 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2060009.375000 Penalty: 3145.094482
	Iteration 7F: 3 clusters Score -2060009 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2060871.875000 Penalty: 3145.094482
	Iteration 8F: 3 clusters Score -2060872 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2061698.750000 Penalty: 3145.094482
	Iteration 9F: 3 clusters Score -2061699 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2062346.000000 Penalty: 3145.094482
	Iteration 10Q: 3 clusters Score -2062346 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2062796.500000 Penalty: 3145.094482
	Iteration 11Q: 3 clusters Score -2062796 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2063088.375000 Penalty: 3145.094482
	Iteration 12Q: 3 clusters Score -2063088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2063231.625000 Penalty: 3145.094482
	Iteration 13Q: 3 clusters Score -2063232 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2063303.875000 Penalty: 3145.094482
	Iteration 14Q: 3 clusters Score -2063304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2063331.250000 Penalty: 3145.094482
	Iteration 15Q: 3 clusters Score -2063331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2063349.875000 Penalty: 3145.094482
	Iteration 16Q: 3 clusters Score -2063350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2063363.125000 Penalty: 3145.094482
	Iteration 17Q: 3 clusters Score -2063363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2063373.125000 Penalty: 3145.094482
	Iteration 18Q: 3 clusters Score -2063373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2063380.625000 Penalty: 3145.094482
	Iteration 19Q: 3 clusters Score -2063381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2063391.250000 Penalty: 3145.094482
	Iteration 20F: 3 clusters Score -2063391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2063404.625000 Penalty: 3145.094482
	Iteration 21Q: 3 clusters Score -2063405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2063404.750000 Penalty: 3145.094482
	Iteration 22Q: 3 clusters Score -2063405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2063404.750000 Penalty: 3145.094482
	Iteration 23F: 3 clusters Score -2063405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Entering Unmasked Estep 
Score: -10374073.000000 Penalty: 1835.698975
	Iteration 0F: 2 clusters Score -1.037407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -10321352.000000 Penalty: 3671.397949
	Iteration 0F: 3 clusters Score -1.032135e+07 nChanged 38580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -10343899.000000 Penalty: 3671.397949
	Iteration 1F: 3 clusters Score -1.03439e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -10345117.000000 Penalty: 3671.397949
	Iteration 2Q: 3 clusters Score -1.034512e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -10346686.000000 Penalty: 3671.397949
	Iteration 3Q: 3 clusters Score -1.034669e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -10348709.000000 Penalty: 3671.397949
	Iteration 4F: 3 clusters Score -1.034871e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -10351648.000000 Penalty: 3671.397949
	Iteration 5F: 3 clusters Score -1.035165e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -10354992.000000 Penalty: 3671.397949
	Iteration 6F: 3 clusters Score -1.035499e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -10358607.000000 Penalty: 3671.397949
	Iteration 7F: 3 clusters Score -1.035861e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -10361265.000000 Penalty: 3671.397949
	Iteration 8F: 3 clusters Score -1.036126e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -10362720.000000 Penalty: 3671.397949
	Iteration 9Q: 3 clusters Score -1.036272e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -10363470.000000 Penalty: 3671.397949
	Iteration 10Q: 3 clusters Score -1.036347e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -10364046.000000 Penalty: 3671.397949
	Iteration 11Q: 3 clusters Score -1.036405e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -10364482.000000 Penalty: 3671.397949
	Iteration 12Q: 3 clusters Score -1.036448e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -10364864.000000 Penalty: 3671.397949
	Iteration 13Q: 3 clusters Score -1.036486e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -10365223.000000 Penalty: 3671.397949
	Iteration 14Q: 3 clusters Score -1.036522e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -10365525.000000 Penalty: 3671.397949
	Iteration 15Q: 3 clusters Score -1.036552e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -10365829.000000 Penalty: 3671.397949
	Iteration 16Q: 3 clusters Score -1.036583e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -10366145.000000 Penalty: 3671.397949
	Iteration 17Q: 3 clusters Score -1.036614e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -10366374.000000 Penalty: 3671.397949
	Iteration 18Q: 3 clusters Score -1.036637e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -10366618.000000 Penalty: 3671.397949
	Iteration 19Q: 3 clusters Score -1.036662e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -10366940.000000 Penalty: 3671.397949
	Iteration 20F: 3 clusters Score -1.036694e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -10367172.000000 Penalty: 3671.397949
	Iteration 21Q: 3 clusters Score -1.036717e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -10367357.000000 Penalty: 3671.397949
	Iteration 22Q: 3 clusters Score -1.036736e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -10367744.000000 Penalty: 3671.397949
	Iteration 23Q: 3 clusters Score -1.036774e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -10368057.000000 Penalty: 3671.397949
	Iteration 24Q: 3 clusters Score -1.036806e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -10368446.000000 Penalty: 3671.397949
	Iteration 25Q: 3 clusters Score -1.036845e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -10368828.000000 Penalty: 3671.397949
	Iteration 26Q: 3 clusters Score -1.036883e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -10369171.000000 Penalty: 3671.397949
	Iteration 27Q: 3 clusters Score -1.036917e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -10369523.000000 Penalty: 3671.397949
	Iteration 28Q: 3 clusters Score -1.036952e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -10369930.000000 Penalty: 3671.397949
	Iteration 29Q: 3 clusters Score -1.036993e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -10370282.000000 Penalty: 3671.397949
	Iteration 30Q: 3 clusters Score -1.037028e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -10370774.000000 Penalty: 3671.397949
	Iteration 31Q: 3 clusters Score -1.037077e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -10371080.000000 Penalty: 3671.397949
	Iteration 32Q: 3 clusters Score -1.037108e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
Score: -10371511.000000 Penalty: 3671.397949
	Iteration 33Q: 3 clusters Score -1.037151e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -10371756.000000 Penalty: 3671.397949
	Iteration 34Q: 3 clusters Score -1.037176e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -10372006.000000 Penalty: 3671.397949
	Iteration 35Q: 3 clusters Score -1.037201e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -10372189.000000 Penalty: 3671.397949
	Iteration 36Q: 3 clusters Score -1.037219e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -10372286.000000 Penalty: 3671.397949
	Iteration 37Q: 3 clusters Score -1.037229e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -10372360.000000 Penalty: 3671.397949
	Iteration 38Q: 3 clusters Score -1.037236e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -10372412.000000 Penalty: 3671.397949
	Iteration 39Q: 3 clusters Score -1.037241e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -10372527.000000 Penalty: 3671.397949
	Iteration 40F: 3 clusters Score -1.037253e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -10372613.000000 Penalty: 3671.397949
	Iteration 41Q: 3 clusters Score -1.037261e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 79430 members 
Entering Unmasked Estep 
Score: -10372672.000000 Penalty: 3671.397949
	Iteration 42Q: 3 clusters Score -1.037267e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -10372716.000000 Penalty: 3671.397949
	Iteration 43Q: 3 clusters Score -1.037272e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -10372732.000000 Penalty: 3671.397949
	Iteration 44Q: 3 clusters Score -1.037273e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -10372746.000000 Penalty: 3671.397949
	Iteration 45Q: 3 clusters Score -1.037275e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -10372758.000000 Penalty: 3671.397949
	Iteration 46Q: 3 clusters Score -1.037276e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -10372761.000000 Penalty: 3671.397949
	Iteration 47Q: 3 clusters Score -1.037276e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -10372754.000000 Penalty: 3671.397949
	Iteration 48Q: 3 clusters Score -1.037275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -10372760.000000 Penalty: 3671.397949
	Iteration 49Q: 3 clusters Score -1.037276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -10372758.000000 Penalty: 3671.397949
	Iteration 50Q: 3 clusters Score -1.037276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -10372760.000000 Penalty: 3671.397949
	Iteration 51Q: 3 clusters Score -1.037276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -10372754.000000 Penalty: 3671.397949
	Iteration 52Q: 3 clusters Score -1.037275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -10372767.000000 Penalty: 3671.397949
	Iteration 53Q: 3 clusters Score -1.037277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -10372771.000000 Penalty: 3671.397949
	Iteration 54Q: 3 clusters Score -1.037277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -10372764.000000 Penalty: 3671.397949
	Iteration 55Q: 3 clusters Score -1.037276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -10372766.000000 Penalty: 3671.397949
	Iteration 56Q: 3 clusters Score -1.037277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -10372770.000000 Penalty: 3671.397949
	Iteration 57Q: 3 clusters Score -1.037277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -10372772.000000 Penalty: 3671.397949
	Iteration 58Q: 3 clusters Score -1.037277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -10372775.000000 Penalty: 3671.397949
	Iteration 59Q: 3 clusters Score -1.037278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -10372776.000000 Penalty: 3671.397949
	Iteration 60F: 3 clusters Score -1.037278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -10372771.000000 Penalty: 3671.397949
	Iteration 61Q: 3 clusters Score -1.037277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -10372780.000000 Penalty: 3671.397949
	Iteration 62Q: 3 clusters Score -1.037278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -10372781.000000 Penalty: 3671.397949
	Iteration 63Q: 3 clusters Score -1.037278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -10372774.000000 Penalty: 3671.397949
	Iteration 64Q: 3 clusters Score -1.037277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -10372775.000000 Penalty: 3671.397949
	Iteration 65Q: 3 clusters Score -1.037278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -10372772.000000 Penalty: 3671.397949
	Iteration 66Q: 3 clusters Score -1.037277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -10372772.000000 Penalty: 3671.397949
	Iteration 67F: 3 clusters Score -1.037277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -40764.890625 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -40764.89 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: -39819.234375 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -39819.23 nChanged 88
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: -40006.867188 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -40006.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40132.539062 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -40132.54 nChanged 23
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: -40240.097656 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -40240.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40341.636719 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -40341.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40363.613281 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -40363.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40372.351562 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -40372.35 nChanged 4
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: -40375.878906 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -40375.88 nChanged 1
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: -40376.734375 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -40376.73 nChanged 0
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: -40376.734375 Penalty: 1927.979736
	Iteration 9F: 3 clusters Score -40376.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (102043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102043 members 
Entering Unmasked Estep 
Score: -13098380.000000 Penalty: 1874.136841
	Iteration 0F: 2 clusters Score -1.309838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -13031664.000000 Penalty: 3748.273682
	Iteration 0F: 3 clusters Score -1.303166e+07 nChanged 48937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -13059835.000000 Penalty: 3748.273682
	Iteration 1F: 3 clusters Score -1.305984e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -13060526.000000 Penalty: 3748.273682
	Iteration 2Q: 3 clusters Score -1.306053e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -13061235.000000 Penalty: 3748.273682
	Iteration 3Q: 3 clusters Score -1.306124e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -13062186.000000 Penalty: 3748.273682
	Iteration 4Q: 3 clusters Score -1.306219e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -13063455.000000 Penalty: 3748.273682
	Iteration 5Q: 3 clusters Score -1.306346e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -13065118.000000 Penalty: 3748.273682
	Iteration 6Q: 3 clusters Score -1.306512e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -13067569.000000 Penalty: 3748.273682
	Iteration 7Q: 3 clusters Score -1.306757e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 67539 members 
Entering Unmasked Estep 
Score: -13071143.000000 Penalty: 3748.273682
	Iteration 8F: 3 clusters Score -1.307114e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -13075722.000000 Penalty: 3748.273682
	Iteration 9F: 3 clusters Score -1.307572e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -13081029.000000 Penalty: 3748.273682
	Iteration 10F: 3 clusters Score -1.308103e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -13086003.000000 Penalty: 3748.273682
	Iteration 11F: 3 clusters Score -1.3086e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -13090036.000000 Penalty: 3748.273682
	Iteration 12Q: 3 clusters Score -1.309004e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -13092777.000000 Penalty: 3748.273682
	Iteration 13Q: 3 clusters Score -1.309278e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -13094427.000000 Penalty: 3748.273682
	Iteration 14Q: 3 clusters Score -1.309443e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -13095471.000000 Penalty: 3748.273682
	Iteration 15Q: 3 clusters Score -1.309547e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -13096086.000000 Penalty: 3748.273682
	Iteration 16Q: 3 clusters Score -1.309609e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -13096394.000000 Penalty: 3748.273682
	Iteration 17Q: 3 clusters Score -1.309639e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -13096592.000000 Penalty: 3748.273682
	Iteration 18Q: 3 clusters Score -1.309659e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -13096734.000000 Penalty: 3748.273682
	Iteration 19Q: 3 clusters Score -1.309673e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -13096811.000000 Penalty: 3748.273682
	Iteration 20F: 3 clusters Score -1.309681e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -13096834.000000 Penalty: 3748.273682
	Iteration 21Q: 3 clusters Score -1.309683e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -13096869.000000 Penalty: 3748.273682
	Iteration 22Q: 3 clusters Score -1.309687e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 101570 members 
Entering Unmasked Estep 
Score: -13096896.000000 Penalty: 3748.273682
	Iteration 23Q: 3 clusters Score -1.30969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
Score: -13096907.000000 Penalty: 3748.273682
	Iteration 24Q: 3 clusters Score -1.309691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -13096922.000000 Penalty: 3748.273682
	Iteration 25Q: 3 clusters Score -1.309692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 101624 members 
Entering Unmasked Estep 
Score: -13096923.000000 Penalty: 3748.273682
	Iteration 26Q: 3 clusters Score -1.309692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -13096932.000000 Penalty: 3748.273682
	Iteration 27Q: 3 clusters Score -1.309693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -13096934.000000 Penalty: 3748.273682
	Iteration 28Q: 3 clusters Score -1.309693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 101636 members 
Entering Unmasked Estep 
Score: -13096930.000000 Penalty: 3748.273682
	Iteration 29Q: 3 clusters Score -1.309693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 101641 members 
Entering Unmasked Estep 
Score: -13096935.000000 Penalty: 3748.273682
	Iteration 30Q: 3 clusters Score -1.309694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 101644 members 
Entering Unmasked Estep 
Score: -13096932.000000 Penalty: 3748.273682
	Iteration 31Q: 3 clusters Score -1.309693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -13096938.000000 Penalty: 3748.273682
	Iteration 32Q: 3 clusters Score -1.309694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -13096938.000000 Penalty: 3748.273682
	Iteration 33Q: 3 clusters Score -1.309694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -13096938.000000 Penalty: 3748.273682
	Iteration 34F: 3 clusters Score -1.309694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -391777.531250 Penalty: 1313.841431
	Iteration 0F: 2 clusters Score -391777.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -388860.406250 Penalty: 2627.682861
	Iteration 0F: 3 clusters Score -388860.4 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -389556.250000 Penalty: 2627.682861
	Iteration 1F: 3 clusters Score -389556.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -389730.468750 Penalty: 2627.682861
	Iteration 2F: 3 clusters Score -389730.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -389838.625000 Penalty: 2627.682861
	Iteration 3F: 3 clusters Score -389838.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -389901.062500 Penalty: 2627.682861
	Iteration 4Q: 3 clusters Score -389901.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -389938.437500 Penalty: 2627.682861
	Iteration 5Q: 3 clusters Score -389938.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -389957.187500 Penalty: 2627.682861
	Iteration 6Q: 3 clusters Score -389957.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -389973.187500 Penalty: 2627.682861
	Iteration 7Q: 3 clusters Score -389973.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -389982.906250 Penalty: 2627.682861
	Iteration 8Q: 3 clusters Score -389982.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -389992.687500 Penalty: 2627.682861
	Iteration 9Q: 3 clusters Score -389992.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -389999.437500 Penalty: 2627.682861
	Iteration 10Q: 3 clusters Score -389999.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -390006.718750 Penalty: 2627.682861
	Iteration 11Q: 3 clusters Score -390006.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -390012.843750 Penalty: 2627.682861
	Iteration 12Q: 3 clusters Score -390012.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -390021.031250 Penalty: 2627.682861
	Iteration 13Q: 3 clusters Score -390021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -390027.625000 Penalty: 2627.682861
	Iteration 14Q: 3 clusters Score -390027.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -390033.312500 Penalty: 2627.682861
	Iteration 15Q: 3 clusters Score -390033.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -390037.375000 Penalty: 2627.682861
	Iteration 16Q: 3 clusters Score -390037.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -390039.281250 Penalty: 2627.682861
	Iteration 17Q: 3 clusters Score -390039.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -390040.562500 Penalty: 2627.682861
	Iteration 18Q: 3 clusters Score -390040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -390042.437500 Penalty: 2627.682861
	Iteration 19Q: 3 clusters Score -390042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -390042.687500 Penalty: 2627.682861
	Iteration 20F: 3 clusters Score -390042.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -390044.125000 Penalty: 2627.682861
	Iteration 21Q: 3 clusters Score -390044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -390045.593750 Penalty: 2627.682861
	Iteration 22Q: 3 clusters Score -390045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -390046.593750 Penalty: 2627.682861
	Iteration 23Q: 3 clusters Score -390046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -390049.031250 Penalty: 2627.682861
	Iteration 24Q: 3 clusters Score -390049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -390052.406250 Penalty: 2627.682861
	Iteration 25Q: 3 clusters Score -390052.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -390053.750000 Penalty: 2627.682861
	Iteration 26Q: 3 clusters Score -390053.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -390056.718750 Penalty: 2627.682861
	Iteration 27Q: 3 clusters Score -390056.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -390061.906250 Penalty: 2627.682861
	Iteration 28Q: 3 clusters Score -390061.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -390069.343750 Penalty: 2627.682861
	Iteration 29Q: 3 clusters Score -390069.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -390073.937500 Penalty: 2627.682861
	Iteration 30Q: 3 clusters Score -390073.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -390079.531250 Penalty: 2627.682861
	Iteration 31Q: 3 clusters Score -390079.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -390086.750000 Penalty: 2627.682861
	Iteration 32Q: 3 clusters Score -390086.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -390093.406250 Penalty: 2627.682861
	Iteration 33Q: 3 clusters Score -390093.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -390100.531250 Penalty: 2627.682861
	Iteration 34Q: 3 clusters Score -390100.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -390107.500000 Penalty: 2627.682861
	Iteration 35Q: 3 clusters Score -390107.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -390115.437500 Penalty: 2627.682861
	Iteration 36Q: 3 clusters Score -390115.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -390121.562500 Penalty: 2627.682861
	Iteration 37Q: 3 clusters Score -390121.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -390127.531250 Penalty: 2627.682861
	Iteration 38Q: 3 clusters Score -390127.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -390135.437500 Penalty: 2627.682861
	Iteration 39Q: 3 clusters Score -390135.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -390141.281250 Penalty: 2627.682861
	Iteration 40F: 3 clusters Score -390141.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -390147.812500 Penalty: 2627.682861
	Iteration 41Q: 3 clusters Score -390147.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -390155.875000 Penalty: 2627.682861
	Iteration 42Q: 3 clusters Score -390155.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -390162.093750 Penalty: 2627.682861
	Iteration 43Q: 3 clusters Score -390162.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -390166.687500 Penalty: 2627.682861
	Iteration 44Q: 3 clusters Score -390166.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -390174.000000 Penalty: 2627.682861
	Iteration 45Q: 3 clusters Score -390174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -390180.750000 Penalty: 2627.682861
	Iteration 46Q: 3 clusters Score -390180.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -390185.937500 Penalty: 2627.682861
	Iteration 47Q: 3 clusters Score -390185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -390190.250000 Penalty: 2627.682861
	Iteration 48Q: 3 clusters Score -390190.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -390195.187500 Penalty: 2627.682861
	Iteration 49Q: 3 clusters Score -390195.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -390204.281250 Penalty: 2627.682861
	Iteration 50Q: 3 clusters Score -390204.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -390214.343750 Penalty: 2627.682861
	Iteration 51Q: 3 clusters Score -390214.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -390221.312500 Penalty: 2627.682861
	Iteration 52Q: 3 clusters Score -390221.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -390228.406250 Penalty: 2627.682861
	Iteration 53Q: 3 clusters Score -390228.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -390234.343750 Penalty: 2627.682861
	Iteration 54Q: 3 clusters Score -390234.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -390247.937500 Penalty: 2627.682861
	Iteration 55Q: 3 clusters Score -390247.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -390265.125000 Penalty: 2627.682861
	Iteration 56Q: 3 clusters Score -390265.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -390278.687500 Penalty: 2627.682861
	Iteration 57Q: 3 clusters Score -390278.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -390294.843750 Penalty: 2627.682861
	Iteration 58Q: 3 clusters Score -390294.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -390310.656250 Penalty: 2627.682861
	Iteration 59Q: 3 clusters Score -390310.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -390323.468750 Penalty: 2627.682861
	Iteration 60F: 3 clusters Score -390323.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -390334.843750 Penalty: 2627.682861
	Iteration 61Q: 3 clusters Score -390334.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -390342.875000 Penalty: 2627.682861
	Iteration 62Q: 3 clusters Score -390342.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -390350.531250 Penalty: 2627.682861
	Iteration 63Q: 3 clusters Score -390350.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -390359.875000 Penalty: 2627.682861
	Iteration 64Q: 3 clusters Score -390359.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -390365.812500 Penalty: 2627.682861
	Iteration 65Q: 3 clusters Score -390365.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -390371.812500 Penalty: 2627.682861
	Iteration 66Q: 3 clusters Score -390371.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -390378.375000 Penalty: 2627.682861
	Iteration 67Q: 3 clusters Score -390378.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -390386.156250 Penalty: 2627.682861
	Iteration 68Q: 3 clusters Score -390386.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -390394.187500 Penalty: 2627.682861
	Iteration 69Q: 3 clusters Score -390394.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -390400.593750 Penalty: 2627.682861
	Iteration 70Q: 3 clusters Score -390400.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -390407.312500 Penalty: 2627.682861
	Iteration 71Q: 3 clusters Score -390407.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -390413.406250 Penalty: 2627.682861
	Iteration 72Q: 3 clusters Score -390413.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -390417.656250 Penalty: 2627.682861
	Iteration 73Q: 3 clusters Score -390417.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -390424.125000 Penalty: 2627.682861
	Iteration 74Q: 3 clusters Score -390424.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -390433.156250 Penalty: 2627.682861
	Iteration 75Q: 3 clusters Score -390433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -390439.250000 Penalty: 2627.682861
	Iteration 76Q: 3 clusters Score -390439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -390443.718750 Penalty: 2627.682861
	Iteration 77Q: 3 clusters Score -390443.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -390446.156250 Penalty: 2627.682861
	Iteration 78Q: 3 clusters Score -390446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -390450.218750 Penalty: 2627.682861
	Iteration 79Q: 3 clusters Score -390450.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -390456.125000 Penalty: 2627.682861
	Iteration 80F: 3 clusters Score -390456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -390461.968750 Penalty: 2627.682861
	Iteration 81Q: 3 clusters Score -390462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -390464.281250 Penalty: 2627.682861
	Iteration 82Q: 3 clusters Score -390464.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -390469.531250 Penalty: 2627.682861
	Iteration 83Q: 3 clusters Score -390469.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -390473.031250 Penalty: 2627.682861
	Iteration 84Q: 3 clusters Score -390473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -390474.906250 Penalty: 2627.682861
	Iteration 85Q: 3 clusters Score -390474.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -390476.906250 Penalty: 2627.682861
	Iteration 86Q: 3 clusters Score -390476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -390478.718750 Penalty: 2627.682861
	Iteration 87Q: 3 clusters Score -390478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -390482.718750 Penalty: 2627.682861
	Iteration 88Q: 3 clusters Score -390482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -390486.000000 Penalty: 2627.682861
	Iteration 89Q: 3 clusters Score -390486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -390486.812500 Penalty: 2627.682861
	Iteration 90Q: 3 clusters Score -390486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -390487.031250 Penalty: 2627.682861
	Iteration 91Q: 3 clusters Score -390487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -390488.062500 Penalty: 2627.682861
	Iteration 92Q: 3 clusters Score -390488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -390488.500000 Penalty: 2627.682861
	Iteration 93Q: 3 clusters Score -390488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -390488.187500 Penalty: 2627.682861
	Iteration 94Q: 3 clusters Score -390488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -390488.218750 Penalty: 2627.682861
	Iteration 95Q: 3 clusters Score -390488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -390489.187500 Penalty: 2627.682861
	Iteration 96Q: 3 clusters Score -390489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -390490.500000 Penalty: 2627.682861
	Iteration 97Q: 3 clusters Score -390490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -390490.500000 Penalty: 2627.682861
	Iteration 98Q: 3 clusters Score -390490.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -390490.500000 Penalty: 2627.682861
	Iteration 99F: 3 clusters Score -390490.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -19315.824219 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -19315.82 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 205 members 
Entering Unmasked Estep 
Score: -18630.734375 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -18630.73 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19102.751953 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -19102.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19383.132812 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -19383.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19564.408203 Penalty: 1921.008911
	Iteration 3F: 3 clusters Score -19564.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19638.609375 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -19638.61 nChanged 9
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: -19734.111328 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -19734.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19755.921875 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -19755.92 nChanged 6
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: -19773.542969 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -19773.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19887.339844 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -19887.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19932.615234 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -19932.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19948.238281 Penalty: 1921.008911
	Iteration 10Q: 3 clusters Score -19948.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19948.238281 Penalty: 1921.008911
	Iteration 11F: 3 clusters Score -19948.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 75846 members 
Mstep: Class 3 contains 99818 members 
Mstep: Class 4 contains 51010 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 15859 members 
Mstep: Class 8 contains 11599 members 
Mstep: Class 9 contains 89124 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 194 members 
Mstep: Class 12 contains 15950 members 
Mstep: Class 13 contains 80548 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102043 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 18 contains 175 members 
Entering Unmasked Estep 
Score: -69525520.000000 Penalty: 36521.828125
Splitting cluster 18 changes total score from -69526032.000000 to -69525520.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 75846 members 
Mstep: Class 3 contains 99818 members 
Mstep: Class 4 contains 51010 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 15859 members 
Mstep: Class 8 contains 11599 members 
Mstep: Class 9 contains 89124 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 15950 members 
Mstep: Class 13 contains 80548 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102043 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526064.000000 Penalty: 34373.484375
Iteration 79Q: 17 clusters Score -6.952606e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 75674 members 
Mstep: Class 3 contains 99791 members 
Mstep: Class 4 contains 51006 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 15869 members 
Mstep: Class 8 contains 11588 members 
Mstep: Class 9 contains 89205 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 80536 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 102050 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526248.000000 Penalty: 34373.484375
Iteration 80F: 17 clusters Score -6.952625e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 75499 members 
Mstep: Class 3 contains 99773 members 
Mstep: Class 4 contains 51007 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 15872 members 
Mstep: Class 8 contains 11577 members 
Mstep: Class 9 contains 89288 members 
Mstep: Class 10 contains 425 members 
Mstep: Class 12 contains 16209 members 
Mstep: Class 13 contains 80526 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 102050 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 18 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526384.000000 Penalty: 34373.484375
Iteration 81Q: 17 clusters Score -6.952638e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 75322 members 
Mstep: Class 3 contains 99753 members 
Mstep: Class 4 contains 51013 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 15874 members 
Mstep: Class 8 contains 11569 members 
Mstep: Class 9 contains 89372 members 
Mstep: Class 10 contains 429 members 
Mstep: Class 12 contains 16344 members 
Mstep: Class 13 contains 80512 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 102047 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 18 contains 377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526408.000000 Penalty: 34373.484375
Iteration 82Q: 17 clusters Score -6.952641e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 75170 members 
Mstep: Class 3 contains 99719 members 
Mstep: Class 4 contains 51009 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 15876 members 
Mstep: Class 8 contains 11562 members 
Mstep: Class 9 contains 89459 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 12 contains 16480 members 
Mstep: Class 13 contains 80485 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 102050 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 18 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526472.000000 Penalty: 34373.484375
Iteration 83Q: 17 clusters Score -6.952647e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 75041 members 
Mstep: Class 3 contains 99688 members 
Mstep: Class 4 contains 50998 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 7 contains 15880 members 
Mstep: Class 8 contains 11562 members 
Mstep: Class 9 contains 89551 members 
Mstep: Class 10 contains 436 members 
Mstep: Class 12 contains 16591 members 
Mstep: Class 13 contains 80460 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 102039 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 18 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526344.000000 Penalty: 34373.484375
Iteration 84Q: 17 clusters Score -6.952634e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 74905 members 
Mstep: Class 3 contains 99668 members 
Mstep: Class 4 contains 50985 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 15888 members 
Mstep: Class 8 contains 11564 members 
Mstep: Class 9 contains 89634 members 
Mstep: Class 10 contains 437 members 
Mstep: Class 12 contains 16707 members 
Mstep: Class 13 contains 80438 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 102022 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 18 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526440.000000 Penalty: 34373.484375
Iteration 85Q: 17 clusters Score -6.952644e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 74801 members 
Mstep: Class 3 contains 99641 members 
Mstep: Class 4 contains 50982 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 15890 members 
Mstep: Class 8 contains 11563 members 
Mstep: Class 9 contains 89701 members 
Mstep: Class 10 contains 438 members 
Mstep: Class 12 contains 16814 members 
Mstep: Class 13 contains 80422 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 102002 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 18 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 17 clusters Score -6.952643e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 74694 members 
Mstep: Class 3 contains 99637 members 
Mstep: Class 4 contains 50978 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 15898 members 
Mstep: Class 8 contains 11564 members 
Mstep: Class 9 contains 89763 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 13 contains 80402 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101975 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 17 clusters Score -6.952639e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 74583 members 
Mstep: Class 3 contains 99650 members 
Mstep: Class 4 contains 50975 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 15900 members 
Mstep: Class 8 contains 11564 members 
Mstep: Class 9 contains 89817 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 16995 members 
Mstep: Class 13 contains 80383 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101963 members 
Mstep: Class 16 contains 3218 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 17 clusters Score -6.952642e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 74479 members 
Mstep: Class 3 contains 99663 members 
Mstep: Class 4 contains 50970 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 15907 members 
Mstep: Class 8 contains 11564 members 
Mstep: Class 9 contains 89859 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17078 members 
Mstep: Class 13 contains 80369 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101941 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 17 clusters Score -6.952649e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 74366 members 
Mstep: Class 3 contains 99676 members 
Mstep: Class 4 contains 50964 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 15912 members 
Mstep: Class 8 contains 11564 members 
Mstep: Class 9 contains 89909 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17161 members 
Mstep: Class 13 contains 80360 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101921 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 17 clusters Score -6.95265e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 74256 members 
Mstep: Class 3 contains 99682 members 
Mstep: Class 4 contains 50957 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 15917 members 
Mstep: Class 8 contains 11562 members 
Mstep: Class 9 contains 89949 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17250 members 
Mstep: Class 13 contains 80354 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101907 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 17 clusters Score -6.952647e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 74153 members 
Mstep: Class 3 contains 99696 members 
Mstep: Class 4 contains 50951 members 
Mstep: Class 5 contains 419 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15922 members 
Mstep: Class 8 contains 11560 members 
Mstep: Class 9 contains 89977 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17332 members 
Mstep: Class 13 contains 80349 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101893 members 
Mstep: Class 16 contains 3222 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 17 clusters Score -6.952642e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 74056 members 
Mstep: Class 3 contains 99693 members 
Mstep: Class 4 contains 50946 members 
Mstep: Class 5 contains 420 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15933 members 
Mstep: Class 8 contains 11560 members 
Mstep: Class 9 contains 90012 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17411 members 
Mstep: Class 13 contains 80350 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101872 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 17 clusters Score -6.952641e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 73963 members 
Mstep: Class 3 contains 99676 members 
Mstep: Class 4 contains 50941 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15940 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 90045 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17492 members 
Mstep: Class 13 contains 80347 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101869 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526416.000000 Penalty: 34373.484375
Iteration 94Q: 17 clusters Score -6.952642e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 73883 members 
Mstep: Class 3 contains 99670 members 
Mstep: Class 4 contains 50941 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15951 members 
Mstep: Class 8 contains 11562 members 
Mstep: Class 9 contains 90070 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17555 members 
Mstep: Class 13 contains 80341 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101858 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 17 clusters Score -6.952638e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 73817 members 
Mstep: Class 3 contains 99668 members 
Mstep: Class 4 contains 50938 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 15963 members 
Mstep: Class 8 contains 11559 members 
Mstep: Class 9 contains 90075 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17608 members 
Mstep: Class 13 contains 80334 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101869 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 17 clusters Score -6.952638e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 73745 members 
Mstep: Class 3 contains 99694 members 
Mstep: Class 4 contains 50931 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 718 members 
Mstep: Class 7 contains 15968 members 
Mstep: Class 8 contains 11555 members 
Mstep: Class 9 contains 90075 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17671 members 
Mstep: Class 13 contains 80326 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101864 members 
Mstep: Class 16 contains 3226 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 17 clusters Score -6.95264e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 73676 members 
Mstep: Class 3 contains 99720 members 
Mstep: Class 4 contains 50923 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 15974 members 
Mstep: Class 8 contains 11553 members 
Mstep: Class 9 contains 90069 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17733 members 
Mstep: Class 13 contains 80315 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101864 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 17 clusters Score -6.952632e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 73612 members 
Mstep: Class 3 contains 99737 members 
Mstep: Class 4 contains 50914 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 15985 members 
Mstep: Class 8 contains 11550 members 
Mstep: Class 9 contains 90077 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17790 members 
Mstep: Class 13 contains 80304 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101860 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 17 clusters Score -6.952626e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 73557 members 
Mstep: Class 3 contains 99748 members 
Mstep: Class 4 contains 50908 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 15990 members 
Mstep: Class 8 contains 11548 members 
Mstep: Class 9 contains 90070 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 12 contains 17850 members 
Mstep: Class 13 contains 80293 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101865 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 17 clusters Score -6.952629e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 73511 members 
Mstep: Class 3 contains 99766 members 
Mstep: Class 4 contains 50902 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 15997 members 
Mstep: Class 8 contains 11544 members 
Mstep: Class 9 contains 90074 members 
Mstep: Class 10 contains 440 members 
Mstep: Class 12 contains 17894 members 
Mstep: Class 13 contains 80288 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101855 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 18 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 17 clusters Score -6.952652e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 73467 members 
Mstep: Class 3 contains 99798 members 
Mstep: Class 4 contains 50895 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 16005 members 
Mstep: Class 8 contains 11543 members 
Mstep: Class 9 contains 90087 members 
Mstep: Class 10 contains 444 members 
Mstep: Class 12 contains 17927 members 
Mstep: Class 13 contains 80295 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101813 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 18 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526464.000000 Penalty: 34373.484375
Iteration 102Q: 17 clusters Score -6.952646e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 73419 members 
Mstep: Class 3 contains 99797 members 
Mstep: Class 4 contains 50890 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 11540 members 
Mstep: Class 9 contains 90111 members 
Mstep: Class 10 contains 445 members 
Mstep: Class 12 contains 17967 members 
Mstep: Class 13 contains 80294 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101796 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 18 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 17 clusters Score -6.952659e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 73367 members 
Mstep: Class 3 contains 99814 members 
Mstep: Class 4 contains 50891 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 16017 members 
Mstep: Class 8 contains 11536 members 
Mstep: Class 9 contains 90118 members 
Mstep: Class 10 contains 445 members 
Mstep: Class 12 contains 18001 members 
Mstep: Class 13 contains 80297 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101784 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 18 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 17 clusters Score -6.952671e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 73326 members 
Mstep: Class 3 contains 99843 members 
Mstep: Class 4 contains 50888 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 16025 members 
Mstep: Class 8 contains 11532 members 
Mstep: Class 9 contains 90104 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 12 contains 18034 members 
Mstep: Class 13 contains 80293 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101778 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 18 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 17 clusters Score -6.952675e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 73281 members 
Mstep: Class 3 contains 99869 members 
Mstep: Class 4 contains 50885 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 16034 members 
Mstep: Class 8 contains 11530 members 
Mstep: Class 9 contains 90086 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 12 contains 18062 members 
Mstep: Class 13 contains 80285 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101792 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 18 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 17 clusters Score -6.952678e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 73232 members 
Mstep: Class 3 contains 99889 members 
Mstep: Class 4 contains 50881 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 16046 members 
Mstep: Class 8 contains 11528 members 
Mstep: Class 9 contains 90078 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 12 contains 18098 members 
Mstep: Class 13 contains 80283 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101792 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 18 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 17 clusters Score -6.952668e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 73191 members 
Mstep: Class 3 contains 99889 members 
Mstep: Class 4 contains 50876 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 16053 members 
Mstep: Class 8 contains 11525 members 
Mstep: Class 9 contains 90078 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 12 contains 18132 members 
Mstep: Class 13 contains 80284 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101803 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 18 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 17 clusters Score -6.952668e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 73136 members 
Mstep: Class 3 contains 99894 members 
Mstep: Class 4 contains 50866 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 16054 members 
Mstep: Class 8 contains 11520 members 
Mstep: Class 9 contains 90083 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 12 contains 18169 members 
Mstep: Class 13 contains 80293 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 101817 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 18 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 17 clusters Score -6.952679e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 73093 members 
Mstep: Class 3 contains 99892 members 
Mstep: Class 4 contains 50857 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 11519 members 
Mstep: Class 9 contains 90092 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18202 members 
Mstep: Class 13 contains 80293 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101829 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 17 clusters Score -6.952677e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 73044 members 
Mstep: Class 3 contains 99904 members 
Mstep: Class 4 contains 50847 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16057 members 
Mstep: Class 8 contains 11520 members 
Mstep: Class 9 contains 90108 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18236 members 
Mstep: Class 13 contains 80283 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101833 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 17 clusters Score -6.952682e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 73003 members 
Mstep: Class 3 contains 99907 members 
Mstep: Class 4 contains 50840 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16061 members 
Mstep: Class 8 contains 11519 members 
Mstep: Class 9 contains 90126 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18273 members 
Mstep: Class 13 contains 80283 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101822 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 17 clusters Score -6.952678e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 72958 members 
Mstep: Class 3 contains 99915 members 
Mstep: Class 4 contains 50830 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16063 members 
Mstep: Class 8 contains 11517 members 
Mstep: Class 9 contains 90143 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18300 members 
Mstep: Class 13 contains 80279 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101829 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 17 clusters Score -6.952689e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 72911 members 
Mstep: Class 3 contains 99919 members 
Mstep: Class 4 contains 50821 members 
Mstep: Class 5 contains 423 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16067 members 
Mstep: Class 8 contains 11516 members 
Mstep: Class 9 contains 90167 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18329 members 
Mstep: Class 13 contains 80270 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101834 members 
Mstep: Class 16 contains 3216 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 17 clusters Score -6.952689e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 72874 members 
Mstep: Class 3 contains 99934 members 
Mstep: Class 4 contains 50807 members 
Mstep: Class 5 contains 423 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16069 members 
Mstep: Class 8 contains 11515 members 
Mstep: Class 9 contains 90182 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18347 members 
Mstep: Class 13 contains 80266 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101840 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 17 clusters Score -6.952686e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 72835 members 
Mstep: Class 3 contains 99935 members 
Mstep: Class 4 contains 50796 members 
Mstep: Class 5 contains 423 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16074 members 
Mstep: Class 8 contains 11515 members 
Mstep: Class 9 contains 90189 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18367 members 
Mstep: Class 13 contains 80266 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101856 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 17 clusters Score -6.952692e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 72801 members 
Mstep: Class 3 contains 99927 members 
Mstep: Class 4 contains 50790 members 
Mstep: Class 5 contains 423 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 11514 members 
Mstep: Class 9 contains 90203 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18384 members 
Mstep: Class 13 contains 80270 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101865 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 17 clusters Score -6.952698e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72779 members 
Mstep: Class 3 contains 99923 members 
Mstep: Class 4 contains 50781 members 
Mstep: Class 5 contains 423 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16082 members 
Mstep: Class 8 contains 11510 members 
Mstep: Class 9 contains 90230 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18393 members 
Mstep: Class 13 contains 80270 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101863 members 
Mstep: Class 16 contains 3218 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 17 clusters Score -6.952691e+07 nChanged 107
Entering ConstructFrom: 
Score: -69526912.000000 Penalty: 34373.484375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -509992.250000 Penalty: 1351.993652
	Iteration 0F: 2 clusters Score -509992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -506558.750000 Penalty: 2703.987305
	Iteration 0F: 3 clusters Score -506558.8 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -507425.312500 Penalty: 2703.987305
	Iteration 1F: 3 clusters Score -507425.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -507580.000000 Penalty: 2703.987305
	Iteration 2F: 3 clusters Score -507580 nChanged 200
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: -507680.500000 Penalty: 2703.987305
	Iteration 3Q: 3 clusters Score -507680.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -507745.406250 Penalty: 2703.987305
	Iteration 4Q: 3 clusters Score -507745.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -507793.750000 Penalty: 2703.987305
	Iteration 5Q: 3 clusters Score -507793.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -507845.281250 Penalty: 2703.987305
	Iteration 6Q: 3 clusters Score -507845.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -507887.187500 Penalty: 2703.987305
	Iteration 7Q: 3 clusters Score -507887.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -507932.156250 Penalty: 2703.987305
	Iteration 8Q: 3 clusters Score -507932.2 nChanged 99
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: -507985.156250 Penalty: 2703.987305
	Iteration 9Q: 3 clusters Score -507985.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -508046.062500 Penalty: 2703.987305
	Iteration 10Q: 3 clusters Score -508046.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -508100.125000 Penalty: 2703.987305
	Iteration 11Q: 3 clusters Score -508100.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -508147.531250 Penalty: 2703.987305
	Iteration 12Q: 3 clusters Score -508147.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -508189.250000 Penalty: 2703.987305
	Iteration 13Q: 3 clusters Score -508189.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -508235.937500 Penalty: 2703.987305
	Iteration 14Q: 3 clusters Score -508235.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -508283.156250 Penalty: 2703.987305
	Iteration 15Q: 3 clusters Score -508283.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -508317.500000 Penalty: 2703.987305
	Iteration 16Q: 3 clusters Score -508317.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -508344.531250 Penalty: 2703.987305
	Iteration 17Q: 3 clusters Score -508344.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -508371.250000 Penalty: 2703.987305
	Iteration 18Q: 3 clusters Score -508371.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -508400.843750 Penalty: 2703.987305
	Iteration 19Q: 3 clusters Score -508400.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -508427.937500 Penalty: 2703.987305
	Iteration 20F: 3 clusters Score -508427.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -508449.750000 Penalty: 2703.987305
	Iteration 21Q: 3 clusters Score -508449.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -508473.250000 Penalty: 2703.987305
	Iteration 22Q: 3 clusters Score -508473.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -508497.656250 Penalty: 2703.987305
	Iteration 23Q: 3 clusters Score -508497.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -508518.187500 Penalty: 2703.987305
	Iteration 24Q: 3 clusters Score -508518.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -508539.625000 Penalty: 2703.987305
	Iteration 25Q: 3 clusters Score -508539.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -508564.000000 Penalty: 2703.987305
	Iteration 26Q: 3 clusters Score -508564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -508582.218750 Penalty: 2703.987305
	Iteration 27Q: 3 clusters Score -508582.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -508604.250000 Penalty: 2703.987305
	Iteration 28Q: 3 clusters Score -508604.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -508622.625000 Penalty: 2703.987305
	Iteration 29Q: 3 clusters Score -508622.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -508635.343750 Penalty: 2703.987305
	Iteration 30Q: 3 clusters Score -508635.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -508649.562500 Penalty: 2703.987305
	Iteration 31Q: 3 clusters Score -508649.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -508662.156250 Penalty: 2703.987305
	Iteration 32Q: 3 clusters Score -508662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -508664.875000 Penalty: 2703.987305
	Iteration 33Q: 3 clusters Score -508664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -508667.531250 Penalty: 2703.987305
	Iteration 34Q: 3 clusters Score -508667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -508671.687500 Penalty: 2703.987305
	Iteration 35Q: 3 clusters Score -508671.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -508677.500000 Penalty: 2703.987305
	Iteration 36Q: 3 clusters Score -508677.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -508679.875000 Penalty: 2703.987305
	Iteration 37Q: 3 clusters Score -508679.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -508684.937500 Penalty: 2703.987305
	Iteration 38Q: 3 clusters Score -508684.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -508690.343750 Penalty: 2703.987305
	Iteration 39Q: 3 clusters Score -508690.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -508702.750000 Penalty: 2703.987305
	Iteration 40F: 3 clusters Score -508702.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -508711.906250 Penalty: 2703.987305
	Iteration 41Q: 3 clusters Score -508711.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -508718.656250 Penalty: 2703.987305
	Iteration 42Q: 3 clusters Score -508718.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -508720.968750 Penalty: 2703.987305
	Iteration 43Q: 3 clusters Score -508721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -508725.843750 Penalty: 2703.987305
	Iteration 44Q: 3 clusters Score -508725.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -508729.843750 Penalty: 2703.987305
	Iteration 45Q: 3 clusters Score -508729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -508735.312500 Penalty: 2703.987305
	Iteration 46Q: 3 clusters Score -508735.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -508738.750000 Penalty: 2703.987305
	Iteration 47Q: 3 clusters Score -508738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -508741.281250 Penalty: 2703.987305
	Iteration 48Q: 3 clusters Score -508741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -508745.593750 Penalty: 2703.987305
	Iteration 49Q: 3 clusters Score -508745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -508748.937500 Penalty: 2703.987305
	Iteration 50Q: 3 clusters Score -508748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -508754.656250 Penalty: 2703.987305
	Iteration 51Q: 3 clusters Score -508754.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -508759.406250 Penalty: 2703.987305
	Iteration 52Q: 3 clusters Score -508759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -508762.937500 Penalty: 2703.987305
	Iteration 53Q: 3 clusters Score -508762.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -508767.187500 Penalty: 2703.987305
	Iteration 54Q: 3 clusters Score -508767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -508771.281250 Penalty: 2703.987305
	Iteration 55Q: 3 clusters Score -508771.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -508775.093750 Penalty: 2703.987305
	Iteration 56Q: 3 clusters Score -508775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -508777.531250 Penalty: 2703.987305
	Iteration 57Q: 3 clusters Score -508777.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -508780.437500 Penalty: 2703.987305
	Iteration 58Q: 3 clusters Score -508780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -508782.406250 Penalty: 2703.987305
	Iteration 59Q: 3 clusters Score -508782.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -508784.843750 Penalty: 2703.987305
	Iteration 60F: 3 clusters Score -508784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -508787.968750 Penalty: 2703.987305
	Iteration 61Q: 3 clusters Score -508788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -508789.781250 Penalty: 2703.987305
	Iteration 62Q: 3 clusters Score -508789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -508796.312500 Penalty: 2703.987305
	Iteration 63Q: 3 clusters Score -508796.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -508800.781250 Penalty: 2703.987305
	Iteration 64Q: 3 clusters Score -508800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -508803.125000 Penalty: 2703.987305
	Iteration 65Q: 3 clusters Score -508803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -508803.781250 Penalty: 2703.987305
	Iteration 66Q: 3 clusters Score -508803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -508805.312500 Penalty: 2703.987305
	Iteration 67Q: 3 clusters Score -508805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -508805.187500 Penalty: 2703.987305
	Iteration 68Q: 3 clusters Score -508805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -508805.156250 Penalty: 2703.987305
	Iteration 69Q: 3 clusters Score -508805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -508805.156250 Penalty: 2703.987305
	Iteration 70F: 3 clusters Score -508805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Entering Unmasked Estep 
Score: -9388679.000000 Penalty: 1819.188232
	Iteration 0F: 2 clusters Score -9388679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -9340845.000000 Penalty: 3638.376465
	Iteration 0F: 3 clusters Score -9340845 nChanged 34341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -9360429.000000 Penalty: 3638.376465
	Iteration 1F: 3 clusters Score -9360429 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -9360824.000000 Penalty: 3638.376465
	Iteration 2Q: 3 clusters Score -9360824 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -9361460.000000 Penalty: 3638.376465
	Iteration 3Q: 3 clusters Score -9361460 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -9362359.000000 Penalty: 3638.376465
	Iteration 4Q: 3 clusters Score -9362359 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -9363600.000000 Penalty: 3638.376465
	Iteration 5Q: 3 clusters Score -9363600 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -9365705.000000 Penalty: 3638.376465
	Iteration 6F: 3 clusters Score -9365705 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -9368995.000000 Penalty: 3638.376465
	Iteration 7F: 3 clusters Score -9368995 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -9373088.000000 Penalty: 3638.376465
	Iteration 8F: 3 clusters Score -9373088 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -9377482.000000 Penalty: 3638.376465
	Iteration 9F: 3 clusters Score -9377482 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -9381234.000000 Penalty: 3638.376465
	Iteration 10F: 3 clusters Score -9381234 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -9383768.000000 Penalty: 3638.376465
	Iteration 11Q: 3 clusters Score -9383768 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 70552 members 
Entering Unmasked Estep 
Score: -9385306.000000 Penalty: 3638.376465
	Iteration 12Q: 3 clusters Score -9385306 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -9386120.000000 Penalty: 3638.376465
	Iteration 13Q: 3 clusters Score -9386120 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -9386538.000000 Penalty: 3638.376465
	Iteration 14Q: 3 clusters Score -9386538 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -9386739.000000 Penalty: 3638.376465
	Iteration 15Q: 3 clusters Score -9386739 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -9386844.000000 Penalty: 3638.376465
	Iteration 16Q: 3 clusters Score -9386844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9386922.000000 Penalty: 3638.376465
	Iteration 17Q: 3 clusters Score -9386922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -9386961.000000 Penalty: 3638.376465
	Iteration 18Q: 3 clusters Score -9386961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -9387003.000000 Penalty: 3638.376465
	Iteration 19Q: 3 clusters Score -9387003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -9387037.000000 Penalty: 3638.376465
	Iteration 20F: 3 clusters Score -9387037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -9387038.000000 Penalty: 3638.376465
	Iteration 21Q: 3 clusters Score -9387038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -9387053.000000 Penalty: 3638.376465
	Iteration 22Q: 3 clusters Score -9387053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -9387066.000000 Penalty: 3638.376465
	Iteration 23Q: 3 clusters Score -9387066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -9387059.000000 Penalty: 3638.376465
	Iteration 24Q: 3 clusters Score -9387059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -9387071.000000 Penalty: 3638.376465
	Iteration 25Q: 3 clusters Score -9387071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -9387077.000000 Penalty: 3638.376465
	Iteration 26Q: 3 clusters Score -9387077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -9387086.000000 Penalty: 3638.376465
	Iteration 27Q: 3 clusters Score -9387086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -9387082.000000 Penalty: 3638.376465
	Iteration 28Q: 3 clusters Score -9387082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -9387079.000000 Penalty: 3638.376465
	Iteration 29Q: 3 clusters Score -9387079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -9387085.000000 Penalty: 3638.376465
	Iteration 30Q: 3 clusters Score -9387085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
Score: -9387094.000000 Penalty: 3638.376465
	Iteration 31Q: 3 clusters Score -9387094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -9387093.000000 Penalty: 3638.376465
	Iteration 32Q: 3 clusters Score -9387093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -9387093.000000 Penalty: 3638.376465
	Iteration 33F: 3 clusters Score -9387093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99927 members 
Entering Unmasked Estep 
Score: -12780690.000000 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -1.278069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -12715858.000000 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -1.271586e+07 nChanged 47838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -12743749.000000 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -1.274375e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -12744636.000000 Penalty: 3741.463623
	Iteration 2Q: 3 clusters Score -1.274464e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -12745821.000000 Penalty: 3741.463623
	Iteration 3Q: 3 clusters Score -1.274582e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -12747500.000000 Penalty: 3741.463623
	Iteration 4Q: 3 clusters Score -1.27475e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -12750158.000000 Penalty: 3741.463623
	Iteration 5Q: 3 clusters Score -1.275016e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -12753702.000000 Penalty: 3741.463623
	Iteration 6F: 3 clusters Score -1.27537e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -12758028.000000 Penalty: 3741.463623
	Iteration 7F: 3 clusters Score -1.275803e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 70977 members 
Entering Unmasked Estep 
Score: -12762382.000000 Penalty: 3741.463623
	Iteration 8F: 3 clusters Score -1.276238e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -12765835.000000 Penalty: 3741.463623
	Iteration 9F: 3 clusters Score -1.276584e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -12767772.000000 Penalty: 3741.463623
	Iteration 10Q: 3 clusters Score -1.276777e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -12768501.000000 Penalty: 3741.463623
	Iteration 11Q: 3 clusters Score -1.27685e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -12768837.000000 Penalty: 3741.463623
	Iteration 12Q: 3 clusters Score -1.276884e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -12768969.000000 Penalty: 3741.463623
	Iteration 13Q: 3 clusters Score -1.276897e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -12769160.000000 Penalty: 3741.463623
	Iteration 14Q: 3 clusters Score -1.276916e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -12769289.000000 Penalty: 3741.463623
	Iteration 15Q: 3 clusters Score -1.276929e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 74970 members 
Entering Unmasked Estep 
Score: -12769354.000000 Penalty: 3741.463623
	Iteration 16Q: 3 clusters Score -1.276935e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -12769472.000000 Penalty: 3741.463623
	Iteration 17Q: 3 clusters Score -1.276947e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
Score: -12769563.000000 Penalty: 3741.463623
	Iteration 18Q: 3 clusters Score -1.276956e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -12769623.000000 Penalty: 3741.463623
	Iteration 19Q: 3 clusters Score -1.276962e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -12769625.000000 Penalty: 3741.463623
	Iteration 20F: 3 clusters Score -1.276962e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -12769660.000000 Penalty: 3741.463623
	Iteration 21Q: 3 clusters Score -1.276966e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -12769599.000000 Penalty: 3741.463623
	Iteration 22Q: 3 clusters Score -1.27696e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -12769686.000000 Penalty: 3741.463623
	Iteration 23Q: 3 clusters Score -1.276969e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -12769690.000000 Penalty: 3741.463623
	Iteration 24Q: 3 clusters Score -1.276969e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -12769742.000000 Penalty: 3741.463623
	Iteration 25Q: 3 clusters Score -1.276974e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -12769729.000000 Penalty: 3741.463623
	Iteration 26Q: 3 clusters Score -1.276973e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 73053 members 
Entering Unmasked Estep 
Score: -12769698.000000 Penalty: 3741.463623
	Iteration 27Q: 3 clusters Score -1.27697e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -12769703.000000 Penalty: 3741.463623
	Iteration 28Q: 3 clusters Score -1.27697e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -12769652.000000 Penalty: 3741.463623
	Iteration 29Q: 3 clusters Score -1.276965e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -12769650.000000 Penalty: 3741.463623
	Iteration 30Q: 3 clusters Score -1.276965e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -12769636.000000 Penalty: 3741.463623
	Iteration 31Q: 3 clusters Score -1.276964e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -12769633.000000 Penalty: 3741.463623
	Iteration 32Q: 3 clusters Score -1.276963e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -12769545.000000 Penalty: 3741.463623
	Iteration 33Q: 3 clusters Score -1.276954e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -12769521.000000 Penalty: 3741.463623
	Iteration 34Q: 3 clusters Score -1.276952e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -12769525.000000 Penalty: 3741.463623
	Iteration 35Q: 3 clusters Score -1.276952e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -12769527.000000 Penalty: 3741.463623
	Iteration 36Q: 3 clusters Score -1.276953e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -12769512.000000 Penalty: 3741.463623
	Iteration 37Q: 3 clusters Score -1.276951e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -12769472.000000 Penalty: 3741.463623
	Iteration 38Q: 3 clusters Score -1.276947e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -12769432.000000 Penalty: 3741.463623
	Iteration 39Q: 3 clusters Score -1.276943e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -12769398.000000 Penalty: 3741.463623
	Iteration 40F: 3 clusters Score -1.27694e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -12769370.000000 Penalty: 3741.463623
	Iteration 41Q: 3 clusters Score -1.276937e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -12769360.000000 Penalty: 3741.463623
	Iteration 42Q: 3 clusters Score -1.276936e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -12769357.000000 Penalty: 3741.463623
	Iteration 43Q: 3 clusters Score -1.276936e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -12769401.000000 Penalty: 3741.463623
	Iteration 44Q: 3 clusters Score -1.27694e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -12769380.000000 Penalty: 3741.463623
	Iteration 45Q: 3 clusters Score -1.276938e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -12769441.000000 Penalty: 3741.463623
	Iteration 46Q: 3 clusters Score -1.276944e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -12769590.000000 Penalty: 3741.463623
	Iteration 47Q: 3 clusters Score -1.276959e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -12769692.000000 Penalty: 3741.463623
	Iteration 48Q: 3 clusters Score -1.276969e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -12769816.000000 Penalty: 3741.463623
	Iteration 49Q: 3 clusters Score -1.276982e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -12769897.000000 Penalty: 3741.463623
	Iteration 50Q: 3 clusters Score -1.27699e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -12769966.000000 Penalty: 3741.463623
	Iteration 51Q: 3 clusters Score -1.276997e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -12770135.000000 Penalty: 3741.463623
	Iteration 52Q: 3 clusters Score -1.277014e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -12770335.000000 Penalty: 3741.463623
	Iteration 53Q: 3 clusters Score -1.277034e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -12770488.000000 Penalty: 3741.463623
	Iteration 54Q: 3 clusters Score -1.277049e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -12770631.000000 Penalty: 3741.463623
	Iteration 55Q: 3 clusters Score -1.277063e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -12770787.000000 Penalty: 3741.463623
	Iteration 56Q: 3 clusters Score -1.277079e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -12771083.000000 Penalty: 3741.463623
	Iteration 57Q: 3 clusters Score -1.277108e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -12771245.000000 Penalty: 3741.463623
	Iteration 58Q: 3 clusters Score -1.277124e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -12771525.000000 Penalty: 3741.463623
	Iteration 59Q: 3 clusters Score -1.277152e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -12771817.000000 Penalty: 3741.463623
	Iteration 60F: 3 clusters Score -1.277182e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -12772080.000000 Penalty: 3741.463623
	Iteration 61Q: 3 clusters Score -1.277208e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -12772366.000000 Penalty: 3741.463623
	Iteration 62Q: 3 clusters Score -1.277237e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -12772586.000000 Penalty: 3741.463623
	Iteration 63Q: 3 clusters Score -1.277259e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -12772884.000000 Penalty: 3741.463623
	Iteration 64Q: 3 clusters Score -1.277288e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -12773123.000000 Penalty: 3741.463623
	Iteration 65Q: 3 clusters Score -1.277312e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -12773279.000000 Penalty: 3741.463623
	Iteration 66Q: 3 clusters Score -1.277328e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -12773490.000000 Penalty: 3741.463623
	Iteration 67Q: 3 clusters Score -1.277349e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -12773624.000000 Penalty: 3741.463623
	Iteration 68Q: 3 clusters Score -1.277362e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -12773832.000000 Penalty: 3741.463623
	Iteration 69Q: 3 clusters Score -1.277383e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -12774089.000000 Penalty: 3741.463623
	Iteration 70Q: 3 clusters Score -1.277409e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -12774292.000000 Penalty: 3741.463623
	Iteration 71Q: 3 clusters Score -1.277429e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -12774540.000000 Penalty: 3741.463623
	Iteration 72Q: 3 clusters Score -1.277454e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -12774846.000000 Penalty: 3741.463623
	Iteration 73Q: 3 clusters Score -1.277485e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -12775093.000000 Penalty: 3741.463623
	Iteration 74Q: 3 clusters Score -1.277509e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -12775351.000000 Penalty: 3741.463623
	Iteration 75Q: 3 clusters Score -1.277535e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -12775434.000000 Penalty: 3741.463623
	Iteration 76Q: 3 clusters Score -1.277543e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -12775594.000000 Penalty: 3741.463623
	Iteration 77Q: 3 clusters Score -1.277559e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -12775744.000000 Penalty: 3741.463623
	Iteration 78Q: 3 clusters Score -1.277574e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -12775867.000000 Penalty: 3741.463623
	Iteration 79Q: 3 clusters Score -1.277587e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -12776297.000000 Penalty: 3741.463623
	Iteration 80F: 3 clusters Score -1.27763e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -12776550.000000 Penalty: 3741.463623
	Iteration 81Q: 3 clusters Score -1.277655e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -12777113.000000 Penalty: 3741.463623
	Iteration 82Q: 3 clusters Score -1.277711e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -12777625.000000 Penalty: 3741.463623
	Iteration 83Q: 3 clusters Score -1.277762e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -12778074.000000 Penalty: 3741.463623
	Iteration 84Q: 3 clusters Score -1.277807e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -12778607.000000 Penalty: 3741.463623
	Iteration 85Q: 3 clusters Score -1.277861e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -12779123.000000 Penalty: 3741.463623
	Iteration 86Q: 3 clusters Score -1.277912e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -12779468.000000 Penalty: 3741.463623
	Iteration 87Q: 3 clusters Score -1.277947e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -12779663.000000 Penalty: 3741.463623
	Iteration 88Q: 3 clusters Score -1.277966e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -12779901.000000 Penalty: 3741.463623
	Iteration 89Q: 3 clusters Score -1.27799e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -12780055.000000 Penalty: 3741.463623
	Iteration 90Q: 3 clusters Score -1.278006e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -12780095.000000 Penalty: 3741.463623
	Iteration 91Q: 3 clusters Score -1.27801e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98123 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -12780167.000000 Penalty: 3741.463623
	Iteration 92Q: 3 clusters Score -1.278017e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -12780210.000000 Penalty: 3741.463623
	Iteration 93Q: 3 clusters Score -1.278021e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -12780246.000000 Penalty: 3741.463623
	Iteration 94Q: 3 clusters Score -1.278025e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -12780279.000000 Penalty: 3741.463623
	Iteration 95Q: 3 clusters Score -1.278028e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98475 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -12780321.000000 Penalty: 3741.463623
	Iteration 96Q: 3 clusters Score -1.278032e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98501 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -12780312.000000 Penalty: 3741.463623
	Iteration 97Q: 3 clusters Score -1.278031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -12780323.000000 Penalty: 3741.463623
	Iteration 98Q: 3 clusters Score -1.278032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98529 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12780330.000000 Penalty: 3741.463623
	Iteration 99Q: 3 clusters Score -1.278033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12780369.000000 Penalty: 3741.463623
	Iteration 100F: 3 clusters Score -1.278037e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98588 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12780382.000000 Penalty: 3741.463623
	Iteration 101Q: 3 clusters Score -1.278038e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98620 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -12780396.000000 Penalty: 3741.463623
	Iteration 102Q: 3 clusters Score -1.27804e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98632 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -12780398.000000 Penalty: 3741.463623
	Iteration 103Q: 3 clusters Score -1.27804e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -12780417.000000 Penalty: 3741.463623
	Iteration 104Q: 3 clusters Score -1.278042e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -12780435.000000 Penalty: 3741.463623
	Iteration 105Q: 3 clusters Score -1.278044e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98621 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -12780424.000000 Penalty: 3741.463623
	Iteration 106Q: 3 clusters Score -1.278042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -12780414.000000 Penalty: 3741.463623
	Iteration 107Q: 3 clusters Score -1.278041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -12780428.000000 Penalty: 3741.463623
	Iteration 108Q: 3 clusters Score -1.278043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12780437.000000 Penalty: 3741.463623
	Iteration 109Q: 3 clusters Score -1.278044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12780427.000000 Penalty: 3741.463623
	Iteration 110Q: 3 clusters Score -1.278043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12780431.000000 Penalty: 3741.463623
	Iteration 111Q: 3 clusters Score -1.278043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98612 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12780415.000000 Penalty: 3741.463623
	Iteration 112Q: 3 clusters Score -1.278042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98612 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12780419.000000 Penalty: 3741.463623
	Iteration 113Q: 3 clusters Score -1.278042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12780422.000000 Penalty: 3741.463623
	Iteration 114Q: 3 clusters Score -1.278042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12780415.000000 Penalty: 3741.463623
	Iteration 115Q: 3 clusters Score -1.278042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12780422.000000 Penalty: 3741.463623
	Iteration 116Q: 3 clusters Score -1.278042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12780426.000000 Penalty: 3741.463623
	Iteration 117Q: 3 clusters Score -1.278043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98602 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12780424.000000 Penalty: 3741.463623
	Iteration 118Q: 3 clusters Score -1.278042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12780438.000000 Penalty: 3741.463623
	Iteration 119Q: 3 clusters Score -1.278044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12780440.000000 Penalty: 3741.463623
	Iteration 120F: 3 clusters Score -1.278044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12780445.000000 Penalty: 3741.463623
	Iteration 121Q: 3 clusters Score -1.278044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12780446.000000 Penalty: 3741.463623
	Iteration 122Q: 3 clusters Score -1.278045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98596 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12780444.000000 Penalty: 3741.463623
	Iteration 123Q: 3 clusters Score -1.278044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12780441.000000 Penalty: 3741.463623
	Iteration 124Q: 3 clusters Score -1.278044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12780439.000000 Penalty: 3741.463623
	Iteration 125Q: 3 clusters Score -1.278044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12780436.000000 Penalty: 3741.463623
	Iteration 126Q: 3 clusters Score -1.278044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12780440.000000 Penalty: 3741.463623
	Iteration 127Q: 3 clusters Score -1.278044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98592 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -12780437.000000 Penalty: 3741.463623
	Iteration 128Q: 3 clusters Score -1.278044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12780438.000000 Penalty: 3741.463623
	Iteration 129Q: 3 clusters Score -1.278044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98588 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12780440.000000 Penalty: 3741.463623
	Iteration 130Q: 3 clusters Score -1.278044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98586 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12780453.000000 Penalty: 3741.463623
	Iteration 131Q: 3 clusters Score -1.278045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98586 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12780452.000000 Penalty: 3741.463623
	Iteration 132Q: 3 clusters Score -1.278045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98586 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12780450.000000 Penalty: 3741.463623
	Iteration 133Q: 3 clusters Score -1.278045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12780452.000000 Penalty: 3741.463623
	Iteration 134Q: 3 clusters Score -1.278045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12780453.000000 Penalty: 3741.463623
	Iteration 135Q: 3 clusters Score -1.278045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12780453.000000 Penalty: 3741.463623
	Iteration 136F: 3 clusters Score -1.278045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Entering Unmasked Estep 
Score: -6528956.500000 Penalty: 1760.697388
	Iteration 0F: 2 clusters Score -6528956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -6494813.000000 Penalty: 3521.394775
	Iteration 0F: 3 clusters Score -6494813 nChanged 23923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -6508588.500000 Penalty: 3521.394775
	Iteration 1F: 3 clusters Score -6508588 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -6509359.500000 Penalty: 3521.394775
	Iteration 2Q: 3 clusters Score -6509360 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -6510468.000000 Penalty: 3521.394775
	Iteration 3Q: 3 clusters Score -6510468 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -6512345.500000 Penalty: 3521.394775
	Iteration 4F: 3 clusters Score -6512346 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -6515269.500000 Penalty: 3521.394775
	Iteration 5F: 3 clusters Score -6515270 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -6518991.500000 Penalty: 3521.394775
	Iteration 6F: 3 clusters Score -6518992 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -6522457.000000 Penalty: 3521.394775
	Iteration 7F: 3 clusters Score -6522457 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -6524962.500000 Penalty: 3521.394775
	Iteration 8F: 3 clusters Score -6524962 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -6526319.500000 Penalty: 3521.394775
	Iteration 9Q: 3 clusters Score -6526320 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -6526931.000000 Penalty: 3521.394775
	Iteration 10Q: 3 clusters Score -6526931 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -6527285.000000 Penalty: 3521.394775
	Iteration 11Q: 3 clusters Score -6527285 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -6527417.000000 Penalty: 3521.394775
	Iteration 12Q: 3 clusters Score -6527417 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -6527511.500000 Penalty: 3521.394775
	Iteration 13Q: 3 clusters Score -6527512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -6527551.500000 Penalty: 3521.394775
	Iteration 14Q: 3 clusters Score -6527552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -6527594.500000 Penalty: 3521.394775
	Iteration 15Q: 3 clusters Score -6527594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -6527619.500000 Penalty: 3521.394775
	Iteration 16Q: 3 clusters Score -6527620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -6527629.500000 Penalty: 3521.394775
	Iteration 17Q: 3 clusters Score -6527630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -6527657.500000 Penalty: 3521.394775
	Iteration 18Q: 3 clusters Score -6527658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -6527670.500000 Penalty: 3521.394775
	Iteration 19Q: 3 clusters Score -6527670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -6527673.500000 Penalty: 3521.394775
	Iteration 20F: 3 clusters Score -6527674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -6527675.000000 Penalty: 3521.394775
	Iteration 21Q: 3 clusters Score -6527675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6527676.000000 Penalty: 3521.394775
	Iteration 22Q: 3 clusters Score -6527676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -6527684.500000 Penalty: 3521.394775
	Iteration 23Q: 3 clusters Score -6527684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -6527684.000000 Penalty: 3521.394775
	Iteration 24Q: 3 clusters Score -6527684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -6527680.500000 Penalty: 3521.394775
	Iteration 25Q: 3 clusters Score -6527680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -6527685.000000 Penalty: 3521.394775
	Iteration 26Q: 3 clusters Score -6527685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -6527684.000000 Penalty: 3521.394775
	Iteration 27Q: 3 clusters Score -6527684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -6527690.000000 Penalty: 3521.394775
	Iteration 28Q: 3 clusters Score -6527690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -6527690.500000 Penalty: 3521.394775
	Iteration 29Q: 3 clusters Score -6527690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -6527695.500000 Penalty: 3521.394775
	Iteration 30Q: 3 clusters Score -6527696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6527697.000000 Penalty: 3521.394775
	Iteration 31Q: 3 clusters Score -6527697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -6527695.000000 Penalty: 3521.394775
	Iteration 32Q: 3 clusters Score -6527695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -6527698.500000 Penalty: 3521.394775
	Iteration 33Q: 3 clusters Score -6527698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -6527698.500000 Penalty: 3521.394775
	Iteration 34F: 3 clusters Score -6527698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -46245.761719 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -46245.76 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 213 members 
Entering Unmasked Estep 
Score: -45256.796875 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -45256.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45419.300781 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -45419.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45514.644531 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -45514.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -45573.933594 Penalty: 1966.163452
	Iteration 3F: 3 clusters Score -45573.93 nChanged 21
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: -45618.808594 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -45618.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45682.988281 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -45682.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45732.636719 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -45732.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45767.542969 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -45767.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -45779.726562 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -45779.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45784.226562 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -45784.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -45795.914062 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -45795.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -45795.914062 Penalty: 1966.163452
	Iteration 11F: 3 clusters Score -45795.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -80385.210938 Penalty: 1070.028564
	Iteration 0F: 2 clusters Score -80385.21 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 361 members 
Entering Unmasked Estep 
Score: -79190.117188 Penalty: 2140.057129
	Iteration 0F: 3 clusters Score -79190.12 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79517.953125 Penalty: 2140.057129
	Iteration 1F: 3 clusters Score -79517.95 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79645.210938 Penalty: 2140.057129
	Iteration 2F: 3 clusters Score -79645.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79740.273438 Penalty: 2140.057129
	Iteration 3F: 3 clusters Score -79740.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79896.929688 Penalty: 2140.057129
	Iteration 4F: 3 clusters Score -79896.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -80049.304688 Penalty: 2140.057129
	Iteration 5F: 3 clusters Score -80049.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -80171.375000 Penalty: 2140.057129
	Iteration 6F: 3 clusters Score -80171.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -80235.515625 Penalty: 2140.057129
	Iteration 7Q: 3 clusters Score -80235.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -80273.414062 Penalty: 2140.057129
	Iteration 8Q: 3 clusters Score -80273.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -80306.937500 Penalty: 2140.057129
	Iteration 9Q: 3 clusters Score -80306.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -80320.304688 Penalty: 2140.057129
	Iteration 10Q: 3 clusters Score -80320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -80339.085938 Penalty: 2140.057129
	Iteration 11Q: 3 clusters Score -80339.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -80356.218750 Penalty: 2140.057129
	Iteration 12Q: 3 clusters Score -80356.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -80365.843750 Penalty: 2140.057129
	Iteration 13Q: 3 clusters Score -80365.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -80365.843750 Penalty: 2140.057129
	Iteration 14F: 3 clusters Score -80365.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Entering Unmasked Estep 
Score: -2012665.875000 Penalty: 1573.906738
	Iteration 0F: 2 clusters Score -2012666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2001655.875000 Penalty: 3147.813477
	Iteration 0F: 3 clusters Score -2001656 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2005736.625000 Penalty: 3147.813477
	Iteration 1F: 3 clusters Score -2005737 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2006597.500000 Penalty: 3147.813477
	Iteration 2F: 3 clusters Score -2006598 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2007762.250000 Penalty: 3147.813477
	Iteration 3F: 3 clusters Score -2007762 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2008981.000000 Penalty: 3147.813477
	Iteration 4F: 3 clusters Score -2008981 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2010071.375000 Penalty: 3147.813477
	Iteration 5F: 3 clusters Score -2010071 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2010868.750000 Penalty: 3147.813477
	Iteration 6F: 3 clusters Score -2010869 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2011457.750000 Penalty: 3147.813477
	Iteration 7Q: 3 clusters Score -2011458 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2011827.250000 Penalty: 3147.813477
	Iteration 8Q: 3 clusters Score -2011827 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2012136.375000 Penalty: 3147.813477
	Iteration 9Q: 3 clusters Score -2012136 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2012314.375000 Penalty: 3147.813477
	Iteration 10Q: 3 clusters Score -2012314 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2012393.000000 Penalty: 3147.813477
	Iteration 11Q: 3 clusters Score -2012393 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2012427.625000 Penalty: 3147.813477
	Iteration 12Q: 3 clusters Score -2012428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2012463.750000 Penalty: 3147.813477
	Iteration 13Q: 3 clusters Score -2012464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2012494.375000 Penalty: 3147.813477
	Iteration 14Q: 3 clusters Score -2012494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2012514.875000 Penalty: 3147.813477
	Iteration 15Q: 3 clusters Score -2012515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2012533.000000 Penalty: 3147.813477
	Iteration 16Q: 3 clusters Score -2012533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2012541.750000 Penalty: 3147.813477
	Iteration 17Q: 3 clusters Score -2012542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2012545.500000 Penalty: 3147.813477
	Iteration 18Q: 3 clusters Score -2012546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2012552.500000 Penalty: 3147.813477
	Iteration 19Q: 3 clusters Score -2012552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2012555.500000 Penalty: 3147.813477
	Iteration 20F: 3 clusters Score -2012556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2012564.250000 Penalty: 3147.813477
	Iteration 21Q: 3 clusters Score -2012564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2012562.750000 Penalty: 3147.813477
	Iteration 22Q: 3 clusters Score -2012563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2012570.000000 Penalty: 3147.813477
	Iteration 23Q: 3 clusters Score -2012570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2012572.125000 Penalty: 3147.813477
	Iteration 24Q: 3 clusters Score -2012572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2012571.500000 Penalty: 3147.813477
	Iteration 25Q: 3 clusters Score -2012572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2012571.500000 Penalty: 3147.813477
	Iteration 26F: 3 clusters Score -2012572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Entering Unmasked Estep 
Score: -1468971.375000 Penalty: 1519.504639
	Iteration 0F: 2 clusters Score -1468971 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 5735 members 
Entering Unmasked Estep 
Score: -1460793.125000 Penalty: 3039.009277
	Iteration 0F: 3 clusters Score -1460793 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1463515.125000 Penalty: 3039.009277
	Iteration 1F: 3 clusters Score -1463515 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1463825.500000 Penalty: 3039.009277
	Iteration 2F: 3 clusters Score -1463826 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1464122.500000 Penalty: 3039.009277
	Iteration 3F: 3 clusters Score -1464122 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1464385.500000 Penalty: 3039.009277
	Iteration 4Q: 3 clusters Score -1464386 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1464637.125000 Penalty: 3039.009277
	Iteration 5Q: 3 clusters Score -1464637 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1464886.375000 Penalty: 3039.009277
	Iteration 6Q: 3 clusters Score -1464886 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1465151.375000 Penalty: 3039.009277
	Iteration 7Q: 3 clusters Score -1465151 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1465411.750000 Penalty: 3039.009277
	Iteration 8Q: 3 clusters Score -1465412 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1465677.500000 Penalty: 3039.009277
	Iteration 9Q: 3 clusters Score -1465678 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1465974.000000 Penalty: 3039.009277
	Iteration 10Q: 3 clusters Score -1465974 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1466291.750000 Penalty: 3039.009277
	Iteration 11Q: 3 clusters Score -1466292 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1466570.875000 Penalty: 3039.009277
	Iteration 12Q: 3 clusters Score -1466571 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1466802.750000 Penalty: 3039.009277
	Iteration 13Q: 3 clusters Score -1466803 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1466975.250000 Penalty: 3039.009277
	Iteration 14Q: 3 clusters Score -1466975 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1467094.500000 Penalty: 3039.009277
	Iteration 15Q: 3 clusters Score -1467094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1467179.875000 Penalty: 3039.009277
	Iteration 16Q: 3 clusters Score -1467180 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1467238.875000 Penalty: 3039.009277
	Iteration 17Q: 3 clusters Score -1467239 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1467285.250000 Penalty: 3039.009277
	Iteration 18Q: 3 clusters Score -1467285 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1467319.750000 Penalty: 3039.009277
	Iteration 19Q: 3 clusters Score -1467320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1467344.125000 Penalty: 3039.009277
	Iteration 20F: 3 clusters Score -1467344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1467371.625000 Penalty: 3039.009277
	Iteration 21Q: 3 clusters Score -1467372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1467397.625000 Penalty: 3039.009277
	Iteration 22Q: 3 clusters Score -1467398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1467423.000000 Penalty: 3039.009277
	Iteration 23Q: 3 clusters Score -1467423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1467449.250000 Penalty: 3039.009277
	Iteration 24Q: 3 clusters Score -1467449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1467481.375000 Penalty: 3039.009277
	Iteration 25Q: 3 clusters Score -1467481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1467506.750000 Penalty: 3039.009277
	Iteration 26Q: 3 clusters Score -1467507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1467528.125000 Penalty: 3039.009277
	Iteration 27Q: 3 clusters Score -1467528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1467555.375000 Penalty: 3039.009277
	Iteration 28Q: 3 clusters Score -1467555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1467576.375000 Penalty: 3039.009277
	Iteration 29Q: 3 clusters Score -1467576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1467599.125000 Penalty: 3039.009277
	Iteration 30Q: 3 clusters Score -1467599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1467610.625000 Penalty: 3039.009277
	Iteration 31Q: 3 clusters Score -1467611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1467624.750000 Penalty: 3039.009277
	Iteration 32Q: 3 clusters Score -1467625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1467628.500000 Penalty: 3039.009277
	Iteration 33Q: 3 clusters Score -1467628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1467632.000000 Penalty: 3039.009277
	Iteration 34Q: 3 clusters Score -1467632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1467638.750000 Penalty: 3039.009277
	Iteration 35Q: 3 clusters Score -1467639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1467639.500000 Penalty: 3039.009277
	Iteration 36Q: 3 clusters Score -1467640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1467644.750000 Penalty: 3039.009277
	Iteration 37Q: 3 clusters Score -1467645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1467650.750000 Penalty: 3039.009277
	Iteration 38Q: 3 clusters Score -1467651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1467656.000000 Penalty: 3039.009277
	Iteration 39Q: 3 clusters Score -1467656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1467661.125000 Penalty: 3039.009277
	Iteration 40F: 3 clusters Score -1467661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1467663.000000 Penalty: 3039.009277
	Iteration 41Q: 3 clusters Score -1467663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1467669.375000 Penalty: 3039.009277
	Iteration 42Q: 3 clusters Score -1467669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1467675.625000 Penalty: 3039.009277
	Iteration 43Q: 3 clusters Score -1467676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1467673.375000 Penalty: 3039.009277
	Iteration 44Q: 3 clusters Score -1467673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1467676.750000 Penalty: 3039.009277
	Iteration 45Q: 3 clusters Score -1467677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1467676.750000 Penalty: 3039.009277
	Iteration 46Q: 3 clusters Score -1467677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1467676.625000 Penalty: 3039.009277
	Iteration 47Q: 3 clusters Score -1467677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1467676.625000 Penalty: 3039.009277
	Iteration 48F: 3 clusters Score -1467677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (90245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Entering Unmasked Estep 
Score: -11590636.000000 Penalty: 1854.171021
	Iteration 0F: 2 clusters Score -1.159064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -11532253.000000 Penalty: 3708.342041
	Iteration 0F: 3 clusters Score -1.153225e+07 nChanged 42993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -11557618.000000 Penalty: 3708.342041
	Iteration 1F: 3 clusters Score -1.155762e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -11558540.000000 Penalty: 3708.342041
	Iteration 2Q: 3 clusters Score -1.155854e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -11560034.000000 Penalty: 3708.342041
	Iteration 3Q: 3 clusters Score -1.156003e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -11562525.000000 Penalty: 3708.342041
	Iteration 4F: 3 clusters Score -1.156252e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -11566722.000000 Penalty: 3708.342041
	Iteration 5F: 3 clusters Score -1.156672e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -11572432.000000 Penalty: 3708.342041
	Iteration 6F: 3 clusters Score -1.157243e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 78023 members 
Entering Unmasked Estep 
Score: -11578699.000000 Penalty: 3708.342041
	Iteration 7F: 3 clusters Score -1.15787e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -11583959.000000 Penalty: 3708.342041
	Iteration 8F: 3 clusters Score -1.158396e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -11587001.000000 Penalty: 3708.342041
	Iteration 9Q: 3 clusters Score -1.1587e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -11588154.000000 Penalty: 3708.342041
	Iteration 10Q: 3 clusters Score -1.158815e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -11588678.000000 Penalty: 3708.342041
	Iteration 11Q: 3 clusters Score -1.158868e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -11588869.000000 Penalty: 3708.342041
	Iteration 12Q: 3 clusters Score -1.158887e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -11588955.000000 Penalty: 3708.342041
	Iteration 13Q: 3 clusters Score -1.158896e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -11589006.000000 Penalty: 3708.342041
	Iteration 14Q: 3 clusters Score -1.158901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -11589012.000000 Penalty: 3708.342041
	Iteration 15Q: 3 clusters Score -1.158901e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 89966 members 
Entering Unmasked Estep 
Score: -11589032.000000 Penalty: 3708.342041
	Iteration 16Q: 3 clusters Score -1.158903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 89972 members 
Entering Unmasked Estep 
Score: -11589063.000000 Penalty: 3708.342041
	Iteration 17Q: 3 clusters Score -1.158906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -11589093.000000 Penalty: 3708.342041
	Iteration 18Q: 3 clusters Score -1.158909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 89988 members 
Entering Unmasked Estep 
Score: -11589093.000000 Penalty: 3708.342041
	Iteration 19Q: 3 clusters Score -1.158909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 89989 members 
Entering Unmasked Estep 
Score: -11589106.000000 Penalty: 3708.342041
	Iteration 20F: 3 clusters Score -1.158911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -11589113.000000 Penalty: 3708.342041
	Iteration 21Q: 3 clusters Score -1.158911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -11589117.000000 Penalty: 3708.342041
	Iteration 22Q: 3 clusters Score -1.158912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 89999 members 
Entering Unmasked Estep 
Score: -11589109.000000 Penalty: 3708.342041
	Iteration 23Q: 3 clusters Score -1.158911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -11589117.000000 Penalty: 3708.342041
	Iteration 24Q: 3 clusters Score -1.158912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -11589117.000000 Penalty: 3708.342041
	Iteration 25F: 3 clusters Score -1.158912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -37171.195312 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -37171.2 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 228 members 
Entering Unmasked Estep 
Score: -36326.332031 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -36326.33 nChanged 137
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: -36881.828125 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -36881.83 nChanged 50
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: -37327.496094 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -37327.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37690.402344 Penalty: 1994.058594
	Iteration 3F: 3 clusters Score -37690.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37842.964844 Penalty: 1994.058594
	Iteration 4F: 3 clusters Score -37842.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37935.210938 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -37935.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37955.925781 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -37955.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37966.347656 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -37966.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37966.347656 Penalty: 1994.058594
	Iteration 8F: 3 clusters Score -37966.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 72766 members 
Mstep: Class 3 contains 99927 members 
Mstep: Class 4 contains 50770 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16084 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90245 members 
Mstep: Class 10 contains 267 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 18403 members 
Mstep: Class 13 contains 80271 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101856 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
Score: -69526552.000000 Penalty: 36521.828125
Splitting cluster 10 changes total score from -69526912.000000 to -69526552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (18403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Entering Unmasked Estep 
Score: -2381089.500000 Penalty: 1595.793701
	Iteration 0F: 2 clusters Score -2381090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2368518.500000 Penalty: 3191.587402
	Iteration 0F: 3 clusters Score -2368518 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2372905.500000 Penalty: 3191.587402
	Iteration 1F: 3 clusters Score -2372906 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2373291.750000 Penalty: 3191.587402
	Iteration 2F: 3 clusters Score -2373292 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2373732.250000 Penalty: 3191.587402
	Iteration 3F: 3 clusters Score -2373732 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2374272.000000 Penalty: 3191.587402
	Iteration 4F: 3 clusters Score -2374272 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2374966.250000 Penalty: 3191.587402
	Iteration 5F: 3 clusters Score -2374966 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2375810.750000 Penalty: 3191.587402
	Iteration 6F: 3 clusters Score -2375811 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2376794.500000 Penalty: 3191.587402
	Iteration 7F: 3 clusters Score -2376794 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2377754.000000 Penalty: 3191.587402
	Iteration 8F: 3 clusters Score -2377754 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2378488.000000 Penalty: 3191.587402
	Iteration 9Q: 3 clusters Score -2378488 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2378889.250000 Penalty: 3191.587402
	Iteration 10Q: 3 clusters Score -2378889 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2379125.000000 Penalty: 3191.587402
	Iteration 11Q: 3 clusters Score -2379125 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2379277.250000 Penalty: 3191.587402
	Iteration 12Q: 3 clusters Score -2379277 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2379361.750000 Penalty: 3191.587402
	Iteration 13Q: 3 clusters Score -2379362 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2379439.250000 Penalty: 3191.587402
	Iteration 14Q: 3 clusters Score -2379439 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2379493.500000 Penalty: 3191.587402
	Iteration 15Q: 3 clusters Score -2379494 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2379538.750000 Penalty: 3191.587402
	Iteration 16Q: 3 clusters Score -2379539 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2379580.750000 Penalty: 3191.587402
	Iteration 17Q: 3 clusters Score -2379581 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2379624.000000 Penalty: 3191.587402
	Iteration 18Q: 3 clusters Score -2379624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2379653.750000 Penalty: 3191.587402
	Iteration 19Q: 3 clusters Score -2379654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2379677.000000 Penalty: 3191.587402
	Iteration 20F: 3 clusters Score -2379677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2379703.500000 Penalty: 3191.587402
	Iteration 21Q: 3 clusters Score -2379704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2379724.500000 Penalty: 3191.587402
	Iteration 22Q: 3 clusters Score -2379724 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2379742.250000 Penalty: 3191.587402
	Iteration 23Q: 3 clusters Score -2379742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2379756.500000 Penalty: 3191.587402
	Iteration 24Q: 3 clusters Score -2379756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2379771.000000 Penalty: 3191.587402
	Iteration 25Q: 3 clusters Score -2379771 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2379786.750000 Penalty: 3191.587402
	Iteration 26Q: 3 clusters Score -2379787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2379804.000000 Penalty: 3191.587402
	Iteration 27Q: 3 clusters Score -2379804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2379814.750000 Penalty: 3191.587402
	Iteration 28Q: 3 clusters Score -2379815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2379818.750000 Penalty: 3191.587402
	Iteration 29Q: 3 clusters Score -2379819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2379829.500000 Penalty: 3191.587402
	Iteration 30Q: 3 clusters Score -2379830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2379835.000000 Penalty: 3191.587402
	Iteration 31Q: 3 clusters Score -2379835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2379835.500000 Penalty: 3191.587402
	Iteration 32Q: 3 clusters Score -2379836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2379844.750000 Penalty: 3191.587402
	Iteration 33Q: 3 clusters Score -2379845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2379854.500000 Penalty: 3191.587402
	Iteration 34Q: 3 clusters Score -2379854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2379857.000000 Penalty: 3191.587402
	Iteration 35Q: 3 clusters Score -2379857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2379867.500000 Penalty: 3191.587402
	Iteration 36Q: 3 clusters Score -2379868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2379870.000000 Penalty: 3191.587402
	Iteration 37Q: 3 clusters Score -2379870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2379872.000000 Penalty: 3191.587402
	Iteration 38Q: 3 clusters Score -2379872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2379874.000000 Penalty: 3191.587402
	Iteration 39Q: 3 clusters Score -2379874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2379877.750000 Penalty: 3191.587402
	Iteration 40F: 3 clusters Score -2379878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2379872.750000 Penalty: 3191.587402
	Iteration 41Q: 3 clusters Score -2379873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2379875.250000 Penalty: 3191.587402
	Iteration 42Q: 3 clusters Score -2379875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2379874.250000 Penalty: 3191.587402
	Iteration 43Q: 3 clusters Score -2379874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2379872.500000 Penalty: 3191.587402
	Iteration 44Q: 3 clusters Score -2379872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2379871.250000 Penalty: 3191.587402
	Iteration 45Q: 3 clusters Score -2379871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2379875.250000 Penalty: 3191.587402
	Iteration 46Q: 3 clusters Score -2379875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2379875.000000 Penalty: 3191.587402
	Iteration 47Q: 3 clusters Score -2379875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2379872.500000 Penalty: 3191.587402
	Iteration 48Q: 3 clusters Score -2379872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2379872.500000 Penalty: 3191.587402
	Iteration 49F: 3 clusters Score -2379872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80271 members 
Entering Unmasked Estep 
Score: -10338977.000000 Penalty: 1835.139038
	Iteration 0F: 2 clusters Score -1.033898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -10286406.000000 Penalty: 3670.278076
	Iteration 0F: 3 clusters Score -1.028641e+07 nChanged 38326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -10308825.000000 Penalty: 3670.278076
	Iteration 1F: 3 clusters Score -1.030882e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -10309953.000000 Penalty: 3670.278076
	Iteration 2Q: 3 clusters Score -1.030995e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -10311611.000000 Penalty: 3670.278076
	Iteration 3Q: 3 clusters Score -1.031161e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -10314318.000000 Penalty: 3670.278076
	Iteration 4F: 3 clusters Score -1.031432e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -10318085.000000 Penalty: 3670.278076
	Iteration 5F: 3 clusters Score -1.031808e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -10322661.000000 Penalty: 3670.278076
	Iteration 6F: 3 clusters Score -1.032266e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -10327652.000000 Penalty: 3670.278076
	Iteration 7F: 3 clusters Score -1.032765e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -10331882.000000 Penalty: 3670.278076
	Iteration 8F: 3 clusters Score -1.033188e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -10334668.000000 Penalty: 3670.278076
	Iteration 9Q: 3 clusters Score -1.033467e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -10336313.000000 Penalty: 3670.278076
	Iteration 10Q: 3 clusters Score -1.033631e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -10337004.000000 Penalty: 3670.278076
	Iteration 11Q: 3 clusters Score -1.0337e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -10337365.000000 Penalty: 3670.278076
	Iteration 12Q: 3 clusters Score -1.033736e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -10337492.000000 Penalty: 3670.278076
	Iteration 13Q: 3 clusters Score -1.033749e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10337599.000000 Penalty: 3670.278076
	Iteration 14Q: 3 clusters Score -1.03376e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10337649.000000 Penalty: 3670.278076
	Iteration 15Q: 3 clusters Score -1.033765e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10337704.000000 Penalty: 3670.278076
	Iteration 16Q: 3 clusters Score -1.03377e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10337723.000000 Penalty: 3670.278076
	Iteration 17Q: 3 clusters Score -1.033772e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -10337741.000000 Penalty: 3670.278076
	Iteration 18Q: 3 clusters Score -1.033774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79464 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10337757.000000 Penalty: 3670.278076
	Iteration 19Q: 3 clusters Score -1.033776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10337762.000000 Penalty: 3670.278076
	Iteration 20F: 3 clusters Score -1.033776e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10337751.000000 Penalty: 3670.278076
	Iteration 21Q: 3 clusters Score -1.033775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10337747.000000 Penalty: 3670.278076
	Iteration 22Q: 3 clusters Score -1.033775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10337738.000000 Penalty: 3670.278076
	Iteration 23Q: 3 clusters Score -1.033774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10337744.000000 Penalty: 3670.278076
	Iteration 24Q: 3 clusters Score -1.033774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10337737.000000 Penalty: 3670.278076
	Iteration 25Q: 3 clusters Score -1.033774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10337729.000000 Penalty: 3670.278076
	Iteration 26Q: 3 clusters Score -1.033773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10337725.000000 Penalty: 3670.278076
	Iteration 27Q: 3 clusters Score -1.033772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10337721.000000 Penalty: 3670.278076
	Iteration 28Q: 3 clusters Score -1.033772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10337723.000000 Penalty: 3670.278076
	Iteration 29Q: 3 clusters Score -1.033772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10337728.000000 Penalty: 3670.278076
	Iteration 30Q: 3 clusters Score -1.033773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10337728.000000 Penalty: 3670.278076
	Iteration 31Q: 3 clusters Score -1.033773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10337733.000000 Penalty: 3670.278076
	Iteration 32Q: 3 clusters Score -1.033773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10337726.000000 Penalty: 3670.278076
	Iteration 33Q: 3 clusters Score -1.033773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10337735.000000 Penalty: 3670.278076
	Iteration 34Q: 3 clusters Score -1.033774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10337734.000000 Penalty: 3670.278076
	Iteration 35Q: 3 clusters Score -1.033773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10337729.000000 Penalty: 3670.278076
	Iteration 36Q: 3 clusters Score -1.033773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10337744.000000 Penalty: 3670.278076
	Iteration 37Q: 3 clusters Score -1.033774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10337737.000000 Penalty: 3670.278076
	Iteration 38Q: 3 clusters Score -1.033774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10337735.000000 Penalty: 3670.278076
	Iteration 39Q: 3 clusters Score -1.033774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10337728.000000 Penalty: 3670.278076
	Iteration 40F: 3 clusters Score -1.033773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -40864.812500 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -40864.81 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 180 members 
Entering Unmasked Estep 
Score: -39991.035156 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -39991.04 nChanged 88
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: -40263.351562 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -40263.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40396.492188 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -40396.49 nChanged 17
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: -40476.617188 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -40476.62 nChanged 15
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: -40530.761719 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -40530.76 nChanged 12
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: -40563.914062 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -40563.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40607.136719 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -40607.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40674.089844 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -40674.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40700.933594 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -40700.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40711.621094 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -40711.62 nChanged 2
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: -40716.277344 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -40716.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40718.457031 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -40718.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40718.671875 Penalty: 1930.555664
	Iteration 12F: 3 clusters Score -40718.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40726.914062 Penalty: 1930.555664
	Iteration 13Q: 3 clusters Score -40726.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40728.742188 Penalty: 1930.555664
	Iteration 14Q: 3 clusters Score -40728.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40734.218750 Penalty: 1930.555664
	Iteration 15Q: 3 clusters Score -40734.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40739.714844 Penalty: 1930.555664
	Iteration 16Q: 3 clusters Score -40739.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40743.105469 Penalty: 1930.555664
	Iteration 17Q: 3 clusters Score -40743.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40743.105469 Penalty: 1930.555664
	Iteration 18F: 3 clusters Score -40743.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Entering Unmasked Estep 
Score: -13076422.000000 Penalty: 1873.838623
	Iteration 0F: 2 clusters Score -1.307642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -13009694.000000 Penalty: 3747.677246
	Iteration 0F: 3 clusters Score -1.300969e+07 nChanged 48864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -13038592.000000 Penalty: 3747.677246
	Iteration 1F: 3 clusters Score -1.303859e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -13039121.000000 Penalty: 3747.677246
	Iteration 2Q: 3 clusters Score -1.303912e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -13039941.000000 Penalty: 3747.677246
	Iteration 3Q: 3 clusters Score -1.303994e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -13041295.000000 Penalty: 3747.677246
	Iteration 4Q: 3 clusters Score -1.30413e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -13043680.000000 Penalty: 3747.677246
	Iteration 5Q: 3 clusters Score -1.304368e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -13047482.000000 Penalty: 3747.677246
	Iteration 6F: 3 clusters Score -1.304748e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -13053099.000000 Penalty: 3747.677246
	Iteration 7F: 3 clusters Score -1.30531e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -13059753.000000 Penalty: 3747.677246
	Iteration 8F: 3 clusters Score -1.305975e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -13065942.000000 Penalty: 3747.677246
	Iteration 9F: 3 clusters Score -1.306594e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -13070261.000000 Penalty: 3747.677246
	Iteration 10Q: 3 clusters Score -1.307026e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -13072547.000000 Penalty: 3747.677246
	Iteration 11Q: 3 clusters Score -1.307255e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -13073683.000000 Penalty: 3747.677246
	Iteration 12Q: 3 clusters Score -1.307368e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100541 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -13074206.000000 Penalty: 3747.677246
	Iteration 13Q: 3 clusters Score -1.307421e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13074506.000000 Penalty: 3747.677246
	Iteration 14Q: 3 clusters Score -1.307451e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101130 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13074659.000000 Penalty: 3747.677246
	Iteration 15Q: 3 clusters Score -1.307466e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13074738.000000 Penalty: 3747.677246
	Iteration 16Q: 3 clusters Score -1.307474e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -13074790.000000 Penalty: 3747.677246
	Iteration 17Q: 3 clusters Score -1.307479e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -13074833.000000 Penalty: 3747.677246
	Iteration 18Q: 3 clusters Score -1.307483e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13074850.000000 Penalty: 3747.677246
	Iteration 19Q: 3 clusters Score -1.307485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13074863.000000 Penalty: 3747.677246
	Iteration 20F: 3 clusters Score -1.307486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101376 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -13074879.000000 Penalty: 3747.677246
	Iteration 21Q: 3 clusters Score -1.307488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101386 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13074902.000000 Penalty: 3747.677246
	Iteration 22Q: 3 clusters Score -1.30749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101395 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -13074912.000000 Penalty: 3747.677246
	Iteration 23Q: 3 clusters Score -1.307491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101411 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -13074922.000000 Penalty: 3747.677246
	Iteration 24Q: 3 clusters Score -1.307492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101416 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -13074935.000000 Penalty: 3747.677246
	Iteration 25Q: 3 clusters Score -1.307494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -13074942.000000 Penalty: 3747.677246
	Iteration 26Q: 3 clusters Score -1.307494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101429 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -13074961.000000 Penalty: 3747.677246
	Iteration 27Q: 3 clusters Score -1.307496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -13074964.000000 Penalty: 3747.677246
	Iteration 28Q: 3 clusters Score -1.307496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13074977.000000 Penalty: 3747.677246
	Iteration 29Q: 3 clusters Score -1.307498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13074984.000000 Penalty: 3747.677246
	Iteration 30Q: 3 clusters Score -1.307498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -13074984.000000 Penalty: 3747.677246
	Iteration 31Q: 3 clusters Score -1.307498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101444 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -13074982.000000 Penalty: 3747.677246
	Iteration 32Q: 3 clusters Score -1.307498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13074983.000000 Penalty: 3747.677246
	Iteration 33Q: 3 clusters Score -1.307498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13074983.000000 Penalty: 3747.677246
	Iteration 34F: 3 clusters Score -1.307498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -388143.062500 Penalty: 1312.383179
	Iteration 0F: 2 clusters Score -388143.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -385305.968750 Penalty: 2624.766357
	Iteration 0F: 3 clusters Score -385306 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -386012.000000 Penalty: 2624.766357
	Iteration 1F: 3 clusters Score -386012 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -386099.906250 Penalty: 2624.766357
	Iteration 2F: 3 clusters Score -386099.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -386160.750000 Penalty: 2624.766357
	Iteration 3Q: 3 clusters Score -386160.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -386219.031250 Penalty: 2624.766357
	Iteration 4Q: 3 clusters Score -386219 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -386265.718750 Penalty: 2624.766357
	Iteration 5Q: 3 clusters Score -386265.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -386298.812500 Penalty: 2624.766357
	Iteration 6Q: 3 clusters Score -386298.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -386326.812500 Penalty: 2624.766357
	Iteration 7Q: 3 clusters Score -386326.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -386355.531250 Penalty: 2624.766357
	Iteration 8Q: 3 clusters Score -386355.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -386382.125000 Penalty: 2624.766357
	Iteration 9Q: 3 clusters Score -386382.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -386410.500000 Penalty: 2624.766357
	Iteration 10Q: 3 clusters Score -386410.5 nChanged 48
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: -386430.593750 Penalty: 2624.766357
	Iteration 11Q: 3 clusters Score -386430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -386444.718750 Penalty: 2624.766357
	Iteration 12Q: 3 clusters Score -386444.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -386455.812500 Penalty: 2624.766357
	Iteration 13Q: 3 clusters Score -386455.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -386465.187500 Penalty: 2624.766357
	Iteration 14Q: 3 clusters Score -386465.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -386474.218750 Penalty: 2624.766357
	Iteration 15Q: 3 clusters Score -386474.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -386484.187500 Penalty: 2624.766357
	Iteration 16Q: 3 clusters Score -386484.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -386493.125000 Penalty: 2624.766357
	Iteration 17Q: 3 clusters Score -386493.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -386498.906250 Penalty: 2624.766357
	Iteration 18Q: 3 clusters Score -386498.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -386504.406250 Penalty: 2624.766357
	Iteration 19Q: 3 clusters Score -386504.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -386508.281250 Penalty: 2624.766357
	Iteration 20F: 3 clusters Score -386508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -386511.031250 Penalty: 2624.766357
	Iteration 21Q: 3 clusters Score -386511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -386512.437500 Penalty: 2624.766357
	Iteration 22Q: 3 clusters Score -386512.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -386517.000000 Penalty: 2624.766357
	Iteration 23Q: 3 clusters Score -386517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -386523.281250 Penalty: 2624.766357
	Iteration 24Q: 3 clusters Score -386523.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -386528.187500 Penalty: 2624.766357
	Iteration 25Q: 3 clusters Score -386528.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -386532.812500 Penalty: 2624.766357
	Iteration 26Q: 3 clusters Score -386532.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -386535.843750 Penalty: 2624.766357
	Iteration 27Q: 3 clusters Score -386535.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -386540.062500 Penalty: 2624.766357
	Iteration 28Q: 3 clusters Score -386540.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -386541.937500 Penalty: 2624.766357
	Iteration 29Q: 3 clusters Score -386541.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -386546.343750 Penalty: 2624.766357
	Iteration 30Q: 3 clusters Score -386546.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -386550.750000 Penalty: 2624.766357
	Iteration 31Q: 3 clusters Score -386550.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -386555.406250 Penalty: 2624.766357
	Iteration 32Q: 3 clusters Score -386555.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -386561.218750 Penalty: 2624.766357
	Iteration 33Q: 3 clusters Score -386561.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -386566.625000 Penalty: 2624.766357
	Iteration 34Q: 3 clusters Score -386566.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -386569.281250 Penalty: 2624.766357
	Iteration 35Q: 3 clusters Score -386569.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -386571.687500 Penalty: 2624.766357
	Iteration 36Q: 3 clusters Score -386571.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -386578.250000 Penalty: 2624.766357
	Iteration 37Q: 3 clusters Score -386578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -386587.781250 Penalty: 2624.766357
	Iteration 38Q: 3 clusters Score -386587.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -386599.281250 Penalty: 2624.766357
	Iteration 39Q: 3 clusters Score -386599.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -386610.593750 Penalty: 2624.766357
	Iteration 40F: 3 clusters Score -386610.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -386617.937500 Penalty: 2624.766357
	Iteration 41Q: 3 clusters Score -386617.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -386626.437500 Penalty: 2624.766357
	Iteration 42Q: 3 clusters Score -386626.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -386633.125000 Penalty: 2624.766357
	Iteration 43Q: 3 clusters Score -386633.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -386638.937500 Penalty: 2624.766357
	Iteration 44Q: 3 clusters Score -386638.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -386646.281250 Penalty: 2624.766357
	Iteration 45Q: 3 clusters Score -386646.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -386653.406250 Penalty: 2624.766357
	Iteration 46Q: 3 clusters Score -386653.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -386665.812500 Penalty: 2624.766357
	Iteration 47Q: 3 clusters Score -386665.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -386678.531250 Penalty: 2624.766357
	Iteration 48Q: 3 clusters Score -386678.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -386692.781250 Penalty: 2624.766357
	Iteration 49Q: 3 clusters Score -386692.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -386705.906250 Penalty: 2624.766357
	Iteration 50Q: 3 clusters Score -386705.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -386712.625000 Penalty: 2624.766357
	Iteration 51Q: 3 clusters Score -386712.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -386723.000000 Penalty: 2624.766357
	Iteration 52Q: 3 clusters Score -386723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -386736.625000 Penalty: 2624.766357
	Iteration 53Q: 3 clusters Score -386736.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -386749.125000 Penalty: 2624.766357
	Iteration 54Q: 3 clusters Score -386749.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -386756.437500 Penalty: 2624.766357
	Iteration 55Q: 3 clusters Score -386756.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -386761.218750 Penalty: 2624.766357
	Iteration 56Q: 3 clusters Score -386761.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -386765.187500 Penalty: 2624.766357
	Iteration 57Q: 3 clusters Score -386765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -386768.593750 Penalty: 2624.766357
	Iteration 58Q: 3 clusters Score -386768.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -386773.750000 Penalty: 2624.766357
	Iteration 59Q: 3 clusters Score -386773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -386778.687500 Penalty: 2624.766357
	Iteration 60F: 3 clusters Score -386778.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -386784.531250 Penalty: 2624.766357
	Iteration 61Q: 3 clusters Score -386784.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -386789.718750 Penalty: 2624.766357
	Iteration 62Q: 3 clusters Score -386789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -386793.500000 Penalty: 2624.766357
	Iteration 63Q: 3 clusters Score -386793.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -386798.125000 Penalty: 2624.766357
	Iteration 64Q: 3 clusters Score -386798.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -386805.937500 Penalty: 2624.766357
	Iteration 65Q: 3 clusters Score -386805.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -386817.156250 Penalty: 2624.766357
	Iteration 66Q: 3 clusters Score -386817.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -386829.062500 Penalty: 2624.766357
	Iteration 67Q: 3 clusters Score -386829.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -386837.500000 Penalty: 2624.766357
	Iteration 68Q: 3 clusters Score -386837.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -386843.593750 Penalty: 2624.766357
	Iteration 69Q: 3 clusters Score -386843.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -386853.437500 Penalty: 2624.766357
	Iteration 70Q: 3 clusters Score -386853.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -386866.562500 Penalty: 2624.766357
	Iteration 71Q: 3 clusters Score -386866.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -386878.093750 Penalty: 2624.766357
	Iteration 72Q: 3 clusters Score -386878.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -386890.250000 Penalty: 2624.766357
	Iteration 73Q: 3 clusters Score -386890.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -386903.062500 Penalty: 2624.766357
	Iteration 74Q: 3 clusters Score -386903.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -386914.906250 Penalty: 2624.766357
	Iteration 75Q: 3 clusters Score -386914.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -386924.062500 Penalty: 2624.766357
	Iteration 76Q: 3 clusters Score -386924.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -386931.468750 Penalty: 2624.766357
	Iteration 77Q: 3 clusters Score -386931.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -386941.875000 Penalty: 2624.766357
	Iteration 78Q: 3 clusters Score -386941.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -386948.906250 Penalty: 2624.766357
	Iteration 79Q: 3 clusters Score -386948.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -386960.468750 Penalty: 2624.766357
	Iteration 80F: 3 clusters Score -386960.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -386969.843750 Penalty: 2624.766357
	Iteration 81Q: 3 clusters Score -386969.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -386975.187500 Penalty: 2624.766357
	Iteration 82Q: 3 clusters Score -386975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -386980.625000 Penalty: 2624.766357
	Iteration 83Q: 3 clusters Score -386980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -386980.687500 Penalty: 2624.766357
	Iteration 84Q: 3 clusters Score -386980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -386980.687500 Penalty: 2624.766357
	Iteration 85F: 3 clusters Score -386980.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -17143.117188 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -17143.12 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 179 members 
Entering Unmasked Estep 
Score: -16513.089844 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -16513.09 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16994.177734 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -16994.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17178.052734 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -17178.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17297.986328 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -17297.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17383.107422 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -17383.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17435.822266 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -17435.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17441.035156 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -17441.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17443.460938 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -17443.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17445.791016 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -17445.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17457.511719 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -17457.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17457.910156 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -17457.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17457.910156 Penalty: 1905.680176
	Iteration 11F: 3 clusters Score -17457.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 72766 members 
Mstep: Class 3 contains 99927 members 
Mstep: Class 4 contains 50770 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16084 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90245 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 18403 members 
Mstep: Class 13 contains 80271 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101856 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 172 members 
Entering Unmasked Estep 
Score: -69526008.000000 Penalty: 36521.828125
Splitting cluster 18 changes total score from -69526912.000000 to -69526008.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 72766 members 
Mstep: Class 3 contains 99927 members 
Mstep: Class 4 contains 50770 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16084 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90245 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18403 members 
Mstep: Class 13 contains 80271 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101856 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526912.000000 Penalty: 34373.484375
Iteration 119Q: 17 clusters Score -6.952691e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 72747 members 
Mstep: Class 3 contains 99934 members 
Mstep: Class 4 contains 50763 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16086 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90256 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 18409 members 
Mstep: Class 13 contains 80270 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101857 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527032.000000 Penalty: 34373.484375
Iteration 120F: 17 clusters Score -6.952703e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 72729 members 
Mstep: Class 3 contains 99946 members 
Mstep: Class 4 contains 50762 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16091 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90265 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 80261 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101854 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527024.000000 Penalty: 34373.484375
Iteration 121Q: 17 clusters Score -6.952702e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72709 members 
Mstep: Class 3 contains 99955 members 
Mstep: Class 4 contains 50760 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 16094 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90272 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 80252 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101861 members 
Mstep: Class 16 contains 3218 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526976.000000 Penalty: 34373.484375
Iteration 122Q: 17 clusters Score -6.952698e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72701 members 
Mstep: Class 3 contains 99941 members 
Mstep: Class 4 contains 50755 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16097 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90278 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18421 members 
Mstep: Class 13 contains 80250 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101875 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 18 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526968.000000 Penalty: 34373.484375
Iteration 123Q: 17 clusters Score -6.952697e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72690 members 
Mstep: Class 3 contains 99924 members 
Mstep: Class 4 contains 50753 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16097 members 
Mstep: Class 8 contains 11509 members 
Mstep: Class 9 contains 90294 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18425 members 
Mstep: Class 13 contains 80254 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101879 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527000.000000 Penalty: 34373.484375
Iteration 124Q: 17 clusters Score -6.9527e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72678 members 
Mstep: Class 3 contains 99910 members 
Mstep: Class 4 contains 50753 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16098 members 
Mstep: Class 8 contains 11509 members 
Mstep: Class 9 contains 90309 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18430 members 
Mstep: Class 13 contains 80253 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101884 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526960.000000 Penalty: 34373.484375
Iteration 125Q: 17 clusters Score -6.952696e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72664 members 
Mstep: Class 3 contains 99899 members 
Mstep: Class 4 contains 50749 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16101 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90325 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18436 members 
Mstep: Class 13 contains 80253 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101889 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526976.000000 Penalty: 34373.484375
Iteration 126Q: 17 clusters Score -6.952698e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72657 members 
Mstep: Class 3 contains 99891 members 
Mstep: Class 4 contains 50747 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16102 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90336 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18442 members 
Mstep: Class 13 contains 80253 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101888 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526928.000000 Penalty: 34373.484375
Iteration 127Q: 17 clusters Score -6.952693e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72650 members 
Mstep: Class 3 contains 99886 members 
Mstep: Class 4 contains 50742 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16102 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90345 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18449 members 
Mstep: Class 13 contains 80253 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101888 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526944.000000 Penalty: 34373.484375
Iteration 128Q: 17 clusters Score -6.952694e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72640 members 
Mstep: Class 3 contains 99883 members 
Mstep: Class 4 contains 50733 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16102 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90356 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18457 members 
Mstep: Class 13 contains 80249 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101895 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526960.000000 Penalty: 34373.484375
Iteration 129Q: 17 clusters Score -6.952696e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72631 members 
Mstep: Class 3 contains 99870 members 
Mstep: Class 4 contains 50726 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16105 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 90364 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18461 members 
Mstep: Class 13 contains 80251 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101908 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526920.000000 Penalty: 34373.484375
Iteration 130Q: 17 clusters Score -6.952692e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72622 members 
Mstep: Class 3 contains 99868 members 
Mstep: Class 4 contains 50720 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16109 members 
Mstep: Class 8 contains 11507 members 
Mstep: Class 9 contains 90375 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18467 members 
Mstep: Class 13 contains 80255 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101901 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526864.000000 Penalty: 34373.484375
Iteration 131Q: 17 clusters Score -6.952686e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72612 members 
Mstep: Class 3 contains 99863 members 
Mstep: Class 4 contains 50715 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16113 members 
Mstep: Class 8 contains 11507 members 
Mstep: Class 9 contains 90390 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18469 members 
Mstep: Class 13 contains 80261 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101895 members 
Mstep: Class 16 contains 3218 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526816.000000 Penalty: 34373.484375
Iteration 132Q: 17 clusters Score -6.952682e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72603 members 
Mstep: Class 3 contains 99854 members 
Mstep: Class 4 contains 50711 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16116 members 
Mstep: Class 8 contains 11505 members 
Mstep: Class 9 contains 90404 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18474 members 
Mstep: Class 13 contains 80270 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101890 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526872.000000 Penalty: 34373.484375
Iteration 133Q: 17 clusters Score -6.952687e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72598 members 
Mstep: Class 3 contains 99850 members 
Mstep: Class 4 contains 50706 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 11506 members 
Mstep: Class 9 contains 90419 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18474 members 
Mstep: Class 13 contains 80272 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101888 members 
Mstep: Class 16 contains 3216 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526896.000000 Penalty: 34373.484375
Iteration 134Q: 17 clusters Score -6.95269e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72589 members 
Mstep: Class 3 contains 99861 members 
Mstep: Class 4 contains 50701 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16112 members 
Mstep: Class 8 contains 11504 members 
Mstep: Class 9 contains 90424 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18474 members 
Mstep: Class 13 contains 80277 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101886 members 
Mstep: Class 16 contains 3216 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526832.000000 Penalty: 34373.484375
Iteration 135Q: 17 clusters Score -6.952683e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72581 members 
Mstep: Class 3 contains 99876 members 
Mstep: Class 4 contains 50700 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 16112 members 
Mstep: Class 8 contains 11505 members 
Mstep: Class 9 contains 90429 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18474 members 
Mstep: Class 13 contains 80278 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101873 members 
Mstep: Class 16 contains 3216 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526784.000000 Penalty: 34373.484375
Iteration 136Q: 17 clusters Score -6.952678e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72576 members 
Mstep: Class 3 contains 99874 members 
Mstep: Class 4 contains 50700 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16113 members 
Mstep: Class 8 contains 11504 members 
Mstep: Class 9 contains 90429 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18473 members 
Mstep: Class 13 contains 80282 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101876 members 
Mstep: Class 16 contains 3215 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526784.000000 Penalty: 34373.484375
Iteration 137Q: 17 clusters Score -6.952678e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72572 members 
Mstep: Class 3 contains 99881 members 
Mstep: Class 4 contains 50698 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16116 members 
Mstep: Class 8 contains 11503 members 
Mstep: Class 9 contains 90437 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18473 members 
Mstep: Class 13 contains 80282 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101865 members 
Mstep: Class 16 contains 3215 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526752.000000 Penalty: 34373.484375
Iteration 138Q: 17 clusters Score -6.952675e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72567 members 
Mstep: Class 3 contains 99885 members 
Mstep: Class 4 contains 50696 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16121 members 
Mstep: Class 8 contains 11502 members 
Mstep: Class 9 contains 90442 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18473 members 
Mstep: Class 13 contains 80283 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101858 members 
Mstep: Class 16 contains 3215 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526784.000000 Penalty: 34373.484375
Iteration 139Q: 17 clusters Score -6.952678e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72558 members 
Mstep: Class 3 contains 99886 members 
Mstep: Class 4 contains 50693 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16125 members 
Mstep: Class 8 contains 11499 members 
Mstep: Class 9 contains 90448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18474 members 
Mstep: Class 13 contains 80285 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101859 members 
Mstep: Class 16 contains 3215 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526736.000000 Penalty: 34373.484375
Iteration 140F: 17 clusters Score -6.952674e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72549 members 
Mstep: Class 3 contains 99885 members 
Mstep: Class 4 contains 50690 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 8 contains 11496 members 
Mstep: Class 9 contains 90456 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18475 members 
Mstep: Class 13 contains 80286 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101862 members 
Mstep: Class 16 contains 3214 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526688.000000 Penalty: 34373.484375
Iteration 141Q: 17 clusters Score -6.952669e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72540 members 
Mstep: Class 3 contains 99894 members 
Mstep: Class 4 contains 50688 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16133 members 
Mstep: Class 8 contains 11495 members 
Mstep: Class 9 contains 90462 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18478 members 
Mstep: Class 13 contains 80281 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101859 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526736.000000 Penalty: 34373.484375
Iteration 142Q: 17 clusters Score -6.952674e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 72531 members 
Mstep: Class 3 contains 99898 members 
Mstep: Class 4 contains 50688 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16136 members 
Mstep: Class 8 contains 11494 members 
Mstep: Class 9 contains 90468 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18481 members 
Mstep: Class 13 contains 80279 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101855 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526784.000000 Penalty: 34373.484375
Iteration 143Q: 17 clusters Score -6.952678e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72523 members 
Mstep: Class 3 contains 99908 members 
Mstep: Class 4 contains 50685 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16140 members 
Mstep: Class 8 contains 11494 members 
Mstep: Class 9 contains 90471 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18482 members 
Mstep: Class 13 contains 80280 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101848 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526832.000000 Penalty: 34373.484375
Iteration 144Q: 17 clusters Score -6.952683e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72514 members 
Mstep: Class 3 contains 99917 members 
Mstep: Class 4 contains 50684 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16140 members 
Mstep: Class 8 contains 11494 members 
Mstep: Class 9 contains 90475 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18482 members 
Mstep: Class 13 contains 80279 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101847 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526856.000000 Penalty: 34373.484375
Iteration 145Q: 17 clusters Score -6.952686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72509 members 
Mstep: Class 3 contains 99919 members 
Mstep: Class 4 contains 50683 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16141 members 
Mstep: Class 8 contains 11494 members 
Mstep: Class 9 contains 90479 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18484 members 
Mstep: Class 13 contains 80277 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101846 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526904.000000 Penalty: 34373.484375
Iteration 146Q: 17 clusters Score -6.95269e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72505 members 
Mstep: Class 3 contains 99913 members 
Mstep: Class 4 contains 50682 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11493 members 
Mstep: Class 9 contains 90487 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18487 members 
Mstep: Class 13 contains 80277 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101846 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526896.000000 Penalty: 34373.484375
Iteration 147Q: 17 clusters Score -6.95269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72502 members 
Mstep: Class 3 contains 99911 members 
Mstep: Class 4 contains 50682 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11493 members 
Mstep: Class 9 contains 90489 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18489 members 
Mstep: Class 13 contains 80275 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101849 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526856.000000 Penalty: 34373.484375
Iteration 148Q: 17 clusters Score -6.952686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72499 members 
Mstep: Class 3 contains 99906 members 
Mstep: Class 4 contains 50682 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11493 members 
Mstep: Class 9 contains 90492 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18493 members 
Mstep: Class 13 contains 80271 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101854 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526856.000000 Penalty: 34373.484375
Iteration 149Q: 17 clusters Score -6.952686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72495 members 
Mstep: Class 3 contains 99904 members 
Mstep: Class 4 contains 50682 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11493 members 
Mstep: Class 9 contains 90496 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18495 members 
Mstep: Class 13 contains 80267 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101858 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526864.000000 Penalty: 34373.484375
Iteration 150Q: 17 clusters Score -6.952686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72492 members 
Mstep: Class 3 contains 99901 members 
Mstep: Class 4 contains 50681 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16141 members 
Mstep: Class 8 contains 11493 members 
Mstep: Class 9 contains 90502 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18497 members 
Mstep: Class 13 contains 80266 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101859 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526824.000000 Penalty: 34373.484375
Iteration 151Q: 17 clusters Score -6.952682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72490 members 
Mstep: Class 3 contains 99902 members 
Mstep: Class 4 contains 50680 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11492 members 
Mstep: Class 9 contains 90507 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18499 members 
Mstep: Class 13 contains 80262 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101858 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526776.000000 Penalty: 34373.484375
Iteration 152Q: 17 clusters Score -6.952678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72488 members 
Mstep: Class 3 contains 99901 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11491 members 
Mstep: Class 9 contains 90512 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18501 members 
Mstep: Class 13 contains 80260 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101858 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526768.000000 Penalty: 34373.484375
Iteration 153Q: 17 clusters Score -6.952677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72484 members 
Mstep: Class 3 contains 99901 members 
Mstep: Class 4 contains 50680 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16141 members 
Mstep: Class 8 contains 11488 members 
Mstep: Class 9 contains 90512 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18502 members 
Mstep: Class 13 contains 80262 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101861 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526728.000000 Penalty: 34373.484375
Iteration 154Q: 17 clusters Score -6.952673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72481 members 
Mstep: Class 3 contains 99898 members 
Mstep: Class 4 contains 50680 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 11488 members 
Mstep: Class 9 contains 90512 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18504 members 
Mstep: Class 13 contains 80260 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101868 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526752.000000 Penalty: 34373.484375
Iteration 155Q: 17 clusters Score -6.952675e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72475 members 
Mstep: Class 3 contains 99898 members 
Mstep: Class 4 contains 50680 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16138 members 
Mstep: Class 8 contains 11488 members 
Mstep: Class 9 contains 90515 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18508 members 
Mstep: Class 13 contains 80260 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101867 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526760.000000 Penalty: 34373.484375
Iteration 156Q: 17 clusters Score -6.952676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72470 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50680 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16138 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 90515 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18512 members 
Mstep: Class 13 contains 80259 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101868 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526728.000000 Penalty: 34373.484375
Iteration 157Q: 17 clusters Score -6.952673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72464 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 90522 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18516 members 
Mstep: Class 13 contains 80257 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101866 members 
Mstep: Class 16 contains 3211 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526736.000000 Penalty: 34373.484375
Iteration 158Q: 17 clusters Score -6.952674e+07 nChanged 20
Entering ConstructFrom: 
Score: -69526736.000000 Penalty: 34373.484375
Entering ConstructFrom: 
Trying to split cluster 1 (4106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Entering Unmasked Estep 
Score: -510119.468750 Penalty: 1352.033325
	Iteration 0F: 2 clusters Score -510119.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -506699.750000 Penalty: 2704.066650
	Iteration 0F: 3 clusters Score -506699.8 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -507566.218750 Penalty: 2704.066650
	Iteration 1F: 3 clusters Score -507566.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -507702.625000 Penalty: 2704.066650
	Iteration 2F: 3 clusters Score -507702.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -507806.718750 Penalty: 2704.066650
	Iteration 3Q: 3 clusters Score -507806.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -507881.656250 Penalty: 2704.066650
	Iteration 4Q: 3 clusters Score -507881.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -507936.656250 Penalty: 2704.066650
	Iteration 5Q: 3 clusters Score -507936.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -507978.406250 Penalty: 2704.066650
	Iteration 6Q: 3 clusters Score -507978.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -508008.687500 Penalty: 2704.066650
	Iteration 7Q: 3 clusters Score -508008.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -508032.781250 Penalty: 2704.066650
	Iteration 8Q: 3 clusters Score -508032.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -508058.625000 Penalty: 2704.066650
	Iteration 9Q: 3 clusters Score -508058.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -508082.781250 Penalty: 2704.066650
	Iteration 10Q: 3 clusters Score -508082.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -508103.531250 Penalty: 2704.066650
	Iteration 11Q: 3 clusters Score -508103.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -508122.781250 Penalty: 2704.066650
	Iteration 12Q: 3 clusters Score -508122.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -508140.437500 Penalty: 2704.066650
	Iteration 13Q: 3 clusters Score -508140.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -508159.343750 Penalty: 2704.066650
	Iteration 14Q: 3 clusters Score -508159.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -508181.187500 Penalty: 2704.066650
	Iteration 15Q: 3 clusters Score -508181.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -508206.343750 Penalty: 2704.066650
	Iteration 16Q: 3 clusters Score -508206.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -508233.218750 Penalty: 2704.066650
	Iteration 17Q: 3 clusters Score -508233.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -508266.250000 Penalty: 2704.066650
	Iteration 18Q: 3 clusters Score -508266.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -508300.062500 Penalty: 2704.066650
	Iteration 19Q: 3 clusters Score -508300.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -508336.343750 Penalty: 2704.066650
	Iteration 20F: 3 clusters Score -508336.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -508378.906250 Penalty: 2704.066650
	Iteration 21Q: 3 clusters Score -508378.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -508427.312500 Penalty: 2704.066650
	Iteration 22Q: 3 clusters Score -508427.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -508473.406250 Penalty: 2704.066650
	Iteration 23Q: 3 clusters Score -508473.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -508514.562500 Penalty: 2704.066650
	Iteration 24Q: 3 clusters Score -508514.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -508546.125000 Penalty: 2704.066650
	Iteration 25Q: 3 clusters Score -508546.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -508589.562500 Penalty: 2704.066650
	Iteration 26Q: 3 clusters Score -508589.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -508631.718750 Penalty: 2704.066650
	Iteration 27Q: 3 clusters Score -508631.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -508658.500000 Penalty: 2704.066650
	Iteration 28Q: 3 clusters Score -508658.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -508688.562500 Penalty: 2704.066650
	Iteration 29Q: 3 clusters Score -508688.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -508721.250000 Penalty: 2704.066650
	Iteration 30Q: 3 clusters Score -508721.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -508747.906250 Penalty: 2704.066650
	Iteration 31Q: 3 clusters Score -508747.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -508775.218750 Penalty: 2704.066650
	Iteration 32Q: 3 clusters Score -508775.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -508802.000000 Penalty: 2704.066650
	Iteration 33Q: 3 clusters Score -508802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -508823.406250 Penalty: 2704.066650
	Iteration 34Q: 3 clusters Score -508823.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -508841.656250 Penalty: 2704.066650
	Iteration 35Q: 3 clusters Score -508841.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -508847.687500 Penalty: 2704.066650
	Iteration 36Q: 3 clusters Score -508847.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -508856.062500 Penalty: 2704.066650
	Iteration 37Q: 3 clusters Score -508856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -508861.281250 Penalty: 2704.066650
	Iteration 38Q: 3 clusters Score -508861.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -508868.781250 Penalty: 2704.066650
	Iteration 39Q: 3 clusters Score -508868.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -508876.312500 Penalty: 2704.066650
	Iteration 40F: 3 clusters Score -508876.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -508879.968750 Penalty: 2704.066650
	Iteration 41Q: 3 clusters Score -508880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -508884.468750 Penalty: 2704.066650
	Iteration 42Q: 3 clusters Score -508884.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -508890.000000 Penalty: 2704.066650
	Iteration 43Q: 3 clusters Score -508890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -508893.656250 Penalty: 2704.066650
	Iteration 44Q: 3 clusters Score -508893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -508895.125000 Penalty: 2704.066650
	Iteration 45Q: 3 clusters Score -508895.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -508898.656250 Penalty: 2704.066650
	Iteration 46Q: 3 clusters Score -508898.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -508901.687500 Penalty: 2704.066650
	Iteration 47Q: 3 clusters Score -508901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -508904.281250 Penalty: 2704.066650
	Iteration 48Q: 3 clusters Score -508904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -508904.906250 Penalty: 2704.066650
	Iteration 49Q: 3 clusters Score -508904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -508904.718750 Penalty: 2704.066650
	Iteration 50Q: 3 clusters Score -508904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -508905.468750 Penalty: 2704.066650
	Iteration 51Q: 3 clusters Score -508905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -508905.468750 Penalty: 2704.066650
	Iteration 52F: 3 clusters Score -508905.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Entering Unmasked Estep 
Score: -9349096.000000 Penalty: 1818.492065
	Iteration 0F: 2 clusters Score -9349096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -9301150.000000 Penalty: 3636.984131
	Iteration 0F: 3 clusters Score -9301150 nChanged 34410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -9321174.000000 Penalty: 3636.984131
	Iteration 1F: 3 clusters Score -9321174 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -9321889.000000 Penalty: 3636.984131
	Iteration 2Q: 3 clusters Score -9321889 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -9322895.000000 Penalty: 3636.984131
	Iteration 3Q: 3 clusters Score -9322895 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -9324383.000000 Penalty: 3636.984131
	Iteration 4Q: 3 clusters Score -9324383 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -9326657.000000 Penalty: 3636.984131
	Iteration 5F: 3 clusters Score -9326657 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -9329874.000000 Penalty: 3636.984131
	Iteration 6F: 3 clusters Score -9329874 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -9334071.000000 Penalty: 3636.984131
	Iteration 7F: 3 clusters Score -9334071 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -9337530.000000 Penalty: 3636.984131
	Iteration 8F: 3 clusters Score -9337530 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -9339276.000000 Penalty: 3636.984131
	Iteration 9Q: 3 clusters Score -9339276 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -9339916.000000 Penalty: 3636.984131
	Iteration 10Q: 3 clusters Score -9339916 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -9340321.000000 Penalty: 3636.984131
	Iteration 11Q: 3 clusters Score -9340321 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -9340654.000000 Penalty: 3636.984131
	Iteration 12Q: 3 clusters Score -9340654 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -9341051.000000 Penalty: 3636.984131
	Iteration 13Q: 3 clusters Score -9341051 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -9341369.000000 Penalty: 3636.984131
	Iteration 14Q: 3 clusters Score -9341369 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -9341680.000000 Penalty: 3636.984131
	Iteration 15Q: 3 clusters Score -9341680 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -9342027.000000 Penalty: 3636.984131
	Iteration 16Q: 3 clusters Score -9342027 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -9342337.000000 Penalty: 3636.984131
	Iteration 17Q: 3 clusters Score -9342337 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -9342640.000000 Penalty: 3636.984131
	Iteration 18Q: 3 clusters Score -9342640 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -9342988.000000 Penalty: 3636.984131
	Iteration 19Q: 3 clusters Score -9342988 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -9343394.000000 Penalty: 3636.984131
	Iteration 20F: 3 clusters Score -9343394 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -9343819.000000 Penalty: 3636.984131
	Iteration 21Q: 3 clusters Score -9343819 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -9344232.000000 Penalty: 3636.984131
	Iteration 22Q: 3 clusters Score -9344232 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -9344689.000000 Penalty: 3636.984131
	Iteration 23Q: 3 clusters Score -9344689 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -9345143.000000 Penalty: 3636.984131
	Iteration 24Q: 3 clusters Score -9345143 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -9345583.000000 Penalty: 3636.984131
	Iteration 25Q: 3 clusters Score -9345583 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -9345945.000000 Penalty: 3636.984131
	Iteration 26Q: 3 clusters Score -9345945 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -9346309.000000 Penalty: 3636.984131
	Iteration 27Q: 3 clusters Score -9346309 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -9346609.000000 Penalty: 3636.984131
	Iteration 28Q: 3 clusters Score -9346609 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -9346826.000000 Penalty: 3636.984131
	Iteration 29Q: 3 clusters Score -9346826 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -9347075.000000 Penalty: 3636.984131
	Iteration 30Q: 3 clusters Score -9347075 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -9347194.000000 Penalty: 3636.984131
	Iteration 31Q: 3 clusters Score -9347194 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 70773 members 
Entering Unmasked Estep 
Score: -9347331.000000 Penalty: 3636.984131
	Iteration 32Q: 3 clusters Score -9347331 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -9347402.000000 Penalty: 3636.984131
	Iteration 33Q: 3 clusters Score -9347402 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -9347473.000000 Penalty: 3636.984131
	Iteration 34Q: 3 clusters Score -9347473 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -9347528.000000 Penalty: 3636.984131
	Iteration 35Q: 3 clusters Score -9347528 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -9347554.000000 Penalty: 3636.984131
	Iteration 36Q: 3 clusters Score -9347554 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -9347591.000000 Penalty: 3636.984131
	Iteration 37Q: 3 clusters Score -9347591 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -9347615.000000 Penalty: 3636.984131
	Iteration 38Q: 3 clusters Score -9347615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -9347644.000000 Penalty: 3636.984131
	Iteration 39Q: 3 clusters Score -9347644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -9347676.000000 Penalty: 3636.984131
	Iteration 40F: 3 clusters Score -9347676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -9347709.000000 Penalty: 3636.984131
	Iteration 41Q: 3 clusters Score -9347709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -9347704.000000 Penalty: 3636.984131
	Iteration 42Q: 3 clusters Score -9347704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -9347713.000000 Penalty: 3636.984131
	Iteration 43Q: 3 clusters Score -9347713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -9347721.000000 Penalty: 3636.984131
	Iteration 44Q: 3 clusters Score -9347721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -9347726.000000 Penalty: 3636.984131
	Iteration 45Q: 3 clusters Score -9347726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -9347737.000000 Penalty: 3636.984131
	Iteration 46Q: 3 clusters Score -9347737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -9347736.000000 Penalty: 3636.984131
	Iteration 47Q: 3 clusters Score -9347736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -9347743.000000 Penalty: 3636.984131
	Iteration 48Q: 3 clusters Score -9347743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -9347742.000000 Penalty: 3636.984131
	Iteration 49Q: 3 clusters Score -9347742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
Score: -9347742.000000 Penalty: 3636.984131
	Iteration 50Q: 3 clusters Score -9347742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -9347737.000000 Penalty: 3636.984131
	Iteration 51Q: 3 clusters Score -9347737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -9347737.000000 Penalty: 3636.984131
	Iteration 52F: 3 clusters Score -9347737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99898 members 
Entering Unmasked Estep 
Score: -12776941.000000 Penalty: 1870.684570
	Iteration 0F: 2 clusters Score -1.277694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -12712296.000000 Penalty: 3741.369141
	Iteration 0F: 3 clusters Score -1.27123e+07 nChanged 47581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -12740405.000000 Penalty: 3741.369141
	Iteration 1F: 3 clusters Score -1.27404e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -12742022.000000 Penalty: 3741.369141
	Iteration 2Q: 3 clusters Score -1.274202e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -12744563.000000 Penalty: 3741.369141
	Iteration 3F: 3 clusters Score -1.274456e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -12748942.000000 Penalty: 3741.369141
	Iteration 4F: 3 clusters Score -1.274894e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -12754983.000000 Penalty: 3741.369141
	Iteration 5F: 3 clusters Score -1.275498e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -12761391.000000 Penalty: 3741.369141
	Iteration 6F: 3 clusters Score -1.276139e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -12766132.000000 Penalty: 3741.369141
	Iteration 7F: 3 clusters Score -1.276613e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -12769083.000000 Penalty: 3741.369141
	Iteration 8Q: 3 clusters Score -1.276908e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -12770970.000000 Penalty: 3741.369141
	Iteration 9Q: 3 clusters Score -1.277097e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -12772143.000000 Penalty: 3741.369141
	Iteration 10Q: 3 clusters Score -1.277214e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -12773045.000000 Penalty: 3741.369141
	Iteration 11Q: 3 clusters Score -1.277304e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -12773779.000000 Penalty: 3741.369141
	Iteration 12Q: 3 clusters Score -1.277378e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -12774314.000000 Penalty: 3741.369141
	Iteration 13Q: 3 clusters Score -1.277431e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -12774849.000000 Penalty: 3741.369141
	Iteration 14Q: 3 clusters Score -1.277485e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12775239.000000 Penalty: 3741.369141
	Iteration 15Q: 3 clusters Score -1.277524e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97726 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -12775480.000000 Penalty: 3741.369141
	Iteration 16Q: 3 clusters Score -1.277548e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -12775589.000000 Penalty: 3741.369141
	Iteration 17Q: 3 clusters Score -1.277559e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12775710.000000 Penalty: 3741.369141
	Iteration 18Q: 3 clusters Score -1.277571e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -12775817.000000 Penalty: 3741.369141
	Iteration 19Q: 3 clusters Score -1.277582e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12775858.000000 Penalty: 3741.369141
	Iteration 20F: 3 clusters Score -1.277586e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12775888.000000 Penalty: 3741.369141
	Iteration 21Q: 3 clusters Score -1.277589e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -12775913.000000 Penalty: 3741.369141
	Iteration 22Q: 3 clusters Score -1.277591e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98451 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -12775937.000000 Penalty: 3741.369141
	Iteration 23Q: 3 clusters Score -1.277594e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12775937.000000 Penalty: 3741.369141
	Iteration 24Q: 3 clusters Score -1.277594e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98510 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -12775949.000000 Penalty: 3741.369141
	Iteration 25Q: 3 clusters Score -1.277595e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12775974.000000 Penalty: 3741.369141
	Iteration 26Q: 3 clusters Score -1.277597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12775983.000000 Penalty: 3741.369141
	Iteration 27Q: 3 clusters Score -1.277598e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -12775983.000000 Penalty: 3741.369141
	Iteration 28Q: 3 clusters Score -1.277598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -12775997.000000 Penalty: 3741.369141
	Iteration 29Q: 3 clusters Score -1.2776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98558 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12776009.000000 Penalty: 3741.369141
	Iteration 30Q: 3 clusters Score -1.277601e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12776024.000000 Penalty: 3741.369141
	Iteration 31Q: 3 clusters Score -1.277602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -12776033.000000 Penalty: 3741.369141
	Iteration 32Q: 3 clusters Score -1.277603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12776041.000000 Penalty: 3741.369141
	Iteration 33Q: 3 clusters Score -1.277604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12776040.000000 Penalty: 3741.369141
	Iteration 34Q: 3 clusters Score -1.277604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12776047.000000 Penalty: 3741.369141
	Iteration 35Q: 3 clusters Score -1.277605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12776045.000000 Penalty: 3741.369141
	Iteration 36Q: 3 clusters Score -1.277604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12776037.000000 Penalty: 3741.369141
	Iteration 37Q: 3 clusters Score -1.277604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98556 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12776042.000000 Penalty: 3741.369141
	Iteration 38Q: 3 clusters Score -1.277604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12776039.000000 Penalty: 3741.369141
	Iteration 39Q: 3 clusters Score -1.277604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12776043.000000 Penalty: 3741.369141
	Iteration 40F: 3 clusters Score -1.277604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12776050.000000 Penalty: 3741.369141
	Iteration 41Q: 3 clusters Score -1.277605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12776055.000000 Penalty: 3741.369141
	Iteration 42Q: 3 clusters Score -1.277606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98556 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12776060.000000 Penalty: 3741.369141
	Iteration 43Q: 3 clusters Score -1.277606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12776052.000000 Penalty: 3741.369141
	Iteration 44Q: 3 clusters Score -1.277605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12776048.000000 Penalty: 3741.369141
	Iteration 45Q: 3 clusters Score -1.277605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12776047.000000 Penalty: 3741.369141
	Iteration 46Q: 3 clusters Score -1.277605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12776033.000000 Penalty: 3741.369141
	Iteration 47Q: 3 clusters Score -1.277603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12776052.000000 Penalty: 3741.369141
	Iteration 48Q: 3 clusters Score -1.277605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -12776052.000000 Penalty: 3741.369141
	Iteration 49Q: 3 clusters Score -1.277605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98564 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12776061.000000 Penalty: 3741.369141
	Iteration 50Q: 3 clusters Score -1.277606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12776056.000000 Penalty: 3741.369141
	Iteration 51Q: 3 clusters Score -1.277606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12776064.000000 Penalty: 3741.369141
	Iteration 52Q: 3 clusters Score -1.277606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98564 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12776070.000000 Penalty: 3741.369141
	Iteration 53Q: 3 clusters Score -1.277607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12776069.000000 Penalty: 3741.369141
	Iteration 54Q: 3 clusters Score -1.277607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12776075.000000 Penalty: 3741.369141
	Iteration 55Q: 3 clusters Score -1.277608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12776062.000000 Penalty: 3741.369141
	Iteration 56Q: 3 clusters Score -1.277606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98573 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12776077.000000 Penalty: 3741.369141
	Iteration 57Q: 3 clusters Score -1.277608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98575 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12776079.000000 Penalty: 3741.369141
	Iteration 58Q: 3 clusters Score -1.277608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98576 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -12776077.000000 Penalty: 3741.369141
	Iteration 59Q: 3 clusters Score -1.277608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98576 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -12776077.000000 Penalty: 3741.369141
	Iteration 60F: 3 clusters Score -1.277608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Entering Unmasked Estep 
Score: -6517267.000000 Penalty: 1760.405884
	Iteration 0F: 2 clusters Score -6517267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -6483509.000000 Penalty: 3520.811768
	Iteration 0F: 3 clusters Score -6483509 nChanged 23768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -6496982.000000 Penalty: 3520.811768
	Iteration 1F: 3 clusters Score -6496982 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -6497528.000000 Penalty: 3520.811768
	Iteration 2Q: 3 clusters Score -6497528 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -6498079.000000 Penalty: 3520.811768
	Iteration 3Q: 3 clusters Score -6498079 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -6498791.000000 Penalty: 3520.811768
	Iteration 4Q: 3 clusters Score -6498791 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -6499690.500000 Penalty: 3520.811768
	Iteration 5Q: 3 clusters Score -6499690 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -6500832.500000 Penalty: 3520.811768
	Iteration 6F: 3 clusters Score -6500832 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -6502354.000000 Penalty: 3520.811768
	Iteration 7F: 3 clusters Score -6502354 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -6504091.500000 Penalty: 3520.811768
	Iteration 8F: 3 clusters Score -6504092 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -6506121.500000 Penalty: 3520.811768
	Iteration 9F: 3 clusters Score -6506122 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -6508239.000000 Penalty: 3520.811768
	Iteration 10F: 3 clusters Score -6508239 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -6510262.000000 Penalty: 3520.811768
	Iteration 11F: 3 clusters Score -6510262 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -6512001.500000 Penalty: 3520.811768
	Iteration 12Q: 3 clusters Score -6512002 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6513375.500000 Penalty: 3520.811768
	Iteration 13Q: 3 clusters Score -6513376 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -6514356.000000 Penalty: 3520.811768
	Iteration 14Q: 3 clusters Score -6514356 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -6514996.500000 Penalty: 3520.811768
	Iteration 15Q: 3 clusters Score -6514996 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -6515399.000000 Penalty: 3520.811768
	Iteration 16Q: 3 clusters Score -6515399 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -6515628.500000 Penalty: 3520.811768
	Iteration 17Q: 3 clusters Score -6515628 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -6515749.000000 Penalty: 3520.811768
	Iteration 18Q: 3 clusters Score -6515749 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -6515807.500000 Penalty: 3520.811768
	Iteration 19Q: 3 clusters Score -6515808 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -6515842.000000 Penalty: 3520.811768
	Iteration 20F: 3 clusters Score -6515842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -6515894.500000 Penalty: 3520.811768
	Iteration 21Q: 3 clusters Score -6515894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -6515916.000000 Penalty: 3520.811768
	Iteration 22Q: 3 clusters Score -6515916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -6515934.000000 Penalty: 3520.811768
	Iteration 23Q: 3 clusters Score -6515934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -6515958.000000 Penalty: 3520.811768
	Iteration 24Q: 3 clusters Score -6515958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6515963.500000 Penalty: 3520.811768
	Iteration 25Q: 3 clusters Score -6515964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -6515969.000000 Penalty: 3520.811768
	Iteration 26Q: 3 clusters Score -6515969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -6515970.000000 Penalty: 3520.811768
	Iteration 27Q: 3 clusters Score -6515970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -6515977.000000 Penalty: 3520.811768
	Iteration 28Q: 3 clusters Score -6515977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -6515982.500000 Penalty: 3520.811768
	Iteration 29Q: 3 clusters Score -6515982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -6515995.000000 Penalty: 3520.811768
	Iteration 30Q: 3 clusters Score -6515995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -6516005.500000 Penalty: 3520.811768
	Iteration 31Q: 3 clusters Score -6516006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -6516008.500000 Penalty: 3520.811768
	Iteration 32Q: 3 clusters Score -6516008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -6516018.500000 Penalty: 3520.811768
	Iteration 33Q: 3 clusters Score -6516018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -6516020.000000 Penalty: 3520.811768
	Iteration 34Q: 3 clusters Score -6516020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -6516012.500000 Penalty: 3520.811768
	Iteration 35Q: 3 clusters Score -6516012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -6516010.500000 Penalty: 3520.811768
	Iteration 36Q: 3 clusters Score -6516010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -6516015.500000 Penalty: 3520.811768
	Iteration 37Q: 3 clusters Score -6516016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -6516018.500000 Penalty: 3520.811768
	Iteration 38Q: 3 clusters Score -6516018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -6516018.500000 Penalty: 3520.811768
	Iteration 39F: 3 clusters Score -6516018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -46245.761719 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -46245.76 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 225 members 
Entering Unmasked Estep 
Score: -45296.671875 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -45296.67 nChanged 102
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: -45452.843750 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -45452.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45531.441406 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -45531.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45569.066406 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -45569.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45620.757812 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -45620.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45691.941406 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -45691.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45758.410156 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -45758.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45811.125000 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -45811.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45850.507812 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -45850.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45866.148438 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -45866.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45875.011719 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -45875.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45899.296875 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -45899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45908.578125 Penalty: 1966.163452
	Iteration 12Q: 3 clusters Score -45908.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45911.421875 Penalty: 1966.163452
	Iteration 13Q: 3 clusters Score -45911.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45923.835938 Penalty: 1966.163452
	Iteration 14Q: 3 clusters Score -45923.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45930.492188 Penalty: 1966.163452
	Iteration 15Q: 3 clusters Score -45930.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45937.472656 Penalty: 1966.163452
	Iteration 16Q: 3 clusters Score -45937.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45937.472656 Penalty: 1966.163452
	Iteration 17F: 3 clusters Score -45937.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -80981.328125 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -80981.33 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 357 members 
Entering Unmasked Estep 
Score: -79828.976562 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -79828.98 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -80187.789062 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -80187.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80373.414062 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -80373.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80566.101562 Penalty: 2142.293945
	Iteration 3F: 3 clusters Score -80566.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -80656.742188 Penalty: 2142.293945
	Iteration 4F: 3 clusters Score -80656.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -80721.734375 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -80721.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -80817.000000 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -80817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -80923.890625 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -80923.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -80949.781250 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -80949.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -80958.578125 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -80958.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -80959.570312 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -80959.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -80959.570312 Penalty: 2142.293945
	Iteration 11F: 3 clusters Score -80959.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Entering Unmasked Estep 
Score: -2019648.375000 Penalty: 1574.461548
	Iteration 0F: 2 clusters Score -2019648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2008677.875000 Penalty: 3148.923096
	Iteration 0F: 3 clusters Score -2008678 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2013120.375000 Penalty: 3148.923096
	Iteration 1F: 3 clusters Score -2013120 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2014179.625000 Penalty: 3148.923096
	Iteration 2F: 3 clusters Score -2014180 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2015202.000000 Penalty: 3148.923096
	Iteration 3F: 3 clusters Score -2015202 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2016131.625000 Penalty: 3148.923096
	Iteration 4F: 3 clusters Score -2016132 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2016954.125000 Penalty: 3148.923096
	Iteration 5F: 3 clusters Score -2016954 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2017501.750000 Penalty: 3148.923096
	Iteration 6F: 3 clusters Score -2017502 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2017882.375000 Penalty: 3148.923096
	Iteration 7Q: 3 clusters Score -2017882 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2018166.500000 Penalty: 3148.923096
	Iteration 8Q: 3 clusters Score -2018166 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2018382.125000 Penalty: 3148.923096
	Iteration 9Q: 3 clusters Score -2018382 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2018620.250000 Penalty: 3148.923096
	Iteration 10Q: 3 clusters Score -2018620 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2018893.375000 Penalty: 3148.923096
	Iteration 11Q: 3 clusters Score -2018893 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2019107.000000 Penalty: 3148.923096
	Iteration 12Q: 3 clusters Score -2019107 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2019229.375000 Penalty: 3148.923096
	Iteration 13Q: 3 clusters Score -2019229 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2019308.500000 Penalty: 3148.923096
	Iteration 14Q: 3 clusters Score -2019308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2019361.250000 Penalty: 3148.923096
	Iteration 15Q: 3 clusters Score -2019361 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2019398.250000 Penalty: 3148.923096
	Iteration 16Q: 3 clusters Score -2019398 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2019429.125000 Penalty: 3148.923096
	Iteration 17Q: 3 clusters Score -2019429 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2019457.500000 Penalty: 3148.923096
	Iteration 18Q: 3 clusters Score -2019458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2019483.375000 Penalty: 3148.923096
	Iteration 19Q: 3 clusters Score -2019483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2019503.750000 Penalty: 3148.923096
	Iteration 20F: 3 clusters Score -2019504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2019523.750000 Penalty: 3148.923096
	Iteration 21Q: 3 clusters Score -2019524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2019533.750000 Penalty: 3148.923096
	Iteration 22Q: 3 clusters Score -2019534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2019541.125000 Penalty: 3148.923096
	Iteration 23Q: 3 clusters Score -2019541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2019546.875000 Penalty: 3148.923096
	Iteration 24Q: 3 clusters Score -2019547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2019552.625000 Penalty: 3148.923096
	Iteration 25Q: 3 clusters Score -2019553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2019555.625000 Penalty: 3148.923096
	Iteration 26Q: 3 clusters Score -2019556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2019558.750000 Penalty: 3148.923096
	Iteration 27Q: 3 clusters Score -2019559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2019558.625000 Penalty: 3148.923096
	Iteration 28Q: 3 clusters Score -2019559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2019564.750000 Penalty: 3148.923096
	Iteration 29Q: 3 clusters Score -2019565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2019566.875000 Penalty: 3148.923096
	Iteration 30Q: 3 clusters Score -2019567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2019567.000000 Penalty: 3148.923096
	Iteration 31Q: 3 clusters Score -2019567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2019567.000000 Penalty: 3148.923096
	Iteration 32F: 3 clusters Score -2019567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Entering Unmasked Estep 
Score: -1466219.625000 Penalty: 1519.207886
	Iteration 0F: 2 clusters Score -1466220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1458123.625000 Penalty: 3038.415771
	Iteration 0F: 3 clusters Score -1458124 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1460756.375000 Penalty: 3038.415771
	Iteration 1F: 3 clusters Score -1460756 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1461034.250000 Penalty: 3038.415771
	Iteration 2F: 3 clusters Score -1461034 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1461274.125000 Penalty: 3038.415771
	Iteration 3F: 3 clusters Score -1461274 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1461521.625000 Penalty: 3038.415771
	Iteration 4Q: 3 clusters Score -1461522 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1461834.250000 Penalty: 3038.415771
	Iteration 5Q: 3 clusters Score -1461834 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1462215.500000 Penalty: 3038.415771
	Iteration 6F: 3 clusters Score -1462216 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1462659.250000 Penalty: 3038.415771
	Iteration 7F: 3 clusters Score -1462659 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1463190.875000 Penalty: 3038.415771
	Iteration 8F: 3 clusters Score -1463191 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1463703.125000 Penalty: 3038.415771
	Iteration 9F: 3 clusters Score -1463703 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1464123.875000 Penalty: 3038.415771
	Iteration 10Q: 3 clusters Score -1464124 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1464424.625000 Penalty: 3038.415771
	Iteration 11Q: 3 clusters Score -1464425 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1464613.750000 Penalty: 3038.415771
	Iteration 12Q: 3 clusters Score -1464614 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1464704.625000 Penalty: 3038.415771
	Iteration 13Q: 3 clusters Score -1464705 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1464764.375000 Penalty: 3038.415771
	Iteration 14Q: 3 clusters Score -1464764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1464798.250000 Penalty: 3038.415771
	Iteration 15Q: 3 clusters Score -1464798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1464843.875000 Penalty: 3038.415771
	Iteration 16Q: 3 clusters Score -1464844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1464870.500000 Penalty: 3038.415771
	Iteration 17Q: 3 clusters Score -1464870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1464889.625000 Penalty: 3038.415771
	Iteration 18Q: 3 clusters Score -1464890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1464895.125000 Penalty: 3038.415771
	Iteration 19Q: 3 clusters Score -1464895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1464901.000000 Penalty: 3038.415771
	Iteration 20F: 3 clusters Score -1464901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1464902.375000 Penalty: 3038.415771
	Iteration 21Q: 3 clusters Score -1464902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1464902.625000 Penalty: 3038.415771
	Iteration 22Q: 3 clusters Score -1464903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1464902.625000 Penalty: 3038.415771
	Iteration 23F: 3 clusters Score -1464903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (90530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Entering Unmasked Estep 
Score: -11626871.000000 Penalty: 1854.683472
	Iteration 0F: 2 clusters Score -1.162687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -11568429.000000 Penalty: 3709.366943
	Iteration 0F: 3 clusters Score -1.156843e+07 nChanged 43132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -11593466.000000 Penalty: 3709.366943
	Iteration 1F: 3 clusters Score -1.159347e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -11594315.000000 Penalty: 3709.366943
	Iteration 2Q: 3 clusters Score -1.159432e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -11595750.000000 Penalty: 3709.366943
	Iteration 3Q: 3 clusters Score -1.159575e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -11598245.000000 Penalty: 3709.366943
	Iteration 4F: 3 clusters Score -1.159824e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -11602100.000000 Penalty: 3709.366943
	Iteration 5F: 3 clusters Score -1.16021e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -11607166.000000 Penalty: 3709.366943
	Iteration 6F: 3 clusters Score -1.160717e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -11612218.000000 Penalty: 3709.366943
	Iteration 7F: 3 clusters Score -1.161222e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -11616182.000000 Penalty: 3709.366943
	Iteration 8F: 3 clusters Score -1.161618e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -11618808.000000 Penalty: 3709.366943
	Iteration 9Q: 3 clusters Score -1.161881e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -11620101.000000 Penalty: 3709.366943
	Iteration 10Q: 3 clusters Score -1.16201e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -11620895.000000 Penalty: 3709.366943
	Iteration 11Q: 3 clusters Score -1.16209e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -11621447.000000 Penalty: 3709.366943
	Iteration 12Q: 3 clusters Score -1.162145e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -11621915.000000 Penalty: 3709.366943
	Iteration 13Q: 3 clusters Score -1.162192e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -11622361.000000 Penalty: 3709.366943
	Iteration 14Q: 3 clusters Score -1.162236e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -11622772.000000 Penalty: 3709.366943
	Iteration 15Q: 3 clusters Score -1.162277e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 85345 members 
Entering Unmasked Estep 
Score: -11623151.000000 Penalty: 3709.366943
	Iteration 16Q: 3 clusters Score -1.162315e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -11623473.000000 Penalty: 3709.366943
	Iteration 17Q: 3 clusters Score -1.162347e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -11623760.000000 Penalty: 3709.366943
	Iteration 18Q: 3 clusters Score -1.162376e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -11624001.000000 Penalty: 3709.366943
	Iteration 19Q: 3 clusters Score -1.1624e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -11624149.000000 Penalty: 3709.366943
	Iteration 20F: 3 clusters Score -1.162415e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 87417 members 
Entering Unmasked Estep 
Score: -11624352.000000 Penalty: 3709.366943
	Iteration 21Q: 3 clusters Score -1.162435e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -11624517.000000 Penalty: 3709.366943
	Iteration 22Q: 3 clusters Score -1.162452e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -11624649.000000 Penalty: 3709.366943
	Iteration 23Q: 3 clusters Score -1.162465e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -11624732.000000 Penalty: 3709.366943
	Iteration 24Q: 3 clusters Score -1.162473e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 88268 members 
Entering Unmasked Estep 
Score: -11624802.000000 Penalty: 3709.366943
	Iteration 25Q: 3 clusters Score -1.16248e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 88417 members 
Entering Unmasked Estep 
Score: -11624889.000000 Penalty: 3709.366943
	Iteration 26Q: 3 clusters Score -1.162489e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -11624918.000000 Penalty: 3709.366943
	Iteration 27Q: 3 clusters Score -1.162492e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 88642 members 
Entering Unmasked Estep 
Score: -11624954.000000 Penalty: 3709.366943
	Iteration 28Q: 3 clusters Score -1.162495e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -11624990.000000 Penalty: 3709.366943
	Iteration 29Q: 3 clusters Score -1.162499e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -11625022.000000 Penalty: 3709.366943
	Iteration 30Q: 3 clusters Score -1.162502e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -11625031.000000 Penalty: 3709.366943
	Iteration 31Q: 3 clusters Score -1.162503e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -11625062.000000 Penalty: 3709.366943
	Iteration 32Q: 3 clusters Score -1.162506e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 89013 members 
Entering Unmasked Estep 
Score: -11625077.000000 Penalty: 3709.366943
	Iteration 33Q: 3 clusters Score -1.162508e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -11625091.000000 Penalty: 3709.366943
	Iteration 34Q: 3 clusters Score -1.162509e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -11625123.000000 Penalty: 3709.366943
	Iteration 35Q: 3 clusters Score -1.162512e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -11625135.000000 Penalty: 3709.366943
	Iteration 36Q: 3 clusters Score -1.162514e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 89184 members 
Entering Unmasked Estep 
Score: -11625143.000000 Penalty: 3709.366943
	Iteration 37Q: 3 clusters Score -1.162514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -11625141.000000 Penalty: 3709.366943
	Iteration 38Q: 3 clusters Score -1.162514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -11625141.000000 Penalty: 3709.366943
	Iteration 39Q: 3 clusters Score -1.162514e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -11625143.000000 Penalty: 3709.366943
	Iteration 40F: 3 clusters Score -1.162514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -11625150.000000 Penalty: 3709.366943
	Iteration 41Q: 3 clusters Score -1.162515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 89317 members 
Entering Unmasked Estep 
Score: -11625151.000000 Penalty: 3709.366943
	Iteration 42Q: 3 clusters Score -1.162515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -11625150.000000 Penalty: 3709.366943
	Iteration 43Q: 3 clusters Score -1.162515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -11625169.000000 Penalty: 3709.366943
	Iteration 44Q: 3 clusters Score -1.162517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 89370 members 
Entering Unmasked Estep 
Score: -11625163.000000 Penalty: 3709.366943
	Iteration 45Q: 3 clusters Score -1.162516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -11625185.000000 Penalty: 3709.366943
	Iteration 46Q: 3 clusters Score -1.162518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11625189.000000 Penalty: 3709.366943
	Iteration 47Q: 3 clusters Score -1.162519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -11625198.000000 Penalty: 3709.366943
	Iteration 48Q: 3 clusters Score -1.16252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -11625209.000000 Penalty: 3709.366943
	Iteration 49Q: 3 clusters Score -1.162521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -11625218.000000 Penalty: 3709.366943
	Iteration 50Q: 3 clusters Score -1.162522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -11625203.000000 Penalty: 3709.366943
	Iteration 51Q: 3 clusters Score -1.16252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 89461 members 
Entering Unmasked Estep 
Score: -11625210.000000 Penalty: 3709.366943
	Iteration 52Q: 3 clusters Score -1.162521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -11625210.000000 Penalty: 3709.366943
	Iteration 53Q: 3 clusters Score -1.162521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -11625216.000000 Penalty: 3709.366943
	Iteration 54Q: 3 clusters Score -1.162522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -11625215.000000 Penalty: 3709.366943
	Iteration 55Q: 3 clusters Score -1.162522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -11625213.000000 Penalty: 3709.366943
	Iteration 56Q: 3 clusters Score -1.162521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -11625220.000000 Penalty: 3709.366943
	Iteration 57Q: 3 clusters Score -1.162522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 89514 members 
Entering Unmasked Estep 
Score: -11625222.000000 Penalty: 3709.366943
	Iteration 58Q: 3 clusters Score -1.162522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -11625231.000000 Penalty: 3709.366943
	Iteration 59Q: 3 clusters Score -1.162523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 89533 members 
Entering Unmasked Estep 
Score: -11625226.000000 Penalty: 3709.366943
	Iteration 60F: 3 clusters Score -1.162523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -11625236.000000 Penalty: 3709.366943
	Iteration 61Q: 3 clusters Score -1.162524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -11625230.000000 Penalty: 3709.366943
	Iteration 62Q: 3 clusters Score -1.162523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 89572 members 
Entering Unmasked Estep 
Score: -11625231.000000 Penalty: 3709.366943
	Iteration 63Q: 3 clusters Score -1.162523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 89581 members 
Entering Unmasked Estep 
Score: -11625230.000000 Penalty: 3709.366943
	Iteration 64Q: 3 clusters Score -1.162523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -11625233.000000 Penalty: 3709.366943
	Iteration 65Q: 3 clusters Score -1.162523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -11625237.000000 Penalty: 3709.366943
	Iteration 66Q: 3 clusters Score -1.162524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -11625232.000000 Penalty: 3709.366943
	Iteration 67Q: 3 clusters Score -1.162523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 89613 members 
Entering Unmasked Estep 
Score: -11625228.000000 Penalty: 3709.366943
	Iteration 68Q: 3 clusters Score -1.162523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 89619 members 
Entering Unmasked Estep 
Score: -11625233.000000 Penalty: 3709.366943
	Iteration 69Q: 3 clusters Score -1.162523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -11625237.000000 Penalty: 3709.366943
	Iteration 70Q: 3 clusters Score -1.162524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 89625 members 
Entering Unmasked Estep 
Score: -11625246.000000 Penalty: 3709.366943
	Iteration 71Q: 3 clusters Score -1.162525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 89627 members 
Entering Unmasked Estep 
Score: -11625250.000000 Penalty: 3709.366943
	Iteration 72Q: 3 clusters Score -1.162525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -11625238.000000 Penalty: 3709.366943
	Iteration 73Q: 3 clusters Score -1.162524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -11625245.000000 Penalty: 3709.366943
	Iteration 74Q: 3 clusters Score -1.162524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -11625243.000000 Penalty: 3709.366943
	Iteration 75Q: 3 clusters Score -1.162524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -11625247.000000 Penalty: 3709.366943
	Iteration 76Q: 3 clusters Score -1.162525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -11625249.000000 Penalty: 3709.366943
	Iteration 77Q: 3 clusters Score -1.162525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -11625249.000000 Penalty: 3709.366943
	Iteration 78F: 3 clusters Score -1.162525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -37488.839844 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -37488.84 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 241 members 
Entering Unmasked Estep 
Score: -36695.382812 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -36695.38 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37405.148438 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -37405.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37944.539062 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -37944.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38121.167969 Penalty: 1997.557007
	Iteration 3F: 3 clusters Score -38121.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38191.160156 Penalty: 1997.557007
	Iteration 4Q: 3 clusters Score -38191.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38222.527344 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -38222.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38239.593750 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -38239.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38260.953125 Penalty: 1997.557007
	Iteration 7Q: 3 clusters Score -38260.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38293.765625 Penalty: 1997.557007
	Iteration 8Q: 3 clusters Score -38293.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38330.625000 Penalty: 1997.557007
	Iteration 9Q: 3 clusters Score -38330.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38334.851562 Penalty: 1997.557007
	Iteration 10Q: 3 clusters Score -38334.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38343.183594 Penalty: 1997.557007
	Iteration 11Q: 3 clusters Score -38343.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38353.996094 Penalty: 1997.557007
	Iteration 12Q: 3 clusters Score -38354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38358.992188 Penalty: 1997.557007
	Iteration 13Q: 3 clusters Score -38358.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38360.132812 Penalty: 1997.557007
	Iteration 14Q: 3 clusters Score -38360.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38361.390625 Penalty: 1997.557007
	Iteration 15F: 3 clusters Score -38361.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38372.718750 Penalty: 1997.557007
	Iteration 16Q: 3 clusters Score -38372.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38377.964844 Penalty: 1997.557007
	Iteration 17Q: 3 clusters Score -38377.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38377.964844 Penalty: 1997.557007
	Iteration 18F: 3 clusters Score -38377.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72455 members 
Mstep: Class 3 contains 99898 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 90530 members 
Mstep: Class 10 contains 217 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 18519 members 
Mstep: Class 13 contains 80255 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101869 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
Score: -69526440.000000 Penalty: 36521.828125
Splitting cluster 10 changes total score from -69526736.000000 to -69526440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (18519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Entering Unmasked Estep 
Score: -2395976.250000 Penalty: 1596.814819
	Iteration 0F: 2 clusters Score -2395976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2383184.500000 Penalty: 3193.629639
	Iteration 0F: 3 clusters Score -2383184 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2387758.500000 Penalty: 3193.629639
	Iteration 1F: 3 clusters Score -2387758 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2388127.750000 Penalty: 3193.629639
	Iteration 2Q: 3 clusters Score -2388128 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2388597.250000 Penalty: 3193.629639
	Iteration 3F: 3 clusters Score -2388597 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2389265.500000 Penalty: 3193.629639
	Iteration 4F: 3 clusters Score -2389266 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2390154.250000 Penalty: 3193.629639
	Iteration 5F: 3 clusters Score -2390154 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2391275.000000 Penalty: 3193.629639
	Iteration 6F: 3 clusters Score -2391275 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2392366.750000 Penalty: 3193.629639
	Iteration 7F: 3 clusters Score -2392367 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2393218.000000 Penalty: 3193.629639
	Iteration 8F: 3 clusters Score -2393218 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2393791.750000 Penalty: 3193.629639
	Iteration 9Q: 3 clusters Score -2393792 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2394076.000000 Penalty: 3193.629639
	Iteration 10Q: 3 clusters Score -2394076 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2394212.000000 Penalty: 3193.629639
	Iteration 11Q: 3 clusters Score -2394212 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2394293.000000 Penalty: 3193.629639
	Iteration 12Q: 3 clusters Score -2394293 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2394366.250000 Penalty: 3193.629639
	Iteration 13Q: 3 clusters Score -2394366 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2394412.250000 Penalty: 3193.629639
	Iteration 14Q: 3 clusters Score -2394412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2394455.000000 Penalty: 3193.629639
	Iteration 15Q: 3 clusters Score -2394455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2394487.250000 Penalty: 3193.629639
	Iteration 16Q: 3 clusters Score -2394487 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2394497.000000 Penalty: 3193.629639
	Iteration 17Q: 3 clusters Score -2394497 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2394512.750000 Penalty: 3193.629639
	Iteration 18Q: 3 clusters Score -2394513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2394529.000000 Penalty: 3193.629639
	Iteration 19Q: 3 clusters Score -2394529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2394545.250000 Penalty: 3193.629639
	Iteration 20F: 3 clusters Score -2394545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2394554.000000 Penalty: 3193.629639
	Iteration 21Q: 3 clusters Score -2394554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2394574.250000 Penalty: 3193.629639
	Iteration 22Q: 3 clusters Score -2394574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2394576.500000 Penalty: 3193.629639
	Iteration 23Q: 3 clusters Score -2394576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2394586.000000 Penalty: 3193.629639
	Iteration 24Q: 3 clusters Score -2394586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2394597.750000 Penalty: 3193.629639
	Iteration 25Q: 3 clusters Score -2394598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2394601.750000 Penalty: 3193.629639
	Iteration 26Q: 3 clusters Score -2394602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2394607.000000 Penalty: 3193.629639
	Iteration 27Q: 3 clusters Score -2394607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2394612.500000 Penalty: 3193.629639
	Iteration 28Q: 3 clusters Score -2394612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2394613.250000 Penalty: 3193.629639
	Iteration 29Q: 3 clusters Score -2394613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2394621.000000 Penalty: 3193.629639
	Iteration 30Q: 3 clusters Score -2394621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2394627.250000 Penalty: 3193.629639
	Iteration 31Q: 3 clusters Score -2394627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2394631.500000 Penalty: 3193.629639
	Iteration 32Q: 3 clusters Score -2394632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2394636.500000 Penalty: 3193.629639
	Iteration 33Q: 3 clusters Score -2394636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2394641.500000 Penalty: 3193.629639
	Iteration 34Q: 3 clusters Score -2394642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2394648.500000 Penalty: 3193.629639
	Iteration 35Q: 3 clusters Score -2394648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2394656.000000 Penalty: 3193.629639
	Iteration 36Q: 3 clusters Score -2394656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2394657.000000 Penalty: 3193.629639
	Iteration 37Q: 3 clusters Score -2394657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2394669.000000 Penalty: 3193.629639
	Iteration 38Q: 3 clusters Score -2394669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2394680.250000 Penalty: 3193.629639
	Iteration 39Q: 3 clusters Score -2394680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2394683.500000 Penalty: 3193.629639
	Iteration 40F: 3 clusters Score -2394684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2394689.250000 Penalty: 3193.629639
	Iteration 41Q: 3 clusters Score -2394689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2394690.000000 Penalty: 3193.629639
	Iteration 42Q: 3 clusters Score -2394690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2394693.000000 Penalty: 3193.629639
	Iteration 43Q: 3 clusters Score -2394693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2394693.750000 Penalty: 3193.629639
	Iteration 44Q: 3 clusters Score -2394694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2394694.250000 Penalty: 3193.629639
	Iteration 45Q: 3 clusters Score -2394694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2394692.000000 Penalty: 3193.629639
	Iteration 46Q: 3 clusters Score -2394692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2394696.000000 Penalty: 3193.629639
	Iteration 47Q: 3 clusters Score -2394696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2394696.000000 Penalty: 3193.629639
	Iteration 48Q: 3 clusters Score -2394696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2394699.250000 Penalty: 3193.629639
	Iteration 49Q: 3 clusters Score -2394699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2394705.500000 Penalty: 3193.629639
	Iteration 50Q: 3 clusters Score -2394706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2394708.250000 Penalty: 3193.629639
	Iteration 51Q: 3 clusters Score -2394708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2394706.000000 Penalty: 3193.629639
	Iteration 52Q: 3 clusters Score -2394706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2394710.250000 Penalty: 3193.629639
	Iteration 53Q: 3 clusters Score -2394710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2394715.500000 Penalty: 3193.629639
	Iteration 54Q: 3 clusters Score -2394716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2394721.000000 Penalty: 3193.629639
	Iteration 55Q: 3 clusters Score -2394721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2394721.000000 Penalty: 3193.629639
	Iteration 56Q: 3 clusters Score -2394721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2394722.750000 Penalty: 3193.629639
	Iteration 57Q: 3 clusters Score -2394723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2394721.000000 Penalty: 3193.629639
	Iteration 58Q: 3 clusters Score -2394721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2394722.500000 Penalty: 3193.629639
	Iteration 59Q: 3 clusters Score -2394722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2394719.500000 Penalty: 3193.629639
	Iteration 60F: 3 clusters Score -2394720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2394720.000000 Penalty: 3193.629639
	Iteration 61Q: 3 clusters Score -2394720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2394727.750000 Penalty: 3193.629639
	Iteration 62Q: 3 clusters Score -2394728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2394727.500000 Penalty: 3193.629639
	Iteration 63Q: 3 clusters Score -2394728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2394727.250000 Penalty: 3193.629639
	Iteration 64Q: 3 clusters Score -2394727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2394727.750000 Penalty: 3193.629639
	Iteration 65Q: 3 clusters Score -2394728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2394729.750000 Penalty: 3193.629639
	Iteration 66Q: 3 clusters Score -2394730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2394738.750000 Penalty: 3193.629639
	Iteration 67Q: 3 clusters Score -2394739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2394737.250000 Penalty: 3193.629639
	Iteration 68Q: 3 clusters Score -2394737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2394736.250000 Penalty: 3193.629639
	Iteration 69Q: 3 clusters Score -2394736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2394736.500000 Penalty: 3193.629639
	Iteration 70Q: 3 clusters Score -2394736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2394740.000000 Penalty: 3193.629639
	Iteration 71Q: 3 clusters Score -2394740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2394742.250000 Penalty: 3193.629639
	Iteration 72Q: 3 clusters Score -2394742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2394741.000000 Penalty: 3193.629639
	Iteration 73Q: 3 clusters Score -2394741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2394741.500000 Penalty: 3193.629639
	Iteration 74Q: 3 clusters Score -2394742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2394741.500000 Penalty: 3193.629639
	Iteration 75Q: 3 clusters Score -2394742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2394742.500000 Penalty: 3193.629639
	Iteration 76Q: 3 clusters Score -2394742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2394739.000000 Penalty: 3193.629639
	Iteration 77Q: 3 clusters Score -2394739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2394745.250000 Penalty: 3193.629639
	Iteration 78Q: 3 clusters Score -2394745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2394747.500000 Penalty: 3193.629639
	Iteration 79Q: 3 clusters Score -2394748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2394748.250000 Penalty: 3193.629639
	Iteration 80F: 3 clusters Score -2394748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2394752.250000 Penalty: 3193.629639
	Iteration 81Q: 3 clusters Score -2394752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2394751.750000 Penalty: 3193.629639
	Iteration 82Q: 3 clusters Score -2394752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2394750.250000 Penalty: 3193.629639
	Iteration 83Q: 3 clusters Score -2394750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2394755.000000 Penalty: 3193.629639
	Iteration 84Q: 3 clusters Score -2394755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2394755.500000 Penalty: 3193.629639
	Iteration 85Q: 3 clusters Score -2394756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2394755.750000 Penalty: 3193.629639
	Iteration 86Q: 3 clusters Score -2394756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2394755.250000 Penalty: 3193.629639
	Iteration 87Q: 3 clusters Score -2394755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2394756.250000 Penalty: 3193.629639
	Iteration 88Q: 3 clusters Score -2394756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2394754.750000 Penalty: 3193.629639
	Iteration 89Q: 3 clusters Score -2394755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2394754.750000 Penalty: 3193.629639
	Iteration 90Q: 3 clusters Score -2394755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2394757.250000 Penalty: 3193.629639
	Iteration 91Q: 3 clusters Score -2394757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2394755.000000 Penalty: 3193.629639
	Iteration 92Q: 3 clusters Score -2394755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2394756.000000 Penalty: 3193.629639
	Iteration 93Q: 3 clusters Score -2394756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2394755.500000 Penalty: 3193.629639
	Iteration 94Q: 3 clusters Score -2394756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2394755.500000 Penalty: 3193.629639
	Iteration 95F: 3 clusters Score -2394756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Entering Unmasked Estep 
Score: -10337099.000000 Penalty: 1835.106689
	Iteration 0F: 2 clusters Score -1.03371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -10284633.000000 Penalty: 3670.213379
	Iteration 0F: 3 clusters Score -1.028463e+07 nChanged 38198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -10306562.000000 Penalty: 3670.213379
	Iteration 1F: 3 clusters Score -1.030656e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -10307091.000000 Penalty: 3670.213379
	Iteration 2Q: 3 clusters Score -1.030709e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -10307678.000000 Penalty: 3670.213379
	Iteration 3Q: 3 clusters Score -1.030768e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -10308487.000000 Penalty: 3670.213379
	Iteration 4Q: 3 clusters Score -1.030849e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -10309690.000000 Penalty: 3670.213379
	Iteration 5Q: 3 clusters Score -1.030969e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -10311604.000000 Penalty: 3670.213379
	Iteration 6F: 3 clusters Score -1.03116e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -10314502.000000 Penalty: 3670.213379
	Iteration 7F: 3 clusters Score -1.03145e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -10318469.000000 Penalty: 3670.213379
	Iteration 8F: 3 clusters Score -1.031847e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -10323429.000000 Penalty: 3670.213379
	Iteration 9F: 3 clusters Score -1.032343e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -10328432.000000 Penalty: 3670.213379
	Iteration 10F: 3 clusters Score -1.032843e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -10332187.000000 Penalty: 3670.213379
	Iteration 11F: 3 clusters Score -1.033219e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -10334044.000000 Penalty: 3670.213379
	Iteration 12Q: 3 clusters Score -1.033404e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -10334926.000000 Penalty: 3670.213379
	Iteration 13Q: 3 clusters Score -1.033493e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -10335269.000000 Penalty: 3670.213379
	Iteration 14Q: 3 clusters Score -1.033527e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -10335393.000000 Penalty: 3670.213379
	Iteration 15Q: 3 clusters Score -1.033539e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -10335481.000000 Penalty: 3670.213379
	Iteration 16Q: 3 clusters Score -1.033548e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 79910 members 
Entering Unmasked Estep 
Score: -10335548.000000 Penalty: 3670.213379
	Iteration 17Q: 3 clusters Score -1.033555e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -10335588.000000 Penalty: 3670.213379
	Iteration 18Q: 3 clusters Score -1.033559e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -10335591.000000 Penalty: 3670.213379
	Iteration 19Q: 3 clusters Score -1.033559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -10335608.000000 Penalty: 3670.213379
	Iteration 20F: 3 clusters Score -1.033561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -10335625.000000 Penalty: 3670.213379
	Iteration 21Q: 3 clusters Score -1.033562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -10335643.000000 Penalty: 3670.213379
	Iteration 22Q: 3 clusters Score -1.033564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -10335650.000000 Penalty: 3670.213379
	Iteration 23Q: 3 clusters Score -1.033565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -10335654.000000 Penalty: 3670.213379
	Iteration 24Q: 3 clusters Score -1.033565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -10335658.000000 Penalty: 3670.213379
	Iteration 25Q: 3 clusters Score -1.033566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -10335662.000000 Penalty: 3670.213379
	Iteration 26Q: 3 clusters Score -1.033566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 79974 members 
Entering Unmasked Estep 
Score: -10335667.000000 Penalty: 3670.213379
	Iteration 27Q: 3 clusters Score -1.033567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -10335666.000000 Penalty: 3670.213379
	Iteration 28Q: 3 clusters Score -1.033567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -10335679.000000 Penalty: 3670.213379
	Iteration 29Q: 3 clusters Score -1.033568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -10335675.000000 Penalty: 3670.213379
	Iteration 30Q: 3 clusters Score -1.033568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -10335680.000000 Penalty: 3670.213379
	Iteration 31Q: 3 clusters Score -1.033568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -10335687.000000 Penalty: 3670.213379
	Iteration 32Q: 3 clusters Score -1.033569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -10335691.000000 Penalty: 3670.213379
	Iteration 33Q: 3 clusters Score -1.033569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -10335691.000000 Penalty: 3670.213379
	Iteration 34Q: 3 clusters Score -1.033569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -10335697.000000 Penalty: 3670.213379
	Iteration 35Q: 3 clusters Score -1.03357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -10335698.000000 Penalty: 3670.213379
	Iteration 36Q: 3 clusters Score -1.03357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -10335696.000000 Penalty: 3670.213379
	Iteration 37Q: 3 clusters Score -1.03357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -10335693.000000 Penalty: 3670.213379
	Iteration 38Q: 3 clusters Score -1.033569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -10335693.000000 Penalty: 3670.213379
	Iteration 39F: 3 clusters Score -1.033569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -40864.812500 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -40864.81 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 179 members 
Entering Unmasked Estep 
Score: -39974.855469 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -39974.86 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40238.765625 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -40238.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40379.996094 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -40380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40460.617188 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -40460.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40475.925781 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -40475.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40504.042969 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -40504.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40550.312500 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -40550.31 nChanged 9
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: -40592.902344 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -40592.9 nChanged 9
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: -40629.335938 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -40629.34 nChanged 11
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: -40679.597656 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -40679.6 nChanged 9
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: -40702.328125 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -40702.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40703.785156 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -40703.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40704.546875 Penalty: 1930.555664
	Iteration 12Q: 3 clusters Score -40704.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40705.082031 Penalty: 1930.555664
	Iteration 13Q: 3 clusters Score -40705.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40708.031250 Penalty: 1930.555664
	Iteration 14F: 3 clusters Score -40708.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40718.199219 Penalty: 1930.555664
	Iteration 15Q: 3 clusters Score -40718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40721.382812 Penalty: 1930.555664
	Iteration 16Q: 3 clusters Score -40721.38 nChanged 1
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: -40724.171875 Penalty: 1930.555664
	Iteration 17Q: 3 clusters Score -40724.17 nChanged 0
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: -40724.171875 Penalty: 1930.555664
	Iteration 18F: 3 clusters Score -40724.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101869 members 
Entering Unmasked Estep 
Score: -13078192.000000 Penalty: 1873.859375
	Iteration 0F: 2 clusters Score -1.307819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -13011625.000000 Penalty: 3747.718750
	Iteration 0F: 3 clusters Score -1.301162e+07 nChanged 48582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -13039651.000000 Penalty: 3747.718750
	Iteration 1F: 3 clusters Score -1.303965e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -13040266.000000 Penalty: 3747.718750
	Iteration 2Q: 3 clusters Score -1.304027e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -13041192.000000 Penalty: 3747.718750
	Iteration 3Q: 3 clusters Score -1.304119e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -13042465.000000 Penalty: 3747.718750
	Iteration 4Q: 3 clusters Score -1.304246e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -13044261.000000 Penalty: 3747.718750
	Iteration 5Q: 3 clusters Score -1.304426e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -13046839.000000 Penalty: 3747.718750
	Iteration 6F: 3 clusters Score -1.304684e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 65133 members 
Entering Unmasked Estep 
Score: -13050234.000000 Penalty: 3747.718750
	Iteration 7F: 3 clusters Score -1.305023e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -13054020.000000 Penalty: 3747.718750
	Iteration 8F: 3 clusters Score -1.305402e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -13058088.000000 Penalty: 3747.718750
	Iteration 9F: 3 clusters Score -1.305809e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -13062208.000000 Penalty: 3747.718750
	Iteration 10F: 3 clusters Score -1.306221e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -13065679.000000 Penalty: 3747.718750
	Iteration 11Q: 3 clusters Score -1.306568e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -13067935.000000 Penalty: 3747.718750
	Iteration 12Q: 3 clusters Score -1.306794e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -13069260.000000 Penalty: 3747.718750
	Iteration 13Q: 3 clusters Score -1.306926e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -13070033.000000 Penalty: 3747.718750
	Iteration 14Q: 3 clusters Score -1.307003e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -13070573.000000 Penalty: 3747.718750
	Iteration 15Q: 3 clusters Score -1.307057e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 87782 members 
Entering Unmasked Estep 
Score: -13071058.000000 Penalty: 3747.718750
	Iteration 16Q: 3 clusters Score -1.307106e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -13071503.000000 Penalty: 3747.718750
	Iteration 17Q: 3 clusters Score -1.30715e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -13071957.000000 Penalty: 3747.718750
	Iteration 18Q: 3 clusters Score -1.307196e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 90960 members 
Entering Unmasked Estep 
Score: -13072382.000000 Penalty: 3747.718750
	Iteration 19Q: 3 clusters Score -1.307238e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 91921 members 
Entering Unmasked Estep 
Score: -13072774.000000 Penalty: 3747.718750
	Iteration 20F: 3 clusters Score -1.307277e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -13073201.000000 Penalty: 3747.718750
	Iteration 21Q: 3 clusters Score -1.30732e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -13073579.000000 Penalty: 3747.718750
	Iteration 22Q: 3 clusters Score -1.307358e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -13073894.000000 Penalty: 3747.718750
	Iteration 23Q: 3 clusters Score -1.307389e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -13074303.000000 Penalty: 3747.718750
	Iteration 24Q: 3 clusters Score -1.30743e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -13074551.000000 Penalty: 3747.718750
	Iteration 25Q: 3 clusters Score -1.307455e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -13074792.000000 Penalty: 3747.718750
	Iteration 26Q: 3 clusters Score -1.307479e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -13074964.000000 Penalty: 3747.718750
	Iteration 27Q: 3 clusters Score -1.307496e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -13075171.000000 Penalty: 3747.718750
	Iteration 28Q: 3 clusters Score -1.307517e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -13075362.000000 Penalty: 3747.718750
	Iteration 29Q: 3 clusters Score -1.307536e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -13075518.000000 Penalty: 3747.718750
	Iteration 30Q: 3 clusters Score -1.307552e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -13075660.000000 Penalty: 3747.718750
	Iteration 31Q: 3 clusters Score -1.307566e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -13075791.000000 Penalty: 3747.718750
	Iteration 32Q: 3 clusters Score -1.307579e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -13075966.000000 Penalty: 3747.718750
	Iteration 33Q: 3 clusters Score -1.307597e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -13076129.000000 Penalty: 3747.718750
	Iteration 34Q: 3 clusters Score -1.307613e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -13076200.000000 Penalty: 3747.718750
	Iteration 35Q: 3 clusters Score -1.30762e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -13076262.000000 Penalty: 3747.718750
	Iteration 36Q: 3 clusters Score -1.307626e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -13076313.000000 Penalty: 3747.718750
	Iteration 37Q: 3 clusters Score -1.307631e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 100574 members 
Entering Unmasked Estep 
Score: -13076363.000000 Penalty: 3747.718750
	Iteration 38Q: 3 clusters Score -1.307636e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -13076384.000000 Penalty: 3747.718750
	Iteration 39Q: 3 clusters Score -1.307638e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -13076429.000000 Penalty: 3747.718750
	Iteration 40F: 3 clusters Score -1.307643e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 100888 members 
Entering Unmasked Estep 
Score: -13076493.000000 Penalty: 3747.718750
	Iteration 41Q: 3 clusters Score -1.307649e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 100959 members 
Entering Unmasked Estep 
Score: -13076523.000000 Penalty: 3747.718750
	Iteration 42Q: 3 clusters Score -1.307652e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -13076558.000000 Penalty: 3747.718750
	Iteration 43Q: 3 clusters Score -1.307656e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 101042 members 
Entering Unmasked Estep 
Score: -13076580.000000 Penalty: 3747.718750
	Iteration 44Q: 3 clusters Score -1.307658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -13076584.000000 Penalty: 3747.718750
	Iteration 45Q: 3 clusters Score -1.307658e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -13076616.000000 Penalty: 3747.718750
	Iteration 46Q: 3 clusters Score -1.307662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -13076614.000000 Penalty: 3747.718750
	Iteration 47Q: 3 clusters Score -1.307661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -13076620.000000 Penalty: 3747.718750
	Iteration 48Q: 3 clusters Score -1.307662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -13076643.000000 Penalty: 3747.718750
	Iteration 49Q: 3 clusters Score -1.307664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -13076636.000000 Penalty: 3747.718750
	Iteration 50Q: 3 clusters Score -1.307664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 101202 members 
Entering Unmasked Estep 
Score: -13076645.000000 Penalty: 3747.718750
	Iteration 51Q: 3 clusters Score -1.307664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 101214 members 
Entering Unmasked Estep 
Score: -13076648.000000 Penalty: 3747.718750
	Iteration 52Q: 3 clusters Score -1.307665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -13076647.000000 Penalty: 3747.718750
	Iteration 53Q: 3 clusters Score -1.307665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -13076644.000000 Penalty: 3747.718750
	Iteration 54Q: 3 clusters Score -1.307664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -13076648.000000 Penalty: 3747.718750
	Iteration 55Q: 3 clusters Score -1.307665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -13076655.000000 Penalty: 3747.718750
	Iteration 56Q: 3 clusters Score -1.307666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -13076652.000000 Penalty: 3747.718750
	Iteration 57Q: 3 clusters Score -1.307665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -13076662.000000 Penalty: 3747.718750
	Iteration 58Q: 3 clusters Score -1.307666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -13076664.000000 Penalty: 3747.718750
	Iteration 59Q: 3 clusters Score -1.307666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -13076668.000000 Penalty: 3747.718750
	Iteration 60F: 3 clusters Score -1.307667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -13076671.000000 Penalty: 3747.718750
	Iteration 61Q: 3 clusters Score -1.307667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -13076678.000000 Penalty: 3747.718750
	Iteration 62Q: 3 clusters Score -1.307668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -13076683.000000 Penalty: 3747.718750
	Iteration 63Q: 3 clusters Score -1.307668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 101304 members 
Entering Unmasked Estep 
Score: -13076687.000000 Penalty: 3747.718750
	Iteration 64Q: 3 clusters Score -1.307669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -13076699.000000 Penalty: 3747.718750
	Iteration 65Q: 3 clusters Score -1.30767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -13076691.000000 Penalty: 3747.718750
	Iteration 66Q: 3 clusters Score -1.307669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -13076693.000000 Penalty: 3747.718750
	Iteration 67Q: 3 clusters Score -1.307669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -13076692.000000 Penalty: 3747.718750
	Iteration 68Q: 3 clusters Score -1.307669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -13076701.000000 Penalty: 3747.718750
	Iteration 69Q: 3 clusters Score -1.30767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -13076697.000000 Penalty: 3747.718750
	Iteration 70Q: 3 clusters Score -1.30767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -13076698.000000 Penalty: 3747.718750
	Iteration 71Q: 3 clusters Score -1.30767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -13076692.000000 Penalty: 3747.718750
	Iteration 72Q: 3 clusters Score -1.307669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -13076692.000000 Penalty: 3747.718750
	Iteration 73F: 3 clusters Score -1.307669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Entering Unmasked Estep 
Score: -387301.718750 Penalty: 1312.029297
	Iteration 0F: 2 clusters Score -387301.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -384415.718750 Penalty: 2624.058594
	Iteration 0F: 3 clusters Score -384415.7 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -385075.718750 Penalty: 2624.058594
	Iteration 1F: 3 clusters Score -385075.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -385201.937500 Penalty: 2624.058594
	Iteration 2F: 3 clusters Score -385201.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -385274.250000 Penalty: 2624.058594
	Iteration 3Q: 3 clusters Score -385274.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -385327.625000 Penalty: 2624.058594
	Iteration 4Q: 3 clusters Score -385327.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -385365.656250 Penalty: 2624.058594
	Iteration 5Q: 3 clusters Score -385365.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -385390.562500 Penalty: 2624.058594
	Iteration 6Q: 3 clusters Score -385390.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -385409.218750 Penalty: 2624.058594
	Iteration 7Q: 3 clusters Score -385409.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -385430.156250 Penalty: 2624.058594
	Iteration 8Q: 3 clusters Score -385430.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -385443.531250 Penalty: 2624.058594
	Iteration 9Q: 3 clusters Score -385443.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -385455.187500 Penalty: 2624.058594
	Iteration 10Q: 3 clusters Score -385455.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -385467.125000 Penalty: 2624.058594
	Iteration 11Q: 3 clusters Score -385467.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -385481.531250 Penalty: 2624.058594
	Iteration 12Q: 3 clusters Score -385481.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -385489.968750 Penalty: 2624.058594
	Iteration 13Q: 3 clusters Score -385490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -385503.562500 Penalty: 2624.058594
	Iteration 14Q: 3 clusters Score -385503.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -385516.312500 Penalty: 2624.058594
	Iteration 15Q: 3 clusters Score -385516.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -385531.312500 Penalty: 2624.058594
	Iteration 16Q: 3 clusters Score -385531.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -385548.656250 Penalty: 2624.058594
	Iteration 17Q: 3 clusters Score -385548.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -385562.937500 Penalty: 2624.058594
	Iteration 18Q: 3 clusters Score -385562.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -385577.062500 Penalty: 2624.058594
	Iteration 19Q: 3 clusters Score -385577.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -385593.812500 Penalty: 2624.058594
	Iteration 20F: 3 clusters Score -385593.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -385612.406250 Penalty: 2624.058594
	Iteration 21Q: 3 clusters Score -385612.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -385627.750000 Penalty: 2624.058594
	Iteration 22Q: 3 clusters Score -385627.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -385641.750000 Penalty: 2624.058594
	Iteration 23Q: 3 clusters Score -385641.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -385657.781250 Penalty: 2624.058594
	Iteration 24Q: 3 clusters Score -385657.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -385667.968750 Penalty: 2624.058594
	Iteration 25Q: 3 clusters Score -385668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -385681.281250 Penalty: 2624.058594
	Iteration 26Q: 3 clusters Score -385681.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -385698.218750 Penalty: 2624.058594
	Iteration 27Q: 3 clusters Score -385698.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -385713.437500 Penalty: 2624.058594
	Iteration 28Q: 3 clusters Score -385713.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -385725.468750 Penalty: 2624.058594
	Iteration 29Q: 3 clusters Score -385725.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -385743.000000 Penalty: 2624.058594
	Iteration 30Q: 3 clusters Score -385743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -385761.437500 Penalty: 2624.058594
	Iteration 31Q: 3 clusters Score -385761.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -385787.406250 Penalty: 2624.058594
	Iteration 32Q: 3 clusters Score -385787.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -385815.750000 Penalty: 2624.058594
	Iteration 33Q: 3 clusters Score -385815.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -385842.281250 Penalty: 2624.058594
	Iteration 34Q: 3 clusters Score -385842.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -385874.156250 Penalty: 2624.058594
	Iteration 35Q: 3 clusters Score -385874.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -385905.812500 Penalty: 2624.058594
	Iteration 36Q: 3 clusters Score -385905.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -385945.375000 Penalty: 2624.058594
	Iteration 37Q: 3 clusters Score -385945.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -385982.968750 Penalty: 2624.058594
	Iteration 38Q: 3 clusters Score -385983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -386008.937500 Penalty: 2624.058594
	Iteration 39Q: 3 clusters Score -386008.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -386032.625000 Penalty: 2624.058594
	Iteration 40F: 3 clusters Score -386032.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -386052.406250 Penalty: 2624.058594
	Iteration 41Q: 3 clusters Score -386052.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -386067.406250 Penalty: 2624.058594
	Iteration 42Q: 3 clusters Score -386067.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -386081.343750 Penalty: 2624.058594
	Iteration 43Q: 3 clusters Score -386081.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -386093.250000 Penalty: 2624.058594
	Iteration 44Q: 3 clusters Score -386093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -386103.750000 Penalty: 2624.058594
	Iteration 45Q: 3 clusters Score -386103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -386106.156250 Penalty: 2624.058594
	Iteration 46Q: 3 clusters Score -386106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -386110.406250 Penalty: 2624.058594
	Iteration 47Q: 3 clusters Score -386110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -386111.281250 Penalty: 2624.058594
	Iteration 48Q: 3 clusters Score -386111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -386112.093750 Penalty: 2624.058594
	Iteration 49Q: 3 clusters Score -386112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -386112.093750 Penalty: 2624.058594
	Iteration 50F: 3 clusters Score -386112.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -16908.945312 Penalty: 953.301025
	Iteration 0F: 2 clusters Score -16908.95 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 179 members 
Entering Unmasked Estep 
Score: -16189.442383 Penalty: 1906.602051
	Iteration 0F: 3 clusters Score -16189.44 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16662.570312 Penalty: 1906.602051
	Iteration 1F: 3 clusters Score -16662.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16826.300781 Penalty: 1906.602051
	Iteration 2F: 3 clusters Score -16826.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16865.289062 Penalty: 1906.602051
	Iteration 3Q: 3 clusters Score -16865.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16917.255859 Penalty: 1906.602051
	Iteration 4Q: 3 clusters Score -16917.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17014.652344 Penalty: 1906.602051
	Iteration 5Q: 3 clusters Score -17014.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17050.417969 Penalty: 1906.602051
	Iteration 6Q: 3 clusters Score -17050.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17070.367188 Penalty: 1906.602051
	Iteration 7Q: 3 clusters Score -17070.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17089.750000 Penalty: 1906.602051
	Iteration 8Q: 3 clusters Score -17089.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17142.103516 Penalty: 1906.602051
	Iteration 9Q: 3 clusters Score -17142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17167.455078 Penalty: 1906.602051
	Iteration 10Q: 3 clusters Score -17167.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17218.009766 Penalty: 1906.602051
	Iteration 11Q: 3 clusters Score -17218.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17245.619141 Penalty: 1906.602051
	Iteration 12Q: 3 clusters Score -17245.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17285.802734 Penalty: 1906.602051
	Iteration 13Q: 3 clusters Score -17285.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17318.396484 Penalty: 1906.602051
	Iteration 14Q: 3 clusters Score -17318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17327.804688 Penalty: 1906.602051
	Iteration 15Q: 3 clusters Score -17327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17357.052734 Penalty: 1906.602051
	Iteration 16Q: 3 clusters Score -17357.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17366.123047 Penalty: 1906.602051
	Iteration 17Q: 3 clusters Score -17366.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17366.123047 Penalty: 1906.602051
	Iteration 18F: 3 clusters Score -17366.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72455 members 
Mstep: Class 3 contains 99898 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 90530 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 143 members 
Mstep: Class 12 contains 18519 members 
Mstep: Class 13 contains 80255 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101869 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 18 contains 210 members 
Entering Unmasked Estep 
Score: -69525992.000000 Penalty: 36521.828125
Splitting cluster 18 changes total score from -69526736.000000 to -69525992.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72455 members 
Mstep: Class 3 contains 99898 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 90530 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18519 members 
Mstep: Class 13 contains 80255 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101869 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526712.000000 Penalty: 34373.484375
Iteration 159Q: 17 clusters Score -6.952671e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72443 members 
Mstep: Class 3 contains 99897 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16140 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 90540 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18520 members 
Mstep: Class 13 contains 80253 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101874 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526712.000000 Penalty: 34373.484375
Iteration 160F: 17 clusters Score -6.952671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72433 members 
Mstep: Class 3 contains 99898 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16141 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 90549 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18521 members 
Mstep: Class 13 contains 80250 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101874 members 
Mstep: Class 16 contains 3209 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526680.000000 Penalty: 34373.484375
Iteration 161Q: 17 clusters Score -6.952668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 72425 members 
Mstep: Class 3 contains 99901 members 
Mstep: Class 4 contains 50678 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90554 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18523 members 
Mstep: Class 13 contains 80249 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101874 members 
Mstep: Class 16 contains 3209 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526648.000000 Penalty: 34373.484375
Iteration 162Q: 17 clusters Score -6.952665e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 72416 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50678 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90557 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18528 members 
Mstep: Class 13 contains 80249 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101877 members 
Mstep: Class 16 contains 3209 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526656.000000 Penalty: 34373.484375
Iteration 163Q: 17 clusters Score -6.952666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72408 members 
Mstep: Class 3 contains 99898 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90560 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18529 members 
Mstep: Class 13 contains 80249 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101883 members 
Mstep: Class 16 contains 3209 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526648.000000 Penalty: 34373.484375
Iteration 164Q: 17 clusters Score -6.952665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72403 members 
Mstep: Class 3 contains 99899 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90566 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18529 members 
Mstep: Class 13 contains 80249 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101882 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526656.000000 Penalty: 34373.484375
Iteration 165Q: 17 clusters Score -6.952666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72400 members 
Mstep: Class 3 contains 99896 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90568 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18531 members 
Mstep: Class 13 contains 80248 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101885 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526624.000000 Penalty: 34373.484375
Iteration 166Q: 17 clusters Score -6.952662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72398 members 
Mstep: Class 3 contains 99894 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90570 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18533 members 
Mstep: Class 13 contains 80248 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101885 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526656.000000 Penalty: 34373.484375
Iteration 167Q: 17 clusters Score -6.952666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72396 members 
Mstep: Class 3 contains 99896 members 
Mstep: Class 4 contains 50678 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90573 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18534 members 
Mstep: Class 13 contains 80246 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101884 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526672.000000 Penalty: 34373.484375
Iteration 168Q: 17 clusters Score -6.952667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72391 members 
Mstep: Class 3 contains 99904 members 
Mstep: Class 4 contains 50677 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90572 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18536 members 
Mstep: Class 13 contains 80244 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101883 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526656.000000 Penalty: 34373.484375
Iteration 169Q: 17 clusters Score -6.952666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72387 members 
Mstep: Class 3 contains 99904 members 
Mstep: Class 4 contains 50676 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90574 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18538 members 
Mstep: Class 13 contains 80243 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101885 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526672.000000 Penalty: 34373.484375
Iteration 170Q: 17 clusters Score -6.952667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72386 members 
Mstep: Class 3 contains 99903 members 
Mstep: Class 4 contains 50676 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90573 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18539 members 
Mstep: Class 13 contains 80243 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101887 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526680.000000 Penalty: 34373.484375
Iteration 171Q: 17 clusters Score -6.952668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72385 members 
Mstep: Class 3 contains 99901 members 
Mstep: Class 4 contains 50676 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90574 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18540 members 
Mstep: Class 13 contains 80243 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101888 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526672.000000 Penalty: 34373.484375
Iteration 172Q: 17 clusters Score -6.952667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72382 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50675 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90574 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18542 members 
Mstep: Class 13 contains 80245 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101889 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526672.000000 Penalty: 34373.484375
Iteration 173Q: 17 clusters Score -6.952667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72380 members 
Mstep: Class 3 contains 99897 members 
Mstep: Class 4 contains 50674 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 90572 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18542 members 
Mstep: Class 13 contains 80246 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101896 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526720.000000 Penalty: 34373.484375
Iteration 174Q: 17 clusters Score -6.952672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72378 members 
Mstep: Class 3 contains 99894 members 
Mstep: Class 4 contains 50673 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11485 members 
Mstep: Class 9 contains 90575 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18542 members 
Mstep: Class 13 contains 80245 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101901 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526728.000000 Penalty: 34373.484375
Iteration 175Q: 17 clusters Score -6.952673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72377 members 
Mstep: Class 3 contains 99894 members 
Mstep: Class 4 contains 50672 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11484 members 
Mstep: Class 9 contains 90577 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18542 members 
Mstep: Class 13 contains 80245 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101902 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526672.000000 Penalty: 34373.484375
Iteration 176Q: 17 clusters Score -6.952667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72375 members 
Mstep: Class 3 contains 99892 members 
Mstep: Class 4 contains 50672 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11482 members 
Mstep: Class 9 contains 90582 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18543 members 
Mstep: Class 13 contains 80245 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101902 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526688.000000 Penalty: 34373.484375
Iteration 177Q: 17 clusters Score -6.952669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72374 members 
Mstep: Class 3 contains 99893 members 
Mstep: Class 4 contains 50672 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11479 members 
Mstep: Class 9 contains 90585 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18543 members 
Mstep: Class 13 contains 80245 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101902 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526672.000000 Penalty: 34373.484375
Iteration 178Q: 17 clusters Score -6.952667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72371 members 
Mstep: Class 3 contains 99895 members 
Mstep: Class 4 contains 50672 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11478 members 
Mstep: Class 9 contains 90585 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18543 members 
Mstep: Class 13 contains 80244 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101905 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526672.000000 Penalty: 34373.484375
Iteration 179Q: 17 clusters Score -6.952667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72368 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50672 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11477 members 
Mstep: Class 9 contains 90584 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18543 members 
Mstep: Class 13 contains 80245 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101904 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526688.000000 Penalty: 34373.484375
Iteration 180F: 17 clusters Score -6.952669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72365 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 90588 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18543 members 
Mstep: Class 13 contains 80246 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101904 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526656.000000 Penalty: 34373.484375
Iteration 181Q: 17 clusters Score -6.952666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72367 members 
Mstep: Class 3 contains 99902 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 90587 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18543 members 
Mstep: Class 13 contains 80247 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101903 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526688.000000 Penalty: 34373.484375
Iteration 182Q: 17 clusters Score -6.952669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72369 members 
Mstep: Class 3 contains 99897 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 90586 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18544 members 
Mstep: Class 13 contains 80247 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101906 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526640.000000 Penalty: 34373.484375
Iteration 183Q: 17 clusters Score -6.952664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72368 members 
Mstep: Class 3 contains 99899 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 90585 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18545 members 
Mstep: Class 13 contains 80245 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101906 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526640.000000 Penalty: 34373.484375
Iteration 184Q: 17 clusters Score -6.952664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72365 members 
Mstep: Class 3 contains 99901 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 90589 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18545 members 
Mstep: Class 13 contains 80244 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101904 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526616.000000 Penalty: 34373.484375
Iteration 185Q: 17 clusters Score -6.952662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72367 members 
Mstep: Class 3 contains 99902 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 90590 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18545 members 
Mstep: Class 13 contains 80245 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101899 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526648.000000 Penalty: 34373.484375
Iteration 186Q: 17 clusters Score -6.952665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72368 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 90591 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18545 members 
Mstep: Class 13 contains 80245 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101899 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526640.000000 Penalty: 34373.484375
Iteration 187Q: 17 clusters Score -6.952664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72369 members 
Mstep: Class 3 contains 99899 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 90591 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18545 members 
Mstep: Class 13 contains 80244 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101900 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526664.000000 Penalty: 34373.484375
Iteration 188Q: 17 clusters Score -6.952666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72369 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 11472 members 
Mstep: Class 9 contains 90591 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18545 members 
Mstep: Class 13 contains 80244 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101900 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526648.000000 Penalty: 34373.484375
Iteration 189Q: 17 clusters Score -6.952665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72369 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 11472 members 
Mstep: Class 9 contains 90591 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 18545 members 
Mstep: Class 13 contains 80244 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101900 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526648.000000 Penalty: 34373.484375
Iteration 190F: 17 clusters Score -6.952665e+07 nChanged 0
Entering ConstructFrom: 
Score: -69526648.000000 Penalty: 34373.484375
Entering ConstructFrom: 
Trying to split cluster 1 (4104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Entering Unmasked Estep 
Score: -509863.812500 Penalty: 1351.954102
	Iteration 0F: 2 clusters Score -509863.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -506484.906250 Penalty: 2703.908203
	Iteration 0F: 3 clusters Score -506484.9 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -507295.656250 Penalty: 2703.908203
	Iteration 1F: 3 clusters Score -507295.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -507437.406250 Penalty: 2703.908203
	Iteration 2F: 3 clusters Score -507437.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -507575.187500 Penalty: 2703.908203
	Iteration 3F: 3 clusters Score -507575.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -507714.343750 Penalty: 2703.908203
	Iteration 4F: 3 clusters Score -507714.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -507840.625000 Penalty: 2703.908203
	Iteration 5Q: 3 clusters Score -507840.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -507950.375000 Penalty: 2703.908203
	Iteration 6Q: 3 clusters Score -507950.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -508044.375000 Penalty: 2703.908203
	Iteration 7Q: 3 clusters Score -508044.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -508133.031250 Penalty: 2703.908203
	Iteration 8Q: 3 clusters Score -508133 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -508214.593750 Penalty: 2703.908203
	Iteration 9Q: 3 clusters Score -508214.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -508288.968750 Penalty: 2703.908203
	Iteration 10Q: 3 clusters Score -508289 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -508366.031250 Penalty: 2703.908203
	Iteration 11Q: 3 clusters Score -508366 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -508437.062500 Penalty: 2703.908203
	Iteration 12Q: 3 clusters Score -508437.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -508488.875000 Penalty: 2703.908203
	Iteration 13Q: 3 clusters Score -508488.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -508533.562500 Penalty: 2703.908203
	Iteration 14Q: 3 clusters Score -508533.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -508576.250000 Penalty: 2703.908203
	Iteration 15Q: 3 clusters Score -508576.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -508604.093750 Penalty: 2703.908203
	Iteration 16Q: 3 clusters Score -508604.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -508632.281250 Penalty: 2703.908203
	Iteration 17Q: 3 clusters Score -508632.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -508658.531250 Penalty: 2703.908203
	Iteration 18Q: 3 clusters Score -508658.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -508674.281250 Penalty: 2703.908203
	Iteration 19Q: 3 clusters Score -508674.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -508682.500000 Penalty: 2703.908203
	Iteration 20F: 3 clusters Score -508682.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -508688.625000 Penalty: 2703.908203
	Iteration 21Q: 3 clusters Score -508688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -508693.531250 Penalty: 2703.908203
	Iteration 22Q: 3 clusters Score -508693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -508696.000000 Penalty: 2703.908203
	Iteration 23Q: 3 clusters Score -508696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -508696.812500 Penalty: 2703.908203
	Iteration 24Q: 3 clusters Score -508696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -508697.500000 Penalty: 2703.908203
	Iteration 25Q: 3 clusters Score -508697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -508698.281250 Penalty: 2703.908203
	Iteration 26Q: 3 clusters Score -508698.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -508698.843750 Penalty: 2703.908203
	Iteration 27Q: 3 clusters Score -508698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -508698.843750 Penalty: 2703.908203
	Iteration 28F: 3 clusters Score -508698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Entering Unmasked Estep 
Score: -9338134.000000 Penalty: 1818.299194
	Iteration 0F: 2 clusters Score -9338134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -9290416.000000 Penalty: 3636.598389
	Iteration 0F: 3 clusters Score -9290416 nChanged 34412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -9310242.000000 Penalty: 3636.598389
	Iteration 1F: 3 clusters Score -9310242 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -9311088.000000 Penalty: 3636.598389
	Iteration 2Q: 3 clusters Score -9311088 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -9312444.000000 Penalty: 3636.598389
	Iteration 3Q: 3 clusters Score -9312444 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -9314977.000000 Penalty: 3636.598389
	Iteration 4F: 3 clusters Score -9314977 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -9319464.000000 Penalty: 3636.598389
	Iteration 5F: 3 clusters Score -9319464 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -9325673.000000 Penalty: 3636.598389
	Iteration 6F: 3 clusters Score -9325673 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -9331288.000000 Penalty: 3636.598389
	Iteration 7F: 3 clusters Score -9331288 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9334526.000000 Penalty: 3636.598389
	Iteration 8Q: 3 clusters Score -9334526 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9335888.000000 Penalty: 3636.598389
	Iteration 9Q: 3 clusters Score -9335888 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9336298.000000 Penalty: 3636.598389
	Iteration 10Q: 3 clusters Score -9336298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9336453.000000 Penalty: 3636.598389
	Iteration 11Q: 3 clusters Score -9336453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9336506.000000 Penalty: 3636.598389
	Iteration 12Q: 3 clusters Score -9336506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9336543.000000 Penalty: 3636.598389
	Iteration 13Q: 3 clusters Score -9336543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9336571.000000 Penalty: 3636.598389
	Iteration 14Q: 3 clusters Score -9336571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9336576.000000 Penalty: 3636.598389
	Iteration 15Q: 3 clusters Score -9336576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9336594.000000 Penalty: 3636.598389
	Iteration 16Q: 3 clusters Score -9336594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9336603.000000 Penalty: 3636.598389
	Iteration 17Q: 3 clusters Score -9336603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9336602.000000 Penalty: 3636.598389
	Iteration 18Q: 3 clusters Score -9336602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9336607.000000 Penalty: 3636.598389
	Iteration 19Q: 3 clusters Score -9336607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9336607.000000 Penalty: 3636.598389
	Iteration 20F: 3 clusters Score -9336607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9336616.000000 Penalty: 3636.598389
	Iteration 21Q: 3 clusters Score -9336616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9336621.000000 Penalty: 3636.598389
	Iteration 22Q: 3 clusters Score -9336621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9336630.000000 Penalty: 3636.598389
	Iteration 23Q: 3 clusters Score -9336630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9336632.000000 Penalty: 3636.598389
	Iteration 24Q: 3 clusters Score -9336632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9336634.000000 Penalty: 3636.598389
	Iteration 25Q: 3 clusters Score -9336634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9336630.000000 Penalty: 3636.598389
	Iteration 26Q: 3 clusters Score -9336630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9336630.000000 Penalty: 3636.598389
	Iteration 27F: 3 clusters Score -9336630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Entering Unmasked Estep 
Score: -12777149.000000 Penalty: 1870.687744
	Iteration 0F: 2 clusters Score -1.277715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -12712296.000000 Penalty: 3741.375488
	Iteration 0F: 3 clusters Score -1.27123e+07 nChanged 47709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -12739810.000000 Penalty: 3741.375488
	Iteration 1F: 3 clusters Score -1.273981e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -12741049.000000 Penalty: 3741.375488
	Iteration 2Q: 3 clusters Score -1.274105e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -12743080.000000 Penalty: 3741.375488
	Iteration 3Q: 3 clusters Score -1.274308e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -12746499.000000 Penalty: 3741.375488
	Iteration 4F: 3 clusters Score -1.27465e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -12751540.000000 Penalty: 3741.375488
	Iteration 5F: 3 clusters Score -1.275154e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -12758075.000000 Penalty: 3741.375488
	Iteration 6F: 3 clusters Score -1.275808e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -12764231.000000 Penalty: 3741.375488
	Iteration 7F: 3 clusters Score -1.276423e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -12768905.000000 Penalty: 3741.375488
	Iteration 8Q: 3 clusters Score -1.27689e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -12771568.000000 Penalty: 3741.375488
	Iteration 9Q: 3 clusters Score -1.277157e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -12773115.000000 Penalty: 3741.375488
	Iteration 10Q: 3 clusters Score -1.277312e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -12774094.000000 Penalty: 3741.375488
	Iteration 11Q: 3 clusters Score -1.277409e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97217 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -12774673.000000 Penalty: 3741.375488
	Iteration 12Q: 3 clusters Score -1.277467e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -12775047.000000 Penalty: 3741.375488
	Iteration 13Q: 3 clusters Score -1.277505e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98101 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -12775282.000000 Penalty: 3741.375488
	Iteration 14Q: 3 clusters Score -1.277528e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -12775483.000000 Penalty: 3741.375488
	Iteration 15Q: 3 clusters Score -1.277548e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -12775582.000000 Penalty: 3741.375488
	Iteration 16Q: 3 clusters Score -1.277558e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12775673.000000 Penalty: 3741.375488
	Iteration 17Q: 3 clusters Score -1.277567e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12775695.000000 Penalty: 3741.375488
	Iteration 18Q: 3 clusters Score -1.27757e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12775749.000000 Penalty: 3741.375488
	Iteration 19Q: 3 clusters Score -1.277575e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -12775784.000000 Penalty: 3741.375488
	Iteration 20F: 3 clusters Score -1.277578e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12775823.000000 Penalty: 3741.375488
	Iteration 21Q: 3 clusters Score -1.277582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98937 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12775852.000000 Penalty: 3741.375488
	Iteration 22Q: 3 clusters Score -1.277585e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12775854.000000 Penalty: 3741.375488
	Iteration 23Q: 3 clusters Score -1.277585e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12775844.000000 Penalty: 3741.375488
	Iteration 24Q: 3 clusters Score -1.277584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12775856.000000 Penalty: 3741.375488
	Iteration 25Q: 3 clusters Score -1.277586e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99021 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12775849.000000 Penalty: 3741.375488
	Iteration 26Q: 3 clusters Score -1.277585e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99032 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12775859.000000 Penalty: 3741.375488
	Iteration 27Q: 3 clusters Score -1.277586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99045 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12775883.000000 Penalty: 3741.375488
	Iteration 28Q: 3 clusters Score -1.277588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -12775885.000000 Penalty: 3741.375488
	Iteration 29Q: 3 clusters Score -1.277588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99051 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12775888.000000 Penalty: 3741.375488
	Iteration 30Q: 3 clusters Score -1.277589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12775908.000000 Penalty: 3741.375488
	Iteration 31Q: 3 clusters Score -1.277591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12775926.000000 Penalty: 3741.375488
	Iteration 32Q: 3 clusters Score -1.277593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12775916.000000 Penalty: 3741.375488
	Iteration 33Q: 3 clusters Score -1.277592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12775922.000000 Penalty: 3741.375488
	Iteration 34Q: 3 clusters Score -1.277592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12775919.000000 Penalty: 3741.375488
	Iteration 35Q: 3 clusters Score -1.277592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12775920.000000 Penalty: 3741.375488
	Iteration 36Q: 3 clusters Score -1.277592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12775924.000000 Penalty: 3741.375488
	Iteration 37Q: 3 clusters Score -1.277592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12775929.000000 Penalty: 3741.375488
	Iteration 38Q: 3 clusters Score -1.277593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12775926.000000 Penalty: 3741.375488
	Iteration 39Q: 3 clusters Score -1.277593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99064 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12775920.000000 Penalty: 3741.375488
	Iteration 40F: 3 clusters Score -1.277592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12775928.000000 Penalty: 3741.375488
	Iteration 41Q: 3 clusters Score -1.277593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12775925.000000 Penalty: 3741.375488
	Iteration 42Q: 3 clusters Score -1.277592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12775925.000000 Penalty: 3741.375488
	Iteration 43Q: 3 clusters Score -1.277592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12775931.000000 Penalty: 3741.375488
	Iteration 44Q: 3 clusters Score -1.277593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12775931.000000 Penalty: 3741.375488
	Iteration 45Q: 3 clusters Score -1.277593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12775931.000000 Penalty: 3741.375488
	Iteration 46Q: 3 clusters Score -1.277593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12775931.000000 Penalty: 3741.375488
	Iteration 47Q: 3 clusters Score -1.277593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99079 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12775935.000000 Penalty: 3741.375488
	Iteration 48Q: 3 clusters Score -1.277594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12775937.000000 Penalty: 3741.375488
	Iteration 49Q: 3 clusters Score -1.277594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99082 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12775940.000000 Penalty: 3741.375488
	Iteration 50Q: 3 clusters Score -1.277594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99082 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12775935.000000 Penalty: 3741.375488
	Iteration 51Q: 3 clusters Score -1.277594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99083 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12775937.000000 Penalty: 3741.375488
	Iteration 52Q: 3 clusters Score -1.277594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -12775937.000000 Penalty: 3741.375488
	Iteration 53Q: 3 clusters Score -1.277594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12775940.000000 Penalty: 3741.375488
	Iteration 54Q: 3 clusters Score -1.277594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12775946.000000 Penalty: 3741.375488
	Iteration 55Q: 3 clusters Score -1.277595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12775950.000000 Penalty: 3741.375488
	Iteration 56Q: 3 clusters Score -1.277595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12775945.000000 Penalty: 3741.375488
	Iteration 57Q: 3 clusters Score -1.277594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99094 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12775943.000000 Penalty: 3741.375488
	Iteration 58Q: 3 clusters Score -1.277594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99094 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12775941.000000 Penalty: 3741.375488
	Iteration 59Q: 3 clusters Score -1.277594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12775946.000000 Penalty: 3741.375488
	Iteration 60F: 3 clusters Score -1.277595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12775950.000000 Penalty: 3741.375488
	Iteration 61Q: 3 clusters Score -1.277595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12775944.000000 Penalty: 3741.375488
	Iteration 62Q: 3 clusters Score -1.277594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12775955.000000 Penalty: 3741.375488
	Iteration 63Q: 3 clusters Score -1.277596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12775949.000000 Penalty: 3741.375488
	Iteration 64Q: 3 clusters Score -1.277595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12775953.000000 Penalty: 3741.375488
	Iteration 65Q: 3 clusters Score -1.277595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12775953.000000 Penalty: 3741.375488
	Iteration 66F: 3 clusters Score -1.277595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Entering Unmasked Estep 
Score: -6516239.500000 Penalty: 1760.380249
	Iteration 0F: 2 clusters Score -6516240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -6482489.500000 Penalty: 3520.760498
	Iteration 0F: 3 clusters Score -6482490 nChanged 23796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -6495812.000000 Penalty: 3520.760498
	Iteration 1F: 3 clusters Score -6495812 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -6496521.000000 Penalty: 3520.760498
	Iteration 2Q: 3 clusters Score -6496521 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -6497600.500000 Penalty: 3520.760498
	Iteration 3Q: 3 clusters Score -6497600 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -6499231.500000 Penalty: 3520.760498
	Iteration 4F: 3 clusters Score -6499232 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -6501873.000000 Penalty: 3520.760498
	Iteration 5F: 3 clusters Score -6501873 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -6505636.500000 Penalty: 3520.760498
	Iteration 6F: 3 clusters Score -6505636 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -6509576.000000 Penalty: 3520.760498
	Iteration 7F: 3 clusters Score -6509576 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6512268.500000 Penalty: 3520.760498
	Iteration 8F: 3 clusters Score -6512268 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6513657.500000 Penalty: 3520.760498
	Iteration 9Q: 3 clusters Score -6513658 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6514313.500000 Penalty: 3520.760498
	Iteration 10Q: 3 clusters Score -6514314 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6514532.000000 Penalty: 3520.760498
	Iteration 11Q: 3 clusters Score -6514532 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6514595.000000 Penalty: 3520.760498
	Iteration 12Q: 3 clusters Score -6514595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6514646.500000 Penalty: 3520.760498
	Iteration 13Q: 3 clusters Score -6514646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6514689.500000 Penalty: 3520.760498
	Iteration 14Q: 3 clusters Score -6514690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6514709.500000 Penalty: 3520.760498
	Iteration 15Q: 3 clusters Score -6514710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6514716.000000 Penalty: 3520.760498
	Iteration 16Q: 3 clusters Score -6514716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6514732.500000 Penalty: 3520.760498
	Iteration 17Q: 3 clusters Score -6514732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6514744.500000 Penalty: 3520.760498
	Iteration 18Q: 3 clusters Score -6514744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6514743.000000 Penalty: 3520.760498
	Iteration 19Q: 3 clusters Score -6514743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6514751.500000 Penalty: 3520.760498
	Iteration 20F: 3 clusters Score -6514752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6514757.500000 Penalty: 3520.760498
	Iteration 21Q: 3 clusters Score -6514758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6514766.000000 Penalty: 3520.760498
	Iteration 22Q: 3 clusters Score -6514766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6514762.000000 Penalty: 3520.760498
	Iteration 23Q: 3 clusters Score -6514762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6514762.000000 Penalty: 3520.760498
	Iteration 24F: 3 clusters Score -6514762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -46245.761719 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -46245.76 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 206 members 
Entering Unmasked Estep 
Score: -45343.515625 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -45343.52 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45573.507812 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -45573.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45685.445312 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -45685.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45731.714844 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -45731.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45765.027344 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -45765.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45770.234375 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -45770.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45774.921875 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -45774.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45781.679688 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -45781.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45786.750000 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -45786.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45793.496094 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -45793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45802.519531 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -45802.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45817.976562 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -45817.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45825.187500 Penalty: 1966.163452
	Iteration 12Q: 3 clusters Score -45825.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45825.187500 Penalty: 1966.163452
	Iteration 13F: 3 clusters Score -45825.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -80981.328125 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -80981.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79886.320312 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -79886.32 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80116.445312 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -80116.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80163.390625 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -80163.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80196.578125 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -80196.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80226.789062 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -80226.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80243.039062 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -80243.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80249.476562 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -80249.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80260.367188 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -80260.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80272.585938 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -80272.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80302.226562 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -80302.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80333.570312 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -80333.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80351.031250 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -80351.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80370.304688 Penalty: 2142.293945
	Iteration 12Q: 3 clusters Score -80370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80373.906250 Penalty: 2142.293945
	Iteration 13Q: 3 clusters Score -80373.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80377.132812 Penalty: 2142.293945
	Iteration 14Q: 3 clusters Score -80377.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80381.398438 Penalty: 2142.293945
	Iteration 15Q: 3 clusters Score -80381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80383.359375 Penalty: 2142.293945
	Iteration 16Q: 3 clusters Score -80383.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80384.359375 Penalty: 2142.293945
	Iteration 17Q: 3 clusters Score -80384.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80384.359375 Penalty: 2142.293945
	Iteration 18F: 3 clusters Score -80384.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Entering Unmasked Estep 
Score: -2020139.000000 Penalty: 1574.501709
	Iteration 0F: 2 clusters Score -2020139 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 8106 members 
Entering Unmasked Estep 
Score: -2008970.250000 Penalty: 3149.003418
	Iteration 0F: 3 clusters Score -2008970 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2012885.000000 Penalty: 3149.003418
	Iteration 1F: 3 clusters Score -2012885 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2013146.250000 Penalty: 3149.003418
	Iteration 2F: 3 clusters Score -2013146 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2013370.500000 Penalty: 3149.003418
	Iteration 3Q: 3 clusters Score -2013370 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2013572.000000 Penalty: 3149.003418
	Iteration 4Q: 3 clusters Score -2013572 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2013769.000000 Penalty: 3149.003418
	Iteration 5Q: 3 clusters Score -2013769 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2013964.625000 Penalty: 3149.003418
	Iteration 6Q: 3 clusters Score -2013965 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2014186.125000 Penalty: 3149.003418
	Iteration 7Q: 3 clusters Score -2014186 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2014578.625000 Penalty: 3149.003418
	Iteration 8Q: 3 clusters Score -2014579 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2015258.500000 Penalty: 3149.003418
	Iteration 9F: 3 clusters Score -2015258 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2016028.625000 Penalty: 3149.003418
	Iteration 10F: 3 clusters Score -2016029 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2016733.625000 Penalty: 3149.003418
	Iteration 11F: 3 clusters Score -2016734 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2017270.500000 Penalty: 3149.003418
	Iteration 12F: 3 clusters Score -2017270 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2017758.000000 Penalty: 3149.003418
	Iteration 13Q: 3 clusters Score -2017758 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2018163.750000 Penalty: 3149.003418
	Iteration 14Q: 3 clusters Score -2018164 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2018516.500000 Penalty: 3149.003418
	Iteration 15Q: 3 clusters Score -2018516 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2018837.375000 Penalty: 3149.003418
	Iteration 16Q: 3 clusters Score -2018837 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2019186.000000 Penalty: 3149.003418
	Iteration 17Q: 3 clusters Score -2019186 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2019521.125000 Penalty: 3149.003418
	Iteration 18Q: 3 clusters Score -2019521 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2019692.750000 Penalty: 3149.003418
	Iteration 19Q: 3 clusters Score -2019693 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2019801.500000 Penalty: 3149.003418
	Iteration 20F: 3 clusters Score -2019802 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2019868.750000 Penalty: 3149.003418
	Iteration 21Q: 3 clusters Score -2019869 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2019907.625000 Penalty: 3149.003418
	Iteration 22Q: 3 clusters Score -2019908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2019939.750000 Penalty: 3149.003418
	Iteration 23Q: 3 clusters Score -2019940 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2019968.750000 Penalty: 3149.003418
	Iteration 24Q: 3 clusters Score -2019969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2019992.500000 Penalty: 3149.003418
	Iteration 25Q: 3 clusters Score -2019992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2020012.125000 Penalty: 3149.003418
	Iteration 26Q: 3 clusters Score -2020012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2020016.500000 Penalty: 3149.003418
	Iteration 27Q: 3 clusters Score -2020016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2020026.750000 Penalty: 3149.003418
	Iteration 28Q: 3 clusters Score -2020027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2020031.000000 Penalty: 3149.003418
	Iteration 29Q: 3 clusters Score -2020031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2020038.500000 Penalty: 3149.003418
	Iteration 30Q: 3 clusters Score -2020038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2020046.000000 Penalty: 3149.003418
	Iteration 31Q: 3 clusters Score -2020046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2020052.000000 Penalty: 3149.003418
	Iteration 32Q: 3 clusters Score -2020052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2020055.500000 Penalty: 3149.003418
	Iteration 33Q: 3 clusters Score -2020056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2020054.000000 Penalty: 3149.003418
	Iteration 34Q: 3 clusters Score -2020054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2020059.000000 Penalty: 3149.003418
	Iteration 35Q: 3 clusters Score -2020059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2020058.250000 Penalty: 3149.003418
	Iteration 36Q: 3 clusters Score -2020058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2020059.375000 Penalty: 3149.003418
	Iteration 37Q: 3 clusters Score -2020059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2020061.375000 Penalty: 3149.003418
	Iteration 38Q: 3 clusters Score -2020061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2020060.500000 Penalty: 3149.003418
	Iteration 39Q: 3 clusters Score -2020060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2020064.625000 Penalty: 3149.003418
	Iteration 40F: 3 clusters Score -2020065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2020065.250000 Penalty: 3149.003418
	Iteration 41Q: 3 clusters Score -2020065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2020063.875000 Penalty: 3149.003418
	Iteration 42Q: 3 clusters Score -2020064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2020063.875000 Penalty: 3149.003418
	Iteration 43F: 3 clusters Score -2020064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Entering Unmasked Estep 
Score: -1464297.875000 Penalty: 1518.995483
	Iteration 0F: 2 clusters Score -1464298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1456191.125000 Penalty: 3037.990967
	Iteration 0F: 3 clusters Score -1456191 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1458833.375000 Penalty: 3037.990967
	Iteration 1F: 3 clusters Score -1458833 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1459120.500000 Penalty: 3037.990967
	Iteration 2F: 3 clusters Score -1459120 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1459387.375000 Penalty: 3037.990967
	Iteration 3F: 3 clusters Score -1459387 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1459640.000000 Penalty: 3037.990967
	Iteration 4Q: 3 clusters Score -1459640 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1459889.750000 Penalty: 3037.990967
	Iteration 5Q: 3 clusters Score -1459890 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1460169.000000 Penalty: 3037.990967
	Iteration 6Q: 3 clusters Score -1460169 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1460478.125000 Penalty: 3037.990967
	Iteration 7Q: 3 clusters Score -1460478 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1460822.125000 Penalty: 3037.990967
	Iteration 8Q: 3 clusters Score -1460822 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1461199.875000 Penalty: 3037.990967
	Iteration 9Q: 3 clusters Score -1461200 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1461586.875000 Penalty: 3037.990967
	Iteration 10Q: 3 clusters Score -1461587 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1461962.250000 Penalty: 3037.990967
	Iteration 11Q: 3 clusters Score -1461962 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1462249.125000 Penalty: 3037.990967
	Iteration 12Q: 3 clusters Score -1462249 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1462454.875000 Penalty: 3037.990967
	Iteration 13Q: 3 clusters Score -1462455 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1462577.375000 Penalty: 3037.990967
	Iteration 14Q: 3 clusters Score -1462577 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1462657.125000 Penalty: 3037.990967
	Iteration 15Q: 3 clusters Score -1462657 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1462709.625000 Penalty: 3037.990967
	Iteration 16Q: 3 clusters Score -1462710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1462757.500000 Penalty: 3037.990967
	Iteration 17Q: 3 clusters Score -1462758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1462799.000000 Penalty: 3037.990967
	Iteration 18Q: 3 clusters Score -1462799 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1462824.875000 Penalty: 3037.990967
	Iteration 19Q: 3 clusters Score -1462825 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1462842.750000 Penalty: 3037.990967
	Iteration 20F: 3 clusters Score -1462843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1462862.500000 Penalty: 3037.990967
	Iteration 21Q: 3 clusters Score -1462862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1462874.875000 Penalty: 3037.990967
	Iteration 22Q: 3 clusters Score -1462875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1462888.375000 Penalty: 3037.990967
	Iteration 23Q: 3 clusters Score -1462888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1462899.750000 Penalty: 3037.990967
	Iteration 24Q: 3 clusters Score -1462900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1462907.250000 Penalty: 3037.990967
	Iteration 25Q: 3 clusters Score -1462907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1462913.500000 Penalty: 3037.990967
	Iteration 26Q: 3 clusters Score -1462914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1462923.375000 Penalty: 3037.990967
	Iteration 27Q: 3 clusters Score -1462923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1462928.875000 Penalty: 3037.990967
	Iteration 28Q: 3 clusters Score -1462929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1462937.375000 Penalty: 3037.990967
	Iteration 29Q: 3 clusters Score -1462937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1462940.625000 Penalty: 3037.990967
	Iteration 30Q: 3 clusters Score -1462941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1462946.000000 Penalty: 3037.990967
	Iteration 31Q: 3 clusters Score -1462946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1462952.875000 Penalty: 3037.990967
	Iteration 32Q: 3 clusters Score -1462953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1462959.750000 Penalty: 3037.990967
	Iteration 33Q: 3 clusters Score -1462960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1462960.500000 Penalty: 3037.990967
	Iteration 34Q: 3 clusters Score -1462960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1462967.375000 Penalty: 3037.990967
	Iteration 35Q: 3 clusters Score -1462967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1462977.875000 Penalty: 3037.990967
	Iteration 36Q: 3 clusters Score -1462978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1462983.750000 Penalty: 3037.990967
	Iteration 37Q: 3 clusters Score -1462984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1462983.750000 Penalty: 3037.990967
	Iteration 38Q: 3 clusters Score -1462984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1462987.625000 Penalty: 3037.990967
	Iteration 39Q: 3 clusters Score -1462988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1462989.375000 Penalty: 3037.990967
	Iteration 40F: 3 clusters Score -1462989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1462989.375000 Penalty: 3037.990967
	Iteration 41Q: 3 clusters Score -1462989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1462991.125000 Penalty: 3037.990967
	Iteration 42Q: 3 clusters Score -1462991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1462992.125000 Penalty: 3037.990967
	Iteration 43Q: 3 clusters Score -1462992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1462992.125000 Penalty: 3037.990967
	Iteration 44F: 3 clusters Score -1462992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (90591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Entering Unmasked Estep 
Score: -11634546.000000 Penalty: 1854.792847
	Iteration 0F: 2 clusters Score -1.163455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -11576046.000000 Penalty: 3709.585693
	Iteration 0F: 3 clusters Score -1.157605e+07 nChanged 43343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -11601237.000000 Penalty: 3709.585693
	Iteration 1F: 3 clusters Score -1.160124e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -11602339.000000 Penalty: 3709.585693
	Iteration 2Q: 3 clusters Score -1.160234e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -11603813.000000 Penalty: 3709.585693
	Iteration 3Q: 3 clusters Score -1.160381e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -11606397.000000 Penalty: 3709.585693
	Iteration 4F: 3 clusters Score -1.16064e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -11610708.000000 Penalty: 3709.585693
	Iteration 5F: 3 clusters Score -1.161071e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -11617081.000000 Penalty: 3709.585693
	Iteration 6F: 3 clusters Score -1.161708e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -11623796.000000 Penalty: 3709.585693
	Iteration 7F: 3 clusters Score -1.16238e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -11628715.000000 Penalty: 3709.585693
	Iteration 8F: 3 clusters Score -1.162872e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -11631261.000000 Penalty: 3709.585693
	Iteration 9Q: 3 clusters Score -1.163126e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -11632275.000000 Penalty: 3709.585693
	Iteration 10Q: 3 clusters Score -1.163228e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -11632662.000000 Penalty: 3709.585693
	Iteration 11Q: 3 clusters Score -1.163266e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -11632795.000000 Penalty: 3709.585693
	Iteration 12Q: 3 clusters Score -1.16328e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -11632881.000000 Penalty: 3709.585693
	Iteration 13Q: 3 clusters Score -1.163288e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -11632913.000000 Penalty: 3709.585693
	Iteration 14Q: 3 clusters Score -1.163291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -11632938.000000 Penalty: 3709.585693
	Iteration 15Q: 3 clusters Score -1.163294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -11632941.000000 Penalty: 3709.585693
	Iteration 16Q: 3 clusters Score -1.163294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 90310 members 
Entering Unmasked Estep 
Score: -11632945.000000 Penalty: 3709.585693
	Iteration 17Q: 3 clusters Score -1.163294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -11632948.000000 Penalty: 3709.585693
	Iteration 18Q: 3 clusters Score -1.163295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -11632952.000000 Penalty: 3709.585693
	Iteration 19Q: 3 clusters Score -1.163295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -11632954.000000 Penalty: 3709.585693
	Iteration 20F: 3 clusters Score -1.163295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -11632952.000000 Penalty: 3709.585693
	Iteration 21Q: 3 clusters Score -1.163295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -11632955.000000 Penalty: 3709.585693
	Iteration 22Q: 3 clusters Score -1.163296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -11632955.000000 Penalty: 3709.585693
	Iteration 23F: 3 clusters Score -1.163296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -37488.839844 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -37488.84 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 248 members 
Entering Unmasked Estep 
Score: -36565.410156 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -36565.41 nChanged 142
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: -37050.000000 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -37050 nChanged 64
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: -37309.589844 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -37309.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37526.476562 Penalty: 1997.557007
	Iteration 3F: 3 clusters Score -37526.48 nChanged 31
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: -37675.203125 Penalty: 1997.557007
	Iteration 4F: 3 clusters Score -37675.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37771.886719 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -37771.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37842.859375 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -37842.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37933.644531 Penalty: 1997.557007
	Iteration 7Q: 3 clusters Score -37933.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38025.507812 Penalty: 1997.557007
	Iteration 8Q: 3 clusters Score -38025.51 nChanged 5
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: -38058.089844 Penalty: 1997.557007
	Iteration 9Q: 3 clusters Score -38058.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38074.523438 Penalty: 1997.557007
	Iteration 10Q: 3 clusters Score -38074.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38075.402344 Penalty: 1997.557007
	Iteration 11Q: 3 clusters Score -38075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38084.808594 Penalty: 1997.557007
	Iteration 12Q: 3 clusters Score -38084.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38094.246094 Penalty: 1997.557007
	Iteration 13Q: 3 clusters Score -38094.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38103.816406 Penalty: 1997.557007
	Iteration 14Q: 3 clusters Score -38103.82 nChanged 1
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: -38108.710938 Penalty: 1997.557007
	Iteration 15Q: 3 clusters Score -38108.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38109.738281 Penalty: 1997.557007
	Iteration 16Q: 3 clusters Score -38109.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38110.769531 Penalty: 1997.557007
	Iteration 17F: 3 clusters Score -38110.77 nChanged 2
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: -38128.410156 Penalty: 1997.557007
	Iteration 18Q: 3 clusters Score -38128.41 nChanged 2
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: -38150.273438 Penalty: 1997.557007
	Iteration 19Q: 3 clusters Score -38150.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38162.921875 Penalty: 1997.557007
	Iteration 20F: 3 clusters Score -38162.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38163.746094 Penalty: 1997.557007
	Iteration 21Q: 3 clusters Score -38163.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38163.746094 Penalty: 1997.557007
	Iteration 22F: 3 clusters Score -38163.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72369 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 11472 members 
Mstep: Class 9 contains 90591 members 
Mstep: Class 10 contains 278 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 18545 members 
Mstep: Class 13 contains 80244 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101900 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 353 members 
Entering Unmasked Estep 
Score: -69526200.000000 Penalty: 36521.828125
Splitting cluster 10 changes total score from -69526648.000000 to -69526200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (18545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Entering Unmasked Estep 
Score: -2399319.000000 Penalty: 1597.042725
	Iteration 0F: 2 clusters Score -2399319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2386677.500000 Penalty: 3194.085449
	Iteration 0F: 3 clusters Score -2386678 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2391202.750000 Penalty: 3194.085449
	Iteration 1F: 3 clusters Score -2391203 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2391737.500000 Penalty: 3194.085449
	Iteration 2F: 3 clusters Score -2391738 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2392454.500000 Penalty: 3194.085449
	Iteration 3F: 3 clusters Score -2392454 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2393352.500000 Penalty: 3194.085449
	Iteration 4F: 3 clusters Score -2393352 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2394426.750000 Penalty: 3194.085449
	Iteration 5F: 3 clusters Score -2394427 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2395519.250000 Penalty: 3194.085449
	Iteration 6F: 3 clusters Score -2395519 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2396469.250000 Penalty: 3194.085449
	Iteration 7F: 3 clusters Score -2396469 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2397153.250000 Penalty: 3194.085449
	Iteration 8Q: 3 clusters Score -2397153 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2397457.000000 Penalty: 3194.085449
	Iteration 9Q: 3 clusters Score -2397457 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2397595.500000 Penalty: 3194.085449
	Iteration 10Q: 3 clusters Score -2397596 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2397677.000000 Penalty: 3194.085449
	Iteration 11Q: 3 clusters Score -2397677 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2397721.000000 Penalty: 3194.085449
	Iteration 12Q: 3 clusters Score -2397721 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2397770.000000 Penalty: 3194.085449
	Iteration 13Q: 3 clusters Score -2397770 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2397792.000000 Penalty: 3194.085449
	Iteration 14Q: 3 clusters Score -2397792 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2397834.500000 Penalty: 3194.085449
	Iteration 15Q: 3 clusters Score -2397834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2397860.750000 Penalty: 3194.085449
	Iteration 16Q: 3 clusters Score -2397861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2397886.000000 Penalty: 3194.085449
	Iteration 17Q: 3 clusters Score -2397886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2397901.750000 Penalty: 3194.085449
	Iteration 18Q: 3 clusters Score -2397902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2397922.000000 Penalty: 3194.085449
	Iteration 19Q: 3 clusters Score -2397922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2397941.000000 Penalty: 3194.085449
	Iteration 20F: 3 clusters Score -2397941 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2397950.000000 Penalty: 3194.085449
	Iteration 21Q: 3 clusters Score -2397950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2397958.500000 Penalty: 3194.085449
	Iteration 22Q: 3 clusters Score -2397958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2397955.500000 Penalty: 3194.085449
	Iteration 23Q: 3 clusters Score -2397956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2397969.500000 Penalty: 3194.085449
	Iteration 24Q: 3 clusters Score -2397970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2397974.000000 Penalty: 3194.085449
	Iteration 25Q: 3 clusters Score -2397974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2397984.250000 Penalty: 3194.085449
	Iteration 26Q: 3 clusters Score -2397984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2397991.750000 Penalty: 3194.085449
	Iteration 27Q: 3 clusters Score -2397992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2397999.250000 Penalty: 3194.085449
	Iteration 28Q: 3 clusters Score -2397999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2398009.750000 Penalty: 3194.085449
	Iteration 29Q: 3 clusters Score -2398010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2398018.750000 Penalty: 3194.085449
	Iteration 30Q: 3 clusters Score -2398019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2398021.500000 Penalty: 3194.085449
	Iteration 31Q: 3 clusters Score -2398022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2398027.500000 Penalty: 3194.085449
	Iteration 32Q: 3 clusters Score -2398028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2398040.750000 Penalty: 3194.085449
	Iteration 33Q: 3 clusters Score -2398041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2398049.750000 Penalty: 3194.085449
	Iteration 34Q: 3 clusters Score -2398050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2398052.750000 Penalty: 3194.085449
	Iteration 35Q: 3 clusters Score -2398053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2398059.000000 Penalty: 3194.085449
	Iteration 36Q: 3 clusters Score -2398059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2398063.250000 Penalty: 3194.085449
	Iteration 37Q: 3 clusters Score -2398063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2398065.000000 Penalty: 3194.085449
	Iteration 38Q: 3 clusters Score -2398065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2398064.500000 Penalty: 3194.085449
	Iteration 39Q: 3 clusters Score -2398064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2398070.750000 Penalty: 3194.085449
	Iteration 40F: 3 clusters Score -2398071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2398071.750000 Penalty: 3194.085449
	Iteration 41Q: 3 clusters Score -2398072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2398077.250000 Penalty: 3194.085449
	Iteration 42Q: 3 clusters Score -2398077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2398079.750000 Penalty: 3194.085449
	Iteration 43Q: 3 clusters Score -2398080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2398082.750000 Penalty: 3194.085449
	Iteration 44Q: 3 clusters Score -2398083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2398081.500000 Penalty: 3194.085449
	Iteration 45Q: 3 clusters Score -2398082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2398084.000000 Penalty: 3194.085449
	Iteration 46Q: 3 clusters Score -2398084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2398084.250000 Penalty: 3194.085449
	Iteration 47Q: 3 clusters Score -2398084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2398087.750000 Penalty: 3194.085449
	Iteration 48Q: 3 clusters Score -2398088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2398086.500000 Penalty: 3194.085449
	Iteration 49Q: 3 clusters Score -2398086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2398086.250000 Penalty: 3194.085449
	Iteration 50Q: 3 clusters Score -2398086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2398086.500000 Penalty: 3194.085449
	Iteration 51Q: 3 clusters Score -2398086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2398085.500000 Penalty: 3194.085449
	Iteration 52Q: 3 clusters Score -2398086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2398085.000000 Penalty: 3194.085449
	Iteration 53Q: 3 clusters Score -2398085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2398085.250000 Penalty: 3194.085449
	Iteration 54Q: 3 clusters Score -2398085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2398088.750000 Penalty: 3194.085449
	Iteration 55Q: 3 clusters Score -2398089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2398085.500000 Penalty: 3194.085449
	Iteration 56Q: 3 clusters Score -2398086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2398083.250000 Penalty: 3194.085449
	Iteration 57Q: 3 clusters Score -2398083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2398088.000000 Penalty: 3194.085449
	Iteration 58Q: 3 clusters Score -2398088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2398088.000000 Penalty: 3194.085449
	Iteration 59Q: 3 clusters Score -2398088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2398088.750000 Penalty: 3194.085449
	Iteration 60F: 3 clusters Score -2398089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2398092.250000 Penalty: 3194.085449
	Iteration 61Q: 3 clusters Score -2398092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2398092.000000 Penalty: 3194.085449
	Iteration 62Q: 3 clusters Score -2398092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2398091.750000 Penalty: 3194.085449
	Iteration 63Q: 3 clusters Score -2398092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2398091.250000 Penalty: 3194.085449
	Iteration 64Q: 3 clusters Score -2398091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2398090.750000 Penalty: 3194.085449
	Iteration 65Q: 3 clusters Score -2398091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2398090.750000 Penalty: 3194.085449
	Iteration 66F: 3 clusters Score -2398091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Entering Unmasked Estep 
Score: -10335726.000000 Penalty: 1835.084473
	Iteration 0F: 2 clusters Score -1.033573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -10283489.000000 Penalty: 3670.168945
	Iteration 0F: 3 clusters Score -1.028349e+07 nChanged 37908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -10305415.000000 Penalty: 3670.168945
	Iteration 1F: 3 clusters Score -1.030542e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -10305917.000000 Penalty: 3670.168945
	Iteration 2Q: 3 clusters Score -1.030592e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -10306647.000000 Penalty: 3670.168945
	Iteration 3Q: 3 clusters Score -1.030665e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -10307427.000000 Penalty: 3670.168945
	Iteration 4Q: 3 clusters Score -1.030743e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -10308485.000000 Penalty: 3670.168945
	Iteration 5Q: 3 clusters Score -1.030848e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -10310161.000000 Penalty: 3670.168945
	Iteration 6Q: 3 clusters Score -1.031016e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -10312523.000000 Penalty: 3670.168945
	Iteration 7F: 3 clusters Score -1.031252e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -10315998.000000 Penalty: 3670.168945
	Iteration 8F: 3 clusters Score -1.0316e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -10319868.000000 Penalty: 3670.168945
	Iteration 9F: 3 clusters Score -1.031987e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -10323111.000000 Penalty: 3670.168945
	Iteration 10F: 3 clusters Score -1.032311e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -10324905.000000 Penalty: 3670.168945
	Iteration 11Q: 3 clusters Score -1.03249e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -10326182.000000 Penalty: 3670.168945
	Iteration 12Q: 3 clusters Score -1.032618e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -10327001.000000 Penalty: 3670.168945
	Iteration 13Q: 3 clusters Score -1.0327e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -10327806.000000 Penalty: 3670.168945
	Iteration 14Q: 3 clusters Score -1.032781e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -10328597.000000 Penalty: 3670.168945
	Iteration 15Q: 3 clusters Score -1.03286e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -10329397.000000 Penalty: 3670.168945
	Iteration 16Q: 3 clusters Score -1.03294e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -10330116.000000 Penalty: 3670.168945
	Iteration 17Q: 3 clusters Score -1.033012e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -10330668.000000 Penalty: 3670.168945
	Iteration 18Q: 3 clusters Score -1.033067e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -10331214.000000 Penalty: 3670.168945
	Iteration 19Q: 3 clusters Score -1.033121e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -10331862.000000 Penalty: 3670.168945
	Iteration 20F: 3 clusters Score -1.033186e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -10332374.000000 Penalty: 3670.168945
	Iteration 21Q: 3 clusters Score -1.033237e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -10332843.000000 Penalty: 3670.168945
	Iteration 22Q: 3 clusters Score -1.033284e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -10333245.000000 Penalty: 3670.168945
	Iteration 23Q: 3 clusters Score -1.033324e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -10333548.000000 Penalty: 3670.168945
	Iteration 24Q: 3 clusters Score -1.033355e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -10333796.000000 Penalty: 3670.168945
	Iteration 25Q: 3 clusters Score -1.03338e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -10333976.000000 Penalty: 3670.168945
	Iteration 26Q: 3 clusters Score -1.033398e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78644 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -10334067.000000 Penalty: 3670.168945
	Iteration 27Q: 3 clusters Score -1.033407e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -10334143.000000 Penalty: 3670.168945
	Iteration 28Q: 3 clusters Score -1.033414e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10334229.000000 Penalty: 3670.168945
	Iteration 29Q: 3 clusters Score -1.033423e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10334254.000000 Penalty: 3670.168945
	Iteration 30Q: 3 clusters Score -1.033425e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10334294.000000 Penalty: 3670.168945
	Iteration 31Q: 3 clusters Score -1.033429e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10334297.000000 Penalty: 3670.168945
	Iteration 32Q: 3 clusters Score -1.03343e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10334309.000000 Penalty: 3670.168945
	Iteration 33Q: 3 clusters Score -1.033431e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10334338.000000 Penalty: 3670.168945
	Iteration 34Q: 3 clusters Score -1.033434e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10334329.000000 Penalty: 3670.168945
	Iteration 35Q: 3 clusters Score -1.033433e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10334360.000000 Penalty: 3670.168945
	Iteration 36Q: 3 clusters Score -1.033436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10334364.000000 Penalty: 3670.168945
	Iteration 37Q: 3 clusters Score -1.033436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10334362.000000 Penalty: 3670.168945
	Iteration 38Q: 3 clusters Score -1.033436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10334360.000000 Penalty: 3670.168945
	Iteration 39Q: 3 clusters Score -1.033436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10334369.000000 Penalty: 3670.168945
	Iteration 40F: 3 clusters Score -1.033437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10334367.000000 Penalty: 3670.168945
	Iteration 41Q: 3 clusters Score -1.033437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10334370.000000 Penalty: 3670.168945
	Iteration 42Q: 3 clusters Score -1.033437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10334375.000000 Penalty: 3670.168945
	Iteration 43Q: 3 clusters Score -1.033438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10334368.000000 Penalty: 3670.168945
	Iteration 44Q: 3 clusters Score -1.033437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10334384.000000 Penalty: 3670.168945
	Iteration 45Q: 3 clusters Score -1.033438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10334381.000000 Penalty: 3670.168945
	Iteration 46Q: 3 clusters Score -1.033438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10334376.000000 Penalty: 3670.168945
	Iteration 47Q: 3 clusters Score -1.033438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10334383.000000 Penalty: 3670.168945
	Iteration 48Q: 3 clusters Score -1.033438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10334379.000000 Penalty: 3670.168945
	Iteration 49Q: 3 clusters Score -1.033438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10334382.000000 Penalty: 3670.168945
	Iteration 50Q: 3 clusters Score -1.033438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10334382.000000 Penalty: 3670.168945
	Iteration 51F: 3 clusters Score -1.033438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -40864.812500 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -40864.81 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 180 members 
Entering Unmasked Estep 
Score: -39964.988281 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -39964.99 nChanged 85
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: -40168.347656 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -40168.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40235.347656 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -40235.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40272.906250 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -40272.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40320.050781 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -40320.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40374.378906 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -40374.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40423.195312 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -40423.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40456.500000 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -40456.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40494.617188 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -40494.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40500.613281 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -40500.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40503.742188 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -40503.74 nChanged 1
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: -40504.914062 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -40504.91 nChanged 0
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: -40504.914062 Penalty: 1930.555664
	Iteration 12F: 3 clusters Score -40504.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101900 members 
Entering Unmasked Estep 
Score: -13082168.000000 Penalty: 1873.908813
	Iteration 0F: 2 clusters Score -1.308217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -13015460.000000 Penalty: 3747.817627
	Iteration 0F: 3 clusters Score -1.301546e+07 nChanged 48688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -13043816.000000 Penalty: 3747.817627
	Iteration 1F: 3 clusters Score -1.304382e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -13045201.000000 Penalty: 3747.817627
	Iteration 2Q: 3 clusters Score -1.30452e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -13047692.000000 Penalty: 3747.817627
	Iteration 3F: 3 clusters Score -1.304769e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -13052224.000000 Penalty: 3747.817627
	Iteration 4F: 3 clusters Score -1.305222e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -13059331.000000 Penalty: 3747.817627
	Iteration 5F: 3 clusters Score -1.305933e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -13067543.000000 Penalty: 3747.817627
	Iteration 6F: 3 clusters Score -1.306754e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -13074170.000000 Penalty: 3747.817627
	Iteration 7F: 3 clusters Score -1.307417e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -13077777.000000 Penalty: 3747.817627
	Iteration 8Q: 3 clusters Score -1.307778e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13079433.000000 Penalty: 3747.817627
	Iteration 9Q: 3 clusters Score -1.307943e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13080072.000000 Penalty: 3747.817627
	Iteration 10Q: 3 clusters Score -1.308007e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101605 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -13080319.000000 Penalty: 3747.817627
	Iteration 11Q: 3 clusters Score -1.308032e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13080402.000000 Penalty: 3747.817627
	Iteration 12Q: 3 clusters Score -1.30804e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101697 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13080437.000000 Penalty: 3747.817627
	Iteration 13Q: 3 clusters Score -1.308044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13080454.000000 Penalty: 3747.817627
	Iteration 14Q: 3 clusters Score -1.308045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13080473.000000 Penalty: 3747.817627
	Iteration 15Q: 3 clusters Score -1.308047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101722 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13080481.000000 Penalty: 3747.817627
	Iteration 16Q: 3 clusters Score -1.308048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13080496.000000 Penalty: 3747.817627
	Iteration 17Q: 3 clusters Score -1.30805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13080499.000000 Penalty: 3747.817627
	Iteration 18Q: 3 clusters Score -1.30805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13080494.000000 Penalty: 3747.817627
	Iteration 19Q: 3 clusters Score -1.308049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13080505.000000 Penalty: 3747.817627
	Iteration 20F: 3 clusters Score -1.30805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13080505.000000 Penalty: 3747.817627
	Iteration 21Q: 3 clusters Score -1.30805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13080502.000000 Penalty: 3747.817627
	Iteration 22Q: 3 clusters Score -1.30805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13080510.000000 Penalty: 3747.817627
	Iteration 23Q: 3 clusters Score -1.308051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13080510.000000 Penalty: 3747.817627
	Iteration 24F: 3 clusters Score -1.308051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Entering Unmasked Estep 
Score: -387060.500000 Penalty: 1311.928101
	Iteration 0F: 2 clusters Score -387060.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -384181.593750 Penalty: 2623.856201
	Iteration 0F: 3 clusters Score -384181.6 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -384878.031250 Penalty: 2623.856201
	Iteration 1F: 3 clusters Score -384878 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -385028.843750 Penalty: 2623.856201
	Iteration 2F: 3 clusters Score -385028.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -385116.812500 Penalty: 2623.856201
	Iteration 3Q: 3 clusters Score -385116.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -385176.000000 Penalty: 2623.856201
	Iteration 4Q: 3 clusters Score -385176 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -385223.562500 Penalty: 2623.856201
	Iteration 5Q: 3 clusters Score -385223.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -385259.375000 Penalty: 2623.856201
	Iteration 6Q: 3 clusters Score -385259.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -385303.687500 Penalty: 2623.856201
	Iteration 7Q: 3 clusters Score -385303.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -385348.906250 Penalty: 2623.856201
	Iteration 8Q: 3 clusters Score -385348.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -385396.125000 Penalty: 2623.856201
	Iteration 9Q: 3 clusters Score -385396.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -385441.125000 Penalty: 2623.856201
	Iteration 10Q: 3 clusters Score -385441.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -385475.406250 Penalty: 2623.856201
	Iteration 11Q: 3 clusters Score -385475.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -385507.625000 Penalty: 2623.856201
	Iteration 12Q: 3 clusters Score -385507.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -385542.281250 Penalty: 2623.856201
	Iteration 13Q: 3 clusters Score -385542.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -385574.687500 Penalty: 2623.856201
	Iteration 14Q: 3 clusters Score -385574.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -385597.250000 Penalty: 2623.856201
	Iteration 15Q: 3 clusters Score -385597.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -385612.625000 Penalty: 2623.856201
	Iteration 16Q: 3 clusters Score -385612.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -385622.406250 Penalty: 2623.856201
	Iteration 17Q: 3 clusters Score -385622.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -385631.062500 Penalty: 2623.856201
	Iteration 18Q: 3 clusters Score -385631.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -385639.375000 Penalty: 2623.856201
	Iteration 19Q: 3 clusters Score -385639.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -385646.187500 Penalty: 2623.856201
	Iteration 20F: 3 clusters Score -385646.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -385653.250000 Penalty: 2623.856201
	Iteration 21Q: 3 clusters Score -385653.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -385662.468750 Penalty: 2623.856201
	Iteration 22Q: 3 clusters Score -385662.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -385674.093750 Penalty: 2623.856201
	Iteration 23Q: 3 clusters Score -385674.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -385688.875000 Penalty: 2623.856201
	Iteration 24Q: 3 clusters Score -385688.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -385700.343750 Penalty: 2623.856201
	Iteration 25Q: 3 clusters Score -385700.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -385714.156250 Penalty: 2623.856201
	Iteration 26Q: 3 clusters Score -385714.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -385727.875000 Penalty: 2623.856201
	Iteration 27Q: 3 clusters Score -385727.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -385736.218750 Penalty: 2623.856201
	Iteration 28Q: 3 clusters Score -385736.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -385743.468750 Penalty: 2623.856201
	Iteration 29Q: 3 clusters Score -385743.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -385752.531250 Penalty: 2623.856201
	Iteration 30Q: 3 clusters Score -385752.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -385760.656250 Penalty: 2623.856201
	Iteration 31Q: 3 clusters Score -385760.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -385765.093750 Penalty: 2623.856201
	Iteration 32Q: 3 clusters Score -385765.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -385773.843750 Penalty: 2623.856201
	Iteration 33Q: 3 clusters Score -385773.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -385784.468750 Penalty: 2623.856201
	Iteration 34Q: 3 clusters Score -385784.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -385797.750000 Penalty: 2623.856201
	Iteration 35Q: 3 clusters Score -385797.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -385810.187500 Penalty: 2623.856201
	Iteration 36Q: 3 clusters Score -385810.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -385823.687500 Penalty: 2623.856201
	Iteration 37Q: 3 clusters Score -385823.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -385837.218750 Penalty: 2623.856201
	Iteration 38Q: 3 clusters Score -385837.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -385849.875000 Penalty: 2623.856201
	Iteration 39Q: 3 clusters Score -385849.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -385862.343750 Penalty: 2623.856201
	Iteration 40F: 3 clusters Score -385862.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -385872.281250 Penalty: 2623.856201
	Iteration 41Q: 3 clusters Score -385872.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -385878.687500 Penalty: 2623.856201
	Iteration 42Q: 3 clusters Score -385878.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -385885.000000 Penalty: 2623.856201
	Iteration 43Q: 3 clusters Score -385885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -385893.625000 Penalty: 2623.856201
	Iteration 44Q: 3 clusters Score -385893.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -385901.218750 Penalty: 2623.856201
	Iteration 45Q: 3 clusters Score -385901.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -385905.593750 Penalty: 2623.856201
	Iteration 46Q: 3 clusters Score -385905.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -385910.687500 Penalty: 2623.856201
	Iteration 47Q: 3 clusters Score -385910.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -385914.187500 Penalty: 2623.856201
	Iteration 48Q: 3 clusters Score -385914.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -385918.281250 Penalty: 2623.856201
	Iteration 49Q: 3 clusters Score -385918.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -385920.906250 Penalty: 2623.856201
	Iteration 50Q: 3 clusters Score -385920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -385923.250000 Penalty: 2623.856201
	Iteration 51Q: 3 clusters Score -385923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -385924.531250 Penalty: 2623.856201
	Iteration 52Q: 3 clusters Score -385924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -385926.156250 Penalty: 2623.856201
	Iteration 53Q: 3 clusters Score -385926.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -385928.937500 Penalty: 2623.856201
	Iteration 54Q: 3 clusters Score -385928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -385931.250000 Penalty: 2623.856201
	Iteration 55Q: 3 clusters Score -385931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -385934.125000 Penalty: 2623.856201
	Iteration 56Q: 3 clusters Score -385934.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -385937.625000 Penalty: 2623.856201
	Iteration 57Q: 3 clusters Score -385937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -385939.343750 Penalty: 2623.856201
	Iteration 58Q: 3 clusters Score -385939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -385940.687500 Penalty: 2623.856201
	Iteration 59Q: 3 clusters Score -385940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -385942.437500 Penalty: 2623.856201
	Iteration 60F: 3 clusters Score -385942.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -385942.875000 Penalty: 2623.856201
	Iteration 61Q: 3 clusters Score -385942.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -385942.875000 Penalty: 2623.856201
	Iteration 62F: 3 clusters Score -385942.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -16908.945312 Penalty: 953.301025
	Iteration 0F: 2 clusters Score -16908.95 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 151 members 
Entering Unmasked Estep 
Score: -16315.061523 Penalty: 1906.602051
	Iteration 0F: 3 clusters Score -16315.06 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16821.382812 Penalty: 1906.602051
	Iteration 1F: 3 clusters Score -16821.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17072.830078 Penalty: 1906.602051
	Iteration 2F: 3 clusters Score -17072.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17277.486328 Penalty: 1906.602051
	Iteration 3Q: 3 clusters Score -17277.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17393.441406 Penalty: 1906.602051
	Iteration 4Q: 3 clusters Score -17393.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17421.259766 Penalty: 1906.602051
	Iteration 5Q: 3 clusters Score -17421.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17433.333984 Penalty: 1906.602051
	Iteration 6Q: 3 clusters Score -17433.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17435.416016 Penalty: 1906.602051
	Iteration 7Q: 3 clusters Score -17435.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17435.416016 Penalty: 1906.602051
	Iteration 8F: 3 clusters Score -17435.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72369 members 
Mstep: Class 3 contains 99900 members 
Mstep: Class 4 contains 50671 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 11472 members 
Mstep: Class 9 contains 90591 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 215 members 
Mstep: Class 12 contains 18545 members 
Mstep: Class 13 contains 80244 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 101900 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 138 members 
Entering Unmasked Estep 
Score: -69525976.000000 Penalty: 36521.828125
Splitting cluster 18 changes total score from -69526648.000000 to -69525976.000000
So it's not getting split.
--- Evaluating fit on full set of 1654790 points ---
Entering Unmasked Estep 
Score: -208935728.000000 Penalty: 37229.878906
20->17 Clusters: Score -208935728.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 551596 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 27466 members 
Mstep: Class 3 contains 27500 members 
Mstep: Class 4 contains 27619 members 
Mstep: Class 5 contains 27485 members 
Mstep: Class 6 contains 27523 members 
Mstep: Class 7 contains 27655 members 
Mstep: Class 8 contains 27667 members 
Mstep: Class 9 contains 27411 members 
Mstep: Class 10 contains 27646 members 
Mstep: Class 11 contains 27394 members 
Mstep: Class 12 contains 27706 members 
Mstep: Class 13 contains 27689 members 
Mstep: Class 14 contains 27825 members 
Mstep: Class 15 contains 27352 members 
Mstep: Class 16 contains 27711 members 
Mstep: Class 17 contains 27633 members 
Mstep: Class 18 contains 27398 members 
Mstep: Class 19 contains 27627 members 
Mstep: Class 20 contains 27594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 647.342468 but Gain 2148.343750
Score: -66515224.000000 Penalty: 40818.515625
Iteration 0F: 20 clusters Score -6.651522e+07 nChanged 523567
Entering Unmasked Mstep 
Mstep: Class 0 contains 790 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 6252 members 
Mstep: Class 4 contains 17572 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 34789 members 
Mstep: Class 8 contains 7333 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 23349 members 
Mstep: Class 11 contains 15119 members 
Mstep: Class 12 contains 16904 members 
Mstep: Class 13 contains 110739 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 21724 members 
Mstep: Class 17 contains 22937 members 
Mstep: Class 18 contains 55146 members 
Mstep: Class 19 contains 205545 members 
Mstep: Class 20 contains 1275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 785.256470 but Gain 2148.343750
Score: -68884464.000000 Penalty: 38670.171875
Iteration 1F: 19 clusters Score -6.888446e+07 nChanged 143877
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 2991 members 
Mstep: Class 4 contains 11304 members 
Mstep: Class 5 contains 492 members 
Mstep: Class 6 contains 29253 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 14976 members 
Mstep: Class 11 contains 8373 members 
Mstep: Class 12 contains 15897 members 
Mstep: Class 13 contains 141007 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 862 members 
Mstep: Class 16 contains 17062 members 
Mstep: Class 17 contains 18915 members 
Mstep: Class 18 contains 57933 members 
Mstep: Class 19 contains 223301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 498.625305 but Gain 2148.343750
Score: -69008400.000000 Penalty: 36521.828125
Iteration 2F: 18 clusters Score -6.90084e+07 nChanged 112511
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 7565 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 24137 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 10602 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 170349 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 16 contains 15122 members 
Mstep: Class 17 contains 19621 members 
Mstep: Class 18 contains 68108 members 
Mstep: Class 19 contains 204724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1021.311157 but Gain 2148.343750
Score: -69085480.000000 Penalty: 34373.484375
Iteration 3F: 17 clusters Score -6.908548e+07 nChanged 89435
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 21168 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 8232 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 19212 members 
Mstep: Class 13 contains 172282 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 16 contains 14640 members 
Mstep: Class 17 contains 21149 members 
Mstep: Class 18 contains 87720 members 
Mstep: Class 19 contains 192472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1081.462524 but Gain 2148.341797
Score: -69163480.000000 Penalty: 32225.142578
Iteration 4F: 16 clusters Score -6.916348e+07 nChanged 75596
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 4 contains 3419 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 19272 members 
Mstep: Class 8 contains 1908 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 10 contains 6860 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 20261 members 
Mstep: Class 13 contains 159368 members 
Mstep: Class 14 contains 658 members 
Mstep: Class 16 contains 14009 members 
Mstep: Class 17 contains 22549 members 
Mstep: Class 18 contains 112008 members 
Mstep: Class 19 contains 186264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2009.297607 but Gain 2148.341797
Score: -69230680.000000 Penalty: 30076.800781
Iteration 5F: 15 clusters Score -6.923068e+07 nChanged 65896
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 2 contains 1745 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 18309 members 
Mstep: Class 8 contains 1625 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 5972 members 
Mstep: Class 12 contains 20940 members 
Mstep: Class 13 contains 145919 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 16 contains 13544 members 
Mstep: Class 17 contains 23633 members 
Mstep: Class 18 contains 138688 members 
Mstep: Class 19 contains 176858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1762.963867 but Gain 2148.343750
Score: -69268976.000000 Penalty: 27928.457031
Iteration 6F: 14 clusters Score -6.926898e+07 nChanged 60577
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 18810 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 5393 members 
Mstep: Class 12 contains 21490 members 
Mstep: Class 13 contains 133005 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 16 contains 14086 members 
Mstep: Class 17 contains 24476 members 
Mstep: Class 18 contains 162517 members 
Mstep: Class 19 contains 166264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1870.955811 but Gain 2148.341797
Score: -69288264.000000 Penalty: 25780.115234
Iteration 7F: 13 clusters Score -6.928826e+07 nChanged 52221
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 12 contains 21947 members 
Mstep: Class 13 contains 127495 members 
Mstep: Class 14 contains 814 members 
Mstep: Class 16 contains 15051 members 
Mstep: Class 17 contains 25427 members 
Mstep: Class 18 contains 175347 members 
Mstep: Class 19 contains 155495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69305472.000000 Penalty: 25780.115234
Iteration 8F: 13 clusters Score -6.930547e+07 nChanged 38414
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 24456 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 12 contains 22101 members 
Mstep: Class 13 contains 125572 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 16 contains 16352 members 
Mstep: Class 17 contains 26343 members 
Mstep: Class 18 contains 173872 members 
Mstep: Class 19 contains 153210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69322112.000000 Penalty: 25780.115234
Iteration 9F: 13 clusters Score -6.932211e+07 nChanged 30281
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 3582 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 28036 members 
Mstep: Class 9 contains 590 members 
Mstep: Class 10 contains 3981 members 
Mstep: Class 12 contains 22091 members 
Mstep: Class 13 contains 123851 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 27359 members 
Mstep: Class 18 contains 168735 members 
Mstep: Class 19 contains 153919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69337712.000000 Penalty: 25780.115234
Iteration 10F: 13 clusters Score -6.933771e+07 nChanged 26315
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 2 contains 4041 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 31842 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 10 contains 3544 members 
Mstep: Class 12 contains 21949 members 
Mstep: Class 13 contains 121973 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 16 contains 19361 members 
Mstep: Class 17 contains 28512 members 
Mstep: Class 18 contains 164847 members 
Mstep: Class 19 contains 153415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69351992.000000 Penalty: 25780.115234
Iteration 11Q: 13 clusters Score -6.935199e+07 nChanged 23468
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 35607 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 21739 members 
Mstep: Class 13 contains 119953 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 16 contains 20595 members 
Mstep: Class 17 contains 29903 members 
Mstep: Class 18 contains 162353 members 
Mstep: Class 19 contains 151714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69363256.000000 Penalty: 25780.115234
Iteration 12Q: 13 clusters Score -6.936326e+07 nChanged 21413
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 4620 members 
Mstep: Class 5 contains 506 members 
Mstep: Class 6 contains 39176 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 12 contains 21536 members 
Mstep: Class 13 contains 117753 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 16 contains 21700 members 
Mstep: Class 17 contains 31616 members 
Mstep: Class 18 contains 160429 members 
Mstep: Class 19 contains 149653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69372976.000000 Penalty: 25780.115234
Iteration 13Q: 13 clusters Score -6.937298e+07 nChanged 19773
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 42458 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 2865 members 
Mstep: Class 12 contains 21375 members 
Mstep: Class 13 contains 115562 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 16 contains 22690 members 
Mstep: Class 17 contains 33717 members 
Mstep: Class 18 contains 158799 members 
Mstep: Class 19 contains 147268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69380904.000000 Penalty: 25780.115234
Iteration 14Q: 13 clusters Score -6.93809e+07 nChanged 18091
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 4837 members 
Mstep: Class 5 contains 506 members 
Mstep: Class 6 contains 45473 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 2762 members 
Mstep: Class 12 contains 21262 members 
Mstep: Class 13 contains 113460 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 16 contains 23543 members 
Mstep: Class 17 contains 36188 members 
Mstep: Class 18 contains 157337 members 
Mstep: Class 19 contains 144643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69388544.000000 Penalty: 25780.115234
Iteration 15Q: 13 clusters Score -6.938854e+07 nChanged 17017
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 4867 members 
Mstep: Class 5 contains 506 members 
Mstep: Class 6 contains 48441 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 12 contains 21172 members 
Mstep: Class 13 contains 111287 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 16 contains 24438 members 
Mstep: Class 17 contains 39115 members 
Mstep: Class 18 contains 155706 members 
Mstep: Class 19 contains 141797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69395240.000000 Penalty: 25780.115234
Iteration 16Q: 13 clusters Score -6.939524e+07 nChanged 16220
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 4856 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 51123 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 12 contains 21093 members 
Mstep: Class 13 contains 109240 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 16 contains 25261 members 
Mstep: Class 17 contains 42400 members 
Mstep: Class 18 contains 154128 members 
Mstep: Class 19 contains 138740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69402880.000000 Penalty: 25780.115234
Iteration 17Q: 13 clusters Score -6.940288e+07 nChanged 15748
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 53638 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 2659 members 
Mstep: Class 12 contains 20964 members 
Mstep: Class 13 contains 107215 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 16 contains 26133 members 
Mstep: Class 17 contains 46160 members 
Mstep: Class 18 contains 152452 members 
Mstep: Class 19 contains 135460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69409640.000000 Penalty: 25780.115234
Iteration 18Q: 13 clusters Score -6.940964e+07 nChanged 15613
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 55883 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 2685 members 
Mstep: Class 12 contains 20783 members 
Mstep: Class 13 contains 105203 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 16 contains 27014 members 
Mstep: Class 17 contains 50362 members 
Mstep: Class 18 contains 150609 members 
Mstep: Class 19 contains 132206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69416296.000000 Penalty: 25780.115234
Iteration 19Q: 13 clusters Score -6.94163e+07 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 57842 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 12 contains 20546 members 
Mstep: Class 13 contains 103201 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 16 contains 27934 members 
Mstep: Class 17 contains 54963 members 
Mstep: Class 18 contains 148548 members 
Mstep: Class 19 contains 129047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69423624.000000 Penalty: 25780.115234
Iteration 20F: 13 clusters Score -6.942362e+07 nChanged 15509
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 59425 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 2776 members 
Mstep: Class 12 contains 20198 members 
Mstep: Class 13 contains 101328 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 16 contains 28891 members 
Mstep: Class 17 contains 59980 members 
Mstep: Class 18 contains 146416 members 
Mstep: Class 19 contains 125885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69430144.000000 Penalty: 25780.115234
Iteration 21Q: 13 clusters Score -6.943014e+07 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 60582 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 2841 members 
Mstep: Class 12 contains 19722 members 
Mstep: Class 13 contains 99495 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 16 contains 29921 members 
Mstep: Class 17 contains 65518 members 
Mstep: Class 18 contains 144047 members 
Mstep: Class 19 contains 122896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69437000.000000 Penalty: 25780.115234
Iteration 22Q: 13 clusters Score -6.9437e+07 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 61434 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 2918 members 
Mstep: Class 12 contains 19244 members 
Mstep: Class 13 contains 97726 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 16 contains 31114 members 
Mstep: Class 17 contains 71316 members 
Mstep: Class 18 contains 141289 members 
Mstep: Class 19 contains 120105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69442360.000000 Penalty: 25780.115234
Iteration 23Q: 13 clusters Score -6.944236e+07 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 62030 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 12 contains 18789 members 
Mstep: Class 13 contains 96036 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 16 contains 32529 members 
Mstep: Class 17 contains 77331 members 
Mstep: Class 18 contains 138102 members 
Mstep: Class 19 contains 117423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69448680.000000 Penalty: 25780.115234
Iteration 24Q: 13 clusters Score -6.944868e+07 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 5 contains 492 members 
Mstep: Class 6 contains 62349 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 94268 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 16 contains 34127 members 
Mstep: Class 17 contains 83616 members 
Mstep: Class 18 contains 134789 members 
Mstep: Class 19 contains 114759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69454072.000000 Penalty: 25780.115234
Iteration 25Q: 13 clusters Score -6.945407e+07 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 2 contains 4147 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 62495 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 3170 members 
Mstep: Class 12 contains 17943 members 
Mstep: Class 13 contains 92497 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 16 contains 35873 members 
Mstep: Class 17 contains 89908 members 
Mstep: Class 18 contains 131229 members 
Mstep: Class 19 contains 112262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69459192.000000 Penalty: 25780.115234
Iteration 26Q: 13 clusters Score -6.945919e+07 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 62557 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 3273 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 90636 members 
Mstep: Class 14 contains 875 members 
Mstep: Class 16 contains 37783 members 
Mstep: Class 17 contains 96162 members 
Mstep: Class 18 contains 127629 members 
Mstep: Class 19 contains 109798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69463056.000000 Penalty: 25780.115234
Iteration 27Q: 13 clusters Score -6.946306e+07 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 62543 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 12 contains 17190 members 
Mstep: Class 13 contains 88447 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 16 contains 39873 members 
Mstep: Class 17 contains 101807 members 
Mstep: Class 18 contains 124086 members 
Mstep: Class 19 contains 108074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69466584.000000 Penalty: 25780.115234
Iteration 28Q: 13 clusters Score -6.946658e+07 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 62184 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 3474 members 
Mstep: Class 12 contains 16974 members 
Mstep: Class 13 contains 85787 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 16 contains 42106 members 
Mstep: Class 17 contains 107765 members 
Mstep: Class 18 contains 120440 members 
Mstep: Class 19 contains 106647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69469064.000000 Penalty: 25780.115234
Iteration 29Q: 13 clusters Score -6.946906e+07 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 61490 members 
Mstep: Class 9 contains 569 members 
Mstep: Class 10 contains 3623 members 
Mstep: Class 12 contains 16915 members 
Mstep: Class 13 contains 82703 members 
Mstep: Class 14 contains 896 members 
Mstep: Class 16 contains 44559 members 
Mstep: Class 17 contains 113629 members 
Mstep: Class 18 contains 116765 members 
Mstep: Class 19 contains 105661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69470056.000000 Penalty: 25780.115234
Iteration 30Q: 13 clusters Score -6.947006e+07 nChanged 14685
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 60616 members 
Mstep: Class 9 contains 569 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 12 contains 16911 members 
Mstep: Class 13 contains 79385 members 
Mstep: Class 14 contains 899 members 
Mstep: Class 16 contains 47187 members 
Mstep: Class 17 contains 118730 members 
Mstep: Class 18 contains 113535 members 
Mstep: Class 19 contains 105169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69469584.000000 Penalty: 25780.115234
Iteration 31Q: 13 clusters Score -6.946958e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 59905 members 
Mstep: Class 9 contains 569 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 12 contains 16964 members 
Mstep: Class 13 contains 76355 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 16 contains 49948 members 
Mstep: Class 17 contains 122062 members 
Mstep: Class 18 contains 110918 members 
Mstep: Class 19 contains 105209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69469016.000000 Penalty: 25780.115234
Iteration 32Q: 13 clusters Score -6.946902e+07 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 59625 members 
Mstep: Class 9 contains 569 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 12 contains 17040 members 
Mstep: Class 13 contains 73809 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 16 contains 52698 members 
Mstep: Class 17 contains 123588 members 
Mstep: Class 18 contains 108940 members 
Mstep: Class 19 contains 105480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69469160.000000 Penalty: 25780.115234
Iteration 33Q: 13 clusters Score -6.946916e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 59497 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 4129 members 
Mstep: Class 12 contains 17131 members 
Mstep: Class 13 contains 71835 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 16 contains 55274 members 
Mstep: Class 17 contains 123783 members 
Mstep: Class 18 contains 107602 members 
Mstep: Class 19 contains 105914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69469400.000000 Penalty: 25780.115234
Iteration 34Q: 13 clusters Score -6.94694e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 59488 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 12 contains 17182 members 
Mstep: Class 13 contains 70389 members 
Mstep: Class 14 contains 899 members 
Mstep: Class 16 contains 57736 members 
Mstep: Class 17 contains 123181 members 
Mstep: Class 18 contains 106628 members 
Mstep: Class 19 contains 106309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69470632.000000 Penalty: 25780.115234
Iteration 35Q: 13 clusters Score -6.947063e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4419 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 59485 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 4325 members 
Mstep: Class 12 contains 17180 members 
Mstep: Class 13 contains 69247 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 16 contains 59905 members 
Mstep: Class 17 contains 122206 members 
Mstep: Class 18 contains 106022 members 
Mstep: Class 19 contains 106728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69471480.000000 Penalty: 25780.115234
Iteration 36Q: 13 clusters Score -6.947148e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 59487 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 12 contains 17181 members 
Mstep: Class 13 contains 68356 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 16 contains 61918 members 
Mstep: Class 17 contains 121249 members 
Mstep: Class 18 contains 105436 members 
Mstep: Class 19 contains 107009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69472544.000000 Penalty: 25780.115234
Iteration 37Q: 13 clusters Score -6.947254e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 59485 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 12 contains 17172 members 
Mstep: Class 13 contains 67622 members 
Mstep: Class 14 contains 917 members 
Mstep: Class 16 contains 63760 members 
Mstep: Class 17 contains 120289 members 
Mstep: Class 18 contains 104983 members 
Mstep: Class 19 contains 107191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69473712.000000 Penalty: 25780.115234
Iteration 38Q: 13 clusters Score -6.947371e+07 nChanged 5606
Entering ConstructFrom: 
Score: -69473712.000000 Penalty: 25780.115234
Entering ConstructFrom: 
Trying to split cluster 2 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -543167.750000 Penalty: 1366.162720
	Iteration 0F: 2 clusters Score -543167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -539465.687500 Penalty: 2732.325439
	Iteration 0F: 3 clusters Score -539465.7 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -540429.625000 Penalty: 2732.325439
	Iteration 1F: 3 clusters Score -540429.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -540559.812500 Penalty: 2732.325439
	Iteration 2F: 3 clusters Score -540559.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -540643.000000 Penalty: 2732.325439
	Iteration 3Q: 3 clusters Score -540643 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -540701.062500 Penalty: 2732.325439
	Iteration 4Q: 3 clusters Score -540701.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -540752.562500 Penalty: 2732.325439
	Iteration 5Q: 3 clusters Score -540752.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -540789.000000 Penalty: 2732.325439
	Iteration 6Q: 3 clusters Score -540789 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -540823.500000 Penalty: 2732.325439
	Iteration 7Q: 3 clusters Score -540823.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -540854.125000 Penalty: 2732.325439
	Iteration 8Q: 3 clusters Score -540854.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -540890.750000 Penalty: 2732.325439
	Iteration 9Q: 3 clusters Score -540890.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -540921.437500 Penalty: 2732.325439
	Iteration 10Q: 3 clusters Score -540921.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -540951.687500 Penalty: 2732.325439
	Iteration 11Q: 3 clusters Score -540951.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -540981.750000 Penalty: 2732.325439
	Iteration 12Q: 3 clusters Score -540981.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -541011.437500 Penalty: 2732.325439
	Iteration 13Q: 3 clusters Score -541011.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -541037.437500 Penalty: 2732.325439
	Iteration 14Q: 3 clusters Score -541037.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -541063.312500 Penalty: 2732.325439
	Iteration 15Q: 3 clusters Score -541063.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -541093.000000 Penalty: 2732.325439
	Iteration 16Q: 3 clusters Score -541093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -541124.250000 Penalty: 2732.325439
	Iteration 17Q: 3 clusters Score -541124.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -541155.687500 Penalty: 2732.325439
	Iteration 18Q: 3 clusters Score -541155.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -541193.437500 Penalty: 2732.325439
	Iteration 19Q: 3 clusters Score -541193.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -541241.562500 Penalty: 2732.325439
	Iteration 20F: 3 clusters Score -541241.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -541297.875000 Penalty: 2732.325439
	Iteration 21Q: 3 clusters Score -541297.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -541368.000000 Penalty: 2732.325439
	Iteration 22Q: 3 clusters Score -541368 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -541438.312500 Penalty: 2732.325439
	Iteration 23Q: 3 clusters Score -541438.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -541506.562500 Penalty: 2732.325439
	Iteration 24Q: 3 clusters Score -541506.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -541562.687500 Penalty: 2732.325439
	Iteration 25Q: 3 clusters Score -541562.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -541618.187500 Penalty: 2732.325439
	Iteration 26Q: 3 clusters Score -541618.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -541664.125000 Penalty: 2732.325439
	Iteration 27Q: 3 clusters Score -541664.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -541712.562500 Penalty: 2732.325439
	Iteration 28Q: 3 clusters Score -541712.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -541754.000000 Penalty: 2732.325439
	Iteration 29Q: 3 clusters Score -541754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -541784.312500 Penalty: 2732.325439
	Iteration 30Q: 3 clusters Score -541784.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -541802.562500 Penalty: 2732.325439
	Iteration 31Q: 3 clusters Score -541802.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -541822.375000 Penalty: 2732.325439
	Iteration 32Q: 3 clusters Score -541822.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -541841.687500 Penalty: 2732.325439
	Iteration 33Q: 3 clusters Score -541841.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -541864.500000 Penalty: 2732.325439
	Iteration 34Q: 3 clusters Score -541864.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -541884.750000 Penalty: 2732.325439
	Iteration 35Q: 3 clusters Score -541884.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -541903.125000 Penalty: 2732.325439
	Iteration 36Q: 3 clusters Score -541903.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -541916.375000 Penalty: 2732.325439
	Iteration 37Q: 3 clusters Score -541916.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -541933.125000 Penalty: 2732.325439
	Iteration 38Q: 3 clusters Score -541933.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -541944.937500 Penalty: 2732.325439
	Iteration 39Q: 3 clusters Score -541944.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -541955.625000 Penalty: 2732.325439
	Iteration 40F: 3 clusters Score -541955.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -541966.875000 Penalty: 2732.325439
	Iteration 41Q: 3 clusters Score -541966.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -541982.687500 Penalty: 2732.325439
	Iteration 42Q: 3 clusters Score -541982.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -541995.937500 Penalty: 2732.325439
	Iteration 43Q: 3 clusters Score -541995.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -542011.687500 Penalty: 2732.325439
	Iteration 44Q: 3 clusters Score -542011.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -542021.937500 Penalty: 2732.325439
	Iteration 45Q: 3 clusters Score -542021.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -542033.312500 Penalty: 2732.325439
	Iteration 46Q: 3 clusters Score -542033.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -542043.937500 Penalty: 2732.325439
	Iteration 47Q: 3 clusters Score -542043.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -542057.812500 Penalty: 2732.325439
	Iteration 48Q: 3 clusters Score -542057.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -542069.562500 Penalty: 2732.325439
	Iteration 49Q: 3 clusters Score -542069.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -542078.312500 Penalty: 2732.325439
	Iteration 50Q: 3 clusters Score -542078.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -542083.187500 Penalty: 2732.325439
	Iteration 51Q: 3 clusters Score -542083.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -542084.812500 Penalty: 2732.325439
	Iteration 52Q: 3 clusters Score -542084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -542086.562500 Penalty: 2732.325439
	Iteration 53Q: 3 clusters Score -542086.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -542089.875000 Penalty: 2732.325439
	Iteration 54Q: 3 clusters Score -542089.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -542091.937500 Penalty: 2732.325439
	Iteration 55Q: 3 clusters Score -542091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -542094.250000 Penalty: 2732.325439
	Iteration 56Q: 3 clusters Score -542094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -542095.250000 Penalty: 2732.325439
	Iteration 57Q: 3 clusters Score -542095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -542096.000000 Penalty: 2732.325439
	Iteration 58Q: 3 clusters Score -542096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -542095.125000 Penalty: 2732.325439
	Iteration 59Q: 3 clusters Score -542095.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -542095.562500 Penalty: 2732.325439
	Iteration 60F: 3 clusters Score -542095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -542095.562500 Penalty: 2732.325439
	Iteration 61Q: 3 clusters Score -542095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -542097.000000 Penalty: 2732.325439
	Iteration 62Q: 3 clusters Score -542097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -542096.937500 Penalty: 2732.325439
	Iteration 63Q: 3 clusters Score -542096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -542098.687500 Penalty: 2732.325439
	Iteration 64Q: 3 clusters Score -542098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -542098.250000 Penalty: 2732.325439
	Iteration 65Q: 3 clusters Score -542098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -542098.250000 Penalty: 2732.325439
	Iteration 66Q: 3 clusters Score -542098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -542098.562500 Penalty: 2732.325439
	Iteration 67Q: 3 clusters Score -542098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -542100.750000 Penalty: 2732.325439
	Iteration 68Q: 3 clusters Score -542100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -542102.812500 Penalty: 2732.325439
	Iteration 69Q: 3 clusters Score -542102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -542102.187500 Penalty: 2732.325439
	Iteration 70Q: 3 clusters Score -542102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -542103.437500 Penalty: 2732.325439
	Iteration 71Q: 3 clusters Score -542103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -542103.750000 Penalty: 2732.325439
	Iteration 72Q: 3 clusters Score -542103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -542103.750000 Penalty: 2732.325439
	Iteration 73F: 3 clusters Score -542103.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -26085.425781 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -26085.43 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 224 members 
Entering Unmasked Estep 
Score: -25257.494141 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -25257.49 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26071.066406 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -26071.07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26574.095703 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -26574.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -26882.880859 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -26882.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27226.707031 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -27226.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -27309.982422 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -27309.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27359.810547 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -27359.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27407.960938 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -27407.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27419.457031 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -27419.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27430.031250 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -27430.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27442.916016 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -27442.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27453.917969 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -27453.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27456.966797 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -27456.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27457.013672 Penalty: 2009.177612
	Iteration 13F: 3 clusters Score -27457.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27459.144531 Penalty: 2009.177612
	Iteration 14Q: 3 clusters Score -27459.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27459.144531 Penalty: 2009.177612
	Iteration 15F: 3 clusters Score -27459.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 5 contains 179 members 
Mstep: Class 6 contains 59519 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 12 contains 17154 members 
Mstep: Class 13 contains 66944 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 16 contains 65444 members 
Mstep: Class 17 contains 119474 members 
Mstep: Class 18 contains 104424 members 
Mstep: Class 19 contains 107394 members 
Entering Unmasked Estep 
Score: -69474376.000000 Penalty: 27928.457031
Splitting cluster 5 changes total score from -69473712.000000 to -69474376.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (59519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Entering Unmasked Estep 
Score: -7654564.000000 Penalty: 1786.533325
	Iteration 0F: 2 clusters Score -7654564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -7614863.000000 Penalty: 3573.066650
	Iteration 0F: 3 clusters Score -7614863 nChanged 28235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -7631656.000000 Penalty: 3573.066650
	Iteration 1F: 3 clusters Score -7631656 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -7632645.500000 Penalty: 3573.066650
	Iteration 2Q: 3 clusters Score -7632646 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -7633879.000000 Penalty: 3573.066650
	Iteration 3Q: 3 clusters Score -7633879 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -7635476.000000 Penalty: 3573.066650
	Iteration 4F: 3 clusters Score -7635476 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -7637505.500000 Penalty: 3573.066650
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7642436 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7644194 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7645003 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -7645425.500000 Penalty: 3573.066650
	Iteration 10Q: 3 clusters Score -7645426 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7645559 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7645709 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -7645861.500000 Penalty: 3573.066650
	Iteration 13Q: 3 clusters Score -7645862 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7645978 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7646137 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7646310 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7646453 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7646536 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7646618 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7646724 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7646758 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7646801 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7646876 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7646910 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7646976 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7647041 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7647098 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -7647120.500000 Penalty: 3573.066650
	Iteration 28Q: 3 clusters Score -7647120 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7647166 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -7647208.500000 Penalty: 3573.066650
	Iteration 30Q: 3 clusters Score -7647208 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -7647235.500000 Penalty: 3573.066650
	Iteration 31Q: 3 clusters Score -7647236 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7647225 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7647258 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7647290 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7647323 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7647359 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7647380 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7647388 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7647432 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7647454 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7647467 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7647506 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7647564 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7647594 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7647598 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7647660 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7647674 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7647717 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7647782 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7647848 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7647889 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7647952 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7648048 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7648133 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7648210 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7648335 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7648446 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7648594 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7648760 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7648906 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7649066 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7649231 nChanged 737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7649382 nChanged 738
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7649574 nChanged 765
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7649766 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7649976 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7650169 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7650336 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7650612 nChanged 732
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7650811 nChanged 718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7651035 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7651288 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7651490 nChanged 668
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Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7651690 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7651892 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7652078 nChanged 532
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -7652252.500000 Penalty: 3573.066650
	Iteration 77Q: 3 clusters Score -7652252 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7652404 nChanged 415
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Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7652517 nChanged 403
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Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7652632 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7652722 nChanged 346
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Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -7652833.500000 Penalty: 3573.066650
	Iteration 82Q: 3 clusters Score -7652834 nChanged 336
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Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7652958 nChanged 281
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Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7653025 nChanged 243
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Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 2743 members 
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	Iteration 85Q: 3 clusters Score -7653084 nChanged 212
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Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7653142 nChanged 186
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Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7653199 nChanged 159
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Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7653242 nChanged 152
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Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 2038 members 
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	Iteration 89Q: 3 clusters Score -7653288 nChanged 116
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Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7653324.500000 Penalty: 3573.066650
	Iteration 90Q: 3 clusters Score -7653324 nChanged 125
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Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7653385 nChanged 103
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Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7653380 nChanged 84
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Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7653430.500000 Penalty: 3573.066650
	Iteration 93Q: 3 clusters Score -7653430 nChanged 77
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Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7653451 nChanged 74
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Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7653488 nChanged 59
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Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7653513.000000 Penalty: 3573.066650
	Iteration 96Q: 3 clusters Score -7653513 nChanged 49
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Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7653511.000000 Penalty: 3573.066650
	Iteration 97Q: 3 clusters Score -7653511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7653532.500000 Penalty: 3573.066650
	Iteration 98Q: 3 clusters Score -7653532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7653545.500000 Penalty: 3573.066650
	Iteration 99Q: 3 clusters Score -7653546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7653543.500000 Penalty: 3573.066650
	Iteration 100F: 3 clusters Score -7653544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7653553.500000 Penalty: 3573.066650
	Iteration 101Q: 3 clusters Score -7653554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7653573.500000 Penalty: 3573.066650
	Iteration 102Q: 3 clusters Score -7653574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7653560.500000 Penalty: 3573.066650
	Iteration 103Q: 3 clusters Score -7653560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7653565.500000 Penalty: 3573.066650
	Iteration 104Q: 3 clusters Score -7653566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7653573.000000 Penalty: 3573.066650
	Iteration 105Q: 3 clusters Score -7653573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7653574.000000 Penalty: 3573.066650
	Iteration 106Q: 3 clusters Score -7653574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7653583.000000 Penalty: 3573.066650
	Iteration 107Q: 3 clusters Score -7653583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7653590.500000 Penalty: 3573.066650
	Iteration 108Q: 3 clusters Score -7653590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7653586.500000 Penalty: 3573.066650
	Iteration 109Q: 3 clusters Score -7653586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7653592.500000 Penalty: 3573.066650
	Iteration 110Q: 3 clusters Score -7653592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7653598.000000 Penalty: 3573.066650
	Iteration 111Q: 3 clusters Score -7653598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7653590.000000 Penalty: 3573.066650
	Iteration 112Q: 3 clusters Score -7653590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7653592.000000 Penalty: 3573.066650
	Iteration 113Q: 3 clusters Score -7653592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7653593.000000 Penalty: 3573.066650
	Iteration 114Q: 3 clusters Score -7653593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7653603.500000 Penalty: 3573.066650
	Iteration 115Q: 3 clusters Score -7653604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7653601.000000 Penalty: 3573.066650
	Iteration 116Q: 3 clusters Score -7653601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7653606.000000 Penalty: 3573.066650
	Iteration 117Q: 3 clusters Score -7653606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7653601.500000 Penalty: 3573.066650
	Iteration 118Q: 3 clusters Score -7653602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7653606.500000 Penalty: 3573.066650
	Iteration 119Q: 3 clusters Score -7653606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7653607.500000 Penalty: 3573.066650
	Iteration 120F: 3 clusters Score -7653608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7653611.000000 Penalty: 3573.066650
	Iteration 121Q: 3 clusters Score -7653611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7653614.000000 Penalty: 3573.066650
	Iteration 122Q: 3 clusters Score -7653614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7653610.500000 Penalty: 3573.066650
	Iteration 123Q: 3 clusters Score -7653610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7653611.000000 Penalty: 3573.066650
	Iteration 124Q: 3 clusters Score -7653611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7653605.000000 Penalty: 3573.066650
	Iteration 125Q: 3 clusters Score -7653605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7653605.000000 Penalty: 3573.066650
	Iteration 126F: 3 clusters Score -7653605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -48705.574219 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -48705.57 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 260 members 
Entering Unmasked Estep 
Score: -47768.371094 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -47768.37 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48260.347656 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -48260.35 nChanged 70
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: -48521.031250 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -48521.03 nChanged 63
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: -48864.808594 Penalty: 2050.131836
	Iteration 3F: 3 clusters Score -48864.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49375.058594 Penalty: 2050.131836
	Iteration 4F: 3 clusters Score -49375.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49631.003906 Penalty: 2050.131836
	Iteration 5F: 3 clusters Score -49631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49814.214844 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -49814.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49897.621094 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -49897.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49917.968750 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -49917.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49917.968750 Penalty: 2050.131836
	Iteration 9F: 3 clusters Score -49917.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 179 members 
Mstep: Class 6 contains 59519 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 12 contains 17154 members 
Mstep: Class 13 contains 66944 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 16 contains 65444 members 
Mstep: Class 17 contains 119474 members 
Mstep: Class 18 contains 104424 members 
Mstep: Class 19 contains 107394 members 
Entering Unmasked Estep 
Score: -69474488.000000 Penalty: 30076.800781
Splitting cluster 9 changes total score from -69473712.000000 to -69474488.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -580033.750000 Penalty: 1373.469604
	Iteration 0F: 2 clusters Score -580033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -576266.687500 Penalty: 2746.939209
	Iteration 0F: 3 clusters Score -576266.7 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -577247.062500 Penalty: 2746.939209
	Iteration 1F: 3 clusters Score -577247.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -577432.937500 Penalty: 2746.939209
	Iteration 2F: 3 clusters Score -577432.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -577557.562500 Penalty: 2746.939209
	Iteration 3F: 3 clusters Score -577557.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -577659.625000 Penalty: 2746.939209
	Iteration 4Q: 3 clusters Score -577659.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -577747.187500 Penalty: 2746.939209
	Iteration 5Q: 3 clusters Score -577747.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -577809.125000 Penalty: 2746.939209
	Iteration 6Q: 3 clusters Score -577809.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -577874.250000 Penalty: 2746.939209
	Iteration 7Q: 3 clusters Score -577874.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -577944.750000 Penalty: 2746.939209
	Iteration 8Q: 3 clusters Score -577944.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -578016.437500 Penalty: 2746.939209
	Iteration 9Q: 3 clusters Score -578016.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -578092.125000 Penalty: 2746.939209
	Iteration 10Q: 3 clusters Score -578092.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -578167.375000 Penalty: 2746.939209
	Iteration 11Q: 3 clusters Score -578167.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -578220.625000 Penalty: 2746.939209
	Iteration 12Q: 3 clusters Score -578220.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -578263.375000 Penalty: 2746.939209
	Iteration 13Q: 3 clusters Score -578263.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -578304.562500 Penalty: 2746.939209
	Iteration 14Q: 3 clusters Score -578304.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -578342.687500 Penalty: 2746.939209
	Iteration 15Q: 3 clusters Score -578342.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -578381.187500 Penalty: 2746.939209
	Iteration 16Q: 3 clusters Score -578381.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -578419.687500 Penalty: 2746.939209
	Iteration 17Q: 3 clusters Score -578419.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -578465.625000 Penalty: 2746.939209
	Iteration 18Q: 3 clusters Score -578465.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -578508.875000 Penalty: 2746.939209
	Iteration 19Q: 3 clusters Score -578508.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -578558.375000 Penalty: 2746.939209
	Iteration 20F: 3 clusters Score -578558.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -578623.625000 Penalty: 2746.939209
	Iteration 21Q: 3 clusters Score -578623.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -578704.625000 Penalty: 2746.939209
	Iteration 22Q: 3 clusters Score -578704.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -578780.625000 Penalty: 2746.939209
	Iteration 23Q: 3 clusters Score -578780.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -578837.812500 Penalty: 2746.939209
	Iteration 24Q: 3 clusters Score -578837.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -578873.062500 Penalty: 2746.939209
	Iteration 25Q: 3 clusters Score -578873.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -578899.000000 Penalty: 2746.939209
	Iteration 26Q: 3 clusters Score -578899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -578911.125000 Penalty: 2746.939209
	Iteration 27Q: 3 clusters Score -578911.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -578918.500000 Penalty: 2746.939209
	Iteration 28Q: 3 clusters Score -578918.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -578927.062500 Penalty: 2746.939209
	Iteration 29Q: 3 clusters Score -578927.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -578930.875000 Penalty: 2746.939209
	Iteration 30Q: 3 clusters Score -578930.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -578933.750000 Penalty: 2746.939209
	Iteration 31Q: 3 clusters Score -578933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -578933.812500 Penalty: 2746.939209
	Iteration 32Q: 3 clusters Score -578933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -578934.312500 Penalty: 2746.939209
	Iteration 33Q: 3 clusters Score -578934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -578935.187500 Penalty: 2746.939209
	Iteration 34Q: 3 clusters Score -578935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -578934.250000 Penalty: 2746.939209
	Iteration 35Q: 3 clusters Score -578934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -578936.000000 Penalty: 2746.939209
	Iteration 36Q: 3 clusters Score -578936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -578935.312500 Penalty: 2746.939209
	Iteration 37Q: 3 clusters Score -578935.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -578936.000000 Penalty: 2746.939209
	Iteration 38Q: 3 clusters Score -578936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -578937.812500 Penalty: 2746.939209
	Iteration 39Q: 3 clusters Score -578937.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -578937.687500 Penalty: 2746.939209
	Iteration 40F: 3 clusters Score -578937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -578937.625000 Penalty: 2746.939209
	Iteration 41Q: 3 clusters Score -578937.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -578937.625000 Penalty: 2746.939209
	Iteration 42F: 3 clusters Score -578937.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Entering Unmasked Estep 
Score: -2140985.750000 Penalty: 1584.372803
	Iteration 0F: 2 clusters Score -2140986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2129252.000000 Penalty: 3168.745605
	Iteration 0F: 3 clusters Score -2129252 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2133765.250000 Penalty: 3168.745605
	Iteration 1F: 3 clusters Score -2133765 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2134794.500000 Penalty: 3168.745605
	Iteration 2F: 3 clusters Score -2134794 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2136145.500000 Penalty: 3168.745605
	Iteration 3F: 3 clusters Score -2136146 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2137526.750000 Penalty: 3168.745605
	Iteration 4F: 3 clusters Score -2137527 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2138574.000000 Penalty: 3168.745605
	Iteration 5F: 3 clusters Score -2138574 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2139206.000000 Penalty: 3168.745605
	Iteration 6F: 3 clusters Score -2139206 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2139627.750000 Penalty: 3168.745605
	Iteration 7Q: 3 clusters Score -2139628 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2139968.750000 Penalty: 3168.745605
	Iteration 8Q: 3 clusters Score -2139969 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2140233.750000 Penalty: 3168.745605
	Iteration 9Q: 3 clusters Score -2140234 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2140472.000000 Penalty: 3168.745605
	Iteration 10Q: 3 clusters Score -2140472 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2140746.750000 Penalty: 3168.745605
	Iteration 11Q: 3 clusters Score -2140747 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2141053.500000 Penalty: 3168.745605
	Iteration 12Q: 3 clusters Score -2141054 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2141349.750000 Penalty: 3168.745605
	Iteration 13Q: 3 clusters Score -2141350 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2141464.500000 Penalty: 3168.745605
	Iteration 14Q: 3 clusters Score -2141464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2141508.750000 Penalty: 3168.745605
	Iteration 15Q: 3 clusters Score -2141509 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2141536.750000 Penalty: 3168.745605
	Iteration 16Q: 3 clusters Score -2141537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2141554.500000 Penalty: 3168.745605
	Iteration 17Q: 3 clusters Score -2141554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2141565.000000 Penalty: 3168.745605
	Iteration 18Q: 3 clusters Score -2141565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2141577.000000 Penalty: 3168.745605
	Iteration 19Q: 3 clusters Score -2141577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2141584.750000 Penalty: 3168.745605
	Iteration 20F: 3 clusters Score -2141585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2141584.500000 Penalty: 3168.745605
	Iteration 21Q: 3 clusters Score -2141584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2141590.000000 Penalty: 3168.745605
	Iteration 22Q: 3 clusters Score -2141590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2141593.000000 Penalty: 3168.745605
	Iteration 23Q: 3 clusters Score -2141593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2141598.500000 Penalty: 3168.745605
	Iteration 24Q: 3 clusters Score -2141598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2141604.000000 Penalty: 3168.745605
	Iteration 25Q: 3 clusters Score -2141604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2141603.000000 Penalty: 3168.745605
	Iteration 26Q: 3 clusters Score -2141603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2141601.250000 Penalty: 3168.745605
	Iteration 27Q: 3 clusters Score -2141601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2141601.250000 Penalty: 3168.745605
	Iteration 28Q: 3 clusters Score -2141601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2141605.500000 Penalty: 3168.745605
	Iteration 29Q: 3 clusters Score -2141606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2141605.750000 Penalty: 3168.745605
	Iteration 30Q: 3 clusters Score -2141606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2141605.750000 Penalty: 3168.745605
	Iteration 31F: 3 clusters Score -2141606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 179 members 
Mstep: Class 6 contains 59519 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 12 contains 15790 members 
Mstep: Class 13 contains 66944 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 16 contains 65444 members 
Mstep: Class 17 contains 119474 members 
Mstep: Class 18 contains 104424 members 
Mstep: Class 19 contains 107394 members 
Entering Unmasked Estep 
Score: -69474600.000000 Penalty: 32225.142578
Splitting cluster 12 changes total score from -69473712.000000 to -69474600.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (66944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Entering Unmasked Estep 
Score: -8567184.000000 Penalty: 1805.636841
	Iteration 0F: 2 clusters Score -8567184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -8523185.000000 Penalty: 3611.273682
	Iteration 0F: 3 clusters Score -8523185 nChanged 31586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -8541498.000000 Penalty: 3611.273682
	Iteration 1F: 3 clusters Score -8541498 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -8542450.000000 Penalty: 3611.273682
	Iteration 2Q: 3 clusters Score -8542450 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -8544015.000000 Penalty: 3611.273682
	Iteration 3Q: 3 clusters Score -8544015 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -8546665.000000 Penalty: 3611.273682
	Iteration 4F: 3 clusters Score -8546665 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -8551510.000000 Penalty: 3611.273682
	Iteration 5F: 3 clusters Score -8551510 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -8558714.000000 Penalty: 3611.273682
	Iteration 6F: 3 clusters Score -8558714 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -8565546.000000 Penalty: 3611.273682
	Iteration 7F: 3 clusters Score -8565546 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -8569954.000000 Penalty: 3611.273682
	Iteration 8F: 3 clusters Score -8569954 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -8572281.000000 Penalty: 3611.273682
	Iteration 9Q: 3 clusters Score -8572281 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8573470.000000 Penalty: 3611.273682
	Iteration 10Q: 3 clusters Score -8573470 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -8574114.000000 Penalty: 3611.273682
	Iteration 11Q: 3 clusters Score -8574114 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -8574435.000000 Penalty: 3611.273682
	Iteration 12Q: 3 clusters Score -8574435 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -8574583.000000 Penalty: 3611.273682
	Iteration 13Q: 3 clusters Score -8574583 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -8574693.000000 Penalty: 3611.273682
	Iteration 14Q: 3 clusters Score -8574693 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -8574792.000000 Penalty: 3611.273682
	Iteration 15Q: 3 clusters Score -8574792 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -8574823.000000 Penalty: 3611.273682
	Iteration 16Q: 3 clusters Score -8574823 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -8574846.000000 Penalty: 3611.273682
	Iteration 17Q: 3 clusters Score -8574846 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -8574870.000000 Penalty: 3611.273682
	Iteration 18Q: 3 clusters Score -8574870 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -8574887.000000 Penalty: 3611.273682
	Iteration 19Q: 3 clusters Score -8574887 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -8574890.000000 Penalty: 3611.273682
	Iteration 20F: 3 clusters Score -8574890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -8574870.000000 Penalty: 3611.273682
	Iteration 21Q: 3 clusters Score -8574870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -8574898.000000 Penalty: 3611.273682
	Iteration 22Q: 3 clusters Score -8574898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -8574901.000000 Penalty: 3611.273682
	Iteration 23Q: 3 clusters Score -8574901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -8574897.000000 Penalty: 3611.273682
	Iteration 24Q: 3 clusters Score -8574897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -8574887.000000 Penalty: 3611.273682
	Iteration 25Q: 3 clusters Score -8574887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -8574893.000000 Penalty: 3611.273682
	Iteration 26Q: 3 clusters Score -8574893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -8574899.000000 Penalty: 3611.273682
	Iteration 27Q: 3 clusters Score -8574899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -8574895.000000 Penalty: 3611.273682
	Iteration 28Q: 3 clusters Score -8574895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -8574882.000000 Penalty: 3611.273682
	Iteration 29Q: 3 clusters Score -8574882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -8574883.000000 Penalty: 3611.273682
	Iteration 30Q: 3 clusters Score -8574883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -8574877.000000 Penalty: 3611.273682
	Iteration 31Q: 3 clusters Score -8574877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -8574878.000000 Penalty: 3611.273682
	Iteration 32Q: 3 clusters Score -8574878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -8574884.000000 Penalty: 3611.273682
	Iteration 33Q: 3 clusters Score -8574884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -8574885.000000 Penalty: 3611.273682
	Iteration 34Q: 3 clusters Score -8574885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -8574890.000000 Penalty: 3611.273682
	Iteration 35Q: 3 clusters Score -8574890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -8574890.000000 Penalty: 3611.273682
	Iteration 36Q: 3 clusters Score -8574890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -8574887.000000 Penalty: 3611.273682
	Iteration 37Q: 3 clusters Score -8574887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -8574886.000000 Penalty: 3611.273682
	Iteration 38Q: 3 clusters Score -8574886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -8574888.000000 Penalty: 3611.273682
	Iteration 39Q: 3 clusters Score -8574888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -8574888.000000 Penalty: 3611.273682
	Iteration 40F: 3 clusters Score -8574888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 179 members 
Mstep: Class 6 contains 59519 members 
Mstep: Class 7 contains 47764 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 12 contains 15790 members 
Mstep: Class 13 contains 19180 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 16 contains 65444 members 
Mstep: Class 17 contains 119474 members 
Mstep: Class 18 contains 104424 members 
Mstep: Class 19 contains 107394 members 
Entering Unmasked Estep 
Score: -69482168.000000 Penalty: 34373.484375
Splitting cluster 13 changes total score from -69473712.000000 to -69482168.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 14 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -98068.203125 Penalty: 1108.252686
	Iteration 0F: 2 clusters Score -98068.2 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 466 members 
Entering Unmasked Estep 
Score: -96844.007812 Penalty: 2216.505371
	Iteration 0F: 3 clusters Score -96844.01 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -97543.789062 Penalty: 2216.505371
	Iteration 1F: 3 clusters Score -97543.79 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -97910.328125 Penalty: 2216.505371
	Iteration 2F: 3 clusters Score -97910.33 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -98099.335938 Penalty: 2216.505371
	Iteration 3F: 3 clusters Score -98099.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -98256.835938 Penalty: 2216.505371
	Iteration 4Q: 3 clusters Score -98256.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -98385.578125 Penalty: 2216.505371
	Iteration 5Q: 3 clusters Score -98385.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -98404.804688 Penalty: 2216.505371
	Iteration 6Q: 3 clusters Score -98404.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -98422.414062 Penalty: 2216.505371
	Iteration 7Q: 3 clusters Score -98422.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -98441.367188 Penalty: 2216.505371
	Iteration 8Q: 3 clusters Score -98441.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -98461.101562 Penalty: 2216.505371
	Iteration 9Q: 3 clusters Score -98461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -98467.117188 Penalty: 2216.505371
	Iteration 10Q: 3 clusters Score -98467.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -98469.312500 Penalty: 2216.505371
	Iteration 11Q: 3 clusters Score -98469.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -98470.906250 Penalty: 2216.505371
	Iteration 12Q: 3 clusters Score -98470.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -98476.750000 Penalty: 2216.505371
	Iteration 13Q: 3 clusters Score -98476.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -98476.859375 Penalty: 2216.505371
	Iteration 14Q: 3 clusters Score -98476.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -98476.859375 Penalty: 2216.505371
	Iteration 15F: 3 clusters Score -98476.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 179 members 
Mstep: Class 6 contains 59519 members 
Mstep: Class 7 contains 47764 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 12 contains 15790 members 
Mstep: Class 13 contains 19180 members 
Mstep: Class 14 contains 239 members 
Mstep: Class 16 contains 65444 members 
Mstep: Class 17 contains 119474 members 
Mstep: Class 18 contains 104424 members 
Mstep: Class 19 contains 107394 members 
Entering Unmasked Estep 
Score: -69481520.000000 Penalty: 36521.828125
Splitting cluster 14 changes total score from -69473712.000000 to -69481520.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 16 (65444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Entering Unmasked Estep 
Score: -8426146.000000 Penalty: 1801.954346
	Iteration 0F: 2 clusters Score -8426146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -8382710.000000 Penalty: 3603.908691
	Iteration 0F: 3 clusters Score -8382710 nChanged 30960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -8400827.000000 Penalty: 3603.908691
	Iteration 1F: 3 clusters Score -8400827 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -8401503.000000 Penalty: 3603.908691
	Iteration 2Q: 3 clusters Score -8401503 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -8402354.000000 Penalty: 3603.908691
	Iteration 3Q: 3 clusters Score -8402354 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -8403551.000000 Penalty: 3603.908691
	Iteration 4Q: 3 clusters Score -8403551 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -8405288.000000 Penalty: 3603.908691
	Iteration 5F: 3 clusters Score -8405288 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -8407749.000000 Penalty: 3603.908691
	Iteration 6F: 3 clusters Score -8407749 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -8411055.000000 Penalty: 3603.908691
	Iteration 7F: 3 clusters Score -8411055 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -8414830.000000 Penalty: 3603.908691
	Iteration 8F: 3 clusters Score -8414830 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -8418480.000000 Penalty: 3603.908691
	Iteration 9F: 3 clusters Score -8418480 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -8421323.000000 Penalty: 3603.908691
	Iteration 10Q: 3 clusters Score -8421323 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8423045.000000 Penalty: 3603.908691
	Iteration 11Q: 3 clusters Score -8423045 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8423928.000000 Penalty: 3603.908691
	Iteration 12Q: 3 clusters Score -8423928 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8424274.000000 Penalty: 3603.908691
	Iteration 13Q: 3 clusters Score -8424274 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8424456.000000 Penalty: 3603.908691
	Iteration 14Q: 3 clusters Score -8424456 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8424595.000000 Penalty: 3603.908691
	Iteration 15Q: 3 clusters Score -8424595 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8424664.000000 Penalty: 3603.908691
	Iteration 16Q: 3 clusters Score -8424664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8424703.000000 Penalty: 3603.908691
	Iteration 17Q: 3 clusters Score -8424703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8424736.000000 Penalty: 3603.908691
	Iteration 18Q: 3 clusters Score -8424736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8424763.000000 Penalty: 3603.908691
	Iteration 19Q: 3 clusters Score -8424763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8424807.000000 Penalty: 3603.908691
	Iteration 20F: 3 clusters Score -8424807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8424830.000000 Penalty: 3603.908691
	Iteration 21Q: 3 clusters Score -8424830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8424846.000000 Penalty: 3603.908691
	Iteration 22Q: 3 clusters Score -8424846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8424864.000000 Penalty: 3603.908691
	Iteration 23Q: 3 clusters Score -8424864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8424891.000000 Penalty: 3603.908691
	Iteration 24Q: 3 clusters Score -8424891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8424925.000000 Penalty: 3603.908691
	Iteration 25Q: 3 clusters Score -8424925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8424960.000000 Penalty: 3603.908691
	Iteration 26Q: 3 clusters Score -8424960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8424974.000000 Penalty: 3603.908691
	Iteration 27Q: 3 clusters Score -8424974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8425006.000000 Penalty: 3603.908691
	Iteration 28Q: 3 clusters Score -8425006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8425003.000000 Penalty: 3603.908691
	Iteration 29Q: 3 clusters Score -8425003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8425011.000000 Penalty: 3603.908691
	Iteration 30Q: 3 clusters Score -8425011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8425021.000000 Penalty: 3603.908691
	Iteration 31Q: 3 clusters Score -8425021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8425018.000000 Penalty: 3603.908691
	Iteration 32Q: 3 clusters Score -8425018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8425029.000000 Penalty: 3603.908691
	Iteration 33Q: 3 clusters Score -8425029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8425028.000000 Penalty: 3603.908691
	Iteration 34Q: 3 clusters Score -8425028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8425031.000000 Penalty: 3603.908691
	Iteration 35Q: 3 clusters Score -8425031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8425034.000000 Penalty: 3603.908691
	Iteration 36Q: 3 clusters Score -8425034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8425044.000000 Penalty: 3603.908691
	Iteration 37Q: 3 clusters Score -8425044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8425044.000000 Penalty: 3603.908691
	Iteration 38Q: 3 clusters Score -8425044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8425044.000000 Penalty: 3603.908691
	Iteration 39F: 3 clusters Score -8425044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (119474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119474 members 
Entering Unmasked Estep 
Score: -15307471.000000 Penalty: 1899.763794
	Iteration 0F: 2 clusters Score -1.530747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -15235760.000000 Penalty: 3799.527588
	Iteration 0F: 3 clusters Score -1.523576e+07 nChanged 57410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -15269235.000000 Penalty: 3799.527588
	Iteration 1F: 3 clusters Score -1.526924e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -15270177.000000 Penalty: 3799.527588
	Iteration 2Q: 3 clusters Score -1.527018e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -15271306.000000 Penalty: 3799.527588
	Iteration 3Q: 3 clusters Score -1.527131e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -15272824.000000 Penalty: 3799.527588
	Iteration 4Q: 3 clusters Score -1.527282e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -15274839.000000 Penalty: 3799.527588
	Iteration 5Q: 3 clusters Score -1.527484e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -15277486.000000 Penalty: 3799.527588
	Iteration 6Q: 3 clusters Score -1.527749e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -15281507.000000 Penalty: 3799.527588
	Iteration 7F: 3 clusters Score -1.528151e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -15287098.000000 Penalty: 3799.527588
	Iteration 8F: 3 clusters Score -1.52871e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -15292444.000000 Penalty: 3799.527588
	Iteration 9F: 3 clusters Score -1.529244e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -15295438.000000 Penalty: 3799.527588
	Iteration 10F: 3 clusters Score -1.529544e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -15296500.000000 Penalty: 3799.527588
	Iteration 11Q: 3 clusters Score -1.52965e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -15296741.000000 Penalty: 3799.527588
	Iteration 12Q: 3 clusters Score -1.529674e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -15296949.000000 Penalty: 3799.527588
	Iteration 13Q: 3 clusters Score -1.529695e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -15297100.000000 Penalty: 3799.527588
	Iteration 14Q: 3 clusters Score -1.52971e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -15297310.000000 Penalty: 3799.527588
	Iteration 15Q: 3 clusters Score -1.529731e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -15297465.000000 Penalty: 3799.527588
	Iteration 16Q: 3 clusters Score -1.529746e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -15297644.000000 Penalty: 3799.527588
	Iteration 17Q: 3 clusters Score -1.529764e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -15297828.000000 Penalty: 3799.527588
	Iteration 18Q: 3 clusters Score -1.529783e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -15298042.000000 Penalty: 3799.527588
	Iteration 19Q: 3 clusters Score -1.529804e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -15298294.000000 Penalty: 3799.527588
	Iteration 20F: 3 clusters Score -1.529829e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -15298501.000000 Penalty: 3799.527588
	Iteration 21Q: 3 clusters Score -1.52985e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -15298685.000000 Penalty: 3799.527588
	Iteration 22Q: 3 clusters Score -1.529868e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -15298864.000000 Penalty: 3799.527588
	Iteration 23Q: 3 clusters Score -1.529886e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -15299061.000000 Penalty: 3799.527588
	Iteration 24Q: 3 clusters Score -1.529906e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -15299198.000000 Penalty: 3799.527588
	Iteration 25Q: 3 clusters Score -1.52992e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -15299514.000000 Penalty: 3799.527588
	Iteration 26Q: 3 clusters Score -1.529951e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -15299706.000000 Penalty: 3799.527588
	Iteration 27Q: 3 clusters Score -1.529971e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -15299912.000000 Penalty: 3799.527588
	Iteration 28Q: 3 clusters Score -1.529991e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -15300151.000000 Penalty: 3799.527588
	Iteration 29Q: 3 clusters Score -1.530015e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -15300460.000000 Penalty: 3799.527588
	Iteration 30Q: 3 clusters Score -1.530046e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -15300704.000000 Penalty: 3799.527588
	Iteration 31Q: 3 clusters Score -1.53007e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -15300990.000000 Penalty: 3799.527588
	Iteration 32Q: 3 clusters Score -1.530099e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -15301313.000000 Penalty: 3799.527588
	Iteration 33Q: 3 clusters Score -1.530131e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -15301624.000000 Penalty: 3799.527588
	Iteration 34Q: 3 clusters Score -1.530162e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -15302023.000000 Penalty: 3799.527588
	Iteration 35Q: 3 clusters Score -1.530202e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -15302508.000000 Penalty: 3799.527588
	Iteration 36Q: 3 clusters Score -1.530251e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -15302903.000000 Penalty: 3799.527588
	Iteration 37Q: 3 clusters Score -1.53029e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -15303316.000000 Penalty: 3799.527588
	Iteration 38Q: 3 clusters Score -1.530332e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -15303735.000000 Penalty: 3799.527588
	Iteration 39Q: 3 clusters Score -1.530374e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -15304080.000000 Penalty: 3799.527588
	Iteration 40F: 3 clusters Score -1.530408e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -15304462.000000 Penalty: 3799.527588
	Iteration 41Q: 3 clusters Score -1.530446e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -15304707.000000 Penalty: 3799.527588
	Iteration 42Q: 3 clusters Score -1.530471e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -15304956.000000 Penalty: 3799.527588
	Iteration 43Q: 3 clusters Score -1.530496e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98335 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -15305263.000000 Penalty: 3799.527588
	Iteration 44Q: 3 clusters Score -1.530526e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -15305482.000000 Penalty: 3799.527588
	Iteration 45Q: 3 clusters Score -1.530548e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -15305694.000000 Penalty: 3799.527588
	Iteration 46Q: 3 clusters Score -1.530569e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -15305984.000000 Penalty: 3799.527588
	Iteration 47Q: 3 clusters Score -1.530598e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -15306219.000000 Penalty: 3799.527588
	Iteration 48Q: 3 clusters Score -1.530622e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -15306441.000000 Penalty: 3799.527588
	Iteration 49Q: 3 clusters Score -1.530644e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102468 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -15306689.000000 Penalty: 3799.527588
	Iteration 50Q: 3 clusters Score -1.530669e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -15306960.000000 Penalty: 3799.527588
	Iteration 51Q: 3 clusters Score -1.530696e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -15307107.000000 Penalty: 3799.527588
	Iteration 52Q: 3 clusters Score -1.530711e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -15307227.000000 Penalty: 3799.527588
	Iteration 53Q: 3 clusters Score -1.530723e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -15307396.000000 Penalty: 3799.527588
	Iteration 54Q: 3 clusters Score -1.53074e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -15307537.000000 Penalty: 3799.527588
	Iteration 55Q: 3 clusters Score -1.530754e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105158 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -15307675.000000 Penalty: 3799.527588
	Iteration 56Q: 3 clusters Score -1.530768e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -15307735.000000 Penalty: 3799.527588
	Iteration 57Q: 3 clusters Score -1.530774e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105835 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -15307808.000000 Penalty: 3799.527588
	Iteration 58Q: 3 clusters Score -1.530781e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -15307924.000000 Penalty: 3799.527588
	Iteration 59Q: 3 clusters Score -1.530792e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106388 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -15307953.000000 Penalty: 3799.527588
	Iteration 60F: 3 clusters Score -1.530795e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -15308007.000000 Penalty: 3799.527588
	Iteration 61Q: 3 clusters Score -1.530801e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106830 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -15308075.000000 Penalty: 3799.527588
	Iteration 62Q: 3 clusters Score -1.530808e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107015 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -15308125.000000 Penalty: 3799.527588
	Iteration 63Q: 3 clusters Score -1.530812e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107196 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -15308139.000000 Penalty: 3799.527588
	Iteration 64Q: 3 clusters Score -1.530814e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -15308165.000000 Penalty: 3799.527588
	Iteration 65Q: 3 clusters Score -1.530816e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107488 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -15308164.000000 Penalty: 3799.527588
	Iteration 66Q: 3 clusters Score -1.530816e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -15308179.000000 Penalty: 3799.527588
	Iteration 67Q: 3 clusters Score -1.530818e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -15308234.000000 Penalty: 3799.527588
	Iteration 68Q: 3 clusters Score -1.530823e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107855 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -15308227.000000 Penalty: 3799.527588
	Iteration 69Q: 3 clusters Score -1.530823e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -15308251.000000 Penalty: 3799.527588
	Iteration 70Q: 3 clusters Score -1.530825e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108074 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -15308260.000000 Penalty: 3799.527588
	Iteration 71Q: 3 clusters Score -1.530826e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -15308304.000000 Penalty: 3799.527588
	Iteration 72Q: 3 clusters Score -1.53083e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -15308320.000000 Penalty: 3799.527588
	Iteration 73Q: 3 clusters Score -1.530832e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -15308322.000000 Penalty: 3799.527588
	Iteration 74Q: 3 clusters Score -1.530832e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108381 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -15308337.000000 Penalty: 3799.527588
	Iteration 75Q: 3 clusters Score -1.530834e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -15308337.000000 Penalty: 3799.527588
	Iteration 76Q: 3 clusters Score -1.530834e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108501 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -15308357.000000 Penalty: 3799.527588
	Iteration 77Q: 3 clusters Score -1.530836e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108546 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -15308361.000000 Penalty: 3799.527588
	Iteration 78Q: 3 clusters Score -1.530836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108587 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -15308377.000000 Penalty: 3799.527588
	Iteration 79Q: 3 clusters Score -1.530838e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -15308371.000000 Penalty: 3799.527588
	Iteration 80F: 3 clusters Score -1.530837e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108683 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -15308366.000000 Penalty: 3799.527588
	Iteration 81Q: 3 clusters Score -1.530837e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -15308369.000000 Penalty: 3799.527588
	Iteration 82Q: 3 clusters Score -1.530837e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -15308388.000000 Penalty: 3799.527588
	Iteration 83Q: 3 clusters Score -1.530839e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -15308374.000000 Penalty: 3799.527588
	Iteration 84Q: 3 clusters Score -1.530837e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108874 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -15308403.000000 Penalty: 3799.527588
	Iteration 85Q: 3 clusters Score -1.53084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -15308405.000000 Penalty: 3799.527588
	Iteration 86Q: 3 clusters Score -1.53084e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -15308395.000000 Penalty: 3799.527588
	Iteration 87Q: 3 clusters Score -1.53084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108964 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -15308416.000000 Penalty: 3799.527588
	Iteration 88Q: 3 clusters Score -1.530842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108993 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -15308411.000000 Penalty: 3799.527588
	Iteration 89Q: 3 clusters Score -1.530841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109015 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -15308422.000000 Penalty: 3799.527588
	Iteration 90Q: 3 clusters Score -1.530842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -15308438.000000 Penalty: 3799.527588
	Iteration 91Q: 3 clusters Score -1.530844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -15308438.000000 Penalty: 3799.527588
	Iteration 92Q: 3 clusters Score -1.530844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -15308429.000000 Penalty: 3799.527588
	Iteration 93Q: 3 clusters Score -1.530843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109083 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -15308440.000000 Penalty: 3799.527588
	Iteration 94Q: 3 clusters Score -1.530844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109103 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -15308448.000000 Penalty: 3799.527588
	Iteration 95Q: 3 clusters Score -1.530845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -15308459.000000 Penalty: 3799.527588
	Iteration 96Q: 3 clusters Score -1.530846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109122 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -15308454.000000 Penalty: 3799.527588
	Iteration 97Q: 3 clusters Score -1.530845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109127 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -15308459.000000 Penalty: 3799.527588
	Iteration 98Q: 3 clusters Score -1.530846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -15308458.000000 Penalty: 3799.527588
	Iteration 99Q: 3 clusters Score -1.530846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -15308463.000000 Penalty: 3799.527588
	Iteration 100F: 3 clusters Score -1.530846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -15308468.000000 Penalty: 3799.527588
	Iteration 101Q: 3 clusters Score -1.530847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -15308478.000000 Penalty: 3799.527588
	Iteration 102Q: 3 clusters Score -1.530848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -15308467.000000 Penalty: 3799.527588
	Iteration 103Q: 3 clusters Score -1.530847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109181 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -15308464.000000 Penalty: 3799.527588
	Iteration 104Q: 3 clusters Score -1.530846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -15308470.000000 Penalty: 3799.527588
	Iteration 105Q: 3 clusters Score -1.530847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109199 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -15308474.000000 Penalty: 3799.527588
	Iteration 106Q: 3 clusters Score -1.530847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -15308479.000000 Penalty: 3799.527588
	Iteration 107Q: 3 clusters Score -1.530848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109208 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -15308473.000000 Penalty: 3799.527588
	Iteration 108Q: 3 clusters Score -1.530847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -15308475.000000 Penalty: 3799.527588
	Iteration 109Q: 3 clusters Score -1.530848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -15308475.000000 Penalty: 3799.527588
	Iteration 110F: 3 clusters Score -1.530848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 179 members 
Mstep: Class 6 contains 59519 members 
Mstep: Class 7 contains 47764 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 11 contains 10263 members 
Mstep: Class 12 contains 15790 members 
Mstep: Class 13 contains 19180 members 
Mstep: Class 14 contains 239 members 
Mstep: Class 16 contains 65444 members 
Mstep: Class 17 contains 109211 members 
Mstep: Class 18 contains 104424 members 
Mstep: Class 19 contains 107394 members 
Entering Unmasked Estep 
Score: -69481904.000000 Penalty: 38670.171875
Splitting cluster 17 changes total score from -69473712.000000 to -69481904.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 18 (104424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Entering Unmasked Estep 
Score: -13381444.000000 Penalty: 1877.885010
	Iteration 0F: 2 clusters Score -1.338144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -13315188.000000 Penalty: 3755.770020
	Iteration 0F: 3 clusters Score -1.331519e+07 nChanged 49762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -13344141.000000 Penalty: 3755.770020
	Iteration 1F: 3 clusters Score -1.334414e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -13345021.000000 Penalty: 3755.770020
	Iteration 2Q: 3 clusters Score -1.334502e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -13346068.000000 Penalty: 3755.770020
	Iteration 3Q: 3 clusters Score -1.334607e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -13347453.000000 Penalty: 3755.770020
	Iteration 4Q: 3 clusters Score -1.334745e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -13349441.000000 Penalty: 3755.770020
	Iteration 5Q: 3 clusters Score -1.334944e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -13351749.000000 Penalty: 3755.770020
	Iteration 6Q: 3 clusters Score -1.335175e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -13354716.000000 Penalty: 3755.770020
	Iteration 7F: 3 clusters Score -1.335472e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -13358804.000000 Penalty: 3755.770020
	Iteration 8F: 3 clusters Score -1.33588e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -13363344.000000 Penalty: 3755.770020
	Iteration 9F: 3 clusters Score -1.336334e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -13367538.000000 Penalty: 3755.770020
	Iteration 10Q: 3 clusters Score -1.336754e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -13370163.000000 Penalty: 3755.770020
	Iteration 11Q: 3 clusters Score -1.337016e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -13371642.000000 Penalty: 3755.770020
	Iteration 12Q: 3 clusters Score -1.337164e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -13372910.000000 Penalty: 3755.770020
	Iteration 13Q: 3 clusters Score -1.337291e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -13374120.000000 Penalty: 3755.770020
	Iteration 14Q: 3 clusters Score -1.337412e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -13375222.000000 Penalty: 3755.770020
	Iteration 15Q: 3 clusters Score -1.337522e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -13376290.000000 Penalty: 3755.770020
	Iteration 16Q: 3 clusters Score -1.337629e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -13377305.000000 Penalty: 3755.770020
	Iteration 17Q: 3 clusters Score -1.33773e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -13378166.000000 Penalty: 3755.770020
	Iteration 18Q: 3 clusters Score -1.337817e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -13379091.000000 Penalty: 3755.770020
	Iteration 19Q: 3 clusters Score -1.337909e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -13379592.000000 Penalty: 3755.770020
	Iteration 20F: 3 clusters Score -1.337959e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 92721 members 
Entering Unmasked Estep 
Score: -13380058.000000 Penalty: 3755.770020
	Iteration 21Q: 3 clusters Score -1.338006e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -13380369.000000 Penalty: 3755.770020
	Iteration 22Q: 3 clusters Score -1.338037e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -13380648.000000 Penalty: 3755.770020
	Iteration 23Q: 3 clusters Score -1.338065e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -13380831.000000 Penalty: 3755.770020
	Iteration 24Q: 3 clusters Score -1.338083e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -13380986.000000 Penalty: 3755.770020
	Iteration 25Q: 3 clusters Score -1.338099e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -13381093.000000 Penalty: 3755.770020
	Iteration 26Q: 3 clusters Score -1.338109e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 95988 members 
Entering Unmasked Estep 
Score: -13381168.000000 Penalty: 3755.770020
	Iteration 27Q: 3 clusters Score -1.338117e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 96418 members 
Entering Unmasked Estep 
Score: -13381234.000000 Penalty: 3755.770020
	Iteration 28Q: 3 clusters Score -1.338123e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -13381326.000000 Penalty: 3755.770020
	Iteration 29Q: 3 clusters Score -1.338133e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -13381312.000000 Penalty: 3755.770020
	Iteration 30Q: 3 clusters Score -1.338131e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 97477 members 
Entering Unmasked Estep 
Score: -13381398.000000 Penalty: 3755.770020
	Iteration 31Q: 3 clusters Score -1.33814e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -13381420.000000 Penalty: 3755.770020
	Iteration 32Q: 3 clusters Score -1.338142e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 98055 members 
Entering Unmasked Estep 
Score: -13381466.000000 Penalty: 3755.770020
	Iteration 33Q: 3 clusters Score -1.338147e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -13381502.000000 Penalty: 3755.770020
	Iteration 34Q: 3 clusters Score -1.33815e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 98551 members 
Entering Unmasked Estep 
Score: -13381546.000000 Penalty: 3755.770020
	Iteration 35Q: 3 clusters Score -1.338155e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 98796 members 
Entering Unmasked Estep 
Score: -13381502.000000 Penalty: 3755.770020
	Iteration 36Q: 3 clusters Score -1.33815e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -13381537.000000 Penalty: 3755.770020
	Iteration 37Q: 3 clusters Score -1.338154e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 99186 members 
Entering Unmasked Estep 
Score: -13381513.000000 Penalty: 3755.770020
	Iteration 38Q: 3 clusters Score -1.338151e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -13381519.000000 Penalty: 3755.770020
	Iteration 39Q: 3 clusters Score -1.338152e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -13381489.000000 Penalty: 3755.770020
	Iteration 40F: 3 clusters Score -1.338149e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -13381493.000000 Penalty: 3755.770020
	Iteration 41Q: 3 clusters Score -1.338149e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
Score: -13381508.000000 Penalty: 3755.770020
	Iteration 42Q: 3 clusters Score -1.338151e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -13381492.000000 Penalty: 3755.770020
	Iteration 43Q: 3 clusters Score -1.338149e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -13381475.000000 Penalty: 3755.770020
	Iteration 44Q: 3 clusters Score -1.338148e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 100053 members 
Entering Unmasked Estep 
Score: -13381468.000000 Penalty: 3755.770020
	Iteration 45Q: 3 clusters Score -1.338147e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -13381458.000000 Penalty: 3755.770020
	Iteration 46Q: 3 clusters Score -1.338146e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 100234 members 
Entering Unmasked Estep 
Score: -13381444.000000 Penalty: 3755.770020
	Iteration 47Q: 3 clusters Score -1.338144e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -13381417.000000 Penalty: 3755.770020
	Iteration 48Q: 3 clusters Score -1.338142e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -13381431.000000 Penalty: 3755.770020
	Iteration 49Q: 3 clusters Score -1.338143e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -13381420.000000 Penalty: 3755.770020
	Iteration 50Q: 3 clusters Score -1.338142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -13381405.000000 Penalty: 3755.770020
	Iteration 51Q: 3 clusters Score -1.33814e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -13381385.000000 Penalty: 3755.770020
	Iteration 52Q: 3 clusters Score -1.338138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 100617 members 
Entering Unmasked Estep 
Score: -13381399.000000 Penalty: 3755.770020
	Iteration 53Q: 3 clusters Score -1.33814e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 100656 members 
Entering Unmasked Estep 
Score: -13381392.000000 Penalty: 3755.770020
	Iteration 54Q: 3 clusters Score -1.338139e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -13381425.000000 Penalty: 3755.770020
	Iteration 55Q: 3 clusters Score -1.338142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -13381410.000000 Penalty: 3755.770020
	Iteration 56Q: 3 clusters Score -1.338141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -13381430.000000 Penalty: 3755.770020
	Iteration 57Q: 3 clusters Score -1.338143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 100772 members 
Entering Unmasked Estep 
Score: -13381430.000000 Penalty: 3755.770020
	Iteration 58Q: 3 clusters Score -1.338143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -13381411.000000 Penalty: 3755.770020
	Iteration 59Q: 3 clusters Score -1.338141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -13381411.000000 Penalty: 3755.770020
	Iteration 60F: 3 clusters Score -1.338141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -13381408.000000 Penalty: 3755.770020
	Iteration 61Q: 3 clusters Score -1.338141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -13381403.000000 Penalty: 3755.770020
	Iteration 62Q: 3 clusters Score -1.33814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -13381382.000000 Penalty: 3755.770020
	Iteration 63Q: 3 clusters Score -1.338138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -13381407.000000 Penalty: 3755.770020
	Iteration 64Q: 3 clusters Score -1.338141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -13381403.000000 Penalty: 3755.770020
	Iteration 65Q: 3 clusters Score -1.33814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -13381400.000000 Penalty: 3755.770020
	Iteration 66Q: 3 clusters Score -1.33814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -13381403.000000 Penalty: 3755.770020
	Iteration 67Q: 3 clusters Score -1.33814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 100887 members 
Entering Unmasked Estep 
Score: -13381402.000000 Penalty: 3755.770020
	Iteration 68Q: 3 clusters Score -1.33814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -13381403.000000 Penalty: 3755.770020
	Iteration 69Q: 3 clusters Score -1.33814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -13381397.000000 Penalty: 3755.770020
	Iteration 70Q: 3 clusters Score -1.33814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 100899 members 
Entering Unmasked Estep 
Score: -13381389.000000 Penalty: 3755.770020
	Iteration 71Q: 3 clusters Score -1.338139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -13381391.000000 Penalty: 3755.770020
	Iteration 72Q: 3 clusters Score -1.338139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -13381388.000000 Penalty: 3755.770020
	Iteration 73Q: 3 clusters Score -1.338139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -13381394.000000 Penalty: 3755.770020
	Iteration 74Q: 3 clusters Score -1.338139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -13381393.000000 Penalty: 3755.770020
	Iteration 75Q: 3 clusters Score -1.338139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -13381395.000000 Penalty: 3755.770020
	Iteration 76Q: 3 clusters Score -1.33814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -13381401.000000 Penalty: 3755.770020
	Iteration 77Q: 3 clusters Score -1.33814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
Score: -13381401.000000 Penalty: 3755.770020
	Iteration 78Q: 3 clusters Score -1.33814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -13381401.000000 Penalty: 3755.770020
	Iteration 79Q: 3 clusters Score -1.33814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 100926 members 
Entering Unmasked Estep 
Score: -13381400.000000 Penalty: 3755.770020
	Iteration 80F: 3 clusters Score -1.33814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -13381394.000000 Penalty: 3755.770020
	Iteration 81Q: 3 clusters Score -1.338139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -13381394.000000 Penalty: 3755.770020
	Iteration 82F: 3 clusters Score -1.338139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Entering Unmasked Estep 
Score: -13772515.000000 Penalty: 1882.442261
	Iteration 0F: 2 clusters Score -1.377252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -13705665.000000 Penalty: 3764.884521
	Iteration 0F: 3 clusters Score -1.370566e+07 nChanged 51478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -13736234.000000 Penalty: 3764.884521
	Iteration 1F: 3 clusters Score -1.373623e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -13737475.000000 Penalty: 3764.884521
	Iteration 2Q: 3 clusters Score -1.373748e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -13739218.000000 Penalty: 3764.884521
	Iteration 3Q: 3 clusters Score -1.373922e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -13741609.000000 Penalty: 3764.884521
	Iteration 4Q: 3 clusters Score -1.374161e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -13744815.000000 Penalty: 3764.884521
	Iteration 5F: 3 clusters Score -1.374482e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -13749261.000000 Penalty: 3764.884521
	Iteration 6F: 3 clusters Score -1.374926e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -13754548.000000 Penalty: 3764.884521
	Iteration 7F: 3 clusters Score -1.375455e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -13758986.000000 Penalty: 3764.884521
	Iteration 8F: 3 clusters Score -1.375899e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -13761233.000000 Penalty: 3764.884521
	Iteration 9Q: 3 clusters Score -1.376123e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -13761980.000000 Penalty: 3764.884521
	Iteration 10Q: 3 clusters Score -1.376198e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -13762428.000000 Penalty: 3764.884521
	Iteration 11Q: 3 clusters Score -1.376243e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -13762715.000000 Penalty: 3764.884521
	Iteration 12Q: 3 clusters Score -1.376272e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -13762948.000000 Penalty: 3764.884521
	Iteration 13Q: 3 clusters Score -1.376295e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -13763179.000000 Penalty: 3764.884521
	Iteration 14Q: 3 clusters Score -1.376318e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -13763488.000000 Penalty: 3764.884521
	Iteration 15Q: 3 clusters Score -1.376349e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -13763770.000000 Penalty: 3764.884521
	Iteration 16Q: 3 clusters Score -1.376377e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -13764114.000000 Penalty: 3764.884521
	Iteration 17Q: 3 clusters Score -1.376411e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -13764578.000000 Penalty: 3764.884521
	Iteration 18Q: 3 clusters Score -1.376458e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -13764934.000000 Penalty: 3764.884521
	Iteration 19Q: 3 clusters Score -1.376493e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -13765271.000000 Penalty: 3764.884521
	Iteration 20F: 3 clusters Score -1.376527e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84148 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -13765791.000000 Penalty: 3764.884521
	Iteration 21Q: 3 clusters Score -1.376579e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -13766231.000000 Penalty: 3764.884521
	Iteration 22Q: 3 clusters Score -1.376623e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -13766748.000000 Penalty: 3764.884521
	Iteration 23Q: 3 clusters Score -1.376675e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -13767285.000000 Penalty: 3764.884521
	Iteration 24Q: 3 clusters Score -1.376728e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -13767810.000000 Penalty: 3764.884521
	Iteration 25Q: 3 clusters Score -1.376781e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -13768228.000000 Penalty: 3764.884521
	Iteration 26Q: 3 clusters Score -1.376823e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -13768591.000000 Penalty: 3764.884521
	Iteration 27Q: 3 clusters Score -1.376859e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -13768882.000000 Penalty: 3764.884521
	Iteration 28Q: 3 clusters Score -1.376888e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -13769203.000000 Penalty: 3764.884521
	Iteration 29Q: 3 clusters Score -1.37692e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -13769452.000000 Penalty: 3764.884521
	Iteration 30Q: 3 clusters Score -1.376945e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -13769645.000000 Penalty: 3764.884521
	Iteration 31Q: 3 clusters Score -1.376964e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -13769829.000000 Penalty: 3764.884521
	Iteration 32Q: 3 clusters Score -1.376983e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -13769994.000000 Penalty: 3764.884521
	Iteration 33Q: 3 clusters Score -1.376999e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -13770105.000000 Penalty: 3764.884521
	Iteration 34Q: 3 clusters Score -1.37701e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -13770224.000000 Penalty: 3764.884521
	Iteration 35Q: 3 clusters Score -1.377022e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -13770326.000000 Penalty: 3764.884521
	Iteration 36Q: 3 clusters Score -1.377033e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -13770382.000000 Penalty: 3764.884521
	Iteration 37Q: 3 clusters Score -1.377038e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -13770502.000000 Penalty: 3764.884521
	Iteration 38Q: 3 clusters Score -1.37705e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -13770593.000000 Penalty: 3764.884521
	Iteration 39Q: 3 clusters Score -1.377059e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -13770643.000000 Penalty: 3764.884521
	Iteration 40F: 3 clusters Score -1.377064e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -13770715.000000 Penalty: 3764.884521
	Iteration 41Q: 3 clusters Score -1.377072e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -13770771.000000 Penalty: 3764.884521
	Iteration 42Q: 3 clusters Score -1.377077e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97366 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -13770820.000000 Penalty: 3764.884521
	Iteration 43Q: 3 clusters Score -1.377082e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -13770870.000000 Penalty: 3764.884521
	Iteration 44Q: 3 clusters Score -1.377087e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -13770925.000000 Penalty: 3764.884521
	Iteration 45Q: 3 clusters Score -1.377092e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -13771012.000000 Penalty: 3764.884521
	Iteration 46Q: 3 clusters Score -1.377101e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -13771065.000000 Penalty: 3764.884521
	Iteration 47Q: 3 clusters Score -1.377106e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -13771116.000000 Penalty: 3764.884521
	Iteration 48Q: 3 clusters Score -1.377112e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -13771166.000000 Penalty: 3764.884521
	Iteration 49Q: 3 clusters Score -1.377117e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -13771219.000000 Penalty: 3764.884521
	Iteration 50Q: 3 clusters Score -1.377122e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99437 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -13771280.000000 Penalty: 3764.884521
	Iteration 51Q: 3 clusters Score -1.377128e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -13771330.000000 Penalty: 3764.884521
	Iteration 52Q: 3 clusters Score -1.377133e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -13771420.000000 Penalty: 3764.884521
	Iteration 53Q: 3 clusters Score -1.377142e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -13771486.000000 Penalty: 3764.884521
	Iteration 54Q: 3 clusters Score -1.377149e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100154 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -13771549.000000 Penalty: 3764.884521
	Iteration 55Q: 3 clusters Score -1.377155e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100307 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -13771558.000000 Penalty: 3764.884521
	Iteration 56Q: 3 clusters Score -1.377156e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -13771598.000000 Penalty: 3764.884521
	Iteration 57Q: 3 clusters Score -1.37716e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100557 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -13771604.000000 Penalty: 3764.884521
	Iteration 58Q: 3 clusters Score -1.37716e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100648 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -13771617.000000 Penalty: 3764.884521
	Iteration 59Q: 3 clusters Score -1.377162e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100737 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -13771675.000000 Penalty: 3764.884521
	Iteration 60F: 3 clusters Score -1.377168e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -13771716.000000 Penalty: 3764.884521
	Iteration 61Q: 3 clusters Score -1.377172e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100887 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -13771733.000000 Penalty: 3764.884521
	Iteration 62Q: 3 clusters Score -1.377173e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -13771752.000000 Penalty: 3764.884521
	Iteration 63Q: 3 clusters Score -1.377175e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -13771765.000000 Penalty: 3764.884521
	Iteration 64Q: 3 clusters Score -1.377176e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101137 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -13771782.000000 Penalty: 3764.884521
	Iteration 65Q: 3 clusters Score -1.377178e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -13771806.000000 Penalty: 3764.884521
	Iteration 66Q: 3 clusters Score -1.377181e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -13771810.000000 Penalty: 3764.884521
	Iteration 67Q: 3 clusters Score -1.377181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101276 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -13771826.000000 Penalty: 3764.884521
	Iteration 68Q: 3 clusters Score -1.377183e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -13771846.000000 Penalty: 3764.884521
	Iteration 69Q: 3 clusters Score -1.377185e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101381 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -13771865.000000 Penalty: 3764.884521
	Iteration 70Q: 3 clusters Score -1.377186e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -13771874.000000 Penalty: 3764.884521
	Iteration 71Q: 3 clusters Score -1.377187e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -13771870.000000 Penalty: 3764.884521
	Iteration 72Q: 3 clusters Score -1.377187e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -13771881.000000 Penalty: 3764.884521
	Iteration 73Q: 3 clusters Score -1.377188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -13771881.000000 Penalty: 3764.884521
	Iteration 74Q: 3 clusters Score -1.377188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101564 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -13771885.000000 Penalty: 3764.884521
	Iteration 75Q: 3 clusters Score -1.377188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -13771881.000000 Penalty: 3764.884521
	Iteration 76Q: 3 clusters Score -1.377188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -13771877.000000 Penalty: 3764.884521
	Iteration 77Q: 3 clusters Score -1.377188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -13771887.000000 Penalty: 3764.884521
	Iteration 78Q: 3 clusters Score -1.377189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -13771891.000000 Penalty: 3764.884521
	Iteration 79Q: 3 clusters Score -1.377189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -13771890.000000 Penalty: 3764.884521
	Iteration 80F: 3 clusters Score -1.377189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -13771897.000000 Penalty: 3764.884521
	Iteration 81Q: 3 clusters Score -1.37719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -13771876.000000 Penalty: 3764.884521
	Iteration 82Q: 3 clusters Score -1.377188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -13771893.000000 Penalty: 3764.884521
	Iteration 83Q: 3 clusters Score -1.377189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -13771875.000000 Penalty: 3764.884521
	Iteration 84Q: 3 clusters Score -1.377188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101707 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -13771872.000000 Penalty: 3764.884521
	Iteration 85Q: 3 clusters Score -1.377187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -13771855.000000 Penalty: 3764.884521
	Iteration 86Q: 3 clusters Score -1.377186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -13771876.000000 Penalty: 3764.884521
	Iteration 87Q: 3 clusters Score -1.377188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -13771864.000000 Penalty: 3764.884521
	Iteration 88Q: 3 clusters Score -1.377186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -13771868.000000 Penalty: 3764.884521
	Iteration 89Q: 3 clusters Score -1.377187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -13771869.000000 Penalty: 3764.884521
	Iteration 90Q: 3 clusters Score -1.377187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101811 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -13771879.000000 Penalty: 3764.884521
	Iteration 91Q: 3 clusters Score -1.377188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -13771881.000000 Penalty: 3764.884521
	Iteration 92Q: 3 clusters Score -1.377188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101830 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -13771884.000000 Penalty: 3764.884521
	Iteration 93Q: 3 clusters Score -1.377188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -13771886.000000 Penalty: 3764.884521
	Iteration 94Q: 3 clusters Score -1.377189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -13771889.000000 Penalty: 3764.884521
	Iteration 95Q: 3 clusters Score -1.377189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -13771881.000000 Penalty: 3764.884521
	Iteration 96Q: 3 clusters Score -1.377188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -13771881.000000 Penalty: 3764.884521
	Iteration 97Q: 3 clusters Score -1.377188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -13771893.000000 Penalty: 3764.884521
	Iteration 98Q: 3 clusters Score -1.377189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101871 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -13771891.000000 Penalty: 3764.884521
	Iteration 99Q: 3 clusters Score -1.377189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -13771901.000000 Penalty: 3764.884521
	Iteration 100F: 3 clusters Score -1.37719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -13771896.000000 Penalty: 3764.884521
	Iteration 101Q: 3 clusters Score -1.37719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -13771896.000000 Penalty: 3764.884521
	Iteration 102F: 3 clusters Score -1.37719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 5 contains 179 members 
Mstep: Class 6 contains 59519 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 12 contains 15790 members 
Mstep: Class 13 contains 19180 members 
Mstep: Class 14 contains 239 members 
Mstep: Class 16 contains 65444 members 
Mstep: Class 17 contains 109211 members 
Mstep: Class 18 contains 104424 members 
Mstep: Class 19 contains 107394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69488688.000000 Penalty: 38670.171875
Iteration 39Q: 19 clusters Score -6.948869e+07 nChanged 16592
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 181 members 
Mstep: Class 6 contains 60468 members 
Mstep: Class 7 contains 45916 members 
Mstep: Class 8 contains 708 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 10640 members 
Mstep: Class 12 contains 15835 members 
Mstep: Class 13 contains 19625 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 16 contains 66973 members 
Mstep: Class 17 contains 108887 members 
Mstep: Class 18 contains 103254 members 
Mstep: Class 19 contains 107188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69495728.000000 Penalty: 38670.171875
Iteration 40F: 19 clusters Score -6.949573e+07 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4551 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 209 members 
Mstep: Class 6 contains 60893 members 
Mstep: Class 7 contains 45399 members 
Mstep: Class 8 contains 742 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 10 contains 4823 members 
Mstep: Class 11 contains 12025 members 
Mstep: Class 12 contains 15626 members 
Mstep: Class 13 contains 20013 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 16 contains 68865 members 
Mstep: Class 17 contains 108595 members 
Mstep: Class 18 contains 101585 members 
Mstep: Class 19 contains 105665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69499376.000000 Penalty: 38670.171875
Iteration 41Q: 19 clusters Score -6.949938e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 61337 members 
Mstep: Class 7 contains 44929 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 13095 members 
Mstep: Class 12 contains 15397 members 
Mstep: Class 13 contains 20445 members 
Mstep: Class 14 contains 254 members 
Mstep: Class 16 contains 70542 members 
Mstep: Class 17 contains 108151 members 
Mstep: Class 18 contains 100088 members 
Mstep: Class 19 contains 104510 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 19 clusters Score -6.950148e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4653 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 218 members 
Mstep: Class 6 contains 61713 members 
Mstep: Class 7 contains 44526 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 14104 members 
Mstep: Class 12 contains 15216 members 
Mstep: Class 13 contains 20929 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 16 contains 71883 members 
Mstep: Class 17 contains 107514 members 
Mstep: Class 18 contains 98854 members 
Mstep: Class 19 contains 103613 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 19 clusters Score -6.950326e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 62100 members 
Mstep: Class 7 contains 44185 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 15005 members 
Mstep: Class 12 contains 15069 members 
Mstep: Class 13 contains 21363 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 16 contains 73034 members 
Mstep: Class 17 contains 106784 members 
Mstep: Class 18 contains 97679 members 
Mstep: Class 19 contains 102968 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -6.950455e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4753 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 62437 members 
Mstep: Class 7 contains 43962 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 223 members 
Mstep: Class 10 contains 5121 members 
Mstep: Class 11 contains 15816 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 21788 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 16 contains 74004 members 
Mstep: Class 17 contains 105944 members 
Mstep: Class 18 contains 96568 members 
Mstep: Class 19 contains 102564 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -6.950552e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 222 members 
Mstep: Class 6 contains 62778 members 
Mstep: Class 7 contains 43807 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 5214 members 
Mstep: Class 11 contains 16485 members 
Mstep: Class 12 contains 14838 members 
Mstep: Class 13 contains 22196 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 74797 members 
Mstep: Class 17 contains 105065 members 
Mstep: Class 18 contains 95623 members 
Mstep: Class 19 contains 102287 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 19 clusters Score -6.950634e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4859 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63052 members 
Mstep: Class 7 contains 43709 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 17099 members 
Mstep: Class 12 contains 14744 members 
Mstep: Class 13 contains 22632 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 16 contains 75472 members 
Mstep: Class 17 contains 104135 members 
Mstep: Class 18 contains 94835 members 
Mstep: Class 19 contains 102031 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -6.950731e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63243 members 
Mstep: Class 7 contains 43658 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 17644 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 23033 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 76092 members 
Mstep: Class 17 contains 103314 members 
Mstep: Class 18 contains 94053 members 
Mstep: Class 19 contains 101831 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 19 clusters Score -6.95083e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63409 members 
Mstep: Class 7 contains 43626 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 233 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 18118 members 
Mstep: Class 12 contains 14572 members 
Mstep: Class 13 contains 23397 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 16 contains 76701 members 
Mstep: Class 17 contains 102487 members 
Mstep: Class 18 contains 93305 members 
Mstep: Class 19 contains 101716 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -6.950903e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 43636 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 235 members 
Mstep: Class 10 contains 5662 members 
Mstep: Class 11 contains 18544 members 
Mstep: Class 12 contains 14486 members 
Mstep: Class 13 contains 23788 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 77319 members 
Mstep: Class 17 contains 101729 members 
Mstep: Class 18 contains 92487 members 
Mstep: Class 19 contains 101634 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 19 clusters Score -6.950983e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63669 members 
Mstep: Class 7 contains 43671 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 18918 members 
Mstep: Class 12 contains 14408 members 
Mstep: Class 13 contains 24116 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 77887 members 
Mstep: Class 17 contains 101057 members 
Mstep: Class 18 contains 91685 members 
Mstep: Class 19 contains 101524 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -6.951041e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5192 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63757 members 
Mstep: Class 7 contains 43725 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 5956 members 
Mstep: Class 11 contains 19248 members 
Mstep: Class 12 contains 14339 members 
Mstep: Class 13 contains 24402 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 78430 members 
Mstep: Class 17 contains 100407 members 
Mstep: Class 18 contains 90923 members 
Mstep: Class 19 contains 101485 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 19 clusters Score -6.951085e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63842 members 
Mstep: Class 7 contains 43800 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 19561 members 
Mstep: Class 12 contains 14240 members 
Mstep: Class 13 contains 24672 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 16 contains 78926 members 
Mstep: Class 17 contains 99811 members 
Mstep: Class 18 contains 90238 members 
Mstep: Class 19 contains 101426 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -6.951155e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63872 members 
Mstep: Class 7 contains 43870 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 6292 members 
Mstep: Class 11 contains 19844 members 
Mstep: Class 12 contains 14133 members 
Mstep: Class 13 contains 24889 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 79356 members 
Mstep: Class 17 contains 99304 members 
Mstep: Class 18 contains 89604 members 
Mstep: Class 19 contains 101412 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -6.951185e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63933 members 
Mstep: Class 7 contains 43978 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 6477 members 
Mstep: Class 11 contains 20097 members 
Mstep: Class 12 contains 14026 members 
Mstep: Class 13 contains 25126 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 79753 members 
Mstep: Class 17 contains 98734 members 
Mstep: Class 18 contains 89066 members 
Mstep: Class 19 contains 101345 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -6.951214e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63974 members 
Mstep: Class 7 contains 44088 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 20354 members 
Mstep: Class 12 contains 13919 members 
Mstep: Class 13 contains 25350 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80115 members 
Mstep: Class 17 contains 98237 members 
Mstep: Class 18 contains 88551 members 
Mstep: Class 19 contains 101242 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -6.951274e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63950 members 
Mstep: Class 7 contains 44214 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 6861 members 
Mstep: Class 11 contains 20582 members 
Mstep: Class 12 contains 13821 members 
Mstep: Class 13 contains 25569 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80409 members 
Mstep: Class 17 contains 97779 members 
Mstep: Class 18 contains 88110 members 
Mstep: Class 19 contains 101126 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -6.951299e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5498 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63891 members 
Mstep: Class 7 contains 44331 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 242 members 
Mstep: Class 10 contains 7103 members 
Mstep: Class 11 contains 20783 members 
Mstep: Class 12 contains 13719 members 
Mstep: Class 13 contains 25734 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80633 members 
Mstep: Class 17 contains 97408 members 
Mstep: Class 18 contains 87761 members 
Mstep: Class 19 contains 100987 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -6.951356e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5540 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63795 members 
Mstep: Class 7 contains 44433 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 20977 members 
Mstep: Class 12 contains 13636 members 
Mstep: Class 13 contains 25871 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 16 contains 80845 members 
Mstep: Class 17 contains 97127 members 
Mstep: Class 18 contains 87455 members 
Mstep: Class 19 contains 100829 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -6.95141e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5603 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 63675 members 
Mstep: Class 7 contains 44525 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 7621 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 13555 members 
Mstep: Class 13 contains 25999 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 16 contains 80938 members 
Mstep: Class 17 contains 96856 members 
Mstep: Class 18 contains 87230 members 
Mstep: Class 19 contains 100693 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -6.951461e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5663 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 63504 members 
Mstep: Class 7 contains 44606 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 244 members 
Mstep: Class 10 contains 7911 members 
Mstep: Class 11 contains 21324 members 
Mstep: Class 12 contains 13456 members 
Mstep: Class 13 contains 26112 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 16 contains 80991 members 
Mstep: Class 17 contains 96651 members 
Mstep: Class 18 contains 87055 members 
Mstep: Class 19 contains 100567 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -6.951498e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5730 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 63334 members 
Mstep: Class 7 contains 44668 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 244 members 
Mstep: Class 10 contains 8202 members 
Mstep: Class 11 contains 21500 members 
Mstep: Class 12 contains 13352 members 
Mstep: Class 13 contains 26216 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 16 contains 81038 members 
Mstep: Class 17 contains 96477 members 
Mstep: Class 18 contains 86873 members 
Mstep: Class 19 contains 100445 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -6.951531e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5800 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 63120 members 
Mstep: Class 7 contains 44727 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 244 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 21649 members 
Mstep: Class 12 contains 13252 members 
Mstep: Class 13 contains 26307 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 16 contains 81032 members 
Mstep: Class 17 contains 96368 members 
Mstep: Class 18 contains 86742 members 
Mstep: Class 19 contains 100348 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -6.95158e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5873 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 62875 members 
Mstep: Class 7 contains 44792 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 245 members 
Mstep: Class 10 contains 8747 members 
Mstep: Class 11 contains 21794 members 
Mstep: Class 12 contains 13146 members 
Mstep: Class 13 contains 26391 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 16 contains 81038 members 
Mstep: Class 17 contains 96366 members 
Mstep: Class 18 contains 86587 members 
Mstep: Class 19 contains 100225 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -6.951575e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 62661 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 245 members 
Mstep: Class 10 contains 8969 members 
Mstep: Class 11 contains 21946 members 
Mstep: Class 12 contains 13046 members 
Mstep: Class 13 contains 26479 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 16 contains 81054 members 
Mstep: Class 17 contains 96375 members 
Mstep: Class 18 contains 86456 members 
Mstep: Class 19 contains 100082 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -6.951602e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6009 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 62479 members 
Mstep: Class 7 contains 44874 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 9163 members 
Mstep: Class 11 contains 22087 members 
Mstep: Class 12 contains 12939 members 
Mstep: Class 13 contains 26593 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 16 contains 81051 members 
Mstep: Class 17 contains 96379 members 
Mstep: Class 18 contains 86344 members 
Mstep: Class 19 contains 99913 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -6.951596e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 62325 members 
Mstep: Class 7 contains 44896 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 9330 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 12848 members 
Mstep: Class 13 contains 26702 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 16 contains 81031 members 
Mstep: Class 17 contains 96427 members 
Mstep: Class 18 contains 86206 members 
Mstep: Class 19 contains 99759 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -6.951614e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6153 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 62172 members 
Mstep: Class 7 contains 44902 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 11 contains 22340 members 
Mstep: Class 12 contains 12748 members 
Mstep: Class 13 contains 26795 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 16 contains 81028 members 
Mstep: Class 17 contains 96513 members 
Mstep: Class 18 contains 86029 members 
Mstep: Class 19 contains 99664 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -6.95161e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6252 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 62014 members 
Mstep: Class 7 contains 44905 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 22483 members 
Mstep: Class 12 contains 12660 members 
Mstep: Class 13 contains 26884 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 16 contains 81021 members 
Mstep: Class 17 contains 96577 members 
Mstep: Class 18 contains 85821 members 
Mstep: Class 19 contains 99592 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -6.951609e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6343 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 61855 members 
Mstep: Class 7 contains 44907 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 26976 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 16 contains 81024 members 
Mstep: Class 17 contains 96626 members 
Mstep: Class 18 contains 85667 members 
Mstep: Class 19 contains 99568 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -6.951625e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6397 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 61712 members 
Mstep: Class 7 contains 44915 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 248 members 
Mstep: Class 10 contains 9789 members 
Mstep: Class 11 contains 22717 members 
Mstep: Class 12 contains 12428 members 
Mstep: Class 13 contains 27071 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 16 contains 81002 members 
Mstep: Class 17 contains 96685 members 
Mstep: Class 18 contains 85531 members 
Mstep: Class 19 contains 99568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516368.000000 Penalty: 38670.171875
Iteration 71Q: 19 clusters Score -6.951637e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 61580 members 
Mstep: Class 7 contains 44919 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 22817 members 
Mstep: Class 12 contains 12333 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 16 contains 80974 members 
Mstep: Class 17 contains 96756 members 
Mstep: Class 18 contains 85366 members 
Mstep: Class 19 contains 99555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516528.000000 Penalty: 38670.171875
Iteration 72Q: 19 clusters Score -6.951653e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6519 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 61476 members 
Mstep: Class 7 contains 44920 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 22932 members 
Mstep: Class 12 contains 12244 members 
Mstep: Class 13 contains 27268 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 16 contains 80942 members 
Mstep: Class 17 contains 96820 members 
Mstep: Class 18 contains 85215 members 
Mstep: Class 19 contains 99525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516328.000000 Penalty: 38670.171875
Iteration 73Q: 19 clusters Score -6.951633e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 61391 members 
Mstep: Class 7 contains 44932 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10007 members 
Mstep: Class 11 contains 23042 members 
Mstep: Class 12 contains 12176 members 
Mstep: Class 13 contains 27332 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 16 contains 80920 members 
Mstep: Class 17 contains 96863 members 
Mstep: Class 18 contains 85077 members 
Mstep: Class 19 contains 99493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516272.000000 Penalty: 38670.171875
Iteration 74Q: 19 clusters Score -6.951627e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6602 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 61321 members 
Mstep: Class 7 contains 44933 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10088 members 
Mstep: Class 11 contains 23152 members 
Mstep: Class 12 contains 12110 members 
Mstep: Class 13 contains 27419 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80866 members 
Mstep: Class 17 contains 96882 members 
Mstep: Class 18 contains 84974 members 
Mstep: Class 19 contains 99435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516088.000000 Penalty: 38670.171875
Iteration 75Q: 19 clusters Score -6.951609e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6646 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 61262 members 
Mstep: Class 7 contains 44945 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10147 members 
Mstep: Class 11 contains 23265 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 27521 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80867 members 
Mstep: Class 17 contains 96856 members 
Mstep: Class 18 contains 84856 members 
Mstep: Class 19 contains 99367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516216.000000 Penalty: 38670.171875
Iteration 76Q: 19 clusters Score -6.951622e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1533 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 61177 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10210 members 
Mstep: Class 11 contains 23365 members 
Mstep: Class 12 contains 11990 members 
Mstep: Class 13 contains 27617 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80851 members 
Mstep: Class 17 contains 96854 members 
Mstep: Class 18 contains 84747 members 
Mstep: Class 19 contains 99328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516240.000000 Penalty: 38670.171875
Iteration 77Q: 19 clusters Score -6.951624e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 61077 members 
Mstep: Class 7 contains 44954 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10249 members 
Mstep: Class 11 contains 23439 members 
Mstep: Class 12 contains 11945 members 
Mstep: Class 13 contains 27698 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80856 members 
Mstep: Class 17 contains 96862 members 
Mstep: Class 18 contains 84646 members 
Mstep: Class 19 contains 99324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516304.000000 Penalty: 38670.171875
Iteration 78Q: 19 clusters Score -6.95163e+07 nChanged 874
Entering ConstructFrom: 
Score: -69516304.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -18107.962891 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -18107.96 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: -17405.730469 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -17405.73 nChanged 81
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: -17679.722656 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -17679.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17721.744141 Penalty: 1825.450684
	Iteration 2Q: 3 clusters Score -17721.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17741.066406 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -17741.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17757.613281 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -17757.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17775.044922 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -17775.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17788.476562 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -17788.48 nChanged 3
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: -17808.398438 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -17808.4 nChanged 0
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: -17808.398438 Penalty: 1825.450684
	Iteration 8F: 3 clusters Score -17808.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Entering Unmasked Estep 
Score: -816689.750000 Penalty: 1432.594116
	Iteration 0F: 2 clusters Score -816689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -811602.187500 Penalty: 2865.188232
	Iteration 0F: 3 clusters Score -811602.2 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -813148.437500 Penalty: 2865.188232
	Iteration 1F: 3 clusters Score -813148.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -813426.125000 Penalty: 2865.188232
	Iteration 2F: 3 clusters Score -813426.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -813661.187500 Penalty: 2865.188232
	Iteration 3F: 3 clusters Score -813661.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -813828.937500 Penalty: 2865.188232
	Iteration 4F: 3 clusters Score -813828.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -813940.125000 Penalty: 2865.188232
	Iteration 5Q: 3 clusters Score -813940.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -814028.750000 Penalty: 2865.188232
	Iteration 6Q: 3 clusters Score -814028.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -814121.625000 Penalty: 2865.188232
	Iteration 7Q: 3 clusters Score -814121.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -814204.437500 Penalty: 2865.188232
	Iteration 8Q: 3 clusters Score -814204.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -814291.062500 Penalty: 2865.188232
	Iteration 9Q: 3 clusters Score -814291.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -814366.000000 Penalty: 2865.188232
	Iteration 10Q: 3 clusters Score -814366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -814440.375000 Penalty: 2865.188232
	Iteration 11Q: 3 clusters Score -814440.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -814509.812500 Penalty: 2865.188232
	Iteration 12Q: 3 clusters Score -814509.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -814574.125000 Penalty: 2865.188232
	Iteration 13Q: 3 clusters Score -814574.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -814634.687500 Penalty: 2865.188232
	Iteration 14Q: 3 clusters Score -814634.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -814694.437500 Penalty: 2865.188232
	Iteration 15Q: 3 clusters Score -814694.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -814738.750000 Penalty: 2865.188232
	Iteration 16Q: 3 clusters Score -814738.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -814781.812500 Penalty: 2865.188232
	Iteration 17Q: 3 clusters Score -814781.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -814823.375000 Penalty: 2865.188232
	Iteration 18Q: 3 clusters Score -814823.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -814861.375000 Penalty: 2865.188232
	Iteration 19Q: 3 clusters Score -814861.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -814903.000000 Penalty: 2865.188232
	Iteration 20F: 3 clusters Score -814903 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -814936.937500 Penalty: 2865.188232
	Iteration 21Q: 3 clusters Score -814936.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -814972.937500 Penalty: 2865.188232
	Iteration 22Q: 3 clusters Score -814972.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -815012.062500 Penalty: 2865.188232
	Iteration 23Q: 3 clusters Score -815012.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -815044.625000 Penalty: 2865.188232
	Iteration 24Q: 3 clusters Score -815044.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -815070.875000 Penalty: 2865.188232
	Iteration 25Q: 3 clusters Score -815070.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -815090.187500 Penalty: 2865.188232
	Iteration 26Q: 3 clusters Score -815090.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -815107.000000 Penalty: 2865.188232
	Iteration 27Q: 3 clusters Score -815107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -815119.500000 Penalty: 2865.188232
	Iteration 28Q: 3 clusters Score -815119.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -815135.375000 Penalty: 2865.188232
	Iteration 29Q: 3 clusters Score -815135.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -815148.937500 Penalty: 2865.188232
	Iteration 30Q: 3 clusters Score -815148.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -815168.000000 Penalty: 2865.188232
	Iteration 31Q: 3 clusters Score -815168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -815191.937500 Penalty: 2865.188232
	Iteration 32Q: 3 clusters Score -815191.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -815206.000000 Penalty: 2865.188232
	Iteration 33Q: 3 clusters Score -815206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -815229.437500 Penalty: 2865.188232
	Iteration 34Q: 3 clusters Score -815229.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -815252.500000 Penalty: 2865.188232
	Iteration 35Q: 3 clusters Score -815252.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -815276.937500 Penalty: 2865.188232
	Iteration 36Q: 3 clusters Score -815276.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -815295.125000 Penalty: 2865.188232
	Iteration 37Q: 3 clusters Score -815295.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -815307.500000 Penalty: 2865.188232
	Iteration 38Q: 3 clusters Score -815307.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -815319.000000 Penalty: 2865.188232
	Iteration 39Q: 3 clusters Score -815319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -815331.312500 Penalty: 2865.188232
	Iteration 40F: 3 clusters Score -815331.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -815340.000000 Penalty: 2865.188232
	Iteration 41Q: 3 clusters Score -815340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -815344.687500 Penalty: 2865.188232
	Iteration 42Q: 3 clusters Score -815344.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -815347.562500 Penalty: 2865.188232
	Iteration 43Q: 3 clusters Score -815347.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -815354.875000 Penalty: 2865.188232
	Iteration 44Q: 3 clusters Score -815354.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -815356.250000 Penalty: 2865.188232
	Iteration 45Q: 3 clusters Score -815356.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -815357.875000 Penalty: 2865.188232
	Iteration 46Q: 3 clusters Score -815357.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -815360.500000 Penalty: 2865.188232
	Iteration 47Q: 3 clusters Score -815360.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -815362.375000 Penalty: 2865.188232
	Iteration 48Q: 3 clusters Score -815362.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -815364.562500 Penalty: 2865.188232
	Iteration 49Q: 3 clusters Score -815364.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -815369.875000 Penalty: 2865.188232
	Iteration 50Q: 3 clusters Score -815369.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -815372.250000 Penalty: 2865.188232
	Iteration 51Q: 3 clusters Score -815372.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -815380.437500 Penalty: 2865.188232
	Iteration 52Q: 3 clusters Score -815380.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -815388.000000 Penalty: 2865.188232
	Iteration 53Q: 3 clusters Score -815388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -815397.687500 Penalty: 2865.188232
	Iteration 54Q: 3 clusters Score -815397.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -815408.375000 Penalty: 2865.188232
	Iteration 55Q: 3 clusters Score -815408.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -815414.312500 Penalty: 2865.188232
	Iteration 56Q: 3 clusters Score -815414.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -815420.562500 Penalty: 2865.188232
	Iteration 57Q: 3 clusters Score -815420.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -815429.187500 Penalty: 2865.188232
	Iteration 58Q: 3 clusters Score -815429.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -815438.312500 Penalty: 2865.188232
	Iteration 59Q: 3 clusters Score -815438.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -815441.000000 Penalty: 2865.188232
	Iteration 60F: 3 clusters Score -815441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -815444.500000 Penalty: 2865.188232
	Iteration 61Q: 3 clusters Score -815444.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -815447.687500 Penalty: 2865.188232
	Iteration 62Q: 3 clusters Score -815447.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -815453.250000 Penalty: 2865.188232
	Iteration 63Q: 3 clusters Score -815453.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -815450.937500 Penalty: 2865.188232
	Iteration 64Q: 3 clusters Score -815450.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -815454.687500 Penalty: 2865.188232
	Iteration 65Q: 3 clusters Score -815454.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -815456.375000 Penalty: 2865.188232
	Iteration 66Q: 3 clusters Score -815456.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -815459.812500 Penalty: 2865.188232
	Iteration 67Q: 3 clusters Score -815459.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -815463.437500 Penalty: 2865.188232
	Iteration 68Q: 3 clusters Score -815463.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -815463.750000 Penalty: 2865.188232
	Iteration 69Q: 3 clusters Score -815463.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -815468.062500 Penalty: 2865.188232
	Iteration 70Q: 3 clusters Score -815468.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -815472.625000 Penalty: 2865.188232
	Iteration 71Q: 3 clusters Score -815472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -815473.437500 Penalty: 2865.188232
	Iteration 72Q: 3 clusters Score -815473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -815474.000000 Penalty: 2865.188232
	Iteration 73Q: 3 clusters Score -815474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -815475.437500 Penalty: 2865.188232
	Iteration 74Q: 3 clusters Score -815475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -815474.375000 Penalty: 2865.188232
	Iteration 75Q: 3 clusters Score -815474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -815475.375000 Penalty: 2865.188232
	Iteration 76Q: 3 clusters Score -815475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -815475.625000 Penalty: 2865.188232
	Iteration 77Q: 3 clusters Score -815475.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -815476.937500 Penalty: 2865.188232
	Iteration 78Q: 3 clusters Score -815476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -815478.250000 Penalty: 2865.188232
	Iteration 79Q: 3 clusters Score -815478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -815479.000000 Penalty: 2865.188232
	Iteration 80F: 3 clusters Score -815479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -815478.812500 Penalty: 2865.188232
	Iteration 81Q: 3 clusters Score -815478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -815479.812500 Penalty: 2865.188232
	Iteration 82Q: 3 clusters Score -815479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -815481.437500 Penalty: 2865.188232
	Iteration 83Q: 3 clusters Score -815481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -815482.125000 Penalty: 2865.188232
	Iteration 84Q: 3 clusters Score -815482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -815483.125000 Penalty: 2865.188232
	Iteration 85Q: 3 clusters Score -815483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -815482.687500 Penalty: 2865.188232
	Iteration 86Q: 3 clusters Score -815482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -815481.812500 Penalty: 2865.188232
	Iteration 87Q: 3 clusters Score -815481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -815482.937500 Penalty: 2865.188232
	Iteration 88Q: 3 clusters Score -815482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -815482.250000 Penalty: 2865.188232
	Iteration 89Q: 3 clusters Score -815482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -815484.312500 Penalty: 2865.188232
	Iteration 90Q: 3 clusters Score -815484.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -815483.812500 Penalty: 2865.188232
	Iteration 91Q: 3 clusters Score -815483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -815484.187500 Penalty: 2865.188232
	Iteration 92Q: 3 clusters Score -815484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -815484.312500 Penalty: 2865.188232
	Iteration 93Q: 3 clusters Score -815484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -815486.187500 Penalty: 2865.188232
	Iteration 94Q: 3 clusters Score -815486.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -815486.250000 Penalty: 2865.188232
	Iteration 95Q: 3 clusters Score -815486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -815488.000000 Penalty: 2865.188232
	Iteration 96Q: 3 clusters Score -815488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -815488.437500 Penalty: 2865.188232
	Iteration 97Q: 3 clusters Score -815488.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -815489.125000 Penalty: 2865.188232
	Iteration 98Q: 3 clusters Score -815489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -815490.687500 Penalty: 2865.188232
	Iteration 99Q: 3 clusters Score -815490.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -815493.375000 Penalty: 2865.188232
	Iteration 100F: 3 clusters Score -815493.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -815491.562500 Penalty: 2865.188232
	Iteration 101Q: 3 clusters Score -815491.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -815493.375000 Penalty: 2865.188232
	Iteration 102Q: 3 clusters Score -815493.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -815498.375000 Penalty: 2865.188232
	Iteration 103Q: 3 clusters Score -815498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -815497.125000 Penalty: 2865.188232
	Iteration 104Q: 3 clusters Score -815497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -815498.875000 Penalty: 2865.188232
	Iteration 105Q: 3 clusters Score -815498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -815501.500000 Penalty: 2865.188232
	Iteration 106Q: 3 clusters Score -815501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -815500.312500 Penalty: 2865.188232
	Iteration 107Q: 3 clusters Score -815500.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -815500.437500 Penalty: 2865.188232
	Iteration 108Q: 3 clusters Score -815500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -815502.187500 Penalty: 2865.188232
	Iteration 109Q: 3 clusters Score -815502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -815501.812500 Penalty: 2865.188232
	Iteration 110Q: 3 clusters Score -815501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -815501.687500 Penalty: 2865.188232
	Iteration 111Q: 3 clusters Score -815501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -815502.750000 Penalty: 2865.188232
	Iteration 112Q: 3 clusters Score -815502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -815503.625000 Penalty: 2865.188232
	Iteration 113Q: 3 clusters Score -815503.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -815504.125000 Penalty: 2865.188232
	Iteration 114Q: 3 clusters Score -815504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -815504.687500 Penalty: 2865.188232
	Iteration 115Q: 3 clusters Score -815504.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -815508.375000 Penalty: 2865.188232
	Iteration 116Q: 3 clusters Score -815508.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -815508.062500 Penalty: 2865.188232
	Iteration 117Q: 3 clusters Score -815508.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -815510.500000 Penalty: 2865.188232
	Iteration 118Q: 3 clusters Score -815510.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -815511.625000 Penalty: 2865.188232
	Iteration 119Q: 3 clusters Score -815511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -815515.062500 Penalty: 2865.188232
	Iteration 120F: 3 clusters Score -815515.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -815515.937500 Penalty: 2865.188232
	Iteration 121Q: 3 clusters Score -815515.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -815518.312500 Penalty: 2865.188232
	Iteration 122Q: 3 clusters Score -815518.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -815520.562500 Penalty: 2865.188232
	Iteration 123Q: 3 clusters Score -815520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -815520.437500 Penalty: 2865.188232
	Iteration 124Q: 3 clusters Score -815520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -815520.687500 Penalty: 2865.188232
	Iteration 125Q: 3 clusters Score -815520.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -815523.750000 Penalty: 2865.188232
	Iteration 126Q: 3 clusters Score -815523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -815527.062500 Penalty: 2865.188232
	Iteration 127Q: 3 clusters Score -815527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -815528.750000 Penalty: 2865.188232
	Iteration 128Q: 3 clusters Score -815528.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -815529.062500 Penalty: 2865.188232
	Iteration 129Q: 3 clusters Score -815529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -815530.500000 Penalty: 2865.188232
	Iteration 130Q: 3 clusters Score -815530.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -815532.562500 Penalty: 2865.188232
	Iteration 131Q: 3 clusters Score -815532.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -815533.875000 Penalty: 2865.188232
	Iteration 132Q: 3 clusters Score -815533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -815533.187500 Penalty: 2865.188232
	Iteration 133Q: 3 clusters Score -815533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -815534.250000 Penalty: 2865.188232
	Iteration 134Q: 3 clusters Score -815534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -815534.250000 Penalty: 2865.188232
	Iteration 135F: 3 clusters Score -815534.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -35171.062500 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -35171.06 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 183 members 
Entering Unmasked Estep 
Score: -34304.402344 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -34304.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34594.023438 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -34594.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34726.199219 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -34726.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34840.058594 Penalty: 1928.840576
	Iteration 3F: 3 clusters Score -34840.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34866.945312 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -34866.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34882.878906 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -34882.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34890.027344 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -34890.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34891.328125 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -34891.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34891.328125 Penalty: 1928.840576
	Iteration 8F: 3 clusters Score -34891.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -189472.781250 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -189472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -187678.828125 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -187678.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -188059.890625 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -188059.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -188194.859375 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -188194.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188306.703125 Penalty: 2386.192871
	Iteration 3F: 3 clusters Score -188306.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -188396.593750 Penalty: 2386.192871
	Iteration 4F: 3 clusters Score -188396.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -188449.875000 Penalty: 2386.192871
	Iteration 5Q: 3 clusters Score -188449.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -188488.390625 Penalty: 2386.192871
	Iteration 6Q: 3 clusters Score -188488.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188518.484375 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -188518.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -188551.375000 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -188551.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -188574.875000 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -188574.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -188587.984375 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -188588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -188595.812500 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -188595.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -188602.531250 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -188602.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -188607.828125 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -188607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -188611.390625 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -188611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -188613.593750 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -188613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -188615.421875 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -188615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188616.625000 Penalty: 2386.192871
	Iteration 17Q: 3 clusters Score -188616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -188618.140625 Penalty: 2386.192871
	Iteration 18Q: 3 clusters Score -188618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -188619.640625 Penalty: 2386.192871
	Iteration 19Q: 3 clusters Score -188619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -188619.921875 Penalty: 2386.192871
	Iteration 20F: 3 clusters Score -188619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -188621.515625 Penalty: 2386.192871
	Iteration 21Q: 3 clusters Score -188621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -188622.000000 Penalty: 2386.192871
	Iteration 22Q: 3 clusters Score -188622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -188623.265625 Penalty: 2386.192871
	Iteration 23Q: 3 clusters Score -188623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -188623.890625 Penalty: 2386.192871
	Iteration 24Q: 3 clusters Score -188623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -188626.187500 Penalty: 2386.192871
	Iteration 25Q: 3 clusters Score -188626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -188626.687500 Penalty: 2386.192871
	Iteration 26Q: 3 clusters Score -188626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -188626.687500 Penalty: 2386.192871
	Iteration 27F: 3 clusters Score -188626.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -9772.785156 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -9772.785 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 115 members 
Entering Unmasked Estep 
Score: -9098.166016 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -9098.166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9421.948242 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -9421.948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9480.174805 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -9480.175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9556.996094 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -9556.996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9590.549805 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -9590.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9622.304688 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -9622.305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9641.850586 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -9641.851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9657.934570 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -9657.935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9669.889648 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -9669.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9682.134766 Penalty: 1787.908936
	Iteration 9Q: 3 clusters Score -9682.135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9682.134766 Penalty: 1787.908936
	Iteration 10F: 3 clusters Score -9682.135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Entering Unmasked Estep 
Score: -7833851.500000 Penalty: 1790.460571
	Iteration 0F: 2 clusters Score -7833852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -7793444.000000 Penalty: 3580.921143
	Iteration 0F: 3 clusters Score -7793444 nChanged 28691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -7810052.000000 Penalty: 3580.921143
	Iteration 1F: 3 clusters Score -7810052 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -7811022.000000 Penalty: 3580.921143
	Iteration 2Q: 3 clusters Score -7811022 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -7812411.000000 Penalty: 3580.921143
	Iteration 3Q: 3 clusters Score -7812411 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -7814159.500000 Penalty: 3580.921143
	Iteration 4F: 3 clusters Score -7814160 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -7816381.000000 Penalty: 3580.921143
	Iteration 5F: 3 clusters Score -7816381 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -7819046.500000 Penalty: 3580.921143
	Iteration 6F: 3 clusters Score -7819046 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -7821940.500000 Penalty: 3580.921143
	Iteration 7F: 3 clusters Score -7821940 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -7824689.500000 Penalty: 3580.921143
	Iteration 8F: 3 clusters Score -7824690 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -7826371.000000 Penalty: 3580.921143
	Iteration 9Q: 3 clusters Score -7826371 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -7827119.500000 Penalty: 3580.921143
	Iteration 10Q: 3 clusters Score -7827120 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -7827521.000000 Penalty: 3580.921143
	Iteration 11Q: 3 clusters Score -7827521 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -7827825.000000 Penalty: 3580.921143
	Iteration 12Q: 3 clusters Score -7827825 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -7828144.500000 Penalty: 3580.921143
	Iteration 13Q: 3 clusters Score -7828144 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -7828364.000000 Penalty: 3580.921143
	Iteration 14Q: 3 clusters Score -7828364 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -7828564.000000 Penalty: 3580.921143
	Iteration 15Q: 3 clusters Score -7828564 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -7828802.000000 Penalty: 3580.921143
	Iteration 16Q: 3 clusters Score -7828802 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -7829067.500000 Penalty: 3580.921143
	Iteration 17Q: 3 clusters Score -7829068 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -7829313.500000 Penalty: 3580.921143
	Iteration 18Q: 3 clusters Score -7829314 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -7829579.500000 Penalty: 3580.921143
	Iteration 19Q: 3 clusters Score -7829580 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -7829836.500000 Penalty: 3580.921143
	Iteration 20F: 3 clusters Score -7829836 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -7830059.000000 Penalty: 3580.921143
	Iteration 21Q: 3 clusters Score -7830059 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -7830284.500000 Penalty: 3580.921143
	Iteration 22Q: 3 clusters Score -7830284 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -7830516.000000 Penalty: 3580.921143
	Iteration 23Q: 3 clusters Score -7830516 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -7830769.500000 Penalty: 3580.921143
	Iteration 24Q: 3 clusters Score -7830770 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -7830942.000000 Penalty: 3580.921143
	Iteration 25Q: 3 clusters Score -7830942 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -7831131.000000 Penalty: 3580.921143
	Iteration 26Q: 3 clusters Score -7831131 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -7831307.000000 Penalty: 3580.921143
	Iteration 27Q: 3 clusters Score -7831307 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -7831511.500000 Penalty: 3580.921143
	Iteration 28Q: 3 clusters Score -7831512 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -7831706.000000 Penalty: 3580.921143
	Iteration 29Q: 3 clusters Score -7831706 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -7831834.500000 Penalty: 3580.921143
	Iteration 30Q: 3 clusters Score -7831834 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -7832010.500000 Penalty: 3580.921143
	Iteration 31Q: 3 clusters Score -7832010 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7832137.500000 Penalty: 3580.921143
	Iteration 32Q: 3 clusters Score -7832138 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7832239.000000 Penalty: 3580.921143
	Iteration 33Q: 3 clusters Score -7832239 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7832360.500000 Penalty: 3580.921143
	Iteration 34Q: 3 clusters Score -7832360 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7832461.500000 Penalty: 3580.921143
	Iteration 35Q: 3 clusters Score -7832462 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7832501.000000 Penalty: 3580.921143
	Iteration 36Q: 3 clusters Score -7832501 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7832555.500000 Penalty: 3580.921143
	Iteration 37Q: 3 clusters Score -7832556 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7832598.500000 Penalty: 3580.921143
	Iteration 38Q: 3 clusters Score -7832598 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7832659.500000 Penalty: 3580.921143
	Iteration 39Q: 3 clusters Score -7832660 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7832688.500000 Penalty: 3580.921143
	Iteration 40F: 3 clusters Score -7832688 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7832714.000000 Penalty: 3580.921143
	Iteration 41Q: 3 clusters Score -7832714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7832710.500000 Penalty: 3580.921143
	Iteration 42Q: 3 clusters Score -7832710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7832732.000000 Penalty: 3580.921143
	Iteration 43Q: 3 clusters Score -7832732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7832737.500000 Penalty: 3580.921143
	Iteration 44Q: 3 clusters Score -7832738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7832748.500000 Penalty: 3580.921143
	Iteration 45Q: 3 clusters Score -7832748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7832770.000000 Penalty: 3580.921143
	Iteration 46Q: 3 clusters Score -7832770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7832776.500000 Penalty: 3580.921143
	Iteration 47Q: 3 clusters Score -7832776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7832783.000000 Penalty: 3580.921143
	Iteration 48Q: 3 clusters Score -7832783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7832786.500000 Penalty: 3580.921143
	Iteration 49Q: 3 clusters Score -7832786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7832790.500000 Penalty: 3580.921143
	Iteration 50Q: 3 clusters Score -7832790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7832787.500000 Penalty: 3580.921143
	Iteration 51Q: 3 clusters Score -7832788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7832795.500000 Penalty: 3580.921143
	Iteration 52Q: 3 clusters Score -7832796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7832795.500000 Penalty: 3580.921143
	Iteration 53Q: 3 clusters Score -7832796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7832794.000000 Penalty: 3580.921143
	Iteration 54Q: 3 clusters Score -7832794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7832805.000000 Penalty: 3580.921143
	Iteration 55Q: 3 clusters Score -7832805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7832810.000000 Penalty: 3580.921143
	Iteration 56Q: 3 clusters Score -7832810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7832813.000000 Penalty: 3580.921143
	Iteration 57Q: 3 clusters Score -7832813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7832811.000000 Penalty: 3580.921143
	Iteration 58Q: 3 clusters Score -7832811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7832814.500000 Penalty: 3580.921143
	Iteration 59Q: 3 clusters Score -7832814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7832816.500000 Penalty: 3580.921143
	Iteration 60F: 3 clusters Score -7832816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7832820.000000 Penalty: 3580.921143
	Iteration 61Q: 3 clusters Score -7832820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7832817.000000 Penalty: 3580.921143
	Iteration 62Q: 3 clusters Score -7832817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7832817.000000 Penalty: 3580.921143
	Iteration 63Q: 3 clusters Score -7832817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7832810.000000 Penalty: 3580.921143
	Iteration 64Q: 3 clusters Score -7832810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7832815.000000 Penalty: 3580.921143
	Iteration 65Q: 3 clusters Score -7832815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7832811.500000 Penalty: 3580.921143
	Iteration 66Q: 3 clusters Score -7832812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7832813.000000 Penalty: 3580.921143
	Iteration 67Q: 3 clusters Score -7832813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7832811.500000 Penalty: 3580.921143
	Iteration 68Q: 3 clusters Score -7832812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7832809.000000 Penalty: 3580.921143
	Iteration 69Q: 3 clusters Score -7832809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7832810.000000 Penalty: 3580.921143
	Iteration 70Q: 3 clusters Score -7832810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7832810.000000 Penalty: 3580.921143
	Iteration 71F: 3 clusters Score -7832810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Entering Unmasked Estep 
Score: -5789546.000000 Penalty: 1740.937500
	Iteration 0F: 2 clusters Score -5789546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -5759505.000000 Penalty: 3481.875000
	Iteration 0F: 3 clusters Score -5759505 nChanged 20952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -5771330.000000 Penalty: 3481.875000
	Iteration 1F: 3 clusters Score -5771330 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -5771896.000000 Penalty: 3481.875000
	Iteration 2Q: 3 clusters Score -5771896 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -5772569.500000 Penalty: 3481.875000
	Iteration 3Q: 3 clusters Score -5772570 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5773379.000000 Penalty: 3481.875000
	Iteration 4Q: 3 clusters Score -5773379 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -5774586.500000 Penalty: 3481.875000
	Iteration 5F: 3 clusters Score -5774586 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -5776254.500000 Penalty: 3481.875000
	Iteration 6F: 3 clusters Score -5776254 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -5778424.000000 Penalty: 3481.875000
	Iteration 7F: 3 clusters Score -5778424 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -5780844.000000 Penalty: 3481.875000
	Iteration 8F: 3 clusters Score -5780844 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -5783013.000000 Penalty: 3481.875000
	Iteration 9F: 3 clusters Score -5783013 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -5784732.500000 Penalty: 3481.875000
	Iteration 10Q: 3 clusters Score -5784732 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5785976.500000 Penalty: 3481.875000
	Iteration 11Q: 3 clusters Score -5785976 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5786759.000000 Penalty: 3481.875000
	Iteration 12Q: 3 clusters Score -5786759 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5787284.500000 Penalty: 3481.875000
	Iteration 13Q: 3 clusters Score -5787284 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5787623.000000 Penalty: 3481.875000
	Iteration 14Q: 3 clusters Score -5787623 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5787810.000000 Penalty: 3481.875000
	Iteration 15Q: 3 clusters Score -5787810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5787907.500000 Penalty: 3481.875000
	Iteration 16Q: 3 clusters Score -5787908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5787984.500000 Penalty: 3481.875000
	Iteration 17Q: 3 clusters Score -5787984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5788028.500000 Penalty: 3481.875000
	Iteration 18Q: 3 clusters Score -5788028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5788052.000000 Penalty: 3481.875000
	Iteration 19Q: 3 clusters Score -5788052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5788087.000000 Penalty: 3481.875000
	Iteration 20F: 3 clusters Score -5788087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5788110.000000 Penalty: 3481.875000
	Iteration 21Q: 3 clusters Score -5788110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5788126.500000 Penalty: 3481.875000
	Iteration 22Q: 3 clusters Score -5788126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5788135.500000 Penalty: 3481.875000
	Iteration 23Q: 3 clusters Score -5788136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5788152.500000 Penalty: 3481.875000
	Iteration 24Q: 3 clusters Score -5788152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5788153.000000 Penalty: 3481.875000
	Iteration 25Q: 3 clusters Score -5788153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5788154.000000 Penalty: 3481.875000
	Iteration 26Q: 3 clusters Score -5788154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5788156.000000 Penalty: 3481.875000
	Iteration 27Q: 3 clusters Score -5788156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5788164.000000 Penalty: 3481.875000
	Iteration 28Q: 3 clusters Score -5788164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5788164.500000 Penalty: 3481.875000
	Iteration 29Q: 3 clusters Score -5788164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5788168.500000 Penalty: 3481.875000
	Iteration 30Q: 3 clusters Score -5788168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5788165.500000 Penalty: 3481.875000
	Iteration 31Q: 3 clusters Score -5788166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5788169.000000 Penalty: 3481.875000
	Iteration 32Q: 3 clusters Score -5788169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5788168.500000 Penalty: 3481.875000
	Iteration 33Q: 3 clusters Score -5788168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5788168.000000 Penalty: 3481.875000
	Iteration 34Q: 3 clusters Score -5788168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5788168.000000 Penalty: 3481.875000
	Iteration 35F: 3 clusters Score -5788168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -92517.898438 Penalty: 1090.063721
	Iteration 0F: 2 clusters Score -92517.9 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 408 members 
Entering Unmasked Estep 
Score: -91227.257812 Penalty: 2180.127441
	Iteration 0F: 3 clusters Score -91227.26 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91513.148438 Penalty: 2180.127441
	Iteration 1F: 3 clusters Score -91513.15 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91651.125000 Penalty: 2180.127441
	Iteration 2F: 3 clusters Score -91651.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91747.054688 Penalty: 2180.127441
	Iteration 3F: 3 clusters Score -91747.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91841.148438 Penalty: 2180.127441
	Iteration 4F: 3 clusters Score -91841.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91898.515625 Penalty: 2180.127441
	Iteration 5Q: 3 clusters Score -91898.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91951.078125 Penalty: 2180.127441
	Iteration 6Q: 3 clusters Score -91951.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91998.320312 Penalty: 2180.127441
	Iteration 7Q: 3 clusters Score -91998.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92036.226562 Penalty: 2180.127441
	Iteration 8Q: 3 clusters Score -92036.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92054.632812 Penalty: 2180.127441
	Iteration 9Q: 3 clusters Score -92054.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -92068.445312 Penalty: 2180.127441
	Iteration 10Q: 3 clusters Score -92068.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92082.781250 Penalty: 2180.127441
	Iteration 11Q: 3 clusters Score -92082.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92092.437500 Penalty: 2180.127441
	Iteration 12Q: 3 clusters Score -92092.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -92096.648438 Penalty: 2180.127441
	Iteration 13Q: 3 clusters Score -92096.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92105.835938 Penalty: 2180.127441
	Iteration 14Q: 3 clusters Score -92105.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92110.078125 Penalty: 2180.127441
	Iteration 15Q: 3 clusters Score -92110.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -92113.265625 Penalty: 2180.127441
	Iteration 16Q: 3 clusters Score -92113.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -92115.632812 Penalty: 2180.127441
	Iteration 17Q: 3 clusters Score -92115.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -92119.062500 Penalty: 2180.127441
	Iteration 18Q: 3 clusters Score -92119.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92122.648438 Penalty: 2180.127441
	Iteration 19Q: 3 clusters Score -92122.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92126.367188 Penalty: 2180.127441
	Iteration 20F: 3 clusters Score -92126.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92130.757812 Penalty: 2180.127441
	Iteration 21Q: 3 clusters Score -92130.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92137.234375 Penalty: 2180.127441
	Iteration 22Q: 3 clusters Score -92137.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92145.578125 Penalty: 2180.127441
	Iteration 23Q: 3 clusters Score -92145.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92148.062500 Penalty: 2180.127441
	Iteration 24Q: 3 clusters Score -92148.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92148.062500 Penalty: 2180.127441
	Iteration 25F: 3 clusters Score -92148.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -23512.431641 Penalty: 897.237427
	Iteration 0F: 2 clusters Score -23512.43 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 109 members 
Entering Unmasked Estep 
Score: -22889.634766 Penalty: 1794.474854
	Iteration 0F: 3 clusters Score -22889.63 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23204.166016 Penalty: 1794.474854
	Iteration 1F: 3 clusters Score -23204.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23353.878906 Penalty: 1794.474854
	Iteration 2F: 3 clusters Score -23353.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23485.474609 Penalty: 1794.474854
	Iteration 3F: 3 clusters Score -23485.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23517.304688 Penalty: 1794.474854
	Iteration 4Q: 3 clusters Score -23517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23536.630859 Penalty: 1794.474854
	Iteration 5Q: 3 clusters Score -23536.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23564.394531 Penalty: 1794.474854
	Iteration 6Q: 3 clusters Score -23564.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23568.851562 Penalty: 1794.474854
	Iteration 7Q: 3 clusters Score -23568.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23568.851562 Penalty: 1794.474854
	Iteration 8F: 3 clusters Score -23568.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 60975 members 
Mstep: Class 7 contains 44957 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 92 members 
Mstep: Class 10 contains 10278 members 
Mstep: Class 11 contains 23519 members 
Mstep: Class 12 contains 11895 members 
Mstep: Class 13 contains 27798 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 158 members 
Mstep: Class 16 contains 80874 members 
Mstep: Class 17 contains 96865 members 
Mstep: Class 18 contains 84537 members 
Mstep: Class 19 contains 99315 members 
Entering Unmasked Estep 
Score: -69515200.000000 Penalty: 40818.515625
Splitting cluster 9 changes total score from -69516304.000000 to -69515200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Entering Unmasked Estep 
Score: -1305361.750000 Penalty: 1501.136108
	Iteration 0F: 2 clusters Score -1305362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1298068.000000 Penalty: 3002.272217
	Iteration 0F: 3 clusters Score -1298068 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1300302.000000 Penalty: 3002.272217
	Iteration 1F: 3 clusters Score -1300302 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1300519.375000 Penalty: 3002.272217
	Iteration 2F: 3 clusters Score -1300519 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1300717.875000 Penalty: 3002.272217
	Iteration 3Q: 3 clusters Score -1300718 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1300893.625000 Penalty: 3002.272217
	Iteration 4Q: 3 clusters Score -1300894 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1301059.750000 Penalty: 3002.272217
	Iteration 5Q: 3 clusters Score -1301060 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1301213.125000 Penalty: 3002.272217
	Iteration 6Q: 3 clusters Score -1301213 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1301376.875000 Penalty: 3002.272217
	Iteration 7Q: 3 clusters Score -1301377 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1301539.375000 Penalty: 3002.272217
	Iteration 8Q: 3 clusters Score -1301539 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1301722.250000 Penalty: 3002.272217
	Iteration 9Q: 3 clusters Score -1301722 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1301893.250000 Penalty: 3002.272217
	Iteration 10Q: 3 clusters Score -1301893 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1302072.875000 Penalty: 3002.272217
	Iteration 11Q: 3 clusters Score -1302073 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1302248.375000 Penalty: 3002.272217
	Iteration 12Q: 3 clusters Score -1302248 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1302411.750000 Penalty: 3002.272217
	Iteration 13Q: 3 clusters Score -1302412 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1302542.750000 Penalty: 3002.272217
	Iteration 14Q: 3 clusters Score -1302543 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1302642.625000 Penalty: 3002.272217
	Iteration 15Q: 3 clusters Score -1302643 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1302720.500000 Penalty: 3002.272217
	Iteration 16Q: 3 clusters Score -1302720 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1302771.000000 Penalty: 3002.272217
	Iteration 17Q: 3 clusters Score -1302771 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1302822.625000 Penalty: 3002.272217
	Iteration 18Q: 3 clusters Score -1302823 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1302872.375000 Penalty: 3002.272217
	Iteration 19Q: 3 clusters Score -1302872 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1302911.625000 Penalty: 3002.272217
	Iteration 20F: 3 clusters Score -1302912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1302940.250000 Penalty: 3002.272217
	Iteration 21Q: 3 clusters Score -1302940 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1302956.875000 Penalty: 3002.272217
	Iteration 22Q: 3 clusters Score -1302957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1302980.375000 Penalty: 3002.272217
	Iteration 23Q: 3 clusters Score -1302980 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1303007.750000 Penalty: 3002.272217
	Iteration 24Q: 3 clusters Score -1303008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1303024.000000 Penalty: 3002.272217
	Iteration 25Q: 3 clusters Score -1303024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1303041.750000 Penalty: 3002.272217
	Iteration 26Q: 3 clusters Score -1303042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1303052.875000 Penalty: 3002.272217
	Iteration 27Q: 3 clusters Score -1303053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1303071.500000 Penalty: 3002.272217
	Iteration 28Q: 3 clusters Score -1303072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1303089.375000 Penalty: 3002.272217
	Iteration 29Q: 3 clusters Score -1303089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1303097.250000 Penalty: 3002.272217
	Iteration 30Q: 3 clusters Score -1303097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1303109.625000 Penalty: 3002.272217
	Iteration 31Q: 3 clusters Score -1303110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1303119.750000 Penalty: 3002.272217
	Iteration 32Q: 3 clusters Score -1303120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1303135.625000 Penalty: 3002.272217
	Iteration 33Q: 3 clusters Score -1303136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1303154.375000 Penalty: 3002.272217
	Iteration 34Q: 3 clusters Score -1303154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1303164.875000 Penalty: 3002.272217
	Iteration 35Q: 3 clusters Score -1303165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1303174.750000 Penalty: 3002.272217
	Iteration 36Q: 3 clusters Score -1303175 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1303193.500000 Penalty: 3002.272217
	Iteration 37Q: 3 clusters Score -1303194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1303203.250000 Penalty: 3002.272217
	Iteration 38Q: 3 clusters Score -1303203 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1303215.750000 Penalty: 3002.272217
	Iteration 39Q: 3 clusters Score -1303216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1303222.375000 Penalty: 3002.272217
	Iteration 40F: 3 clusters Score -1303222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1303234.625000 Penalty: 3002.272217
	Iteration 41Q: 3 clusters Score -1303235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1303249.250000 Penalty: 3002.272217
	Iteration 42Q: 3 clusters Score -1303249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1303265.375000 Penalty: 3002.272217
	Iteration 43Q: 3 clusters Score -1303265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1303272.750000 Penalty: 3002.272217
	Iteration 44Q: 3 clusters Score -1303273 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1303291.750000 Penalty: 3002.272217
	Iteration 45Q: 3 clusters Score -1303292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1303307.000000 Penalty: 3002.272217
	Iteration 46Q: 3 clusters Score -1303307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1303314.375000 Penalty: 3002.272217
	Iteration 47Q: 3 clusters Score -1303314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1303330.250000 Penalty: 3002.272217
	Iteration 48Q: 3 clusters Score -1303330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1303341.750000 Penalty: 3002.272217
	Iteration 49Q: 3 clusters Score -1303342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1303351.875000 Penalty: 3002.272217
	Iteration 50Q: 3 clusters Score -1303352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1303365.500000 Penalty: 3002.272217
	Iteration 51Q: 3 clusters Score -1303366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1303375.125000 Penalty: 3002.272217
	Iteration 52Q: 3 clusters Score -1303375 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1303392.125000 Penalty: 3002.272217
	Iteration 53Q: 3 clusters Score -1303392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1303405.500000 Penalty: 3002.272217
	Iteration 54Q: 3 clusters Score -1303406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1303413.250000 Penalty: 3002.272217
	Iteration 55Q: 3 clusters Score -1303413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1303427.625000 Penalty: 3002.272217
	Iteration 56Q: 3 clusters Score -1303428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1303440.875000 Penalty: 3002.272217
	Iteration 57Q: 3 clusters Score -1303441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1303458.000000 Penalty: 3002.272217
	Iteration 58Q: 3 clusters Score -1303458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1303479.250000 Penalty: 3002.272217
	Iteration 59Q: 3 clusters Score -1303479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1303502.250000 Penalty: 3002.272217
	Iteration 60F: 3 clusters Score -1303502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1303528.750000 Penalty: 3002.272217
	Iteration 61Q: 3 clusters Score -1303529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1303551.625000 Penalty: 3002.272217
	Iteration 62Q: 3 clusters Score -1303552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1303570.875000 Penalty: 3002.272217
	Iteration 63Q: 3 clusters Score -1303571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1303593.750000 Penalty: 3002.272217
	Iteration 64Q: 3 clusters Score -1303594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1303613.625000 Penalty: 3002.272217
	Iteration 65Q: 3 clusters Score -1303614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1303631.625000 Penalty: 3002.272217
	Iteration 66Q: 3 clusters Score -1303632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1303644.625000 Penalty: 3002.272217
	Iteration 67Q: 3 clusters Score -1303645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1303660.625000 Penalty: 3002.272217
	Iteration 68Q: 3 clusters Score -1303661 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1303683.875000 Penalty: 3002.272217
	Iteration 69Q: 3 clusters Score -1303684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1303700.250000 Penalty: 3002.272217
	Iteration 70Q: 3 clusters Score -1303700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1303718.875000 Penalty: 3002.272217
	Iteration 71Q: 3 clusters Score -1303719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1303729.000000 Penalty: 3002.272217
	Iteration 72Q: 3 clusters Score -1303729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1303743.750000 Penalty: 3002.272217
	Iteration 73Q: 3 clusters Score -1303744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1303761.625000 Penalty: 3002.272217
	Iteration 74Q: 3 clusters Score -1303762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1303773.875000 Penalty: 3002.272217
	Iteration 75Q: 3 clusters Score -1303774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1303787.250000 Penalty: 3002.272217
	Iteration 76Q: 3 clusters Score -1303787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1303799.375000 Penalty: 3002.272217
	Iteration 77Q: 3 clusters Score -1303799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1303810.375000 Penalty: 3002.272217
	Iteration 78Q: 3 clusters Score -1303810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1303817.500000 Penalty: 3002.272217
	Iteration 79Q: 3 clusters Score -1303818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1303827.625000 Penalty: 3002.272217
	Iteration 80F: 3 clusters Score -1303828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1303832.250000 Penalty: 3002.272217
	Iteration 81Q: 3 clusters Score -1303832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1303837.625000 Penalty: 3002.272217
	Iteration 82Q: 3 clusters Score -1303838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1303846.625000 Penalty: 3002.272217
	Iteration 83Q: 3 clusters Score -1303847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1303862.875000 Penalty: 3002.272217
	Iteration 84Q: 3 clusters Score -1303863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1303875.875000 Penalty: 3002.272217
	Iteration 85Q: 3 clusters Score -1303876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1303889.625000 Penalty: 3002.272217
	Iteration 86Q: 3 clusters Score -1303890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1303900.125000 Penalty: 3002.272217
	Iteration 87Q: 3 clusters Score -1303900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1303913.125000 Penalty: 3002.272217
	Iteration 88Q: 3 clusters Score -1303913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1303919.125000 Penalty: 3002.272217
	Iteration 89Q: 3 clusters Score -1303919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1303936.250000 Penalty: 3002.272217
	Iteration 90Q: 3 clusters Score -1303936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1303946.500000 Penalty: 3002.272217
	Iteration 91Q: 3 clusters Score -1303946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1303954.000000 Penalty: 3002.272217
	Iteration 92Q: 3 clusters Score -1303954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1303963.875000 Penalty: 3002.272217
	Iteration 93Q: 3 clusters Score -1303964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1303970.625000 Penalty: 3002.272217
	Iteration 94Q: 3 clusters Score -1303971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1303978.875000 Penalty: 3002.272217
	Iteration 95Q: 3 clusters Score -1303979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1303980.500000 Penalty: 3002.272217
	Iteration 96Q: 3 clusters Score -1303980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1303984.000000 Penalty: 3002.272217
	Iteration 97Q: 3 clusters Score -1303984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1303986.875000 Penalty: 3002.272217
	Iteration 98Q: 3 clusters Score -1303987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1303989.750000 Penalty: 3002.272217
	Iteration 99Q: 3 clusters Score -1303990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1303990.125000 Penalty: 3002.272217
	Iteration 100F: 3 clusters Score -1303990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1303989.750000 Penalty: 3002.272217
	Iteration 101Q: 3 clusters Score -1303990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1303991.375000 Penalty: 3002.272217
	Iteration 102Q: 3 clusters Score -1303991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1303992.500000 Penalty: 3002.272217
	Iteration 103Q: 3 clusters Score -1303992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1303994.125000 Penalty: 3002.272217
	Iteration 104Q: 3 clusters Score -1303994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1303997.375000 Penalty: 3002.272217
	Iteration 105Q: 3 clusters Score -1303997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1303996.125000 Penalty: 3002.272217
	Iteration 106Q: 3 clusters Score -1303996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1304000.750000 Penalty: 3002.272217
	Iteration 107Q: 3 clusters Score -1304001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1304003.875000 Penalty: 3002.272217
	Iteration 108Q: 3 clusters Score -1304004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1304006.000000 Penalty: 3002.272217
	Iteration 109Q: 3 clusters Score -1304006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1304008.750000 Penalty: 3002.272217
	Iteration 110Q: 3 clusters Score -1304009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1304010.125000 Penalty: 3002.272217
	Iteration 111Q: 3 clusters Score -1304010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1304011.375000 Penalty: 3002.272217
	Iteration 112Q: 3 clusters Score -1304011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1304010.375000 Penalty: 3002.272217
	Iteration 113Q: 3 clusters Score -1304010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1304010.125000 Penalty: 3002.272217
	Iteration 114Q: 3 clusters Score -1304010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1304009.250000 Penalty: 3002.272217
	Iteration 115Q: 3 clusters Score -1304009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1304009.250000 Penalty: 3002.272217
	Iteration 116F: 3 clusters Score -1304009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Entering Unmasked Estep 
Score: -3042154.000000 Penalty: 1635.654175
	Iteration 0F: 2 clusters Score -3042154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3026258.250000 Penalty: 3271.308350
	Iteration 0F: 3 clusters Score -3026258 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3032133.000000 Penalty: 3271.308350
	Iteration 1F: 3 clusters Score -3032133 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3032449.500000 Penalty: 3271.308350
	Iteration 2Q: 3 clusters Score -3032450 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3032736.750000 Penalty: 3271.308350
	Iteration 3Q: 3 clusters Score -3032737 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3033094.500000 Penalty: 3271.308350
	Iteration 4Q: 3 clusters Score -3033094 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3033567.250000 Penalty: 3271.308350
	Iteration 5Q: 3 clusters Score -3033567 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3034260.750000 Penalty: 3271.308350
	Iteration 6F: 3 clusters Score -3034261 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3035283.500000 Penalty: 3271.308350
	Iteration 7F: 3 clusters Score -3035284 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3036573.000000 Penalty: 3271.308350
	Iteration 8F: 3 clusters Score -3036573 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3037949.000000 Penalty: 3271.308350
	Iteration 9F: 3 clusters Score -3037949 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3039036.750000 Penalty: 3271.308350
	Iteration 10F: 3 clusters Score -3039037 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3039733.000000 Penalty: 3271.308350
	Iteration 11Q: 3 clusters Score -3039733 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3040072.000000 Penalty: 3271.308350
	Iteration 12Q: 3 clusters Score -3040072 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3040244.000000 Penalty: 3271.308350
	Iteration 13Q: 3 clusters Score -3040244 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3040372.500000 Penalty: 3271.308350
	Iteration 14Q: 3 clusters Score -3040372 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3040426.750000 Penalty: 3271.308350
	Iteration 15Q: 3 clusters Score -3040427 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3040460.500000 Penalty: 3271.308350
	Iteration 16Q: 3 clusters Score -3040460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3040505.750000 Penalty: 3271.308350
	Iteration 17Q: 3 clusters Score -3040506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -3040565.250000 Penalty: 3271.308350
	Iteration 18Q: 3 clusters Score -3040565 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3040616.500000 Penalty: 3271.308350
	Iteration 19Q: 3 clusters Score -3040616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3040656.750000 Penalty: 3271.308350
	Iteration 20F: 3 clusters Score -3040657 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3040696.000000 Penalty: 3271.308350
	Iteration 21Q: 3 clusters Score -3040696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3040733.000000 Penalty: 3271.308350
	Iteration 22Q: 3 clusters Score -3040733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3040759.250000 Penalty: 3271.308350
	Iteration 23Q: 3 clusters Score -3040759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3040797.250000 Penalty: 3271.308350
	Iteration 24Q: 3 clusters Score -3040797 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3040818.250000 Penalty: 3271.308350
	Iteration 25Q: 3 clusters Score -3040818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3040833.500000 Penalty: 3271.308350
	Iteration 26Q: 3 clusters Score -3040834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3040852.000000 Penalty: 3271.308350
	Iteration 27Q: 3 clusters Score -3040852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3040855.750000 Penalty: 3271.308350
	Iteration 28Q: 3 clusters Score -3040856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3040865.750000 Penalty: 3271.308350
	Iteration 29Q: 3 clusters Score -3040866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3040869.750000 Penalty: 3271.308350
	Iteration 30Q: 3 clusters Score -3040870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3040874.500000 Penalty: 3271.308350
	Iteration 31Q: 3 clusters Score -3040874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3040886.750000 Penalty: 3271.308350
	Iteration 32Q: 3 clusters Score -3040887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3040886.000000 Penalty: 3271.308350
	Iteration 33Q: 3 clusters Score -3040886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3040888.500000 Penalty: 3271.308350
	Iteration 34Q: 3 clusters Score -3040888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3040892.750000 Penalty: 3271.308350
	Iteration 35Q: 3 clusters Score -3040893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3040901.000000 Penalty: 3271.308350
	Iteration 36Q: 3 clusters Score -3040901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3040906.500000 Penalty: 3271.308350
	Iteration 37Q: 3 clusters Score -3040906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3040908.750000 Penalty: 3271.308350
	Iteration 38Q: 3 clusters Score -3040909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3040910.750000 Penalty: 3271.308350
	Iteration 39Q: 3 clusters Score -3040911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3040913.000000 Penalty: 3271.308350
	Iteration 40F: 3 clusters Score -3040913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -3040914.500000 Penalty: 3271.308350
	Iteration 41Q: 3 clusters Score -3040914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -3040914.500000 Penalty: 3271.308350
	Iteration 42F: 3 clusters Score -3040914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Entering Unmasked Estep 
Score: -1495749.250000 Penalty: 1524.879395
	Iteration 0F: 2 clusters Score -1495749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1487387.125000 Penalty: 3049.758789
	Iteration 0F: 3 clusters Score -1487387 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1490132.000000 Penalty: 3049.758789
	Iteration 1F: 3 clusters Score -1490132 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1490379.000000 Penalty: 3049.758789
	Iteration 2F: 3 clusters Score -1490379 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1490571.000000 Penalty: 3049.758789
	Iteration 3Q: 3 clusters Score -1490571 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1490725.250000 Penalty: 3049.758789
	Iteration 4Q: 3 clusters Score -1490725 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1490872.125000 Penalty: 3049.758789
	Iteration 5Q: 3 clusters Score -1490872 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1491007.250000 Penalty: 3049.758789
	Iteration 6Q: 3 clusters Score -1491007 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1491140.250000 Penalty: 3049.758789
	Iteration 7Q: 3 clusters Score -1491140 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1491281.750000 Penalty: 3049.758789
	Iteration 8Q: 3 clusters Score -1491282 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1491472.625000 Penalty: 3049.758789
	Iteration 9Q: 3 clusters Score -1491473 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1491710.000000 Penalty: 3049.758789
	Iteration 10Q: 3 clusters Score -1491710 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1492023.625000 Penalty: 3049.758789
	Iteration 11Q: 3 clusters Score -1492024 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1492427.250000 Penalty: 3049.758789
	Iteration 12F: 3 clusters Score -1492427 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1492906.875000 Penalty: 3049.758789
	Iteration 13F: 3 clusters Score -1492907 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1493365.000000 Penalty: 3049.758789
	Iteration 14Q: 3 clusters Score -1493365 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1493749.625000 Penalty: 3049.758789
	Iteration 15Q: 3 clusters Score -1493750 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1494010.125000 Penalty: 3049.758789
	Iteration 16Q: 3 clusters Score -1494010 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1494174.625000 Penalty: 3049.758789
	Iteration 17Q: 3 clusters Score -1494175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1494259.000000 Penalty: 3049.758789
	Iteration 18Q: 3 clusters Score -1494259 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1494328.250000 Penalty: 3049.758789
	Iteration 19Q: 3 clusters Score -1494328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1494383.875000 Penalty: 3049.758789
	Iteration 20F: 3 clusters Score -1494384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1494415.000000 Penalty: 3049.758789
	Iteration 21Q: 3 clusters Score -1494415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1494424.875000 Penalty: 3049.758789
	Iteration 22Q: 3 clusters Score -1494425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1494438.000000 Penalty: 3049.758789
	Iteration 23Q: 3 clusters Score -1494438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1494448.250000 Penalty: 3049.758789
	Iteration 24Q: 3 clusters Score -1494448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1494450.750000 Penalty: 3049.758789
	Iteration 25Q: 3 clusters Score -1494451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1494453.250000 Penalty: 3049.758789
	Iteration 26Q: 3 clusters Score -1494453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1494459.000000 Penalty: 3049.758789
	Iteration 27Q: 3 clusters Score -1494459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1494459.000000 Penalty: 3049.758789
	Iteration 28F: 3 clusters Score -1494459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Entering Unmasked Estep 
Score: -3590146.750000 Penalty: 1662.816895
	Iteration 0F: 2 clusters Score -3590147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3571318.000000 Penalty: 3325.633789
	Iteration 0F: 3 clusters Score -3571318 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3578452.000000 Penalty: 3325.633789
	Iteration 1F: 3 clusters Score -3578452 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3578932.250000 Penalty: 3325.633789
	Iteration 2Q: 3 clusters Score -3578932 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3579496.500000 Penalty: 3325.633789
	Iteration 3Q: 3 clusters Score -3579496 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3580130.500000 Penalty: 3325.633789
	Iteration 4Q: 3 clusters Score -3580130 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3580892.250000 Penalty: 3325.633789
	Iteration 5F: 3 clusters Score -3580892 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -3581880.750000 Penalty: 3325.633789
	Iteration 6F: 3 clusters Score -3581881 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3583173.500000 Penalty: 3325.633789
	Iteration 7F: 3 clusters Score -3583174 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3584648.000000 Penalty: 3325.633789
	Iteration 8F: 3 clusters Score -3584648 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3586028.500000 Penalty: 3325.633789
	Iteration 9F: 3 clusters Score -3586028 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3587201.000000 Penalty: 3325.633789
	Iteration 10Q: 3 clusters Score -3587201 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -3587984.000000 Penalty: 3325.633789
	Iteration 11Q: 3 clusters Score -3587984 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3588338.500000 Penalty: 3325.633789
	Iteration 12Q: 3 clusters Score -3588338 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3588511.250000 Penalty: 3325.633789
	Iteration 13Q: 3 clusters Score -3588511 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3588607.750000 Penalty: 3325.633789
	Iteration 14Q: 3 clusters Score -3588608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3588637.750000 Penalty: 3325.633789
	Iteration 15Q: 3 clusters Score -3588638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3588653.250000 Penalty: 3325.633789
	Iteration 16Q: 3 clusters Score -3588653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3588667.750000 Penalty: 3325.633789
	Iteration 17Q: 3 clusters Score -3588668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3588677.000000 Penalty: 3325.633789
	Iteration 18Q: 3 clusters Score -3588677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3588681.750000 Penalty: 3325.633789
	Iteration 19Q: 3 clusters Score -3588682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3588689.750000 Penalty: 3325.633789
	Iteration 20F: 3 clusters Score -3588690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3588690.750000 Penalty: 3325.633789
	Iteration 21Q: 3 clusters Score -3588691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3588696.500000 Penalty: 3325.633789
	Iteration 22Q: 3 clusters Score -3588696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3588696.500000 Penalty: 3325.633789
	Iteration 23F: 3 clusters Score -3588696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -27437.824219 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -27437.82 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 134 members 
Entering Unmasked Estep 
Score: -26696.404297 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -26696.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26871.136719 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -26871.14 nChanged 30
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: -27024.240234 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -27024.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27108.060547 Penalty: 1808.469116
	Iteration 3F: 3 clusters Score -27108.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27120.628906 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -27120.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27138.367188 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -27138.37 nChanged 3
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: -27155.373047 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -27155.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27161.285156 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -27161.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27173.402344 Penalty: 1808.469116
	Iteration 8Q: 3 clusters Score -27173.4 nChanged 2
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: -27178.730469 Penalty: 1808.469116
	Iteration 9Q: 3 clusters Score -27178.73 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: -27178.730469 Penalty: 1808.469116
	Iteration 10F: 3 clusters Score -27178.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (80874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Entering Unmasked Estep 
Score: -10415600.000000 Penalty: 1836.355225
	Iteration 0F: 2 clusters Score -1.04156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -10363086.000000 Penalty: 3672.710449
	Iteration 0F: 3 clusters Score -1.036309e+07 nChanged 38328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -10384889.000000 Penalty: 3672.710449
	Iteration 1F: 3 clusters Score -1.038489e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -10385404.000000 Penalty: 3672.710449
	Iteration 2Q: 3 clusters Score -1.03854e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -10386023.000000 Penalty: 3672.710449
	Iteration 3Q: 3 clusters Score -1.038602e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -10386739.000000 Penalty: 3672.710449
	Iteration 4Q: 3 clusters Score -1.038674e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -10387852.000000 Penalty: 3672.710449
	Iteration 5Q: 3 clusters Score -1.038785e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -10389628.000000 Penalty: 3672.710449
	Iteration 6Q: 3 clusters Score -1.038963e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -10392442.000000 Penalty: 3672.710449
	Iteration 7F: 3 clusters Score -1.039244e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -10396580.000000 Penalty: 3672.710449
	Iteration 8F: 3 clusters Score -1.039658e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -10401762.000000 Penalty: 3672.710449
	Iteration 9F: 3 clusters Score -1.040176e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -10406962.000000 Penalty: 3672.710449
	Iteration 10F: 3 clusters Score -1.040696e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -10410621.000000 Penalty: 3672.710449
	Iteration 11F: 3 clusters Score -1.041062e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -10412511.000000 Penalty: 3672.710449
	Iteration 12Q: 3 clusters Score -1.041251e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -10413304.000000 Penalty: 3672.710449
	Iteration 13Q: 3 clusters Score -1.04133e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -10413639.000000 Penalty: 3672.710449
	Iteration 14Q: 3 clusters Score -1.041364e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -10413787.000000 Penalty: 3672.710449
	Iteration 15Q: 3 clusters Score -1.041379e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -10413860.000000 Penalty: 3672.710449
	Iteration 16Q: 3 clusters Score -1.041386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -10413890.000000 Penalty: 3672.710449
	Iteration 17Q: 3 clusters Score -1.041389e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -10413906.000000 Penalty: 3672.710449
	Iteration 18Q: 3 clusters Score -1.041391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -10413937.000000 Penalty: 3672.710449
	Iteration 19Q: 3 clusters Score -1.041394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -10413950.000000 Penalty: 3672.710449
	Iteration 20F: 3 clusters Score -1.041395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -10413958.000000 Penalty: 3672.710449
	Iteration 21Q: 3 clusters Score -1.041396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -10413967.000000 Penalty: 3672.710449
	Iteration 22Q: 3 clusters Score -1.041397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -10413972.000000 Penalty: 3672.710449
	Iteration 23Q: 3 clusters Score -1.041397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 80684 members 
Entering Unmasked Estep 
Score: -10413985.000000 Penalty: 3672.710449
	Iteration 24Q: 3 clusters Score -1.041398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -10413994.000000 Penalty: 3672.710449
	Iteration 25Q: 3 clusters Score -1.041399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -10414006.000000 Penalty: 3672.710449
	Iteration 26Q: 3 clusters Score -1.041401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -10414015.000000 Penalty: 3672.710449
	Iteration 27Q: 3 clusters Score -1.041402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -10414015.000000 Penalty: 3672.710449
	Iteration 28Q: 3 clusters Score -1.041402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -10414015.000000 Penalty: 3672.710449
	Iteration 29F: 3 clusters Score -1.041402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (96865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96865 members 
Entering Unmasked Estep 
Score: -12419761.000000 Penalty: 1865.674438
	Iteration 0F: 2 clusters Score -1.241976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -12356644.000000 Penalty: 3731.348877
	Iteration 0F: 3 clusters Score -1.235664e+07 nChanged 46281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -12383342.000000 Penalty: 3731.348877
	Iteration 1F: 3 clusters Score -1.238334e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -12383892.000000 Penalty: 3731.348877
	Iteration 2Q: 3 clusters Score -1.238389e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -12384470.000000 Penalty: 3731.348877
	Iteration 3Q: 3 clusters Score -1.238447e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -12385382.000000 Penalty: 3731.348877
	Iteration 4Q: 3 clusters Score -1.238538e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -12386621.000000 Penalty: 3731.348877
	Iteration 5Q: 3 clusters Score -1.238662e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -12388503.000000 Penalty: 3731.348877
	Iteration 6Q: 3 clusters Score -1.23885e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -12391968.000000 Penalty: 3731.348877
	Iteration 7F: 3 clusters Score -1.239197e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -12397719.000000 Penalty: 3731.348877
	Iteration 8F: 3 clusters Score -1.239772e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -12405405.000000 Penalty: 3731.348877
	Iteration 9F: 3 clusters Score -1.24054e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -12412694.000000 Penalty: 3731.348877
	Iteration 10F: 3 clusters Score -1.241269e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -12416422.000000 Penalty: 3731.348877
	Iteration 11Q: 3 clusters Score -1.241642e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12417585.000000 Penalty: 3731.348877
	Iteration 12Q: 3 clusters Score -1.241758e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12417941.000000 Penalty: 3731.348877
	Iteration 13Q: 3 clusters Score -1.241794e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12418049.000000 Penalty: 3731.348877
	Iteration 14Q: 3 clusters Score -1.241805e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12418062.000000 Penalty: 3731.348877
	Iteration 15Q: 3 clusters Score -1.241806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12418084.000000 Penalty: 3731.348877
	Iteration 16Q: 3 clusters Score -1.241808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12418106.000000 Penalty: 3731.348877
	Iteration 17Q: 3 clusters Score -1.241811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96729 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12418127.000000 Penalty: 3731.348877
	Iteration 18Q: 3 clusters Score -1.241813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12418151.000000 Penalty: 3731.348877
	Iteration 19Q: 3 clusters Score -1.241815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12418158.000000 Penalty: 3731.348877
	Iteration 20F: 3 clusters Score -1.241816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12418162.000000 Penalty: 3731.348877
	Iteration 21Q: 3 clusters Score -1.241816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12418162.000000 Penalty: 3731.348877
	Iteration 22F: 3 clusters Score -1.241816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Entering Unmasked Estep 
Score: -10864478.000000 Penalty: 1843.553589
	Iteration 0F: 2 clusters Score -1.086448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -10808879.000000 Penalty: 3687.107178
	Iteration 0F: 3 clusters Score -1.080888e+07 nChanged 40124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -10832008.000000 Penalty: 3687.107178
	Iteration 1F: 3 clusters Score -1.083201e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -10832938.000000 Penalty: 3687.107178
	Iteration 2Q: 3 clusters Score -1.083294e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -10834042.000000 Penalty: 3687.107178
	Iteration 3Q: 3 clusters Score -1.083404e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -10835667.000000 Penalty: 3687.107178
	Iteration 4Q: 3 clusters Score -1.083567e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -10838008.000000 Penalty: 3687.107178
	Iteration 5F: 3 clusters Score -1.083801e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -10841398.000000 Penalty: 3687.107178
	Iteration 6F: 3 clusters Score -1.08414e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -10845706.000000 Penalty: 3687.107178
	Iteration 7F: 3 clusters Score -1.084571e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -10850492.000000 Penalty: 3687.107178
	Iteration 8F: 3 clusters Score -1.085049e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -10854487.000000 Penalty: 3687.107178
	Iteration 9F: 3 clusters Score -1.085449e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -10857352.000000 Penalty: 3687.107178
	Iteration 10Q: 3 clusters Score -1.085735e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -10859054.000000 Penalty: 3687.107178
	Iteration 11Q: 3 clusters Score -1.085905e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -10859857.000000 Penalty: 3687.107178
	Iteration 12Q: 3 clusters Score -1.085986e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -10860342.000000 Penalty: 3687.107178
	Iteration 13Q: 3 clusters Score -1.086034e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -10860723.000000 Penalty: 3687.107178
	Iteration 14Q: 3 clusters Score -1.086072e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -10860960.000000 Penalty: 3687.107178
	Iteration 15Q: 3 clusters Score -1.086096e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -10861193.000000 Penalty: 3687.107178
	Iteration 16Q: 3 clusters Score -1.086119e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -10861301.000000 Penalty: 3687.107178
	Iteration 17Q: 3 clusters Score -1.08613e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -10861418.000000 Penalty: 3687.107178
	Iteration 18Q: 3 clusters Score -1.086142e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79496 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -10861507.000000 Penalty: 3687.107178
	Iteration 19Q: 3 clusters Score -1.086151e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -10861607.000000 Penalty: 3687.107178
	Iteration 20F: 3 clusters Score -1.086161e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -10861739.000000 Penalty: 3687.107178
	Iteration 21Q: 3 clusters Score -1.086174e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -10861760.000000 Penalty: 3687.107178
	Iteration 22Q: 3 clusters Score -1.086176e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -10861853.000000 Penalty: 3687.107178
	Iteration 23Q: 3 clusters Score -1.086185e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -10861921.000000 Penalty: 3687.107178
	Iteration 24Q: 3 clusters Score -1.086192e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -10862008.000000 Penalty: 3687.107178
	Iteration 25Q: 3 clusters Score -1.086201e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -10862069.000000 Penalty: 3687.107178
	Iteration 26Q: 3 clusters Score -1.086207e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -10862123.000000 Penalty: 3687.107178
	Iteration 27Q: 3 clusters Score -1.086212e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -10862161.000000 Penalty: 3687.107178
	Iteration 28Q: 3 clusters Score -1.086216e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -10862192.000000 Penalty: 3687.107178
	Iteration 29Q: 3 clusters Score -1.086219e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81683 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -10862264.000000 Penalty: 3687.107178
	Iteration 30Q: 3 clusters Score -1.086226e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -10862299.000000 Penalty: 3687.107178
	Iteration 31Q: 3 clusters Score -1.08623e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -10862351.000000 Penalty: 3687.107178
	Iteration 32Q: 3 clusters Score -1.086235e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -10862390.000000 Penalty: 3687.107178
	Iteration 33Q: 3 clusters Score -1.086239e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -10862422.000000 Penalty: 3687.107178
	Iteration 34Q: 3 clusters Score -1.086242e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -10862469.000000 Penalty: 3687.107178
	Iteration 35Q: 3 clusters Score -1.086247e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -10862481.000000 Penalty: 3687.107178
	Iteration 36Q: 3 clusters Score -1.086248e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -10862491.000000 Penalty: 3687.107178
	Iteration 37Q: 3 clusters Score -1.086249e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82616 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -10862533.000000 Penalty: 3687.107178
	Iteration 38Q: 3 clusters Score -1.086253e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -10862582.000000 Penalty: 3687.107178
	Iteration 39Q: 3 clusters Score -1.086258e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -10862631.000000 Penalty: 3687.107178
	Iteration 40F: 3 clusters Score -1.086263e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10862652.000000 Penalty: 3687.107178
	Iteration 41Q: 3 clusters Score -1.086265e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -10862684.000000 Penalty: 3687.107178
	Iteration 42Q: 3 clusters Score -1.086268e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -10862706.000000 Penalty: 3687.107178
	Iteration 43Q: 3 clusters Score -1.086271e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -10862722.000000 Penalty: 3687.107178
	Iteration 44Q: 3 clusters Score -1.086272e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -10862723.000000 Penalty: 3687.107178
	Iteration 45Q: 3 clusters Score -1.086272e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -10862748.000000 Penalty: 3687.107178
	Iteration 46Q: 3 clusters Score -1.086275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10862750.000000 Penalty: 3687.107178
	Iteration 47Q: 3 clusters Score -1.086275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10862766.000000 Penalty: 3687.107178
	Iteration 48Q: 3 clusters Score -1.086277e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83210 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10862768.000000 Penalty: 3687.107178
	Iteration 49Q: 3 clusters Score -1.086277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -10862762.000000 Penalty: 3687.107178
	Iteration 50Q: 3 clusters Score -1.086276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10862766.000000 Penalty: 3687.107178
	Iteration 51Q: 3 clusters Score -1.086277e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -10862789.000000 Penalty: 3687.107178
	Iteration 52Q: 3 clusters Score -1.086279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10862785.000000 Penalty: 3687.107178
	Iteration 53Q: 3 clusters Score -1.086278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -10862809.000000 Penalty: 3687.107178
	Iteration 54Q: 3 clusters Score -1.086281e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10862825.000000 Penalty: 3687.107178
	Iteration 55Q: 3 clusters Score -1.086282e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10862843.000000 Penalty: 3687.107178
	Iteration 56Q: 3 clusters Score -1.086284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10862858.000000 Penalty: 3687.107178
	Iteration 57Q: 3 clusters Score -1.086286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10862868.000000 Penalty: 3687.107178
	Iteration 58Q: 3 clusters Score -1.086287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10862874.000000 Penalty: 3687.107178
	Iteration 59Q: 3 clusters Score -1.086287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10862878.000000 Penalty: 3687.107178
	Iteration 60F: 3 clusters Score -1.086288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10862883.000000 Penalty: 3687.107178
	Iteration 61Q: 3 clusters Score -1.086288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10862885.000000 Penalty: 3687.107178
	Iteration 62Q: 3 clusters Score -1.086288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10862881.000000 Penalty: 3687.107178
	Iteration 63Q: 3 clusters Score -1.086288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10862879.000000 Penalty: 3687.107178
	Iteration 64Q: 3 clusters Score -1.086288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10862878.000000 Penalty: 3687.107178
	Iteration 65Q: 3 clusters Score -1.086288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10862884.000000 Penalty: 3687.107178
	Iteration 66Q: 3 clusters Score -1.086288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10862876.000000 Penalty: 3687.107178
	Iteration 67Q: 3 clusters Score -1.086288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10862883.000000 Penalty: 3687.107178
	Iteration 68Q: 3 clusters Score -1.086288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10862877.000000 Penalty: 3687.107178
	Iteration 69Q: 3 clusters Score -1.086288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10862877.000000 Penalty: 3687.107178
	Iteration 70F: 3 clusters Score -1.086288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (99315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Entering Unmasked Estep 
Score: -12760613.000000 Penalty: 1869.733398
	Iteration 0F: 2 clusters Score -1.276061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -12698049.000000 Penalty: 3739.466797
	Iteration 0F: 3 clusters Score -1.269805e+07 nChanged 47489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.272583e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.272718e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.27296e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1.27334e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1.273888e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1.274545e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1.275133e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1.275542e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1.275736e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1.275817e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1.275854e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98389 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1.275871e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1.275883e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98627 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1.275892e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98688 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1.275899e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1.2759e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1.275902e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1.275902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1.275905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1.275905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1.275905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98768 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1.275908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1.275908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1.27591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1.27591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98765 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1.27591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98766 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1.27591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98765 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1.27591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1.27591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
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	Iteration 30F: 3 clusters Score -1.27591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 60975 members 
Mstep: Class 7 contains 44957 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10278 members 
Mstep: Class 11 contains 23519 members 
Mstep: Class 12 contains 11895 members 
Mstep: Class 13 contains 27798 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80874 members 
Mstep: Class 17 contains 96865 members 
Mstep: Class 18 contains 84537 members 
Mstep: Class 19 contains 99315 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 19 clusters Score -6.951639e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6771 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 60866 members 
Mstep: Class 7 contains 44961 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 23606 members 
Mstep: Class 12 contains 11850 members 
Mstep: Class 13 contains 27895 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80897 members 
Mstep: Class 17 contains 96864 members 
Mstep: Class 18 contains 84427 members 
Mstep: Class 19 contains 99299 members 
Entering Unmasked Estep 
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Iteration 80F: 19 clusters Score -6.951648e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 253 members 
Mstep: Class 6 contains 60777 members 
Mstep: Class 7 contains 44965 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 23691 members 
Mstep: Class 12 contains 11816 members 
Mstep: Class 13 contains 27982 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80913 members 
Mstep: Class 17 contains 96852 members 
Mstep: Class 18 contains 84327 members 
Mstep: Class 19 contains 99304 members 
Entering Unmasked Estep 
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Iteration 81Q: 19 clusters Score -6.951635e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6832 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 60697 members 
Mstep: Class 7 contains 44976 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10330 members 
Mstep: Class 11 contains 23767 members 
Mstep: Class 12 contains 11791 members 
Mstep: Class 13 contains 28057 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80906 members 
Mstep: Class 17 contains 96842 members 
Mstep: Class 18 contains 84236 members 
Mstep: Class 19 contains 99303 members 
Entering Unmasked Estep 
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Iteration 82Q: 19 clusters Score -6.951638e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 60604 members 
Mstep: Class 7 contains 44981 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10338 members 
Mstep: Class 11 contains 23853 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 28129 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80886 members 
Mstep: Class 17 contains 96858 members 
Mstep: Class 18 contains 84190 members 
Mstep: Class 19 contains 99265 members 
Entering Unmasked Estep 
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Iteration 83Q: 19 clusters Score -6.951633e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 60514 members 
Mstep: Class 7 contains 44987 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 23929 members 
Mstep: Class 12 contains 11738 members 
Mstep: Class 13 contains 28191 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80878 members 
Mstep: Class 17 contains 96850 members 
Mstep: Class 18 contains 84171 members 
Mstep: Class 19 contains 99216 members 
Entering Unmasked Estep 
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Iteration 84Q: 19 clusters Score -6.951624e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6959 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 60428 members 
Mstep: Class 7 contains 44995 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10350 members 
Mstep: Class 11 contains 24009 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 28259 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80874 members 
Mstep: Class 17 contains 96835 members 
Mstep: Class 18 contains 84131 members 
Mstep: Class 19 contains 99162 members 
Entering Unmasked Estep 
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Iteration 85Q: 19 clusters Score -6.951638e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6994 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 60324 members 
Mstep: Class 7 contains 45010 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10368 members 
Mstep: Class 11 contains 24079 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 28334 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80873 members 
Mstep: Class 17 contains 96816 members 
Mstep: Class 18 contains 84101 members 
Mstep: Class 19 contains 99109 members 
Entering Unmasked Estep 
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Iteration 86Q: 19 clusters Score -6.95165e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7021 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 60227 members 
Mstep: Class 7 contains 45021 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10373 members 
Mstep: Class 11 contains 24160 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 28404 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 16 contains 80864 members 
Mstep: Class 17 contains 96791 members 
Mstep: Class 18 contains 84092 members 
Mstep: Class 19 contains 99062 members 
Entering Unmasked Estep 
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Iteration 87Q: 19 clusters Score -6.951626e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 60117 members 
Mstep: Class 7 contains 45029 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10384 members 
Mstep: Class 11 contains 24236 members 
Mstep: Class 12 contains 11707 members 
Mstep: Class 13 contains 28489 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80847 members 
Mstep: Class 17 contains 96771 members 
Mstep: Class 18 contains 84092 members 
Mstep: Class 19 contains 99021 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -6.95163e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7063 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 60004 members 
Mstep: Class 7 contains 45038 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10384 members 
Mstep: Class 11 contains 24306 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 28575 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80838 members 
Mstep: Class 17 contains 96736 members 
Mstep: Class 18 contains 84093 members 
Mstep: Class 19 contains 98996 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -6.951632e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59900 members 
Mstep: Class 7 contains 45051 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 24382 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 28667 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80829 members 
Mstep: Class 17 contains 96709 members 
Mstep: Class 18 contains 84077 members 
Mstep: Class 19 contains 98958 members 
Entering Unmasked Estep 
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Iteration 90Q: 19 clusters Score -6.951625e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7104 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59800 members 
Mstep: Class 7 contains 45053 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10385 members 
Mstep: Class 11 contains 24448 members 
Mstep: Class 12 contains 11680 members 
Mstep: Class 13 contains 28762 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80840 members 
Mstep: Class 17 contains 96678 members 
Mstep: Class 18 contains 84052 members 
Mstep: Class 19 contains 98930 members 
Entering Unmasked Estep 
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Iteration 91Q: 19 clusters Score -6.951631e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59730 members 
Mstep: Class 7 contains 45063 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 24512 members 
Mstep: Class 12 contains 11672 members 
Mstep: Class 13 contains 28848 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80854 members 
Mstep: Class 17 contains 96626 members 
Mstep: Class 18 contains 84023 members 
Mstep: Class 19 contains 98902 members 
Entering Unmasked Estep 
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Iteration 92Q: 19 clusters Score -6.951634e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7112 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59637 members 
Mstep: Class 7 contains 45074 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10395 members 
Mstep: Class 11 contains 24571 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 28932 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80874 members 
Mstep: Class 17 contains 96593 members 
Mstep: Class 18 contains 83991 members 
Mstep: Class 19 contains 98884 members 
Entering Unmasked Estep 
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Iteration 93Q: 19 clusters Score -6.951638e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7106 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59557 members 
Mstep: Class 7 contains 45087 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 24629 members 
Mstep: Class 12 contains 11657 members 
Mstep: Class 13 contains 29011 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80897 members 
Mstep: Class 17 contains 96564 members 
Mstep: Class 18 contains 83958 members 
Mstep: Class 19 contains 98857 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -6.951638e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59472 members 
Mstep: Class 7 contains 45093 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 24694 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 13 contains 29093 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80911 members 
Mstep: Class 17 contains 96548 members 
Mstep: Class 18 contains 83933 members 
Mstep: Class 19 contains 98816 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -6.95164e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59378 members 
Mstep: Class 7 contains 45104 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10397 members 
Mstep: Class 11 contains 24756 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 29168 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80930 members 
Mstep: Class 17 contains 96541 members 
Mstep: Class 18 contains 83921 members 
Mstep: Class 19 contains 98762 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -6.951646e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7132 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59312 members 
Mstep: Class 7 contains 45108 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10399 members 
Mstep: Class 11 contains 24804 members 
Mstep: Class 12 contains 11639 members 
Mstep: Class 13 contains 29256 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80948 members 
Mstep: Class 17 contains 96532 members 
Mstep: Class 18 contains 83887 members 
Mstep: Class 19 contains 98698 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -6.951649e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7139 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59260 members 
Mstep: Class 7 contains 45109 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 24849 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 29326 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80979 members 
Mstep: Class 17 contains 96521 members 
Mstep: Class 18 contains 83858 members 
Mstep: Class 19 contains 98635 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -6.95165e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59202 members 
Mstep: Class 7 contains 45112 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 24899 members 
Mstep: Class 12 contains 11632 members 
Mstep: Class 13 contains 29404 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 80991 members 
Mstep: Class 17 contains 96502 members 
Mstep: Class 18 contains 83843 members 
Mstep: Class 19 contains 98573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516568.000000 Penalty: 38670.171875
Iteration 99Q: 19 clusters Score -6.951657e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59149 members 
Mstep: Class 7 contains 45113 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10411 members 
Mstep: Class 11 contains 24945 members 
Mstep: Class 12 contains 11624 members 
Mstep: Class 13 contains 29489 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81010 members 
Mstep: Class 17 contains 96484 members 
Mstep: Class 18 contains 83827 members 
Mstep: Class 19 contains 98505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516464.000000 Penalty: 38670.171875
Iteration 100F: 19 clusters Score -6.951646e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59090 members 
Mstep: Class 7 contains 45115 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 24978 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 29568 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81026 members 
Mstep: Class 17 contains 96470 members 
Mstep: Class 18 contains 83822 members 
Mstep: Class 19 contains 98453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516504.000000 Penalty: 38670.171875
Iteration 101Q: 19 clusters Score -6.95165e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 59027 members 
Mstep: Class 7 contains 45120 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 24997 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 29648 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81035 members 
Mstep: Class 17 contains 96459 members 
Mstep: Class 18 contains 83821 members 
Mstep: Class 19 contains 98415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 19 clusters Score -6.951653e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58972 members 
Mstep: Class 7 contains 45120 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 25022 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 29722 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81041 members 
Mstep: Class 17 contains 96447 members 
Mstep: Class 18 contains 83828 members 
Mstep: Class 19 contains 98362 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 19 clusters Score -6.951652e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58918 members 
Mstep: Class 7 contains 45126 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 25049 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 29801 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81048 members 
Mstep: Class 17 contains 96427 members 
Mstep: Class 18 contains 83844 members 
Mstep: Class 19 contains 98295 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 19 clusters Score -6.951659e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58874 members 
Mstep: Class 7 contains 45130 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10407 members 
Mstep: Class 11 contains 25064 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 29881 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81048 members 
Mstep: Class 17 contains 96393 members 
Mstep: Class 18 contains 83866 members 
Mstep: Class 19 contains 98245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516608.000000 Penalty: 38670.171875
Iteration 105Q: 19 clusters Score -6.951661e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58823 members 
Mstep: Class 7 contains 45139 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 29954 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81068 members 
Mstep: Class 17 contains 96364 members 
Mstep: Class 18 contains 83881 members 
Mstep: Class 19 contains 98186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516632.000000 Penalty: 38670.171875
Iteration 106Q: 19 clusters Score -6.951663e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7188 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58779 members 
Mstep: Class 7 contains 45146 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 25094 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 30030 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81076 members 
Mstep: Class 17 contains 96341 members 
Mstep: Class 18 contains 83896 members 
Mstep: Class 19 contains 98139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516584.000000 Penalty: 38670.171875
Iteration 107Q: 19 clusters Score -6.951658e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7184 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58742 members 
Mstep: Class 7 contains 45155 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 25114 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 30097 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81076 members 
Mstep: Class 17 contains 96308 members 
Mstep: Class 18 contains 83916 members 
Mstep: Class 19 contains 98097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516672.000000 Penalty: 38670.171875
Iteration 108Q: 19 clusters Score -6.951667e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7187 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58705 members 
Mstep: Class 7 contains 45160 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 25129 members 
Mstep: Class 12 contains 11610 members 
Mstep: Class 13 contains 30167 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81080 members 
Mstep: Class 17 contains 96300 members 
Mstep: Class 18 contains 83909 members 
Mstep: Class 19 contains 98055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516672.000000 Penalty: 38670.171875
Iteration 109Q: 19 clusters Score -6.951667e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7187 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58667 members 
Mstep: Class 7 contains 45161 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 25145 members 
Mstep: Class 12 contains 11609 members 
Mstep: Class 13 contains 30229 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81082 members 
Mstep: Class 17 contains 96290 members 
Mstep: Class 18 contains 83909 members 
Mstep: Class 19 contains 98024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516712.000000 Penalty: 38670.171875
Iteration 110Q: 19 clusters Score -6.951671e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7188 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58623 members 
Mstep: Class 7 contains 45167 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10407 members 
Mstep: Class 11 contains 25161 members 
Mstep: Class 12 contains 11608 members 
Mstep: Class 13 contains 30288 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81077 members 
Mstep: Class 17 contains 96282 members 
Mstep: Class 18 contains 83913 members 
Mstep: Class 19 contains 97997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516664.000000 Penalty: 38670.171875
Iteration 111Q: 19 clusters Score -6.951666e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58581 members 
Mstep: Class 7 contains 45176 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10404 members 
Mstep: Class 11 contains 25165 members 
Mstep: Class 12 contains 11609 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81087 members 
Mstep: Class 17 contains 96276 members 
Mstep: Class 18 contains 83904 members 
Mstep: Class 19 contains 97974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516760.000000 Penalty: 38670.171875
Iteration 112Q: 19 clusters Score -6.951676e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58547 members 
Mstep: Class 7 contains 45178 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10405 members 
Mstep: Class 11 contains 25167 members 
Mstep: Class 12 contains 11609 members 
Mstep: Class 13 contains 30408 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81103 members 
Mstep: Class 17 contains 96269 members 
Mstep: Class 18 contains 83889 members 
Mstep: Class 19 contains 97956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516824.000000 Penalty: 38670.171875
Iteration 113Q: 19 clusters Score -6.951682e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58517 members 
Mstep: Class 7 contains 45181 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 11 contains 25178 members 
Mstep: Class 12 contains 11608 members 
Mstep: Class 13 contains 30466 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 16 contains 81107 members 
Mstep: Class 17 contains 96267 members 
Mstep: Class 18 contains 83880 members 
Mstep: Class 19 contains 97927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516848.000000 Penalty: 38670.171875
Iteration 114Q: 19 clusters Score -6.951685e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58487 members 
Mstep: Class 7 contains 45183 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 11 contains 25192 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 30525 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81108 members 
Mstep: Class 17 contains 96261 members 
Mstep: Class 18 contains 83874 members 
Mstep: Class 19 contains 97898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516840.000000 Penalty: 38670.171875
Iteration 115Q: 19 clusters Score -6.951684e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7169 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58453 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 25204 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 30583 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81109 members 
Mstep: Class 17 contains 96249 members 
Mstep: Class 18 contains 83855 members 
Mstep: Class 19 contains 97892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516888.000000 Penalty: 38670.171875
Iteration 116Q: 19 clusters Score -6.951689e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7169 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58427 members 
Mstep: Class 7 contains 45197 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 25211 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 30632 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81113 members 
Mstep: Class 17 contains 96229 members 
Mstep: Class 18 contains 83848 members 
Mstep: Class 19 contains 97880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516840.000000 Penalty: 38670.171875
Iteration 117Q: 19 clusters Score -6.951684e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58423 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10398 members 
Mstep: Class 11 contains 25223 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 30675 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81118 members 
Mstep: Class 17 contains 96215 members 
Mstep: Class 18 contains 83834 members 
Mstep: Class 19 contains 97859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516896.000000 Penalty: 38670.171875
Iteration 118Q: 19 clusters Score -6.95169e+07 nChanged 157
Entering ConstructFrom: 
Score: -69516896.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -18221.689453 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -18221.69 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 140 members 
Entering Unmasked Estep 
Score: -17540.523438 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -17540.52 nChanged 71
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: -17874.365234 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -17874.37 nChanged 19
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: -17951.839844 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -17951.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17989.634766 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -17989.63 nChanged 7
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: -18020.666016 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -18020.67 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: -18040.876953 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -18040.88 nChanged 3
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: -18054.218750 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -18054.22 nChanged 4
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: -18062.771484 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -18062.77 nChanged 0
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: -18062.771484 Penalty: 1825.450684
	Iteration 8F: 3 clusters Score -18062.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Entering Unmasked Estep 
Score: -866746.750000 Penalty: 1442.551880
	Iteration 0F: 2 clusters Score -866746.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -861413.437500 Penalty: 2885.103760
	Iteration 0F: 3 clusters Score -861413.4 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -863055.125000 Penalty: 2885.103760
	Iteration 1F: 3 clusters Score -863055.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -863377.187500 Penalty: 2885.103760
	Iteration 2F: 3 clusters Score -863377.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -863671.562500 Penalty: 2885.103760
	Iteration 3F: 3 clusters Score -863671.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -863993.375000 Penalty: 2885.103760
	Iteration 4F: 3 clusters Score -863993.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -864287.187500 Penalty: 2885.103760
	Iteration 5F: 3 clusters Score -864287.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -864525.062500 Penalty: 2885.103760
	Iteration 6Q: 3 clusters Score -864525.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -864742.687500 Penalty: 2885.103760
	Iteration 7Q: 3 clusters Score -864742.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -864949.062500 Penalty: 2885.103760
	Iteration 8Q: 3 clusters Score -864949.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -865137.500000 Penalty: 2885.103760
	Iteration 9Q: 3 clusters Score -865137.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -865254.125000 Penalty: 2885.103760
	Iteration 10Q: 3 clusters Score -865254.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -865345.937500 Penalty: 2885.103760
	Iteration 11Q: 3 clusters Score -865345.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -865439.625000 Penalty: 2885.103760
	Iteration 12Q: 3 clusters Score -865439.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -865493.125000 Penalty: 2885.103760
	Iteration 13Q: 3 clusters Score -865493.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -865524.437500 Penalty: 2885.103760
	Iteration 14Q: 3 clusters Score -865524.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -865541.000000 Penalty: 2885.103760
	Iteration 15Q: 3 clusters Score -865541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -865549.437500 Penalty: 2885.103760
	Iteration 16Q: 3 clusters Score -865549.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -865557.875000 Penalty: 2885.103760
	Iteration 17Q: 3 clusters Score -865557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -865563.187500 Penalty: 2885.103760
	Iteration 18Q: 3 clusters Score -865563.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -865565.500000 Penalty: 2885.103760
	Iteration 19Q: 3 clusters Score -865565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -865567.625000 Penalty: 2885.103760
	Iteration 20F: 3 clusters Score -865567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -865570.812500 Penalty: 2885.103760
	Iteration 21Q: 3 clusters Score -865570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -865575.125000 Penalty: 2885.103760
	Iteration 22Q: 3 clusters Score -865575.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -865581.000000 Penalty: 2885.103760
	Iteration 23Q: 3 clusters Score -865581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -865586.437500 Penalty: 2885.103760
	Iteration 24Q: 3 clusters Score -865586.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -865589.062500 Penalty: 2885.103760
	Iteration 25Q: 3 clusters Score -865589.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -865592.312500 Penalty: 2885.103760
	Iteration 26Q: 3 clusters Score -865592.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -865598.750000 Penalty: 2885.103760
	Iteration 27Q: 3 clusters Score -865598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -865601.625000 Penalty: 2885.103760
	Iteration 28Q: 3 clusters Score -865601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -865603.750000 Penalty: 2885.103760
	Iteration 29Q: 3 clusters Score -865603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -865604.500000 Penalty: 2885.103760
	Iteration 30Q: 3 clusters Score -865604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -865604.500000 Penalty: 2885.103760
	Iteration 31F: 3 clusters Score -865604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -35171.062500 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -35171.06 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 200 members 
Entering Unmasked Estep 
Score: -34302.933594 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -34302.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34516.253906 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -34516.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34641.753906 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -34641.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34708.656250 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -34708.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34740.117188 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -34740.12 nChanged 6
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: -34793.316406 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -34793.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34819.546875 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -34819.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34840.414062 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -34840.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34876.367188 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -34876.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34892.171875 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -34892.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34912.898438 Penalty: 1928.840576
	Iteration 10Q: 3 clusters Score -34912.9 nChanged 5
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: -34944.406250 Penalty: 1928.840576
	Iteration 11Q: 3 clusters Score -34944.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34964.195312 Penalty: 1928.840576
	Iteration 12Q: 3 clusters Score -34964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34974.546875 Penalty: 1928.840576
	Iteration 13Q: 3 clusters Score -34974.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34989.585938 Penalty: 1928.840576
	Iteration 14Q: 3 clusters Score -34989.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34995.183594 Penalty: 1928.840576
	Iteration 15Q: 3 clusters Score -34995.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35007.824219 Penalty: 1928.840576
	Iteration 16Q: 3 clusters Score -35007.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35012.335938 Penalty: 1928.840576
	Iteration 17Q: 3 clusters Score -35012.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35017.371094 Penalty: 1928.840576
	Iteration 18Q: 3 clusters Score -35017.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35017.847656 Penalty: 1928.840576
	Iteration 19Q: 3 clusters Score -35017.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35019.226562 Penalty: 1928.840576
	Iteration 20F: 3 clusters Score -35019.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35021.011719 Penalty: 1928.840576
	Iteration 21Q: 3 clusters Score -35021.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35029.085938 Penalty: 1928.840576
	Iteration 22Q: 3 clusters Score -35029.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35029.800781 Penalty: 1928.840576
	Iteration 23Q: 3 clusters Score -35029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35029.800781 Penalty: 1928.840576
	Iteration 24F: 3 clusters Score -35029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Entering Unmasked Estep 
Score: -195568.875000 Penalty: 1198.173340
	Iteration 0F: 2 clusters Score -195568.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193746.234375 Penalty: 2396.346680
	Iteration 0F: 3 clusters Score -193746.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -194086.984375 Penalty: 2396.346680
	Iteration 1F: 3 clusters Score -194087 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -194191.656250 Penalty: 2396.346680
	Iteration 2F: 3 clusters Score -194191.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -194251.718750 Penalty: 2396.346680
	Iteration 3F: 3 clusters Score -194251.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194283.734375 Penalty: 2396.346680
	Iteration 4Q: 3 clusters Score -194283.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -194306.796875 Penalty: 2396.346680
	Iteration 5Q: 3 clusters Score -194306.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -194326.156250 Penalty: 2396.346680
	Iteration 6Q: 3 clusters Score -194326.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194342.578125 Penalty: 2396.346680
	Iteration 7Q: 3 clusters Score -194342.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -194354.250000 Penalty: 2396.346680
	Iteration 8Q: 3 clusters Score -194354.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194366.015625 Penalty: 2396.346680
	Iteration 9Q: 3 clusters Score -194366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -194374.265625 Penalty: 2396.346680
	Iteration 10Q: 3 clusters Score -194374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -194376.812500 Penalty: 2396.346680
	Iteration 11Q: 3 clusters Score -194376.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -194379.984375 Penalty: 2396.346680
	Iteration 12Q: 3 clusters Score -194380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -194380.890625 Penalty: 2396.346680
	Iteration 13Q: 3 clusters Score -194380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -194381.750000 Penalty: 2396.346680
	Iteration 14Q: 3 clusters Score -194381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -194383.203125 Penalty: 2396.346680
	Iteration 15Q: 3 clusters Score -194383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -194385.140625 Penalty: 2396.346680
	Iteration 16Q: 3 clusters Score -194385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -194387.421875 Penalty: 2396.346680
	Iteration 17Q: 3 clusters Score -194387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -194387.843750 Penalty: 2396.346680
	Iteration 18Q: 3 clusters Score -194387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -194389.546875 Penalty: 2396.346680
	Iteration 19Q: 3 clusters Score -194389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -194389.546875 Penalty: 2396.346680
	Iteration 20F: 3 clusters Score -194389.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -9865.254883 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -9865.255 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 138 members 
Entering Unmasked Estep 
Score: -9180.096680 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -9180.097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9419.294922 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -9419.295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9497.422852 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -9497.423 nChanged 8
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: -9529.756836 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -9529.757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9615.102539 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -9615.103 nChanged 4
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: -9685.455078 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -9685.455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9695.373047 Penalty: 1800.910645
	Iteration 6Q: 3 clusters Score -9695.373 nChanged 1
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: -9696.313477 Penalty: 1800.910645
	Iteration 7Q: 3 clusters Score -9696.313 nChanged 0
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: -9696.313477 Penalty: 1800.910645
	Iteration 8F: 3 clusters Score -9696.313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Entering Unmasked Estep 
Score: -7503701.500000 Penalty: 1783.446289
	Iteration 0F: 2 clusters Score -7503702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -7464845.500000 Penalty: 3566.892578
	Iteration 0F: 3 clusters Score -7464846 nChanged 27570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -7480464.000000 Penalty: 3566.892578
	Iteration 1F: 3 clusters Score -7480464 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -7480983.500000 Penalty: 3566.892578
	Iteration 2Q: 3 clusters Score -7480984 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -7481549.000000 Penalty: 3566.892578
	Iteration 3Q: 3 clusters Score -7481549 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -7482182.500000 Penalty: 3566.892578
	Iteration 4Q: 3 clusters Score -7482182 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -7483180.500000 Penalty: 3566.892578
	Iteration 5Q: 3 clusters Score -7483180 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -7484583.500000 Penalty: 3566.892578
	Iteration 6F: 3 clusters Score -7484584 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7486877.500000 Penalty: 3566.892578
	Iteration 7F: 3 clusters Score -7486878 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -7490126.500000 Penalty: 3566.892578
	Iteration 8F: 3 clusters Score -7490126 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -7493971.000000 Penalty: 3566.892578
	Iteration 9F: 3 clusters Score -7493971 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -7497300.500000 Penalty: 3566.892578
	Iteration 10F: 3 clusters Score -7497300 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -7499698.500000 Penalty: 3566.892578
	Iteration 11Q: 3 clusters Score -7499698 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -7500989.000000 Penalty: 3566.892578
	Iteration 12Q: 3 clusters Score -7500989 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -7501600.000000 Penalty: 3566.892578
	Iteration 13Q: 3 clusters Score -7501600 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -7501947.000000 Penalty: 3566.892578
	Iteration 14Q: 3 clusters Score -7501947 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -7502111.500000 Penalty: 3566.892578
	Iteration 15Q: 3 clusters Score -7502112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
Score: -7502202.500000 Penalty: 3566.892578
	Iteration 16Q: 3 clusters Score -7502202 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -7502273.000000 Penalty: 3566.892578
	Iteration 17Q: 3 clusters Score -7502273 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -7502333.500000 Penalty: 3566.892578
	Iteration 18Q: 3 clusters Score -7502334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -7502365.500000 Penalty: 3566.892578
	Iteration 19Q: 3 clusters Score -7502366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -7502409.000000 Penalty: 3566.892578
	Iteration 20F: 3 clusters Score -7502409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -7502437.000000 Penalty: 3566.892578
	Iteration 21Q: 3 clusters Score -7502437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -7502452.000000 Penalty: 3566.892578
	Iteration 22Q: 3 clusters Score -7502452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -7502460.500000 Penalty: 3566.892578
	Iteration 23Q: 3 clusters Score -7502460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -7502492.000000 Penalty: 3566.892578
	Iteration 24Q: 3 clusters Score -7502492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -7502501.000000 Penalty: 3566.892578
	Iteration 25Q: 3 clusters Score -7502501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -7502505.000000 Penalty: 3566.892578
	Iteration 26Q: 3 clusters Score -7502505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -7502509.000000 Penalty: 3566.892578
	Iteration 27Q: 3 clusters Score -7502509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -7502511.000000 Penalty: 3566.892578
	Iteration 28Q: 3 clusters Score -7502511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -7502528.500000 Penalty: 3566.892578
	Iteration 29Q: 3 clusters Score -7502528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -7502520.500000 Penalty: 3566.892578
	Iteration 30Q: 3 clusters Score -7502520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -7502530.500000 Penalty: 3566.892578
	Iteration 31Q: 3 clusters Score -7502530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -7502535.000000 Penalty: 3566.892578
	Iteration 32Q: 3 clusters Score -7502535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -7502532.500000 Penalty: 3566.892578
	Iteration 33Q: 3 clusters Score -7502532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -7502536.000000 Penalty: 3566.892578
	Iteration 34Q: 3 clusters Score -7502536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -7502541.500000 Penalty: 3566.892578
	Iteration 35Q: 3 clusters Score -7502542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -7502550.500000 Penalty: 3566.892578
	Iteration 36Q: 3 clusters Score -7502550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -7502551.500000 Penalty: 3566.892578
	Iteration 37Q: 3 clusters Score -7502552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -7502552.000000 Penalty: 3566.892578
	Iteration 38Q: 3 clusters Score -7502552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -7502553.500000 Penalty: 3566.892578
	Iteration 39Q: 3 clusters Score -7502554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -7502550.000000 Penalty: 3566.892578
	Iteration 40F: 3 clusters Score -7502550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Entering Unmasked Estep 
Score: -5819292.000000 Penalty: 1741.799194
	Iteration 0F: 2 clusters Score -5819292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -5789139.500000 Penalty: 3483.598389
	Iteration 0F: 3 clusters Score -5789140 nChanged 21191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -5801099.000000 Penalty: 3483.598389
	Iteration 1F: 3 clusters Score -5801099 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -5801533.000000 Penalty: 3483.598389
	Iteration 2Q: 3 clusters Score -5801533 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -5801932.000000 Penalty: 3483.598389
	Iteration 3Q: 3 clusters Score -5801932 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5802340.500000 Penalty: 3483.598389
	Iteration 4Q: 3 clusters Score -5802340 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -5802771.000000 Penalty: 3483.598389
	Iteration 5Q: 3 clusters Score -5802771 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -5803228.000000 Penalty: 3483.598389
	Iteration 6Q: 3 clusters Score -5803228 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5803888.500000 Penalty: 3483.598389
	Iteration 7Q: 3 clusters Score -5803888 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -5804680.000000 Penalty: 3483.598389
	Iteration 8Q: 3 clusters Score -5804680 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -5805728.500000 Penalty: 3483.598389
	Iteration 9F: 3 clusters Score -5805728 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5807190.000000 Penalty: 3483.598389
	Iteration 10F: 3 clusters Score -5807190 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -5808857.000000 Penalty: 3483.598389
	Iteration 11F: 3 clusters Score -5808857 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -5810737.500000 Penalty: 3483.598389
	Iteration 12F: 3 clusters Score -5810738 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -5812510.500000 Penalty: 3483.598389
	Iteration 13F: 3 clusters Score -5812510 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -5814072.500000 Penalty: 3483.598389
	Iteration 14Q: 3 clusters Score -5814072 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5815262.500000 Penalty: 3483.598389
	Iteration 15Q: 3 clusters Score -5815262 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5816221.000000 Penalty: 3483.598389
	Iteration 16Q: 3 clusters Score -5816221 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5816887.000000 Penalty: 3483.598389
	Iteration 17Q: 3 clusters Score -5816887 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -5817276.000000 Penalty: 3483.598389
	Iteration 18Q: 3 clusters Score -5817276 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -5817495.500000 Penalty: 3483.598389
	Iteration 19Q: 3 clusters Score -5817496 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -5817655.000000 Penalty: 3483.598389
	Iteration 20F: 3 clusters Score -5817655 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5817729.500000 Penalty: 3483.598389
	Iteration 21Q: 3 clusters Score -5817730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5817791.000000 Penalty: 3483.598389
	Iteration 22Q: 3 clusters Score -5817791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -5817821.000000 Penalty: 3483.598389
	Iteration 23Q: 3 clusters Score -5817821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -5817856.500000 Penalty: 3483.598389
	Iteration 24Q: 3 clusters Score -5817856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -5817876.000000 Penalty: 3483.598389
	Iteration 25Q: 3 clusters Score -5817876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -5817881.000000 Penalty: 3483.598389
	Iteration 26Q: 3 clusters Score -5817881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -5817888.500000 Penalty: 3483.598389
	Iteration 27Q: 3 clusters Score -5817888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5817891.000000 Penalty: 3483.598389
	Iteration 28Q: 3 clusters Score -5817891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -5817899.000000 Penalty: 3483.598389
	Iteration 29Q: 3 clusters Score -5817899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5817897.500000 Penalty: 3483.598389
	Iteration 30Q: 3 clusters Score -5817898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5817897.000000 Penalty: 3483.598389
	Iteration 31Q: 3 clusters Score -5817897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5817902.500000 Penalty: 3483.598389
	Iteration 32Q: 3 clusters Score -5817902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -5817907.000000 Penalty: 3483.598389
	Iteration 33Q: 3 clusters Score -5817907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -5817911.500000 Penalty: 3483.598389
	Iteration 34Q: 3 clusters Score -5817912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -5817910.500000 Penalty: 3483.598389
	Iteration 35Q: 3 clusters Score -5817910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -5817912.000000 Penalty: 3483.598389
	Iteration 36Q: 3 clusters Score -5817912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5817912.000000 Penalty: 3483.598389
	Iteration 37Q: 3 clusters Score -5817912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5817912.000000 Penalty: 3483.598389
	Iteration 38F: 3 clusters Score -5817912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -91959.320312 Penalty: 1089.068604
	Iteration 0F: 2 clusters Score -91959.32 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 410 members 
Entering Unmasked Estep 
Score: -90700.617188 Penalty: 2178.137207
	Iteration 0F: 3 clusters Score -90700.62 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91028.617188 Penalty: 2178.137207
	Iteration 1F: 3 clusters Score -91028.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91161.296875 Penalty: 2178.137207
	Iteration 2F: 3 clusters Score -91161.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -91240.406250 Penalty: 2178.137207
	Iteration 3F: 3 clusters Score -91240.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91318.070312 Penalty: 2178.137207
	Iteration 4Q: 3 clusters Score -91318.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91395.601562 Penalty: 2178.137207
	Iteration 5Q: 3 clusters Score -91395.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -91453.484375 Penalty: 2178.137207
	Iteration 6Q: 3 clusters Score -91453.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -91488.953125 Penalty: 2178.137207
	Iteration 7Q: 3 clusters Score -91488.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -91512.593750 Penalty: 2178.137207
	Iteration 8Q: 3 clusters Score -91512.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91523.195312 Penalty: 2178.137207
	Iteration 9Q: 3 clusters Score -91523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91527.742188 Penalty: 2178.137207
	Iteration 10Q: 3 clusters Score -91527.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91529.039062 Penalty: 2178.137207
	Iteration 11Q: 3 clusters Score -91529.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91529.039062 Penalty: 2178.137207
	Iteration 12F: 3 clusters Score -91529.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23406.919922 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -23406.92 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 123 members 
Entering Unmasked Estep 
Score: -22793.816406 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -22793.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23050.863281 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -23050.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23200.638672 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -23200.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23244.843750 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -23244.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23305.287109 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -23305.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23318.056641 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -23318.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23319.998047 Penalty: 1793.172119
	Iteration 6F: 3 clusters Score -23320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23331.394531 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -23331.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23335.351562 Penalty: 1793.172119
	Iteration 8Q: 3 clusters Score -23335.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23335.351562 Penalty: 1793.172119
	Iteration 9F: 3 clusters Score -23335.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Entering Unmasked Estep 
Score: -1323996.875000 Penalty: 1503.022461
	Iteration 0F: 2 clusters Score -1323997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1316628.500000 Penalty: 3006.044922
	Iteration 0F: 3 clusters Score -1316628 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1318964.375000 Penalty: 3006.044922
	Iteration 1F: 3 clusters Score -1318964 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1319153.625000 Penalty: 3006.044922
	Iteration 2F: 3 clusters Score -1319154 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1319269.375000 Penalty: 3006.044922
	Iteration 3Q: 3 clusters Score -1319269 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1319379.875000 Penalty: 3006.044922
	Iteration 4Q: 3 clusters Score -1319380 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1319480.000000 Penalty: 3006.044922
	Iteration 5Q: 3 clusters Score -1319480 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1319563.000000 Penalty: 3006.044922
	Iteration 6Q: 3 clusters Score -1319563 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1319651.500000 Penalty: 3006.044922
	Iteration 7Q: 3 clusters Score -1319652 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1319731.000000 Penalty: 3006.044922
	Iteration 8Q: 3 clusters Score -1319731 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1319827.125000 Penalty: 3006.044922
	Iteration 9Q: 3 clusters Score -1319827 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1319970.625000 Penalty: 3006.044922
	Iteration 10Q: 3 clusters Score -1319971 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1320136.750000 Penalty: 3006.044922
	Iteration 11Q: 3 clusters Score -1320137 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1320322.625000 Penalty: 3006.044922
	Iteration 12Q: 3 clusters Score -1320323 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1320557.875000 Penalty: 3006.044922
	Iteration 13Q: 3 clusters Score -1320558 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1320900.250000 Penalty: 3006.044922
	Iteration 14F: 3 clusters Score -1320900 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1321324.625000 Penalty: 3006.044922
	Iteration 15F: 3 clusters Score -1321325 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1321748.750000 Penalty: 3006.044922
	Iteration 16F: 3 clusters Score -1321749 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1322082.625000 Penalty: 3006.044922
	Iteration 17Q: 3 clusters Score -1322083 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1322313.875000 Penalty: 3006.044922
	Iteration 18Q: 3 clusters Score -1322314 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1322505.250000 Penalty: 3006.044922
	Iteration 19Q: 3 clusters Score -1322505 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1322644.750000 Penalty: 3006.044922
	Iteration 20F: 3 clusters Score -1322645 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1322710.500000 Penalty: 3006.044922
	Iteration 21Q: 3 clusters Score -1322710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1322759.875000 Penalty: 3006.044922
	Iteration 22Q: 3 clusters Score -1322760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1322788.625000 Penalty: 3006.044922
	Iteration 23Q: 3 clusters Score -1322789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1322806.250000 Penalty: 3006.044922
	Iteration 24Q: 3 clusters Score -1322806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1322823.625000 Penalty: 3006.044922
	Iteration 25Q: 3 clusters Score -1322824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1322836.750000 Penalty: 3006.044922
	Iteration 26Q: 3 clusters Score -1322837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1322844.500000 Penalty: 3006.044922
	Iteration 27Q: 3 clusters Score -1322844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1322851.250000 Penalty: 3006.044922
	Iteration 28Q: 3 clusters Score -1322851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1322858.000000 Penalty: 3006.044922
	Iteration 29Q: 3 clusters Score -1322858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1322857.000000 Penalty: 3006.044922
	Iteration 30Q: 3 clusters Score -1322857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1322858.000000 Penalty: 3006.044922
	Iteration 31Q: 3 clusters Score -1322858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1322861.875000 Penalty: 3006.044922
	Iteration 32Q: 3 clusters Score -1322862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1322863.000000 Penalty: 3006.044922
	Iteration 33Q: 3 clusters Score -1322863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1322864.625000 Penalty: 3006.044922
	Iteration 34Q: 3 clusters Score -1322865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1322863.500000 Penalty: 3006.044922
	Iteration 35Q: 3 clusters Score -1322864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1322866.750000 Penalty: 3006.044922
	Iteration 36Q: 3 clusters Score -1322867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1322866.250000 Penalty: 3006.044922
	Iteration 37Q: 3 clusters Score -1322866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1322869.625000 Penalty: 3006.044922
	Iteration 38Q: 3 clusters Score -1322870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1322869.625000 Penalty: 3006.044922
	Iteration 39F: 3 clusters Score -1322870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Entering Unmasked Estep 
Score: -3261301.250000 Penalty: 1647.065674
	Iteration 0F: 2 clusters Score -3261301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3244244.500000 Penalty: 3294.131348
	Iteration 0F: 3 clusters Score -3244244 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3250552.750000 Penalty: 3294.131348
	Iteration 1F: 3 clusters Score -3250553 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3250924.500000 Penalty: 3294.131348
	Iteration 2Q: 3 clusters Score -3250924 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3251282.750000 Penalty: 3294.131348
	Iteration 3Q: 3 clusters Score -3251283 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3251732.500000 Penalty: 3294.131348
	Iteration 4Q: 3 clusters Score -3251732 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3252248.000000 Penalty: 3294.131348
	Iteration 5Q: 3 clusters Score -3252248 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3252917.000000 Penalty: 3294.131348
	Iteration 6F: 3 clusters Score -3252917 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3253771.250000 Penalty: 3294.131348
	Iteration 7F: 3 clusters Score -3253771 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3254780.750000 Penalty: 3294.131348
	Iteration 8F: 3 clusters Score -3254781 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3255955.000000 Penalty: 3294.131348
	Iteration 9F: 3 clusters Score -3255955 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3256892.750000 Penalty: 3294.131348
	Iteration 10F: 3 clusters Score -3256893 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3257431.250000 Penalty: 3294.131348
	Iteration 11Q: 3 clusters Score -3257431 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3257711.500000 Penalty: 3294.131348
	Iteration 12Q: 3 clusters Score -3257712 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3257940.500000 Penalty: 3294.131348
	Iteration 13Q: 3 clusters Score -3257940 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3258117.000000 Penalty: 3294.131348
	Iteration 14Q: 3 clusters Score -3258117 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3258277.750000 Penalty: 3294.131348
	Iteration 15Q: 3 clusters Score -3258278 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3258387.500000 Penalty: 3294.131348
	Iteration 16Q: 3 clusters Score -3258388 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3258452.250000 Penalty: 3294.131348
	Iteration 17Q: 3 clusters Score -3258452 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3258520.500000 Penalty: 3294.131348
	Iteration 18Q: 3 clusters Score -3258520 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3258583.000000 Penalty: 3294.131348
	Iteration 19Q: 3 clusters Score -3258583 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3258618.750000 Penalty: 3294.131348
	Iteration 20F: 3 clusters Score -3258619 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3258676.000000 Penalty: 3294.131348
	Iteration 21Q: 3 clusters Score -3258676 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3258720.500000 Penalty: 3294.131348
	Iteration 22Q: 3 clusters Score -3258720 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3258766.250000 Penalty: 3294.131348
	Iteration 23Q: 3 clusters Score -3258766 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3258823.750000 Penalty: 3294.131348
	Iteration 24Q: 3 clusters Score -3258824 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3258881.000000 Penalty: 3294.131348
	Iteration 25Q: 3 clusters Score -3258881 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3258947.750000 Penalty: 3294.131348
	Iteration 26Q: 3 clusters Score -3258948 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3259016.000000 Penalty: 3294.131348
	Iteration 27Q: 3 clusters Score -3259016 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3259078.000000 Penalty: 3294.131348
	Iteration 28Q: 3 clusters Score -3259078 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3259135.750000 Penalty: 3294.131348
	Iteration 29Q: 3 clusters Score -3259136 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3259194.250000 Penalty: 3294.131348
	Iteration 30Q: 3 clusters Score -3259194 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3259246.000000 Penalty: 3294.131348
	Iteration 31Q: 3 clusters Score -3259246 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3259272.500000 Penalty: 3294.131348
	Iteration 32Q: 3 clusters Score -3259272 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3259306.250000 Penalty: 3294.131348
	Iteration 33Q: 3 clusters Score -3259306 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3259346.750000 Penalty: 3294.131348
	Iteration 34Q: 3 clusters Score -3259347 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3259381.000000 Penalty: 3294.131348
	Iteration 35Q: 3 clusters Score -3259381 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3259415.500000 Penalty: 3294.131348
	Iteration 36Q: 3 clusters Score -3259416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3259435.000000 Penalty: 3294.131348
	Iteration 37Q: 3 clusters Score -3259435 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3259455.250000 Penalty: 3294.131348
	Iteration 38Q: 3 clusters Score -3259455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3259475.750000 Penalty: 3294.131348
	Iteration 39Q: 3 clusters Score -3259476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3259500.000000 Penalty: 3294.131348
	Iteration 40F: 3 clusters Score -3259500 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3259527.250000 Penalty: 3294.131348
	Iteration 41Q: 3 clusters Score -3259527 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3259553.000000 Penalty: 3294.131348
	Iteration 42Q: 3 clusters Score -3259553 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3259576.750000 Penalty: 3294.131348
	Iteration 43Q: 3 clusters Score -3259577 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3259602.750000 Penalty: 3294.131348
	Iteration 44Q: 3 clusters Score -3259603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3259623.250000 Penalty: 3294.131348
	Iteration 45Q: 3 clusters Score -3259623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3259635.000000 Penalty: 3294.131348
	Iteration 46Q: 3 clusters Score -3259635 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3259660.500000 Penalty: 3294.131348
	Iteration 47Q: 3 clusters Score -3259660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3259666.500000 Penalty: 3294.131348
	Iteration 48Q: 3 clusters Score -3259666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3259680.250000 Penalty: 3294.131348
	Iteration 49Q: 3 clusters Score -3259680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3259708.250000 Penalty: 3294.131348
	Iteration 50Q: 3 clusters Score -3259708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3259728.250000 Penalty: 3294.131348
	Iteration 51Q: 3 clusters Score -3259728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3259756.750000 Penalty: 3294.131348
	Iteration 52Q: 3 clusters Score -3259757 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3259774.500000 Penalty: 3294.131348
	Iteration 53Q: 3 clusters Score -3259774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3259796.000000 Penalty: 3294.131348
	Iteration 54Q: 3 clusters Score -3259796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3259820.750000 Penalty: 3294.131348
	Iteration 55Q: 3 clusters Score -3259821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3259826.750000 Penalty: 3294.131348
	Iteration 56Q: 3 clusters Score -3259827 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3259847.250000 Penalty: 3294.131348
	Iteration 57Q: 3 clusters Score -3259847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3259858.500000 Penalty: 3294.131348
	Iteration 58Q: 3 clusters Score -3259858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3259867.500000 Penalty: 3294.131348
	Iteration 59Q: 3 clusters Score -3259868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3259876.000000 Penalty: 3294.131348
	Iteration 60F: 3 clusters Score -3259876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3259876.750000 Penalty: 3294.131348
	Iteration 61Q: 3 clusters Score -3259877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3259884.250000 Penalty: 3294.131348
	Iteration 62Q: 3 clusters Score -3259884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3259891.250000 Penalty: 3294.131348
	Iteration 63Q: 3 clusters Score -3259891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3259890.750000 Penalty: 3294.131348
	Iteration 64Q: 3 clusters Score -3259891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3259894.750000 Penalty: 3294.131348
	Iteration 65Q: 3 clusters Score -3259895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3259892.000000 Penalty: 3294.131348
	Iteration 66Q: 3 clusters Score -3259892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3259900.250000 Penalty: 3294.131348
	Iteration 67Q: 3 clusters Score -3259900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3259905.500000 Penalty: 3294.131348
	Iteration 68Q: 3 clusters Score -3259906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3259907.750000 Penalty: 3294.131348
	Iteration 69Q: 3 clusters Score -3259908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3259911.500000 Penalty: 3294.131348
	Iteration 70Q: 3 clusters Score -3259912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3259908.500000 Penalty: 3294.131348
	Iteration 71Q: 3 clusters Score -3259908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3259913.250000 Penalty: 3294.131348
	Iteration 72Q: 3 clusters Score -3259913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3259916.250000 Penalty: 3294.131348
	Iteration 73Q: 3 clusters Score -3259916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3259917.000000 Penalty: 3294.131348
	Iteration 74Q: 3 clusters Score -3259917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3259920.750000 Penalty: 3294.131348
	Iteration 75Q: 3 clusters Score -3259921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3259922.500000 Penalty: 3294.131348
	Iteration 76Q: 3 clusters Score -3259922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3259922.500000 Penalty: 3294.131348
	Iteration 77Q: 3 clusters Score -3259922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3259923.750000 Penalty: 3294.131348
	Iteration 78Q: 3 clusters Score -3259924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3259925.250000 Penalty: 3294.131348
	Iteration 79Q: 3 clusters Score -3259925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3259931.500000 Penalty: 3294.131348
	Iteration 80F: 3 clusters Score -3259932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3259939.500000 Penalty: 3294.131348
	Iteration 81Q: 3 clusters Score -3259940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3259942.750000 Penalty: 3294.131348
	Iteration 82Q: 3 clusters Score -3259943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3259941.750000 Penalty: 3294.131348
	Iteration 83Q: 3 clusters Score -3259942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3259947.500000 Penalty: 3294.131348
	Iteration 84Q: 3 clusters Score -3259948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3259957.500000 Penalty: 3294.131348
	Iteration 85Q: 3 clusters Score -3259958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3259963.500000 Penalty: 3294.131348
	Iteration 86Q: 3 clusters Score -3259964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3259960.250000 Penalty: 3294.131348
	Iteration 87Q: 3 clusters Score -3259960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3259969.000000 Penalty: 3294.131348
	Iteration 88Q: 3 clusters Score -3259969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3259987.500000 Penalty: 3294.131348
	Iteration 89Q: 3 clusters Score -3259988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3260005.750000 Penalty: 3294.131348
	Iteration 90Q: 3 clusters Score -3260006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3260008.250000 Penalty: 3294.131348
	Iteration 91Q: 3 clusters Score -3260008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3260010.250000 Penalty: 3294.131348
	Iteration 92Q: 3 clusters Score -3260010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3260016.750000 Penalty: 3294.131348
	Iteration 93Q: 3 clusters Score -3260017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3260025.500000 Penalty: 3294.131348
	Iteration 94Q: 3 clusters Score -3260026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3260032.250000 Penalty: 3294.131348
	Iteration 95Q: 3 clusters Score -3260032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3260035.000000 Penalty: 3294.131348
	Iteration 96Q: 3 clusters Score -3260035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3260039.500000 Penalty: 3294.131348
	Iteration 97Q: 3 clusters Score -3260040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3260040.500000 Penalty: 3294.131348
	Iteration 98Q: 3 clusters Score -3260040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3260042.000000 Penalty: 3294.131348
	Iteration 99Q: 3 clusters Score -3260042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3260047.000000 Penalty: 3294.131348
	Iteration 100F: 3 clusters Score -3260047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3260045.750000 Penalty: 3294.131348
	Iteration 101Q: 3 clusters Score -3260046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3260048.000000 Penalty: 3294.131348
	Iteration 102Q: 3 clusters Score -3260048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3260052.750000 Penalty: 3294.131348
	Iteration 103Q: 3 clusters Score -3260053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3260057.250000 Penalty: 3294.131348
	Iteration 104Q: 3 clusters Score -3260057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3260060.750000 Penalty: 3294.131348
	Iteration 105Q: 3 clusters Score -3260061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3260061.750000 Penalty: 3294.131348
	Iteration 106Q: 3 clusters Score -3260062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3260061.750000 Penalty: 3294.131348
	Iteration 107F: 3 clusters Score -3260062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Entering Unmasked Estep 
Score: -1459861.500000 Penalty: 1520.854614
	Iteration 0F: 2 clusters Score -1459862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1451647.125000 Penalty: 3041.709229
	Iteration 0F: 3 clusters Score -1451647 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1454243.000000 Penalty: 3041.709229
	Iteration 1F: 3 clusters Score -1454243 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1454477.875000 Penalty: 3041.709229
	Iteration 2F: 3 clusters Score -1454478 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1454666.000000 Penalty: 3041.709229
	Iteration 3Q: 3 clusters Score -1454666 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1454799.250000 Penalty: 3041.709229
	Iteration 4Q: 3 clusters Score -1454799 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1454906.625000 Penalty: 3041.709229
	Iteration 5Q: 3 clusters Score -1454907 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1455007.875000 Penalty: 3041.709229
	Iteration 6Q: 3 clusters Score -1455008 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1455093.500000 Penalty: 3041.709229
	Iteration 7Q: 3 clusters Score -1455094 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1455174.000000 Penalty: 3041.709229
	Iteration 8Q: 3 clusters Score -1455174 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1455259.750000 Penalty: 3041.709229
	Iteration 9Q: 3 clusters Score -1455260 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1455367.125000 Penalty: 3041.709229
	Iteration 10Q: 3 clusters Score -1455367 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1455507.250000 Penalty: 3041.709229
	Iteration 11Q: 3 clusters Score -1455507 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1455706.250000 Penalty: 3041.709229
	Iteration 12Q: 3 clusters Score -1455706 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1455994.750000 Penalty: 3041.709229
	Iteration 13Q: 3 clusters Score -1455995 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1456382.625000 Penalty: 3041.709229
	Iteration 14Q: 3 clusters Score -1456383 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1456841.375000 Penalty: 3041.709229
	Iteration 15F: 3 clusters Score -1456841 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1457340.750000 Penalty: 3041.709229
	Iteration 16F: 3 clusters Score -1457341 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1457817.750000 Penalty: 3041.709229
	Iteration 17Q: 3 clusters Score -1457818 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1458121.875000 Penalty: 3041.709229
	Iteration 18Q: 3 clusters Score -1458122 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1458298.750000 Penalty: 3041.709229
	Iteration 19Q: 3 clusters Score -1458299 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1458388.750000 Penalty: 3041.709229
	Iteration 20F: 3 clusters Score -1458389 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1458446.000000 Penalty: 3041.709229
	Iteration 21Q: 3 clusters Score -1458446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1458488.125000 Penalty: 3041.709229
	Iteration 22Q: 3 clusters Score -1458488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1458513.750000 Penalty: 3041.709229
	Iteration 23Q: 3 clusters Score -1458514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1458524.875000 Penalty: 3041.709229
	Iteration 24Q: 3 clusters Score -1458525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1458530.250000 Penalty: 3041.709229
	Iteration 25Q: 3 clusters Score -1458530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1458538.250000 Penalty: 3041.709229
	Iteration 26Q: 3 clusters Score -1458538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1458552.000000 Penalty: 3041.709229
	Iteration 27Q: 3 clusters Score -1458552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1458563.000000 Penalty: 3041.709229
	Iteration 28Q: 3 clusters Score -1458563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1458566.625000 Penalty: 3041.709229
	Iteration 29Q: 3 clusters Score -1458567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1458569.875000 Penalty: 3041.709229
	Iteration 30Q: 3 clusters Score -1458570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1458569.875000 Penalty: 3041.709229
	Iteration 31F: 3 clusters Score -1458570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Entering Unmasked Estep 
Score: -3966343.000000 Penalty: 1679.053467
	Iteration 0F: 2 clusters Score -3966343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3945650.750000 Penalty: 3358.106934
	Iteration 0F: 3 clusters Score -3945651 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3953582.750000 Penalty: 3358.106934
	Iteration 1F: 3 clusters Score -3953583 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3954005.500000 Penalty: 3358.106934
	Iteration 2Q: 3 clusters Score -3954006 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3954416.500000 Penalty: 3358.106934
	Iteration 3Q: 3 clusters Score -3954416 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3954838.000000 Penalty: 3358.106934
	Iteration 4Q: 3 clusters Score -3954838 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3955321.750000 Penalty: 3358.106934
	Iteration 5Q: 3 clusters Score -3955322 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3955867.250000 Penalty: 3358.106934
	Iteration 6Q: 3 clusters Score -3955867 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3956580.000000 Penalty: 3358.106934
	Iteration 7Q: 3 clusters Score -3956580 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3957528.500000 Penalty: 3358.106934
	Iteration 8Q: 3 clusters Score -3957528 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3958611.250000 Penalty: 3358.106934
	Iteration 9F: 3 clusters Score -3958611 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3959859.500000 Penalty: 3358.106934
	Iteration 10F: 3 clusters Score -3959860 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3961047.500000 Penalty: 3358.106934
	Iteration 11Q: 3 clusters Score -3961048 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3962073.250000 Penalty: 3358.106934
	Iteration 12Q: 3 clusters Score -3962073 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3962846.250000 Penalty: 3358.106934
	Iteration 13Q: 3 clusters Score -3962846 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3963406.750000 Penalty: 3358.106934
	Iteration 14Q: 3 clusters Score -3963407 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3963781.000000 Penalty: 3358.106934
	Iteration 15Q: 3 clusters Score -3963781 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3964075.000000 Penalty: 3358.106934
	Iteration 16Q: 3 clusters Score -3964075 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3964291.500000 Penalty: 3358.106934
	Iteration 17Q: 3 clusters Score -3964292 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3964442.500000 Penalty: 3358.106934
	Iteration 18Q: 3 clusters Score -3964442 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3964556.000000 Penalty: 3358.106934
	Iteration 19Q: 3 clusters Score -3964556 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3964631.250000 Penalty: 3358.106934
	Iteration 20F: 3 clusters Score -3964631 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3964685.000000 Penalty: 3358.106934
	Iteration 21Q: 3 clusters Score -3964685 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3964747.000000 Penalty: 3358.106934
	Iteration 22Q: 3 clusters Score -3964747 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3964799.000000 Penalty: 3358.106934
	Iteration 23Q: 3 clusters Score -3964799 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3964829.500000 Penalty: 3358.106934
	Iteration 24Q: 3 clusters Score -3964830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3964850.500000 Penalty: 3358.106934
	Iteration 25Q: 3 clusters Score -3964850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3964871.750000 Penalty: 3358.106934
	Iteration 26Q: 3 clusters Score -3964872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3964883.000000 Penalty: 3358.106934
	Iteration 27Q: 3 clusters Score -3964883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3964895.750000 Penalty: 3358.106934
	Iteration 28Q: 3 clusters Score -3964896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3964907.000000 Penalty: 3358.106934
	Iteration 29Q: 3 clusters Score -3964907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3964914.500000 Penalty: 3358.106934
	Iteration 30Q: 3 clusters Score -3964914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3964926.750000 Penalty: 3358.106934
	Iteration 31Q: 3 clusters Score -3964927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3964937.750000 Penalty: 3358.106934
	Iteration 32Q: 3 clusters Score -3964938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3964944.750000 Penalty: 3358.106934
	Iteration 33Q: 3 clusters Score -3964945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3964953.000000 Penalty: 3358.106934
	Iteration 34Q: 3 clusters Score -3964953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3964958.750000 Penalty: 3358.106934
	Iteration 35Q: 3 clusters Score -3964959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3964962.000000 Penalty: 3358.106934
	Iteration 36Q: 3 clusters Score -3964962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3964966.000000 Penalty: 3358.106934
	Iteration 37Q: 3 clusters Score -3964966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3964965.500000 Penalty: 3358.106934
	Iteration 38Q: 3 clusters Score -3964966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3964963.250000 Penalty: 3358.106934
	Iteration 39Q: 3 clusters Score -3964963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3964965.500000 Penalty: 3358.106934
	Iteration 40F: 3 clusters Score -3964966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3964963.000000 Penalty: 3358.106934
	Iteration 41Q: 3 clusters Score -3964963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3964965.750000 Penalty: 3358.106934
	Iteration 42Q: 3 clusters Score -3964966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3964966.750000 Penalty: 3358.106934
	Iteration 43Q: 3 clusters Score -3964967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3964967.000000 Penalty: 3358.106934
	Iteration 44Q: 3 clusters Score -3964967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3964973.750000 Penalty: 3358.106934
	Iteration 45Q: 3 clusters Score -3964974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3964970.750000 Penalty: 3358.106934
	Iteration 46Q: 3 clusters Score -3964971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3964972.750000 Penalty: 3358.106934
	Iteration 47Q: 3 clusters Score -3964973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3964972.750000 Penalty: 3358.106934
	Iteration 48F: 3 clusters Score -3964973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -27211.070312 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -27211.07 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 120 members 
Entering Unmasked Estep 
Score: -26443.595703 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -26443.6 nChanged 56
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: -26537.654297 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -26537.65 nChanged 12
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: -26633.697266 Penalty: 1805.969116
	Iteration 2Q: 3 clusters Score -26633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26648.128906 Penalty: 1805.969116
	Iteration 3Q: 3 clusters Score -26648.13 nChanged 5
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: -26661.025391 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -26661.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26666.570312 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -26666.57 nChanged 8
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: -26677.644531 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -26677.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26685.511719 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -26685.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26697.414062 Penalty: 1805.969116
	Iteration 8Q: 3 clusters Score -26697.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26701.677734 Penalty: 1805.969116
	Iteration 9Q: 3 clusters Score -26701.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -26703.544922 Penalty: 1805.969116
	Iteration 10Q: 3 clusters Score -26703.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -26704.173828 Penalty: 1805.969116
	Iteration 11Q: 3 clusters Score -26704.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -26704.173828 Penalty: 1805.969116
	Iteration 12F: 3 clusters Score -26704.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Entering Unmasked Estep 
Score: -10451105.000000 Penalty: 1836.860718
	Iteration 0F: 2 clusters Score -1.04511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -10398540.000000 Penalty: 3673.721436
	Iteration 0F: 3 clusters Score -1.039854e+07 nChanged 38450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -10420457.000000 Penalty: 3673.721436
	Iteration 1F: 3 clusters Score -1.042046e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -10420940.000000 Penalty: 3673.721436
	Iteration 2Q: 3 clusters Score -1.042094e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -10421557.000000 Penalty: 3673.721436
	Iteration 3Q: 3 clusters Score -1.042156e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -10422233.000000 Penalty: 3673.721436
	Iteration 4Q: 3 clusters Score -1.042223e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -10423062.000000 Penalty: 3673.721436
	Iteration 5Q: 3 clusters Score -1.042306e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -10424412.000000 Penalty: 3673.721436
	Iteration 6Q: 3 clusters Score -1.042441e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -10426457.000000 Penalty: 3673.721436
	Iteration 7Q: 3 clusters Score -1.042646e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -10429496.000000 Penalty: 3673.721436
	Iteration 8F: 3 clusters Score -1.04295e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -10433279.000000 Penalty: 3673.721436
	Iteration 9F: 3 clusters Score -1.043328e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -10437160.000000 Penalty: 3673.721436
	Iteration 10F: 3 clusters Score -1.043716e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -10440635.000000 Penalty: 3673.721436
	Iteration 11F: 3 clusters Score -1.044064e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -10443094.000000 Penalty: 3673.721436
	Iteration 12Q: 3 clusters Score -1.044309e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -10444757.000000 Penalty: 3673.721436
	Iteration 13Q: 3 clusters Score -1.044476e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -10445926.000000 Penalty: 3673.721436
	Iteration 14Q: 3 clusters Score -1.044593e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -10446838.000000 Penalty: 3673.721436
	Iteration 15Q: 3 clusters Score -1.044684e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -10447585.000000 Penalty: 3673.721436
	Iteration 16Q: 3 clusters Score -1.044758e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -10448192.000000 Penalty: 3673.721436
	Iteration 17Q: 3 clusters Score -1.044819e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -10448622.000000 Penalty: 3673.721436
	Iteration 18Q: 3 clusters Score -1.044862e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -10448887.000000 Penalty: 3673.721436
	Iteration 19Q: 3 clusters Score -1.044889e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -10449069.000000 Penalty: 3673.721436
	Iteration 20F: 3 clusters Score -1.044907e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -10449223.000000 Penalty: 3673.721436
	Iteration 21Q: 3 clusters Score -1.044922e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -10449372.000000 Penalty: 3673.721436
	Iteration 22Q: 3 clusters Score -1.044937e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -10449491.000000 Penalty: 3673.721436
	Iteration 23Q: 3 clusters Score -1.044949e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -10449546.000000 Penalty: 3673.721436
	Iteration 24Q: 3 clusters Score -1.044955e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -10449615.000000 Penalty: 3673.721436
	Iteration 25Q: 3 clusters Score -1.044962e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -10449653.000000 Penalty: 3673.721436
	Iteration 26Q: 3 clusters Score -1.044965e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -10449668.000000 Penalty: 3673.721436
	Iteration 27Q: 3 clusters Score -1.044967e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -10449658.000000 Penalty: 3673.721436
	Iteration 28Q: 3 clusters Score -1.044966e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -10449679.000000 Penalty: 3673.721436
	Iteration 29Q: 3 clusters Score -1.044968e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -10449705.000000 Penalty: 3673.721436
	Iteration 30Q: 3 clusters Score -1.04497e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -10449710.000000 Penalty: 3673.721436
	Iteration 31Q: 3 clusters Score -1.044971e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -10449733.000000 Penalty: 3673.721436
	Iteration 32Q: 3 clusters Score -1.044973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -10449729.000000 Penalty: 3673.721436
	Iteration 33Q: 3 clusters Score -1.044973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -10449726.000000 Penalty: 3673.721436
	Iteration 34Q: 3 clusters Score -1.044973e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -10449731.000000 Penalty: 3673.721436
	Iteration 35Q: 3 clusters Score -1.044973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -10449743.000000 Penalty: 3673.721436
	Iteration 36Q: 3 clusters Score -1.044974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -10449738.000000 Penalty: 3673.721436
	Iteration 37Q: 3 clusters Score -1.044974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -10449722.000000 Penalty: 3673.721436
	Iteration 38Q: 3 clusters Score -1.044972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -10449722.000000 Penalty: 3673.721436
	Iteration 39Q: 3 clusters Score -1.044972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -10449713.000000 Penalty: 3673.721436
	Iteration 40F: 3 clusters Score -1.044971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -10449724.000000 Penalty: 3673.721436
	Iteration 41Q: 3 clusters Score -1.044972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -10449722.000000 Penalty: 3673.721436
	Iteration 42Q: 3 clusters Score -1.044972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -10449726.000000 Penalty: 3673.721436
	Iteration 43Q: 3 clusters Score -1.044973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -10449726.000000 Penalty: 3673.721436
	Iteration 44Q: 3 clusters Score -1.044973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -10449723.000000 Penalty: 3673.721436
	Iteration 45Q: 3 clusters Score -1.044972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -10449725.000000 Penalty: 3673.721436
	Iteration 46Q: 3 clusters Score -1.044972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -10449730.000000 Penalty: 3673.721436
	Iteration 47Q: 3 clusters Score -1.044973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -10449725.000000 Penalty: 3673.721436
	Iteration 48Q: 3 clusters Score -1.044972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 80677 members 
Entering Unmasked Estep 
Score: -10449723.000000 Penalty: 3673.721436
	Iteration 49Q: 3 clusters Score -1.044972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -10449724.000000 Penalty: 3673.721436
	Iteration 50Q: 3 clusters Score -1.044972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -10449724.000000 Penalty: 3673.721436
	Iteration 51Q: 3 clusters Score -1.044972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -10449719.000000 Penalty: 3673.721436
	Iteration 52Q: 3 clusters Score -1.044972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 80686 members 
Entering Unmasked Estep 
Score: -10449727.000000 Penalty: 3673.721436
	Iteration 53Q: 3 clusters Score -1.044973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -10449730.000000 Penalty: 3673.721436
	Iteration 54Q: 3 clusters Score -1.044973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -10449741.000000 Penalty: 3673.721436
	Iteration 55Q: 3 clusters Score -1.044974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -10449738.000000 Penalty: 3673.721436
	Iteration 56Q: 3 clusters Score -1.044974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -10449740.000000 Penalty: 3673.721436
	Iteration 57Q: 3 clusters Score -1.044974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -10449736.000000 Penalty: 3673.721436
	Iteration 58Q: 3 clusters Score -1.044974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -10449735.000000 Penalty: 3673.721436
	Iteration 59Q: 3 clusters Score -1.044974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -10449733.000000 Penalty: 3673.721436
	Iteration 60F: 3 clusters Score -1.044973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 80726 members 
Entering Unmasked Estep 
Score: -10449750.000000 Penalty: 3673.721436
	Iteration 61Q: 3 clusters Score -1.044975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -10449748.000000 Penalty: 3673.721436
	Iteration 62Q: 3 clusters Score -1.044975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 80734 members 
Entering Unmasked Estep 
Score: -10449742.000000 Penalty: 3673.721436
	Iteration 63Q: 3 clusters Score -1.044974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 80734 members 
Entering Unmasked Estep 
Score: -10449742.000000 Penalty: 3673.721436
	Iteration 64F: 3 clusters Score -1.044974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (96209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Entering Unmasked Estep 
Score: -12334930.000000 Penalty: 1864.570190
	Iteration 0F: 2 clusters Score -1.233493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -12272564.000000 Penalty: 3729.140381
	Iteration 0F: 3 clusters Score -1.227256e+07 nChanged 45929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -12299235.000000 Penalty: 3729.140381
	Iteration 1F: 3 clusters Score -1.229924e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -12300088.000000 Penalty: 3729.140381
	Iteration 2Q: 3 clusters Score -1.230009e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -12301183.000000 Penalty: 3729.140381
	Iteration 3Q: 3 clusters Score -1.230118e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -12302891.000000 Penalty: 3729.140381
	Iteration 4Q: 3 clusters Score -1.230289e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -12305426.000000 Penalty: 3729.140381
	Iteration 5F: 3 clusters Score -1.230543e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -12309238.000000 Penalty: 3729.140381
	Iteration 6F: 3 clusters Score -1.230924e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -12314478.000000 Penalty: 3729.140381
	Iteration 7F: 3 clusters Score -1.231448e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -12320341.000000 Penalty: 3729.140381
	Iteration 8F: 3 clusters Score -1.232034e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -12324880.000000 Penalty: 3729.140381
	Iteration 9Q: 3 clusters Score -1.232488e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -12327367.000000 Penalty: 3729.140381
	Iteration 10Q: 3 clusters Score -1.232737e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -12328742.000000 Penalty: 3729.140381
	Iteration 11Q: 3 clusters Score -1.232874e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -12329692.000000 Penalty: 3729.140381
	Iteration 12Q: 3 clusters Score -1.232969e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -12330453.000000 Penalty: 3729.140381
	Iteration 13Q: 3 clusters Score -1.233045e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -12331063.000000 Penalty: 3729.140381
	Iteration 14Q: 3 clusters Score -1.233106e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -12331478.000000 Penalty: 3729.140381
	Iteration 15Q: 3 clusters Score -1.233148e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -12331829.000000 Penalty: 3729.140381
	Iteration 16Q: 3 clusters Score -1.233183e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 92285 members 
Entering Unmasked Estep 
Score: -12332153.000000 Penalty: 3729.140381
	Iteration 17Q: 3 clusters Score -1.233215e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -12332383.000000 Penalty: 3729.140381
	Iteration 18Q: 3 clusters Score -1.233238e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -12332581.000000 Penalty: 3729.140381
	Iteration 19Q: 3 clusters Score -1.233258e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 93541 members 
Entering Unmasked Estep 
Score: -12332706.000000 Penalty: 3729.140381
	Iteration 20F: 3 clusters Score -1.233271e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -12332796.000000 Penalty: 3729.140381
	Iteration 21Q: 3 clusters Score -1.23328e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 94035 members 
Entering Unmasked Estep 
Score: -12332885.000000 Penalty: 3729.140381
	Iteration 22Q: 3 clusters Score -1.233288e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -12332947.000000 Penalty: 3729.140381
	Iteration 23Q: 3 clusters Score -1.233295e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -12333010.000000 Penalty: 3729.140381
	Iteration 24Q: 3 clusters Score -1.233301e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -12333073.000000 Penalty: 3729.140381
	Iteration 25Q: 3 clusters Score -1.233307e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -12333113.000000 Penalty: 3729.140381
	Iteration 26Q: 3 clusters Score -1.233311e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -12333133.000000 Penalty: 3729.140381
	Iteration 27Q: 3 clusters Score -1.233313e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
Score: -12333178.000000 Penalty: 3729.140381
	Iteration 28Q: 3 clusters Score -1.233318e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -12333202.000000 Penalty: 3729.140381
	Iteration 29Q: 3 clusters Score -1.23332e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -12333209.000000 Penalty: 3729.140381
	Iteration 30Q: 3 clusters Score -1.233321e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -12333217.000000 Penalty: 3729.140381
	Iteration 31Q: 3 clusters Score -1.233322e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -12333233.000000 Penalty: 3729.140381
	Iteration 32Q: 3 clusters Score -1.233323e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -12333225.000000 Penalty: 3729.140381
	Iteration 33Q: 3 clusters Score -1.233322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -12333262.000000 Penalty: 3729.140381
	Iteration 34Q: 3 clusters Score -1.233326e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 95049 members 
Entering Unmasked Estep 
Score: -12333279.000000 Penalty: 3729.140381
	Iteration 35Q: 3 clusters Score -1.233328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -12333292.000000 Penalty: 3729.140381
	Iteration 36Q: 3 clusters Score -1.233329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -12333291.000000 Penalty: 3729.140381
	Iteration 37Q: 3 clusters Score -1.233329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -12333303.000000 Penalty: 3729.140381
	Iteration 38Q: 3 clusters Score -1.23333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -12333292.000000 Penalty: 3729.140381
	Iteration 39Q: 3 clusters Score -1.233329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -12333295.000000 Penalty: 3729.140381
	Iteration 40F: 3 clusters Score -1.23333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -12333301.000000 Penalty: 3729.140381
	Iteration 41Q: 3 clusters Score -1.23333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -12333303.000000 Penalty: 3729.140381
	Iteration 42Q: 3 clusters Score -1.23333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -12333300.000000 Penalty: 3729.140381
	Iteration 43Q: 3 clusters Score -1.23333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -12333314.000000 Penalty: 3729.140381
	Iteration 44Q: 3 clusters Score -1.233331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 95168 members 
Entering Unmasked Estep 
Score: -12333311.000000 Penalty: 3729.140381
	Iteration 45Q: 3 clusters Score -1.233331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -12333318.000000 Penalty: 3729.140381
	Iteration 46Q: 3 clusters Score -1.233332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -12333321.000000 Penalty: 3729.140381
	Iteration 47Q: 3 clusters Score -1.233332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -12333337.000000 Penalty: 3729.140381
	Iteration 48Q: 3 clusters Score -1.233334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -12333340.000000 Penalty: 3729.140381
	Iteration 49Q: 3 clusters Score -1.233334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -12333352.000000 Penalty: 3729.140381
	Iteration 50Q: 3 clusters Score -1.233335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 95224 members 
Entering Unmasked Estep 
Score: -12333349.000000 Penalty: 3729.140381
	Iteration 51Q: 3 clusters Score -1.233335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -12333360.000000 Penalty: 3729.140381
	Iteration 52Q: 3 clusters Score -1.233336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -12333354.000000 Penalty: 3729.140381
	Iteration 53Q: 3 clusters Score -1.233335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 95245 members 
Entering Unmasked Estep 
Score: -12333359.000000 Penalty: 3729.140381
	Iteration 54Q: 3 clusters Score -1.233336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -12333360.000000 Penalty: 3729.140381
	Iteration 55Q: 3 clusters Score -1.233336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -12333365.000000 Penalty: 3729.140381
	Iteration 56Q: 3 clusters Score -1.233336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -12333381.000000 Penalty: 3729.140381
	Iteration 57Q: 3 clusters Score -1.233338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -12333373.000000 Penalty: 3729.140381
	Iteration 58Q: 3 clusters Score -1.233337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -12333375.000000 Penalty: 3729.140381
	Iteration 59Q: 3 clusters Score -1.233338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -12333381.000000 Penalty: 3729.140381
	Iteration 60F: 3 clusters Score -1.233338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 95307 members 
Entering Unmasked Estep 
Score: -12333384.000000 Penalty: 3729.140381
	Iteration 61Q: 3 clusters Score -1.233338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -12333383.000000 Penalty: 3729.140381
	Iteration 62Q: 3 clusters Score -1.233338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 95318 members 
Entering Unmasked Estep 
Score: -12333396.000000 Penalty: 3729.140381
	Iteration 63Q: 3 clusters Score -1.23334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -12333395.000000 Penalty: 3729.140381
	Iteration 64Q: 3 clusters Score -1.23334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -12333401.000000 Penalty: 3729.140381
	Iteration 65Q: 3 clusters Score -1.23334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -12333395.000000 Penalty: 3729.140381
	Iteration 66Q: 3 clusters Score -1.23334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -12333394.000000 Penalty: 3729.140381
	Iteration 67Q: 3 clusters Score -1.233339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -12333395.000000 Penalty: 3729.140381
	Iteration 68Q: 3 clusters Score -1.23334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -12333397.000000 Penalty: 3729.140381
	Iteration 69Q: 3 clusters Score -1.23334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -12333397.000000 Penalty: 3729.140381
	Iteration 70F: 3 clusters Score -1.23334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Entering Unmasked Estep 
Score: -10773339.000000 Penalty: 1842.175293
	Iteration 0F: 2 clusters Score -1.077334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -10717882.000000 Penalty: 3684.350586
	Iteration 0F: 3 clusters Score -1.071788e+07 nChanged 39974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -10741215.000000 Penalty: 3684.350586
	Iteration 1F: 3 clusters Score -1.074122e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -10742317.000000 Penalty: 3684.350586
	Iteration 2Q: 3 clusters Score -1.074232e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -10744057.000000 Penalty: 3684.350586
	Iteration 3Q: 3 clusters Score -1.074406e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -10746873.000000 Penalty: 3684.350586
	Iteration 4F: 3 clusters Score -1.074687e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -10751698.000000 Penalty: 3684.350586
	Iteration 5F: 3 clusters Score -1.07517e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -10758375.000000 Penalty: 3684.350586
	Iteration 6F: 3 clusters Score -1.075838e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -10764903.000000 Penalty: 3684.350586
	Iteration 7F: 3 clusters Score -1.07649e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -10769090.000000 Penalty: 3684.350586
	Iteration 8F: 3 clusters Score -1.076909e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10770797.000000 Penalty: 3684.350586
	Iteration 9Q: 3 clusters Score -1.07708e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83369 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10771351.000000 Penalty: 3684.350586
	Iteration 10Q: 3 clusters Score -1.077135e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10771528.000000 Penalty: 3684.350586
	Iteration 11Q: 3 clusters Score -1.077153e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10771629.000000 Penalty: 3684.350586
	Iteration 12Q: 3 clusters Score -1.077163e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10771679.000000 Penalty: 3684.350586
	Iteration 13Q: 3 clusters Score -1.077168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10771710.000000 Penalty: 3684.350586
	Iteration 14Q: 3 clusters Score -1.077171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10771724.000000 Penalty: 3684.350586
	Iteration 15Q: 3 clusters Score -1.077172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10771730.000000 Penalty: 3684.350586
	Iteration 16Q: 3 clusters Score -1.077173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10771727.000000 Penalty: 3684.350586
	Iteration 17Q: 3 clusters Score -1.077173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10771727.000000 Penalty: 3684.350586
	Iteration 18F: 3 clusters Score -1.077173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97842 members 
Entering Unmasked Estep 
Score: -12574147.000000 Penalty: 1867.305176
	Iteration 0F: 2 clusters Score -1.257415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -12512093.000000 Penalty: 3734.610352
	Iteration 0F: 3 clusters Score -1.251209e+07 nChanged 47086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -12539229.000000 Penalty: 3734.610352
	Iteration 1F: 3 clusters Score -1.253923e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -12540090.000000 Penalty: 3734.610352
	Iteration 2Q: 3 clusters Score -1.254009e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -12541109.000000 Penalty: 3734.610352
	Iteration 3Q: 3 clusters Score -1.254111e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -12542646.000000 Penalty: 3734.610352
	Iteration 4Q: 3 clusters Score -1.254265e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -12544861.000000 Penalty: 3734.610352
	Iteration 5Q: 3 clusters Score -1.254486e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -12548055.000000 Penalty: 3734.610352
	Iteration 6F: 3 clusters Score -1.254806e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -12552504.000000 Penalty: 3734.610352
	Iteration 7F: 3 clusters Score -1.25525e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -12557747.000000 Penalty: 3734.610352
	Iteration 8F: 3 clusters Score -1.255775e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -12562822.000000 Penalty: 3734.610352
	Iteration 9F: 3 clusters Score -1.256282e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -12567019.000000 Penalty: 3734.610352
	Iteration 10F: 3 clusters Score -1.256702e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -12569611.000000 Penalty: 3734.610352
	Iteration 11Q: 3 clusters Score -1.256961e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95101 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -12570931.000000 Penalty: 3734.610352
	Iteration 12Q: 3 clusters Score -1.257093e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -12571661.000000 Penalty: 3734.610352
	Iteration 13Q: 3 clusters Score -1.257166e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12572053.000000 Penalty: 3734.610352
	Iteration 14Q: 3 clusters Score -1.257205e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97104 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12572286.000000 Penalty: 3734.610352
	Iteration 15Q: 3 clusters Score -1.257229e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12572361.000000 Penalty: 3734.610352
	Iteration 16Q: 3 clusters Score -1.257236e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12572407.000000 Penalty: 3734.610352
	Iteration 17Q: 3 clusters Score -1.257241e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12572420.000000 Penalty: 3734.610352
	Iteration 18Q: 3 clusters Score -1.257242e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97392 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12572446.000000 Penalty: 3734.610352
	Iteration 19Q: 3 clusters Score -1.257245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12572471.000000 Penalty: 3734.610352
	Iteration 20F: 3 clusters Score -1.257247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12572501.000000 Penalty: 3734.610352
	Iteration 21Q: 3 clusters Score -1.25725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12572525.000000 Penalty: 3734.610352
	Iteration 22Q: 3 clusters Score -1.257252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97460 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12572533.000000 Penalty: 3734.610352
	Iteration 23Q: 3 clusters Score -1.257253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97470 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12572546.000000 Penalty: 3734.610352
	Iteration 24Q: 3 clusters Score -1.257255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12572560.000000 Penalty: 3734.610352
	Iteration 25Q: 3 clusters Score -1.257256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97485 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12572562.000000 Penalty: 3734.610352
	Iteration 26Q: 3 clusters Score -1.257256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12572573.000000 Penalty: 3734.610352
	Iteration 27Q: 3 clusters Score -1.257257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12572576.000000 Penalty: 3734.610352
	Iteration 28Q: 3 clusters Score -1.257258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12572580.000000 Penalty: 3734.610352
	Iteration 29Q: 3 clusters Score -1.257258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -12572598.000000 Penalty: 3734.610352
	Iteration 30Q: 3 clusters Score -1.25726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12572587.000000 Penalty: 3734.610352
	Iteration 31Q: 3 clusters Score -1.257259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12572588.000000 Penalty: 3734.610352
	Iteration 32Q: 3 clusters Score -1.257259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12572585.000000 Penalty: 3734.610352
	Iteration 33Q: 3 clusters Score -1.257258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12572585.000000 Penalty: 3734.610352
	Iteration 34F: 3 clusters Score -1.257258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58399 members 
Mstep: Class 7 contains 45196 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10398 members 
Mstep: Class 11 contains 25230 members 
Mstep: Class 12 contains 11604 members 
Mstep: Class 13 contains 30719 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81126 members 
Mstep: Class 17 contains 96209 members 
Mstep: Class 18 contains 83823 members 
Mstep: Class 19 contains 97842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516856.000000 Penalty: 38670.171875
Iteration 119Q: 19 clusters Score -6.951686e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58377 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10398 members 
Mstep: Class 11 contains 25235 members 
Mstep: Class 12 contains 11605 members 
Mstep: Class 13 contains 30758 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81135 members 
Mstep: Class 17 contains 96203 members 
Mstep: Class 18 contains 83799 members 
Mstep: Class 19 contains 97840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516928.000000 Penalty: 38670.171875
Iteration 120F: 19 clusters Score -6.951693e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58352 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10399 members 
Mstep: Class 11 contains 25245 members 
Mstep: Class 12 contains 11605 members 
Mstep: Class 13 contains 30797 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81135 members 
Mstep: Class 17 contains 96189 members 
Mstep: Class 18 contains 83799 members 
Mstep: Class 19 contains 97831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516944.000000 Penalty: 38670.171875
Iteration 121Q: 19 clusters Score -6.951694e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58329 members 
Mstep: Class 7 contains 45193 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 25256 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 30840 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81135 members 
Mstep: Class 17 contains 96173 members 
Mstep: Class 18 contains 83803 members 
Mstep: Class 19 contains 97812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516920.000000 Penalty: 38670.171875
Iteration 122Q: 19 clusters Score -6.951692e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58291 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 25268 members 
Mstep: Class 12 contains 11609 members 
Mstep: Class 13 contains 30892 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81136 members 
Mstep: Class 17 contains 96155 members 
Mstep: Class 18 contains 83802 members 
Mstep: Class 19 contains 97798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516920.000000 Penalty: 38670.171875
Iteration 123Q: 19 clusters Score -6.951692e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58248 members 
Mstep: Class 7 contains 45196 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 25279 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 30959 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81129 members 
Mstep: Class 17 contains 96140 members 
Mstep: Class 18 contains 83807 members 
Mstep: Class 19 contains 97781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516920.000000 Penalty: 38670.171875
Iteration 124Q: 19 clusters Score -6.951692e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58208 members 
Mstep: Class 7 contains 45197 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31020 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81129 members 
Mstep: Class 17 contains 96123 members 
Mstep: Class 18 contains 83805 members 
Mstep: Class 19 contains 97764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516984.000000 Penalty: 38670.171875
Iteration 125Q: 19 clusters Score -6.951698e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58174 members 
Mstep: Class 7 contains 45201 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 25309 members 
Mstep: Class 12 contains 11610 members 
Mstep: Class 13 contains 31072 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81123 members 
Mstep: Class 17 contains 96112 members 
Mstep: Class 18 contains 83799 members 
Mstep: Class 19 contains 97756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517048.000000 Penalty: 38670.171875
Iteration 126Q: 19 clusters Score -6.951705e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7154 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58122 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 25320 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31122 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81116 members 
Mstep: Class 17 contains 96096 members 
Mstep: Class 18 contains 83793 members 
Mstep: Class 19 contains 97773 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 19 clusters Score -6.951712e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58093 members 
Mstep: Class 7 contains 45212 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10399 members 
Mstep: Class 11 contains 25329 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31173 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81115 members 
Mstep: Class 17 contains 96081 members 
Mstep: Class 18 contains 83784 members 
Mstep: Class 19 contains 97764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 19 clusters Score -6.951711e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58069 members 
Mstep: Class 7 contains 45218 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10398 members 
Mstep: Class 11 contains 25333 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31220 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81122 members 
Mstep: Class 17 contains 96072 members 
Mstep: Class 18 contains 83766 members 
Mstep: Class 19 contains 97752 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 19 clusters Score -6.951714e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58045 members 
Mstep: Class 7 contains 45222 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10399 members 
Mstep: Class 11 contains 25339 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31266 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81130 members 
Mstep: Class 17 contains 96069 members 
Mstep: Class 18 contains 83741 members 
Mstep: Class 19 contains 97740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517144.000000 Penalty: 38670.171875
Iteration 130Q: 19 clusters Score -6.951714e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58024 members 
Mstep: Class 7 contains 45222 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 25344 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31309 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81137 members 
Mstep: Class 17 contains 96064 members 
Mstep: Class 18 contains 83721 members 
Mstep: Class 19 contains 97729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517152.000000 Penalty: 38670.171875
Iteration 131Q: 19 clusters Score -6.951715e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 58008 members 
Mstep: Class 7 contains 45221 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10403 members 
Mstep: Class 11 contains 25352 members 
Mstep: Class 12 contains 11612 members 
Mstep: Class 13 contains 31358 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81146 members 
Mstep: Class 17 contains 96058 members 
Mstep: Class 18 contains 83700 members 
Mstep: Class 19 contains 97705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517192.000000 Penalty: 38670.171875
Iteration 132Q: 19 clusters Score -6.951719e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57993 members 
Mstep: Class 7 contains 45224 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10403 members 
Mstep: Class 11 contains 25368 members 
Mstep: Class 12 contains 11612 members 
Mstep: Class 13 contains 31409 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81152 members 
Mstep: Class 17 contains 96036 members 
Mstep: Class 18 contains 83679 members 
Mstep: Class 19 contains 97690 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 19 clusters Score -6.951717e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57971 members 
Mstep: Class 7 contains 45224 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 11 contains 25376 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31464 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81158 members 
Mstep: Class 17 contains 96025 members 
Mstep: Class 18 contains 83640 members 
Mstep: Class 19 contains 97692 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 19 clusters Score -6.95173e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57956 members 
Mstep: Class 7 contains 45226 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10403 members 
Mstep: Class 11 contains 25383 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 31503 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81168 members 
Mstep: Class 17 contains 96012 members 
Mstep: Class 18 contains 83621 members 
Mstep: Class 19 contains 97679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517152.000000 Penalty: 38670.171875
Iteration 135Q: 19 clusters Score -6.951715e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57940 members 
Mstep: Class 7 contains 45229 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10404 members 
Mstep: Class 11 contains 25393 members 
Mstep: Class 12 contains 11612 members 
Mstep: Class 13 contains 31535 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81176 members 
Mstep: Class 17 contains 96009 members 
Mstep: Class 18 contains 83595 members 
Mstep: Class 19 contains 97670 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 19 clusters Score -6.951722e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57932 members 
Mstep: Class 7 contains 45231 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10404 members 
Mstep: Class 11 contains 25402 members 
Mstep: Class 12 contains 11612 members 
Mstep: Class 13 contains 31560 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81187 members 
Mstep: Class 17 contains 96000 members 
Mstep: Class 18 contains 83572 members 
Mstep: Class 19 contains 97662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517144.000000 Penalty: 38670.171875
Iteration 137Q: 19 clusters Score -6.951714e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57928 members 
Mstep: Class 7 contains 45234 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10405 members 
Mstep: Class 11 contains 25408 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31579 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81189 members 
Mstep: Class 17 contains 96000 members 
Mstep: Class 18 contains 83550 members 
Mstep: Class 19 contains 97659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517152.000000 Penalty: 38670.171875
Iteration 138Q: 19 clusters Score -6.951715e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57925 members 
Mstep: Class 7 contains 45233 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 25412 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31596 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81194 members 
Mstep: Class 17 contains 96002 members 
Mstep: Class 18 contains 83535 members 
Mstep: Class 19 contains 97649 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 19 clusters Score -6.951715e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57921 members 
Mstep: Class 7 contains 45235 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10405 members 
Mstep: Class 11 contains 25414 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31612 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81198 members 
Mstep: Class 17 contains 95999 members 
Mstep: Class 18 contains 83522 members 
Mstep: Class 19 contains 97645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517112.000000 Penalty: 38670.171875
Iteration 140F: 19 clusters Score -6.951711e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57915 members 
Mstep: Class 7 contains 45236 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 25415 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31624 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81199 members 
Mstep: Class 17 contains 95999 members 
Mstep: Class 18 contains 83515 members 
Mstep: Class 19 contains 97641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517112.000000 Penalty: 38670.171875
Iteration 141Q: 19 clusters Score -6.951711e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57909 members 
Mstep: Class 7 contains 45237 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 25417 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31635 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81201 members 
Mstep: Class 17 contains 95998 members 
Mstep: Class 18 contains 83513 members 
Mstep: Class 19 contains 97636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517136.000000 Penalty: 38670.171875
Iteration 142Q: 19 clusters Score -6.951714e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57909 members 
Mstep: Class 7 contains 45238 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 25417 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 31644 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81203 members 
Mstep: Class 17 contains 95992 members 
Mstep: Class 18 contains 83504 members 
Mstep: Class 19 contains 97640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517168.000000 Penalty: 38670.171875
Iteration 143Q: 19 clusters Score -6.951717e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57909 members 
Mstep: Class 7 contains 45237 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10407 members 
Mstep: Class 11 contains 25421 members 
Mstep: Class 12 contains 11612 members 
Mstep: Class 13 contains 31652 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81204 members 
Mstep: Class 17 contains 95981 members 
Mstep: Class 18 contains 83496 members 
Mstep: Class 19 contains 97645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517200.000000 Penalty: 38670.171875
Iteration 144Q: 19 clusters Score -6.95172e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57903 members 
Mstep: Class 7 contains 45236 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10411 members 
Mstep: Class 11 contains 25422 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 31662 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81207 members 
Mstep: Class 17 contains 95982 members 
Mstep: Class 18 contains 83481 members 
Mstep: Class 19 contains 97648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517136.000000 Penalty: 38670.171875
Iteration 145Q: 19 clusters Score -6.951714e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57893 members 
Mstep: Class 7 contains 45237 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10412 members 
Mstep: Class 11 contains 25423 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 31670 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81211 members 
Mstep: Class 17 contains 95980 members 
Mstep: Class 18 contains 83465 members 
Mstep: Class 19 contains 97661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517144.000000 Penalty: 38670.171875
Iteration 146Q: 19 clusters Score -6.951714e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57890 members 
Mstep: Class 7 contains 45237 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25426 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 31673 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81210 members 
Mstep: Class 17 contains 95980 members 
Mstep: Class 18 contains 83453 members 
Mstep: Class 19 contains 97669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517144.000000 Penalty: 38670.171875
Iteration 147Q: 19 clusters Score -6.951714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57888 members 
Mstep: Class 7 contains 45237 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25426 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 31678 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81211 members 
Mstep: Class 17 contains 95982 members 
Mstep: Class 18 contains 83445 members 
Mstep: Class 19 contains 97671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517184.000000 Penalty: 38670.171875
Iteration 148Q: 19 clusters Score -6.951718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57880 members 
Mstep: Class 7 contains 45236 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25427 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 31682 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81213 members 
Mstep: Class 17 contains 95988 members 
Mstep: Class 18 contains 83437 members 
Mstep: Class 19 contains 97675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517168.000000 Penalty: 38670.171875
Iteration 149Q: 19 clusters Score -6.951717e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57879 members 
Mstep: Class 7 contains 45239 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25428 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 31688 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81214 members 
Mstep: Class 17 contains 95980 members 
Mstep: Class 18 contains 83433 members 
Mstep: Class 19 contains 97677 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 150Q: 19 clusters Score -6.951714e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57878 members 
Mstep: Class 7 contains 45240 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 25428 members 
Mstep: Class 12 contains 11615 members 
Mstep: Class 13 contains 31697 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81215 members 
Mstep: Class 17 contains 95968 members 
Mstep: Class 18 contains 83430 members 
Mstep: Class 19 contains 97679 members 
Entering Unmasked Estep 
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Score: -69517144.000000 Penalty: 38670.171875
Iteration 151Q: 19 clusters Score -6.951714e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57878 members 
Mstep: Class 7 contains 45244 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 25431 members 
Mstep: Class 12 contains 11615 members 
Mstep: Class 13 contains 31708 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81210 members 
Mstep: Class 17 contains 95962 members 
Mstep: Class 18 contains 83426 members 
Mstep: Class 19 contains 97677 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 19 clusters Score -6.951715e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57874 members 
Mstep: Class 7 contains 45244 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25434 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 31720 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81211 members 
Mstep: Class 17 contains 95958 members 
Mstep: Class 18 contains 83418 members 
Mstep: Class 19 contains 97677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517184.000000 Penalty: 38670.171875
Iteration 153Q: 19 clusters Score -6.951718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57873 members 
Mstep: Class 7 contains 45244 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25437 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31734 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81211 members 
Mstep: Class 17 contains 95949 members 
Mstep: Class 18 contains 83414 members 
Mstep: Class 19 contains 97673 members 
Entering Unmasked Estep 
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Iteration 154Q: 19 clusters Score -6.951718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57872 members 
Mstep: Class 7 contains 45244 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25436 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31742 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81212 members 
Mstep: Class 17 contains 95942 members 
Mstep: Class 18 contains 83412 members 
Mstep: Class 19 contains 97674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517224.000000 Penalty: 38670.171875
Iteration 155Q: 19 clusters Score -6.951722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57868 members 
Mstep: Class 7 contains 45245 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25440 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31749 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81210 members 
Mstep: Class 17 contains 95937 members 
Mstep: Class 18 contains 83411 members 
Mstep: Class 19 contains 97674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517256.000000 Penalty: 38670.171875
Iteration 156Q: 19 clusters Score -6.951726e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57858 members 
Mstep: Class 7 contains 45247 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25442 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31757 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81213 members 
Mstep: Class 17 contains 95933 members 
Mstep: Class 18 contains 83410 members 
Mstep: Class 19 contains 97674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517224.000000 Penalty: 38670.171875
Iteration 157Q: 19 clusters Score -6.951722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57856 members 
Mstep: Class 7 contains 45248 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25444 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 31761 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81214 members 
Mstep: Class 17 contains 95925 members 
Mstep: Class 18 contains 83411 members 
Mstep: Class 19 contains 97675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517184.000000 Penalty: 38670.171875
Iteration 158Q: 19 clusters Score -6.951718e+07 nChanged 22
Entering ConstructFrom: 
Score: -69517184.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -18221.689453 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -18221.69 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: -17447.988281 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -17447.99 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17703.937500 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -17703.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17789.947266 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -17789.95 nChanged 16
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: -17895.107422 Penalty: 1825.450684
	Iteration 3F: 3 clusters Score -17895.11 nChanged 7
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: -17978.476562 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -17978.48 nChanged 6
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: -17991.203125 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -17991.2 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: -17994.857422 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -17994.86 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: -18005.912109 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -18005.91 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: -18005.912109 Penalty: 1825.450684
	Iteration 8F: 3 clusters Score -18005.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Entering Unmasked Estep 
Score: -863907.562500 Penalty: 1442.029541
	Iteration 0F: 2 clusters Score -863907.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -858559.875000 Penalty: 2884.059082
	Iteration 0F: 3 clusters Score -858559.9 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -860129.125000 Penalty: 2884.059082
	Iteration 1F: 3 clusters Score -860129.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -860326.375000 Penalty: 2884.059082
	Iteration 2F: 3 clusters Score -860326.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -860498.125000 Penalty: 2884.059082
	Iteration 3F: 3 clusters Score -860498.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -860648.562500 Penalty: 2884.059082
	Iteration 4Q: 3 clusters Score -860648.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -860791.750000 Penalty: 2884.059082
	Iteration 5Q: 3 clusters Score -860791.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -860920.437500 Penalty: 2884.059082
	Iteration 6Q: 3 clusters Score -860920.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -861041.875000 Penalty: 2884.059082
	Iteration 7Q: 3 clusters Score -861041.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -861137.062500 Penalty: 2884.059082
	Iteration 8Q: 3 clusters Score -861137.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -861227.937500 Penalty: 2884.059082
	Iteration 9Q: 3 clusters Score -861227.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -861355.000000 Penalty: 2884.059082
	Iteration 10Q: 3 clusters Score -861355 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -861515.062500 Penalty: 2884.059082
	Iteration 11Q: 3 clusters Score -861515.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -861707.125000 Penalty: 2884.059082
	Iteration 12Q: 3 clusters Score -861707.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -861900.875000 Penalty: 2884.059082
	Iteration 13Q: 3 clusters Score -861900.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -862047.125000 Penalty: 2884.059082
	Iteration 14Q: 3 clusters Score -862047.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -862174.125000 Penalty: 2884.059082
	Iteration 15Q: 3 clusters Score -862174.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -862298.687500 Penalty: 2884.059082
	Iteration 16Q: 3 clusters Score -862298.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -862416.312500 Penalty: 2884.059082
	Iteration 17Q: 3 clusters Score -862416.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -862530.375000 Penalty: 2884.059082
	Iteration 18Q: 3 clusters Score -862530.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -862619.625000 Penalty: 2884.059082
	Iteration 19Q: 3 clusters Score -862619.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -862691.062500 Penalty: 2884.059082
	Iteration 20F: 3 clusters Score -862691.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -862744.625000 Penalty: 2884.059082
	Iteration 21Q: 3 clusters Score -862744.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -862783.437500 Penalty: 2884.059082
	Iteration 22Q: 3 clusters Score -862783.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -862807.875000 Penalty: 2884.059082
	Iteration 23Q: 3 clusters Score -862807.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -862832.312500 Penalty: 2884.059082
	Iteration 24Q: 3 clusters Score -862832.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -862847.687500 Penalty: 2884.059082
	Iteration 25Q: 3 clusters Score -862847.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -862859.875000 Penalty: 2884.059082
	Iteration 26Q: 3 clusters Score -862859.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -862870.625000 Penalty: 2884.059082
	Iteration 27Q: 3 clusters Score -862870.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -862878.125000 Penalty: 2884.059082
	Iteration 28Q: 3 clusters Score -862878.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -862887.187500 Penalty: 2884.059082
	Iteration 29Q: 3 clusters Score -862887.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -862895.937500 Penalty: 2884.059082
	Iteration 30Q: 3 clusters Score -862895.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -862905.562500 Penalty: 2884.059082
	Iteration 31Q: 3 clusters Score -862905.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -862910.625000 Penalty: 2884.059082
	Iteration 32Q: 3 clusters Score -862910.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -862916.437500 Penalty: 2884.059082
	Iteration 33Q: 3 clusters Score -862916.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -862922.812500 Penalty: 2884.059082
	Iteration 34Q: 3 clusters Score -862922.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -862931.062500 Penalty: 2884.059082
	Iteration 35Q: 3 clusters Score -862931.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -862941.562500 Penalty: 2884.059082
	Iteration 36Q: 3 clusters Score -862941.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -862951.625000 Penalty: 2884.059082
	Iteration 37Q: 3 clusters Score -862951.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -862964.062500 Penalty: 2884.059082
	Iteration 38Q: 3 clusters Score -862964.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -862970.125000 Penalty: 2884.059082
	Iteration 39Q: 3 clusters Score -862970.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -862980.375000 Penalty: 2884.059082
	Iteration 40F: 3 clusters Score -862980.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -862991.625000 Penalty: 2884.059082
	Iteration 41Q: 3 clusters Score -862991.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -862999.687500 Penalty: 2884.059082
	Iteration 42Q: 3 clusters Score -862999.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -863010.375000 Penalty: 2884.059082
	Iteration 43Q: 3 clusters Score -863010.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -863019.000000 Penalty: 2884.059082
	Iteration 44Q: 3 clusters Score -863019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -863027.125000 Penalty: 2884.059082
	Iteration 45Q: 3 clusters Score -863027.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -863036.500000 Penalty: 2884.059082
	Iteration 46Q: 3 clusters Score -863036.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -863048.125000 Penalty: 2884.059082
	Iteration 47Q: 3 clusters Score -863048.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -863058.500000 Penalty: 2884.059082
	Iteration 48Q: 3 clusters Score -863058.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -863065.375000 Penalty: 2884.059082
	Iteration 49Q: 3 clusters Score -863065.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -863069.062500 Penalty: 2884.059082
	Iteration 50Q: 3 clusters Score -863069.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -863073.312500 Penalty: 2884.059082
	Iteration 51Q: 3 clusters Score -863073.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -863082.812500 Penalty: 2884.059082
	Iteration 52Q: 3 clusters Score -863082.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -863096.687500 Penalty: 2884.059082
	Iteration 53Q: 3 clusters Score -863096.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -863107.250000 Penalty: 2884.059082
	Iteration 54Q: 3 clusters Score -863107.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -863115.437500 Penalty: 2884.059082
	Iteration 55Q: 3 clusters Score -863115.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -863122.875000 Penalty: 2884.059082
	Iteration 56Q: 3 clusters Score -863122.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -863129.437500 Penalty: 2884.059082
	Iteration 57Q: 3 clusters Score -863129.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -863135.875000 Penalty: 2884.059082
	Iteration 58Q: 3 clusters Score -863135.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -863141.937500 Penalty: 2884.059082
	Iteration 59Q: 3 clusters Score -863141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -863141.500000 Penalty: 2884.059082
	Iteration 60F: 3 clusters Score -863141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -863143.062500 Penalty: 2884.059082
	Iteration 61Q: 3 clusters Score -863143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -863143.062500 Penalty: 2884.059082
	Iteration 62F: 3 clusters Score -863143.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -35171.062500 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -35171.06 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 187 members 
Entering Unmasked Estep 
Score: -34292.757812 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -34292.76 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34529.289062 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -34529.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34634.207031 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -34634.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34702.082031 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -34702.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34778.804688 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -34778.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34825.449219 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -34825.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34834.851562 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -34834.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34837.265625 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -34837.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34840.425781 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -34840.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34844.988281 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -34844.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34859.949219 Penalty: 1928.840576
	Iteration 10Q: 3 clusters Score -34859.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34867.890625 Penalty: 1928.840576
	Iteration 11Q: 3 clusters Score -34867.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34869.519531 Penalty: 1928.840576
	Iteration 12F: 3 clusters Score -34869.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34882.753906 Penalty: 1928.840576
	Iteration 13Q: 3 clusters Score -34882.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34893.125000 Penalty: 1928.840576
	Iteration 14Q: 3 clusters Score -34893.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34902.496094 Penalty: 1928.840576
	Iteration 15Q: 3 clusters Score -34902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34902.496094 Penalty: 1928.840576
	Iteration 16F: 3 clusters Score -34902.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Entering Unmasked Estep 
Score: -195568.875000 Penalty: 1198.173340
	Iteration 0F: 2 clusters Score -195568.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -193762.656250 Penalty: 2396.346680
	Iteration 0F: 3 clusters Score -193762.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -194141.671875 Penalty: 2396.346680
	Iteration 1F: 3 clusters Score -194141.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -194273.859375 Penalty: 2396.346680
	Iteration 2F: 3 clusters Score -194273.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -194348.546875 Penalty: 2396.346680
	Iteration 3Q: 3 clusters Score -194348.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194391.562500 Penalty: 2396.346680
	Iteration 4Q: 3 clusters Score -194391.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -194416.984375 Penalty: 2396.346680
	Iteration 5Q: 3 clusters Score -194417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -194443.734375 Penalty: 2396.346680
	Iteration 6Q: 3 clusters Score -194443.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194474.265625 Penalty: 2396.346680
	Iteration 7Q: 3 clusters Score -194474.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -194499.687500 Penalty: 2396.346680
	Iteration 8Q: 3 clusters Score -194499.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194524.468750 Penalty: 2396.346680
	Iteration 9Q: 3 clusters Score -194524.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -194540.359375 Penalty: 2396.346680
	Iteration 10Q: 3 clusters Score -194540.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -194555.531250 Penalty: 2396.346680
	Iteration 11Q: 3 clusters Score -194555.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -194569.187500 Penalty: 2396.346680
	Iteration 12Q: 3 clusters Score -194569.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194580.062500 Penalty: 2396.346680
	Iteration 13Q: 3 clusters Score -194580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -194588.781250 Penalty: 2396.346680
	Iteration 14Q: 3 clusters Score -194588.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -194599.937500 Penalty: 2396.346680
	Iteration 15Q: 3 clusters Score -194599.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -194607.796875 Penalty: 2396.346680
	Iteration 16Q: 3 clusters Score -194607.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -194618.875000 Penalty: 2396.346680
	Iteration 17Q: 3 clusters Score -194618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -194627.890625 Penalty: 2396.346680
	Iteration 18Q: 3 clusters Score -194627.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -194636.859375 Penalty: 2396.346680
	Iteration 19Q: 3 clusters Score -194636.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -194641.468750 Penalty: 2396.346680
	Iteration 20F: 3 clusters Score -194641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -194644.000000 Penalty: 2396.346680
	Iteration 21Q: 3 clusters Score -194644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -194647.015625 Penalty: 2396.346680
	Iteration 22Q: 3 clusters Score -194647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -194649.421875 Penalty: 2396.346680
	Iteration 23Q: 3 clusters Score -194649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -194654.828125 Penalty: 2396.346680
	Iteration 24Q: 3 clusters Score -194654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -194659.609375 Penalty: 2396.346680
	Iteration 25Q: 3 clusters Score -194659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -194664.718750 Penalty: 2396.346680
	Iteration 26Q: 3 clusters Score -194664.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -194669.062500 Penalty: 2396.346680
	Iteration 27Q: 3 clusters Score -194669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -194671.578125 Penalty: 2396.346680
	Iteration 28Q: 3 clusters Score -194671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -194672.328125 Penalty: 2396.346680
	Iteration 29Q: 3 clusters Score -194672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -194673.296875 Penalty: 2396.346680
	Iteration 30Q: 3 clusters Score -194673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -194674.093750 Penalty: 2396.346680
	Iteration 31Q: 3 clusters Score -194674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -194674.093750 Penalty: 2396.346680
	Iteration 32F: 3 clusters Score -194674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -9865.254883 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -9865.255 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 131 members 
Entering Unmasked Estep 
Score: -9223.702148 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -9223.702 nChanged 72
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: -9539.917969 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -9539.918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9699.375977 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -9699.376 nChanged 13
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: -9785.198242 Penalty: 1800.910645
	Iteration 3F: 3 clusters Score -9785.198 nChanged 7
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: -9813.258789 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -9813.259 nChanged 6
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: -9825.774414 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -9825.774 nChanged 3
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: -9830.710938 Penalty: 1800.910645
	Iteration 6Q: 3 clusters Score -9830.711 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: -9830.710938 Penalty: 1800.910645
	Iteration 7F: 3 clusters Score -9830.711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Entering Unmasked Estep 
Score: -7433850.000000 Penalty: 1781.922729
	Iteration 0F: 2 clusters Score -7433850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -7395304.500000 Penalty: 3563.845459
	Iteration 0F: 3 clusters Score -7395304 nChanged 27362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -7410665.500000 Penalty: 3563.845459
	Iteration 1F: 3 clusters Score -7410666 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -7411266.000000 Penalty: 3563.845459
	Iteration 2Q: 3 clusters Score -7411266 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -7411907.000000 Penalty: 3563.845459
	Iteration 3Q: 3 clusters Score -7411907 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -7412757.000000 Penalty: 3563.845459
	Iteration 4Q: 3 clusters Score -7412757 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -7413983.000000 Penalty: 3563.845459
	Iteration 5Q: 3 clusters Score -7413983 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7415762.000000 Penalty: 3563.845459
	Iteration 6F: 3 clusters Score -7415762 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -7418509.000000 Penalty: 3563.845459
	Iteration 7F: 3 clusters Score -7418509 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -7421926.500000 Penalty: 3563.845459
	Iteration 8F: 3 clusters Score -7421926 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -7425183.000000 Penalty: 3563.845459
	Iteration 9F: 3 clusters Score -7425183 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -7427473.000000 Penalty: 3563.845459
	Iteration 10Q: 3 clusters Score -7427473 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -7428956.500000 Penalty: 3563.845459
	Iteration 11Q: 3 clusters Score -7428956 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -7429898.000000 Penalty: 3563.845459
	Iteration 12Q: 3 clusters Score -7429898 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -7430560.500000 Penalty: 3563.845459
	Iteration 13Q: 3 clusters Score -7430560 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -7431123.000000 Penalty: 3563.845459
	Iteration 14Q: 3 clusters Score -7431123 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -7431531.000000 Penalty: 3563.845459
	Iteration 15Q: 3 clusters Score -7431531 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7431855.500000 Penalty: 3563.845459
	Iteration 16Q: 3 clusters Score -7431856 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7432099.500000 Penalty: 3563.845459
	Iteration 17Q: 3 clusters Score -7432100 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7432287.000000 Penalty: 3563.845459
	Iteration 18Q: 3 clusters Score -7432287 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7432420.000000 Penalty: 3563.845459
	Iteration 19Q: 3 clusters Score -7432420 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7432505.500000 Penalty: 3563.845459
	Iteration 20F: 3 clusters Score -7432506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7432541.500000 Penalty: 3563.845459
	Iteration 21Q: 3 clusters Score -7432542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7432591.000000 Penalty: 3563.845459
	Iteration 22Q: 3 clusters Score -7432591 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7432615.000000 Penalty: 3563.845459
	Iteration 23Q: 3 clusters Score -7432615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7432648.500000 Penalty: 3563.845459
	Iteration 24Q: 3 clusters Score -7432648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7432659.000000 Penalty: 3563.845459
	Iteration 25Q: 3 clusters Score -7432659 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7432679.500000 Penalty: 3563.845459
	Iteration 26Q: 3 clusters Score -7432680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7432688.500000 Penalty: 3563.845459
	Iteration 27Q: 3 clusters Score -7432688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7432698.500000 Penalty: 3563.845459
	Iteration 28Q: 3 clusters Score -7432698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7432705.500000 Penalty: 3563.845459
	Iteration 29Q: 3 clusters Score -7432706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7432729.000000 Penalty: 3563.845459
	Iteration 30Q: 3 clusters Score -7432729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7432731.500000 Penalty: 3563.845459
	Iteration 31Q: 3 clusters Score -7432732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7432747.000000 Penalty: 3563.845459
	Iteration 32Q: 3 clusters Score -7432747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7432752.000000 Penalty: 3563.845459
	Iteration 33Q: 3 clusters Score -7432752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7432761.500000 Penalty: 3563.845459
	Iteration 34Q: 3 clusters Score -7432762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7432756.500000 Penalty: 3563.845459
	Iteration 35Q: 3 clusters Score -7432756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7432761.500000 Penalty: 3563.845459
	Iteration 36Q: 3 clusters Score -7432762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7432759.000000 Penalty: 3563.845459
	Iteration 37Q: 3 clusters Score -7432759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7432756.500000 Penalty: 3563.845459
	Iteration 38Q: 3 clusters Score -7432756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7432756.500000 Penalty: 3563.845459
	Iteration 39Q: 3 clusters Score -7432756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7432761.000000 Penalty: 3563.845459
	Iteration 40F: 3 clusters Score -7432761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7432761.500000 Penalty: 3563.845459
	Iteration 41Q: 3 clusters Score -7432762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7432761.500000 Penalty: 3563.845459
	Iteration 42Q: 3 clusters Score -7432762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7432761.500000 Penalty: 3563.845459
	Iteration 43F: 3 clusters Score -7432762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Entering Unmasked Estep 
Score: -5825874.500000 Penalty: 1741.985962
	Iteration 0F: 2 clusters Score -5825874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -5795502.000000 Penalty: 3483.971924
	Iteration 0F: 3 clusters Score -5795502 nChanged 21086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -5807346.500000 Penalty: 3483.971924
	Iteration 1F: 3 clusters Score -5807346 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5807736.500000 Penalty: 3483.971924
	Iteration 2Q: 3 clusters Score -5807736 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5808129.000000 Penalty: 3483.971924
	Iteration 3Q: 3 clusters Score -5808129 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -5808503.000000 Penalty: 3483.971924
	Iteration 4Q: 3 clusters Score -5808503 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -5808917.500000 Penalty: 3483.971924
	Iteration 5Q: 3 clusters Score -5808918 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -5809384.000000 Penalty: 3483.971924
	Iteration 6Q: 3 clusters Score -5809384 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -5809968.000000 Penalty: 3483.971924
	Iteration 7Q: 3 clusters Score -5809968 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -5810759.500000 Penalty: 3483.971924
	Iteration 8Q: 3 clusters Score -5810760 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -5811663.500000 Penalty: 3483.971924
	Iteration 9Q: 3 clusters Score -5811664 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -5812693.500000 Penalty: 3483.971924
	Iteration 10Q: 3 clusters Score -5812694 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -5813883.000000 Penalty: 3483.971924
	Iteration 11Q: 3 clusters Score -5813883 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -5815105.500000 Penalty: 3483.971924
	Iteration 12Q: 3 clusters Score -5815106 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -5816431.500000 Penalty: 3483.971924
	Iteration 13Q: 3 clusters Score -5816432 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -5817860.500000 Penalty: 3483.971924
	Iteration 14F: 3 clusters Score -5817860 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5819280.000000 Penalty: 3483.971924
	Iteration 15F: 3 clusters Score -5819280 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -5820682.000000 Penalty: 3483.971924
	Iteration 16Q: 3 clusters Score -5820682 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -5821841.000000 Penalty: 3483.971924
	Iteration 17Q: 3 clusters Score -5821841 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -5822733.500000 Penalty: 3483.971924
	Iteration 18Q: 3 clusters Score -5822734 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -5823391.500000 Penalty: 3483.971924
	Iteration 19Q: 3 clusters Score -5823392 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5823784.000000 Penalty: 3483.971924
	Iteration 20F: 3 clusters Score -5823784 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -5824018.000000 Penalty: 3483.971924
	Iteration 21Q: 3 clusters Score -5824018 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -5824158.500000 Penalty: 3483.971924
	Iteration 22Q: 3 clusters Score -5824158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -5824240.500000 Penalty: 3483.971924
	Iteration 23Q: 3 clusters Score -5824240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -5824307.500000 Penalty: 3483.971924
	Iteration 24Q: 3 clusters Score -5824308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -5824331.500000 Penalty: 3483.971924
	Iteration 25Q: 3 clusters Score -5824332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -5824358.500000 Penalty: 3483.971924
	Iteration 26Q: 3 clusters Score -5824358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -5824386.000000 Penalty: 3483.971924
	Iteration 27Q: 3 clusters Score -5824386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5824398.500000 Penalty: 3483.971924
	Iteration 28Q: 3 clusters Score -5824398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -5824402.500000 Penalty: 3483.971924
	Iteration 29Q: 3 clusters Score -5824402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -5824402.500000 Penalty: 3483.971924
	Iteration 30Q: 3 clusters Score -5824402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -5824401.000000 Penalty: 3483.971924
	Iteration 31Q: 3 clusters Score -5824401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5824408.000000 Penalty: 3483.971924
	Iteration 32Q: 3 clusters Score -5824408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -5824408.000000 Penalty: 3483.971924
	Iteration 33Q: 3 clusters Score -5824408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5824406.500000 Penalty: 3483.971924
	Iteration 34Q: 3 clusters Score -5824406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5824408.000000 Penalty: 3483.971924
	Iteration 35Q: 3 clusters Score -5824408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5824401.500000 Penalty: 3483.971924
	Iteration 36Q: 3 clusters Score -5824402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5824413.500000 Penalty: 3483.971924
	Iteration 37Q: 3 clusters Score -5824414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -5824404.500000 Penalty: 3483.971924
	Iteration 38Q: 3 clusters Score -5824404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -5824411.500000 Penalty: 3483.971924
	Iteration 39Q: 3 clusters Score -5824412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5824416.000000 Penalty: 3483.971924
	Iteration 40F: 3 clusters Score -5824416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -5824413.500000 Penalty: 3483.971924
	Iteration 41Q: 3 clusters Score -5824414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -5824413.500000 Penalty: 3483.971924
	Iteration 42F: 3 clusters Score -5824414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -92077.937500 Penalty: 1089.268066
	Iteration 0F: 2 clusters Score -92077.94 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 385 members 
Entering Unmasked Estep 
Score: -90821.375000 Penalty: 2178.536133
	Iteration 0F: 3 clusters Score -90821.38 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91085.507812 Penalty: 2178.536133
	Iteration 1F: 3 clusters Score -91085.51 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91169.468750 Penalty: 2178.536133
	Iteration 2F: 3 clusters Score -91169.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91222.664062 Penalty: 2178.536133
	Iteration 3Q: 3 clusters Score -91222.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91272.679688 Penalty: 2178.536133
	Iteration 4Q: 3 clusters Score -91272.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91322.031250 Penalty: 2178.536133
	Iteration 5Q: 3 clusters Score -91322.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91350.914062 Penalty: 2178.536133
	Iteration 6Q: 3 clusters Score -91350.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -91368.781250 Penalty: 2178.536133
	Iteration 7Q: 3 clusters Score -91368.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91382.781250 Penalty: 2178.536133
	Iteration 8Q: 3 clusters Score -91382.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91405.117188 Penalty: 2178.536133
	Iteration 9Q: 3 clusters Score -91405.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91410.304688 Penalty: 2178.536133
	Iteration 10Q: 3 clusters Score -91410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91421.796875 Penalty: 2178.536133
	Iteration 11Q: 3 clusters Score -91421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91431.625000 Penalty: 2178.536133
	Iteration 12Q: 3 clusters Score -91431.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91444.398438 Penalty: 2178.536133
	Iteration 13Q: 3 clusters Score -91444.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91460.054688 Penalty: 2178.536133
	Iteration 14Q: 3 clusters Score -91460.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -91475.539062 Penalty: 2178.536133
	Iteration 15Q: 3 clusters Score -91475.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -91484.718750 Penalty: 2178.536133
	Iteration 16Q: 3 clusters Score -91484.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -91494.976562 Penalty: 2178.536133
	Iteration 17Q: 3 clusters Score -91494.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -91505.257812 Penalty: 2178.536133
	Iteration 18Q: 3 clusters Score -91505.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -91510.929688 Penalty: 2178.536133
	Iteration 19Q: 3 clusters Score -91510.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -91517.054688 Penalty: 2178.536133
	Iteration 20F: 3 clusters Score -91517.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -91522.945312 Penalty: 2178.536133
	Iteration 21Q: 3 clusters Score -91522.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -91523.742188 Penalty: 2178.536133
	Iteration 22Q: 3 clusters Score -91523.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -91527.875000 Penalty: 2178.536133
	Iteration 23Q: 3 clusters Score -91527.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -91529.328125 Penalty: 2178.536133
	Iteration 24Q: 3 clusters Score -91529.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -91530.054688 Penalty: 2178.536133
	Iteration 25Q: 3 clusters Score -91530.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -91530.054688 Penalty: 2178.536133
	Iteration 26F: 3 clusters Score -91530.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23406.919922 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -23406.92 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 138 members 
Entering Unmasked Estep 
Score: -22741.285156 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -22741.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22929.751953 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -22929.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22975.722656 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -22975.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22997.246094 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -22997.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23010.925781 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -23010.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23028.681641 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -23028.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23039.744141 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -23039.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -23049.203125 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -23049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -23051.367188 Penalty: 1793.172119
	Iteration 8Q: 3 clusters Score -23051.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -23070.078125 Penalty: 1793.172119
	Iteration 9Q: 3 clusters Score -23070.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -23083.275391 Penalty: 1793.172119
	Iteration 10Q: 3 clusters Score -23083.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -23084.359375 Penalty: 1793.172119
	Iteration 11Q: 3 clusters Score -23084.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -23085.406250 Penalty: 1793.172119
	Iteration 12F: 3 clusters Score -23085.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -23086.972656 Penalty: 1793.172119
	Iteration 13Q: 3 clusters Score -23086.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -23086.972656 Penalty: 1793.172119
	Iteration 14F: 3 clusters Score -23086.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Entering Unmasked Estep 
Score: -1326144.625000 Penalty: 1503.287842
	Iteration 0F: 2 clusters Score -1326145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1318607.125000 Penalty: 3006.575684
	Iteration 0F: 3 clusters Score -1318607 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1321101.500000 Penalty: 3006.575684
	Iteration 1F: 3 clusters Score -1321102 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1321354.875000 Penalty: 3006.575684
	Iteration 2F: 3 clusters Score -1321355 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1321537.375000 Penalty: 3006.575684
	Iteration 3Q: 3 clusters Score -1321537 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1321673.250000 Penalty: 3006.575684
	Iteration 4Q: 3 clusters Score -1321673 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1321784.375000 Penalty: 3006.575684
	Iteration 5Q: 3 clusters Score -1321784 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1321886.375000 Penalty: 3006.575684
	Iteration 6Q: 3 clusters Score -1321886 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1321982.125000 Penalty: 3006.575684
	Iteration 7Q: 3 clusters Score -1321982 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1322111.250000 Penalty: 3006.575684
	Iteration 8Q: 3 clusters Score -1322111 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1322229.250000 Penalty: 3006.575684
	Iteration 9Q: 3 clusters Score -1322229 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1322348.750000 Penalty: 3006.575684
	Iteration 10Q: 3 clusters Score -1322349 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1322482.625000 Penalty: 3006.575684
	Iteration 11Q: 3 clusters Score -1322483 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1322618.000000 Penalty: 3006.575684
	Iteration 12Q: 3 clusters Score -1322618 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1322744.750000 Penalty: 3006.575684
	Iteration 13Q: 3 clusters Score -1322745 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1322848.750000 Penalty: 3006.575684
	Iteration 14Q: 3 clusters Score -1322849 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1322929.500000 Penalty: 3006.575684
	Iteration 15Q: 3 clusters Score -1322930 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1323004.875000 Penalty: 3006.575684
	Iteration 16Q: 3 clusters Score -1323005 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1323083.375000 Penalty: 3006.575684
	Iteration 17Q: 3 clusters Score -1323083 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1323148.375000 Penalty: 3006.575684
	Iteration 18Q: 3 clusters Score -1323148 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1323215.250000 Penalty: 3006.575684
	Iteration 19Q: 3 clusters Score -1323215 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1323280.125000 Penalty: 3006.575684
	Iteration 20F: 3 clusters Score -1323280 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1323339.750000 Penalty: 3006.575684
	Iteration 21Q: 3 clusters Score -1323340 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1323406.250000 Penalty: 3006.575684
	Iteration 22Q: 3 clusters Score -1323406 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1323490.625000 Penalty: 3006.575684
	Iteration 23Q: 3 clusters Score -1323491 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1323594.625000 Penalty: 3006.575684
	Iteration 24Q: 3 clusters Score -1323595 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1323718.250000 Penalty: 3006.575684
	Iteration 25Q: 3 clusters Score -1323718 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1323845.625000 Penalty: 3006.575684
	Iteration 26Q: 3 clusters Score -1323846 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1323967.500000 Penalty: 3006.575684
	Iteration 27Q: 3 clusters Score -1323968 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1324062.375000 Penalty: 3006.575684
	Iteration 28Q: 3 clusters Score -1324062 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1324148.750000 Penalty: 3006.575684
	Iteration 29Q: 3 clusters Score -1324149 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1324223.125000 Penalty: 3006.575684
	Iteration 30Q: 3 clusters Score -1324223 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1324297.625000 Penalty: 3006.575684
	Iteration 31Q: 3 clusters Score -1324298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1324357.875000 Penalty: 3006.575684
	Iteration 32Q: 3 clusters Score -1324358 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1324415.500000 Penalty: 3006.575684
	Iteration 33Q: 3 clusters Score -1324416 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1324454.500000 Penalty: 3006.575684
	Iteration 34Q: 3 clusters Score -1324454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1324490.375000 Penalty: 3006.575684
	Iteration 35Q: 3 clusters Score -1324490 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1324518.625000 Penalty: 3006.575684
	Iteration 36Q: 3 clusters Score -1324519 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1324540.500000 Penalty: 3006.575684
	Iteration 37Q: 3 clusters Score -1324540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1324559.500000 Penalty: 3006.575684
	Iteration 38Q: 3 clusters Score -1324560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1324575.125000 Penalty: 3006.575684
	Iteration 39Q: 3 clusters Score -1324575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1324589.125000 Penalty: 3006.575684
	Iteration 40F: 3 clusters Score -1324589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1324599.875000 Penalty: 3006.575684
	Iteration 41Q: 3 clusters Score -1324600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1324613.500000 Penalty: 3006.575684
	Iteration 42Q: 3 clusters Score -1324614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1324624.000000 Penalty: 3006.575684
	Iteration 43Q: 3 clusters Score -1324624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1324636.875000 Penalty: 3006.575684
	Iteration 44Q: 3 clusters Score -1324637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1324650.125000 Penalty: 3006.575684
	Iteration 45Q: 3 clusters Score -1324650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1324661.375000 Penalty: 3006.575684
	Iteration 46Q: 3 clusters Score -1324661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1324669.750000 Penalty: 3006.575684
	Iteration 47Q: 3 clusters Score -1324670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1324674.000000 Penalty: 3006.575684
	Iteration 48Q: 3 clusters Score -1324674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1324683.375000 Penalty: 3006.575684
	Iteration 49Q: 3 clusters Score -1324683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1324693.000000 Penalty: 3006.575684
	Iteration 50Q: 3 clusters Score -1324693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1324699.500000 Penalty: 3006.575684
	Iteration 51Q: 3 clusters Score -1324700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1324704.250000 Penalty: 3006.575684
	Iteration 52Q: 3 clusters Score -1324704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1324709.125000 Penalty: 3006.575684
	Iteration 53Q: 3 clusters Score -1324709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1324721.000000 Penalty: 3006.575684
	Iteration 54Q: 3 clusters Score -1324721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1324726.125000 Penalty: 3006.575684
	Iteration 55Q: 3 clusters Score -1324726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1324731.625000 Penalty: 3006.575684
	Iteration 56Q: 3 clusters Score -1324732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1324736.750000 Penalty: 3006.575684
	Iteration 57Q: 3 clusters Score -1324737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1324737.625000 Penalty: 3006.575684
	Iteration 58Q: 3 clusters Score -1324738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1324739.750000 Penalty: 3006.575684
	Iteration 59Q: 3 clusters Score -1324740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1324741.750000 Penalty: 3006.575684
	Iteration 60F: 3 clusters Score -1324742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1324743.375000 Penalty: 3006.575684
	Iteration 61Q: 3 clusters Score -1324743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1324745.250000 Penalty: 3006.575684
	Iteration 62Q: 3 clusters Score -1324745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1324746.625000 Penalty: 3006.575684
	Iteration 63Q: 3 clusters Score -1324747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1324751.875000 Penalty: 3006.575684
	Iteration 64Q: 3 clusters Score -1324752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1324755.875000 Penalty: 3006.575684
	Iteration 65Q: 3 clusters Score -1324756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1324759.125000 Penalty: 3006.575684
	Iteration 66Q: 3 clusters Score -1324759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1324763.250000 Penalty: 3006.575684
	Iteration 67Q: 3 clusters Score -1324763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1324771.125000 Penalty: 3006.575684
	Iteration 68Q: 3 clusters Score -1324771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1324771.125000 Penalty: 3006.575684
	Iteration 69Q: 3 clusters Score -1324771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1324771.375000 Penalty: 3006.575684
	Iteration 70Q: 3 clusters Score -1324771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1324776.500000 Penalty: 3006.575684
	Iteration 71Q: 3 clusters Score -1324776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1324783.625000 Penalty: 3006.575684
	Iteration 72Q: 3 clusters Score -1324784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1324791.125000 Penalty: 3006.575684
	Iteration 73Q: 3 clusters Score -1324791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1324795.625000 Penalty: 3006.575684
	Iteration 74Q: 3 clusters Score -1324796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1324798.375000 Penalty: 3006.575684
	Iteration 75Q: 3 clusters Score -1324798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1324799.625000 Penalty: 3006.575684
	Iteration 76Q: 3 clusters Score -1324800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1324802.875000 Penalty: 3006.575684
	Iteration 77Q: 3 clusters Score -1324803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1324806.750000 Penalty: 3006.575684
	Iteration 78Q: 3 clusters Score -1324807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1324816.125000 Penalty: 3006.575684
	Iteration 79Q: 3 clusters Score -1324816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1324818.750000 Penalty: 3006.575684
	Iteration 80F: 3 clusters Score -1324819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1324824.750000 Penalty: 3006.575684
	Iteration 81Q: 3 clusters Score -1324825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1324824.875000 Penalty: 3006.575684
	Iteration 82Q: 3 clusters Score -1324825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1324830.750000 Penalty: 3006.575684
	Iteration 83Q: 3 clusters Score -1324831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1324831.250000 Penalty: 3006.575684
	Iteration 84Q: 3 clusters Score -1324831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1324838.750000 Penalty: 3006.575684
	Iteration 85Q: 3 clusters Score -1324839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1324844.125000 Penalty: 3006.575684
	Iteration 86Q: 3 clusters Score -1324844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1324855.375000 Penalty: 3006.575684
	Iteration 87Q: 3 clusters Score -1324855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1324858.125000 Penalty: 3006.575684
	Iteration 88Q: 3 clusters Score -1324858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1324865.000000 Penalty: 3006.575684
	Iteration 89Q: 3 clusters Score -1324865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1324874.000000 Penalty: 3006.575684
	Iteration 90Q: 3 clusters Score -1324874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1324882.375000 Penalty: 3006.575684
	Iteration 91Q: 3 clusters Score -1324882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1324888.375000 Penalty: 3006.575684
	Iteration 92Q: 3 clusters Score -1324888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1324895.375000 Penalty: 3006.575684
	Iteration 93Q: 3 clusters Score -1324895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1324903.625000 Penalty: 3006.575684
	Iteration 94Q: 3 clusters Score -1324904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1324908.250000 Penalty: 3006.575684
	Iteration 95Q: 3 clusters Score -1324908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1324918.000000 Penalty: 3006.575684
	Iteration 96Q: 3 clusters Score -1324918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1324922.500000 Penalty: 3006.575684
	Iteration 97Q: 3 clusters Score -1324922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1324926.625000 Penalty: 3006.575684
	Iteration 98Q: 3 clusters Score -1324927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1324931.625000 Penalty: 3006.575684
	Iteration 99Q: 3 clusters Score -1324932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1324936.000000 Penalty: 3006.575684
	Iteration 100F: 3 clusters Score -1324936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1324938.125000 Penalty: 3006.575684
	Iteration 101Q: 3 clusters Score -1324938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1324939.125000 Penalty: 3006.575684
	Iteration 102Q: 3 clusters Score -1324939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1324938.000000 Penalty: 3006.575684
	Iteration 103Q: 3 clusters Score -1324938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1324935.625000 Penalty: 3006.575684
	Iteration 104Q: 3 clusters Score -1324936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1324942.125000 Penalty: 3006.575684
	Iteration 105Q: 3 clusters Score -1324942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1324942.625000 Penalty: 3006.575684
	Iteration 106Q: 3 clusters Score -1324943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1324942.875000 Penalty: 3006.575684
	Iteration 107Q: 3 clusters Score -1324943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1324940.750000 Penalty: 3006.575684
	Iteration 108Q: 3 clusters Score -1324941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1324941.000000 Penalty: 3006.575684
	Iteration 109Q: 3 clusters Score -1324941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1324945.500000 Penalty: 3006.575684
	Iteration 110Q: 3 clusters Score -1324946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1324946.000000 Penalty: 3006.575684
	Iteration 111Q: 3 clusters Score -1324946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1324945.875000 Penalty: 3006.575684
	Iteration 112Q: 3 clusters Score -1324946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1324945.875000 Penalty: 3006.575684
	Iteration 113F: 3 clusters Score -1324946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Entering Unmasked Estep 
Score: -3288844.000000 Penalty: 1648.444580
	Iteration 0F: 2 clusters Score -3288844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3271517.750000 Penalty: 3296.889160
	Iteration 0F: 3 clusters Score -3271518 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3278080.000000 Penalty: 3296.889160
	Iteration 1F: 3 clusters Score -3278080 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3278489.250000 Penalty: 3296.889160
	Iteration 2Q: 3 clusters Score -3278489 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3278937.500000 Penalty: 3296.889160
	Iteration 3Q: 3 clusters Score -3278938 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -3279469.500000 Penalty: 3296.889160
	Iteration 4Q: 3 clusters Score -3279470 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3280145.250000 Penalty: 3296.889160
	Iteration 5F: 3 clusters Score -3280145 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3281117.750000 Penalty: 3296.889160
	Iteration 6F: 3 clusters Score -3281118 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3282345.250000 Penalty: 3296.889160
	Iteration 7F: 3 clusters Score -3282345 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3283791.250000 Penalty: 3296.889160
	Iteration 8F: 3 clusters Score -3283791 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3284929.500000 Penalty: 3296.889160
	Iteration 9F: 3 clusters Score -3284930 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3285538.750000 Penalty: 3296.889160
	Iteration 10Q: 3 clusters Score -3285539 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3285838.750000 Penalty: 3296.889160
	Iteration 11Q: 3 clusters Score -3285839 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3286044.750000 Penalty: 3296.889160
	Iteration 12Q: 3 clusters Score -3286045 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3286214.500000 Penalty: 3296.889160
	Iteration 13Q: 3 clusters Score -3286214 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3286377.750000 Penalty: 3296.889160
	Iteration 14Q: 3 clusters Score -3286378 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3286537.000000 Penalty: 3296.889160
	Iteration 15Q: 3 clusters Score -3286537 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3286669.500000 Penalty: 3296.889160
	Iteration 16Q: 3 clusters Score -3286670 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3286778.000000 Penalty: 3296.889160
	Iteration 17Q: 3 clusters Score -3286778 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3286880.000000 Penalty: 3296.889160
	Iteration 18Q: 3 clusters Score -3286880 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3286962.000000 Penalty: 3296.889160
	Iteration 19Q: 3 clusters Score -3286962 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3287060.250000 Penalty: 3296.889160
	Iteration 20F: 3 clusters Score -3287060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3287146.500000 Penalty: 3296.889160
	Iteration 21Q: 3 clusters Score -3287146 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3287212.750000 Penalty: 3296.889160
	Iteration 22Q: 3 clusters Score -3287213 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3287270.500000 Penalty: 3296.889160
	Iteration 23Q: 3 clusters Score -3287270 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3287323.000000 Penalty: 3296.889160
	Iteration 24Q: 3 clusters Score -3287323 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3287348.750000 Penalty: 3296.889160
	Iteration 25Q: 3 clusters Score -3287349 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3287376.500000 Penalty: 3296.889160
	Iteration 26Q: 3 clusters Score -3287376 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3287399.250000 Penalty: 3296.889160
	Iteration 27Q: 3 clusters Score -3287399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3287418.500000 Penalty: 3296.889160
	Iteration 28Q: 3 clusters Score -3287418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3287431.250000 Penalty: 3296.889160
	Iteration 29Q: 3 clusters Score -3287431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3287442.000000 Penalty: 3296.889160
	Iteration 30Q: 3 clusters Score -3287442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3287448.750000 Penalty: 3296.889160
	Iteration 31Q: 3 clusters Score -3287449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3287454.500000 Penalty: 3296.889160
	Iteration 32Q: 3 clusters Score -3287454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3287462.250000 Penalty: 3296.889160
	Iteration 33Q: 3 clusters Score -3287462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3287469.250000 Penalty: 3296.889160
	Iteration 34Q: 3 clusters Score -3287469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3287474.250000 Penalty: 3296.889160
	Iteration 35Q: 3 clusters Score -3287474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3287479.500000 Penalty: 3296.889160
	Iteration 36Q: 3 clusters Score -3287480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3287480.250000 Penalty: 3296.889160
	Iteration 37Q: 3 clusters Score -3287480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3287486.250000 Penalty: 3296.889160
	Iteration 38Q: 3 clusters Score -3287486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3287485.000000 Penalty: 3296.889160
	Iteration 39Q: 3 clusters Score -3287485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3287493.250000 Penalty: 3296.889160
	Iteration 40F: 3 clusters Score -3287493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3287496.750000 Penalty: 3296.889160
	Iteration 41Q: 3 clusters Score -3287497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3287498.500000 Penalty: 3296.889160
	Iteration 42Q: 3 clusters Score -3287498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3287499.000000 Penalty: 3296.889160
	Iteration 43Q: 3 clusters Score -3287499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3287500.750000 Penalty: 3296.889160
	Iteration 44Q: 3 clusters Score -3287501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3287500.000000 Penalty: 3296.889160
	Iteration 45Q: 3 clusters Score -3287500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3287499.000000 Penalty: 3296.889160
	Iteration 46Q: 3 clusters Score -3287499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3287499.250000 Penalty: 3296.889160
	Iteration 47Q: 3 clusters Score -3287499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3287495.000000 Penalty: 3296.889160
	Iteration 48Q: 3 clusters Score -3287495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3287499.750000 Penalty: 3296.889160
	Iteration 49Q: 3 clusters Score -3287500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3287500.250000 Penalty: 3296.889160
	Iteration 50Q: 3 clusters Score -3287500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3287502.750000 Penalty: 3296.889160
	Iteration 51Q: 3 clusters Score -3287503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3287503.250000 Penalty: 3296.889160
	Iteration 52Q: 3 clusters Score -3287503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3287509.250000 Penalty: 3296.889160
	Iteration 53Q: 3 clusters Score -3287509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3287508.750000 Penalty: 3296.889160
	Iteration 54Q: 3 clusters Score -3287509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3287521.250000 Penalty: 3296.889160
	Iteration 55Q: 3 clusters Score -3287521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3287524.250000 Penalty: 3296.889160
	Iteration 56Q: 3 clusters Score -3287524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3287527.250000 Penalty: 3296.889160
	Iteration 57Q: 3 clusters Score -3287527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3287530.750000 Penalty: 3296.889160
	Iteration 58Q: 3 clusters Score -3287531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3287525.000000 Penalty: 3296.889160
	Iteration 59Q: 3 clusters Score -3287525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3287534.000000 Penalty: 3296.889160
	Iteration 60F: 3 clusters Score -3287534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3287544.500000 Penalty: 3296.889160
	Iteration 61Q: 3 clusters Score -3287544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3287555.750000 Penalty: 3296.889160
	Iteration 62Q: 3 clusters Score -3287556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3287565.000000 Penalty: 3296.889160
	Iteration 63Q: 3 clusters Score -3287565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3287566.250000 Penalty: 3296.889160
	Iteration 64Q: 3 clusters Score -3287566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3287572.250000 Penalty: 3296.889160
	Iteration 65Q: 3 clusters Score -3287572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3287568.500000 Penalty: 3296.889160
	Iteration 66Q: 3 clusters Score -3287568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3287571.500000 Penalty: 3296.889160
	Iteration 67Q: 3 clusters Score -3287572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3287571.250000 Penalty: 3296.889160
	Iteration 68Q: 3 clusters Score -3287571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3287567.750000 Penalty: 3296.889160
	Iteration 69Q: 3 clusters Score -3287568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3287574.750000 Penalty: 3296.889160
	Iteration 70Q: 3 clusters Score -3287575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3287570.500000 Penalty: 3296.889160
	Iteration 71Q: 3 clusters Score -3287570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3287581.750000 Penalty: 3296.889160
	Iteration 72Q: 3 clusters Score -3287582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3287584.000000 Penalty: 3296.889160
	Iteration 73Q: 3 clusters Score -3287584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3287590.500000 Penalty: 3296.889160
	Iteration 74Q: 3 clusters Score -3287590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3287590.500000 Penalty: 3296.889160
	Iteration 75Q: 3 clusters Score -3287590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3287590.750000 Penalty: 3296.889160
	Iteration 76Q: 3 clusters Score -3287591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3287593.750000 Penalty: 3296.889160
	Iteration 77Q: 3 clusters Score -3287594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3287598.250000 Penalty: 3296.889160
	Iteration 78Q: 3 clusters Score -3287598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3287596.250000 Penalty: 3296.889160
	Iteration 79Q: 3 clusters Score -3287596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3287595.750000 Penalty: 3296.889160
	Iteration 80F: 3 clusters Score -3287596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3287600.750000 Penalty: 3296.889160
	Iteration 81Q: 3 clusters Score -3287601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3287602.250000 Penalty: 3296.889160
	Iteration 82Q: 3 clusters Score -3287602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3287604.500000 Penalty: 3296.889160
	Iteration 83Q: 3 clusters Score -3287604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3287610.500000 Penalty: 3296.889160
	Iteration 84Q: 3 clusters Score -3287610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3287611.500000 Penalty: 3296.889160
	Iteration 85Q: 3 clusters Score -3287612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3287611.500000 Penalty: 3296.889160
	Iteration 86F: 3 clusters Score -3287612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Entering Unmasked Estep 
Score: -1461810.125000 Penalty: 1521.064575
	Iteration 0F: 2 clusters Score -1461810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1453597.375000 Penalty: 3042.129150
	Iteration 0F: 3 clusters Score -1453597 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1456218.625000 Penalty: 3042.129150
	Iteration 1F: 3 clusters Score -1456219 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1456504.625000 Penalty: 3042.129150
	Iteration 2F: 3 clusters Score -1456505 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1456811.250000 Penalty: 3042.129150
	Iteration 3F: 3 clusters Score -1456811 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1457181.625000 Penalty: 3042.129150
	Iteration 4F: 3 clusters Score -1457182 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1457704.500000 Penalty: 3042.129150
	Iteration 5F: 3 clusters Score -1457704 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1458373.750000 Penalty: 3042.129150
	Iteration 6F: 3 clusters Score -1458374 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1459093.875000 Penalty: 3042.129150
	Iteration 7F: 3 clusters Score -1459094 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1459661.125000 Penalty: 3042.129150
	Iteration 8F: 3 clusters Score -1459661 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1460041.375000 Penalty: 3042.129150
	Iteration 9Q: 3 clusters Score -1460041 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1460254.375000 Penalty: 3042.129150
	Iteration 10Q: 3 clusters Score -1460254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1460367.750000 Penalty: 3042.129150
	Iteration 11Q: 3 clusters Score -1460368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1460430.500000 Penalty: 3042.129150
	Iteration 12Q: 3 clusters Score -1460430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1460461.250000 Penalty: 3042.129150
	Iteration 13Q: 3 clusters Score -1460461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1460484.875000 Penalty: 3042.129150
	Iteration 14Q: 3 clusters Score -1460485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1460490.000000 Penalty: 3042.129150
	Iteration 15Q: 3 clusters Score -1460490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1460492.875000 Penalty: 3042.129150
	Iteration 16Q: 3 clusters Score -1460493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1460498.000000 Penalty: 3042.129150
	Iteration 17Q: 3 clusters Score -1460498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1460500.625000 Penalty: 3042.129150
	Iteration 18Q: 3 clusters Score -1460501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1460504.625000 Penalty: 3042.129150
	Iteration 19Q: 3 clusters Score -1460505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1460505.875000 Penalty: 3042.129150
	Iteration 20F: 3 clusters Score -1460506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1460505.500000 Penalty: 3042.129150
	Iteration 21Q: 3 clusters Score -1460506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1460508.500000 Penalty: 3042.129150
	Iteration 22Q: 3 clusters Score -1460508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1460508.500000 Penalty: 3042.129150
	Iteration 23F: 3 clusters Score -1460508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Entering Unmasked Estep 
Score: -4100538.750000 Penalty: 1684.499634
	Iteration 0F: 2 clusters Score -4100539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -4079116.750000 Penalty: 3368.999268
	Iteration 0F: 3 clusters Score -4079117 nChanged 14735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4087302.000000 Penalty: 3368.999268
	Iteration 1F: 3 clusters Score -4087302 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4087916.250000 Penalty: 3368.999268
	Iteration 2Q: 3 clusters Score -4087916 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -4088708.500000 Penalty: 3368.999268
	Iteration 3F: 3 clusters Score -4088708 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4089699.250000 Penalty: 3368.999268
	Iteration 4F: 3 clusters Score -4089699 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4091137.750000 Penalty: 3368.999268
	Iteration 5F: 3 clusters Score -4091138 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -4092887.250000 Penalty: 3368.999268
	Iteration 6F: 3 clusters Score -4092887 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4094756.750000 Penalty: 3368.999268
	Iteration 7F: 3 clusters Score -4094757 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4096305.250000 Penalty: 3368.999268
	Iteration 8F: 3 clusters Score -4096305 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4097120.250000 Penalty: 3368.999268
	Iteration 9Q: 3 clusters Score -4097120 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4097539.250000 Penalty: 3368.999268
	Iteration 10Q: 3 clusters Score -4097539 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4097775.750000 Penalty: 3368.999268
	Iteration 11Q: 3 clusters Score -4097776 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4097965.750000 Penalty: 3368.999268
	Iteration 12Q: 3 clusters Score -4097966 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4098129.250000 Penalty: 3368.999268
	Iteration 13Q: 3 clusters Score -4098129 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4098292.250000 Penalty: 3368.999268
	Iteration 14Q: 3 clusters Score -4098292 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4098416.500000 Penalty: 3368.999268
	Iteration 15Q: 3 clusters Score -4098416 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4098515.500000 Penalty: 3368.999268
	Iteration 16Q: 3 clusters Score -4098516 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4098611.250000 Penalty: 3368.999268
	Iteration 17Q: 3 clusters Score -4098611 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4098686.250000 Penalty: 3368.999268
	Iteration 18Q: 3 clusters Score -4098686 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4098754.250000 Penalty: 3368.999268
	Iteration 19Q: 3 clusters Score -4098754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4098823.250000 Penalty: 3368.999268
	Iteration 20F: 3 clusters Score -4098823 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4098888.250000 Penalty: 3368.999268
	Iteration 21Q: 3 clusters Score -4098888 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4098952.500000 Penalty: 3368.999268
	Iteration 22Q: 3 clusters Score -4098952 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4098986.250000 Penalty: 3368.999268
	Iteration 23Q: 3 clusters Score -4098986 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4099017.000000 Penalty: 3368.999268
	Iteration 24Q: 3 clusters Score -4099017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4099055.000000 Penalty: 3368.999268
	Iteration 25Q: 3 clusters Score -4099055 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4099073.000000 Penalty: 3368.999268
	Iteration 26Q: 3 clusters Score -4099073 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4099090.500000 Penalty: 3368.999268
	Iteration 27Q: 3 clusters Score -4099090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4099104.500000 Penalty: 3368.999268
	Iteration 28Q: 3 clusters Score -4099104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4099132.000000 Penalty: 3368.999268
	Iteration 29Q: 3 clusters Score -4099132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4099146.000000 Penalty: 3368.999268
	Iteration 30Q: 3 clusters Score -4099146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4099156.500000 Penalty: 3368.999268
	Iteration 31Q: 3 clusters Score -4099156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4099172.250000 Penalty: 3368.999268
	Iteration 32Q: 3 clusters Score -4099172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4099177.250000 Penalty: 3368.999268
	Iteration 33Q: 3 clusters Score -4099177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4099192.500000 Penalty: 3368.999268
	Iteration 34Q: 3 clusters Score -4099192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4099199.000000 Penalty: 3368.999268
	Iteration 35Q: 3 clusters Score -4099199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4099220.000000 Penalty: 3368.999268
	Iteration 36Q: 3 clusters Score -4099220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4099226.250000 Penalty: 3368.999268
	Iteration 37Q: 3 clusters Score -4099226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4099222.750000 Penalty: 3368.999268
	Iteration 38Q: 3 clusters Score -4099223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4099231.500000 Penalty: 3368.999268
	Iteration 39Q: 3 clusters Score -4099232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4099231.750000 Penalty: 3368.999268
	Iteration 40F: 3 clusters Score -4099232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4099235.750000 Penalty: 3368.999268
	Iteration 41Q: 3 clusters Score -4099236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4099237.500000 Penalty: 3368.999268
	Iteration 42Q: 3 clusters Score -4099238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4099249.250000 Penalty: 3368.999268
	Iteration 43Q: 3 clusters Score -4099249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4099247.750000 Penalty: 3368.999268
	Iteration 44Q: 3 clusters Score -4099248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4099247.500000 Penalty: 3368.999268
	Iteration 45Q: 3 clusters Score -4099248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4099253.000000 Penalty: 3368.999268
	Iteration 46Q: 3 clusters Score -4099253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4099252.000000 Penalty: 3368.999268
	Iteration 47Q: 3 clusters Score -4099252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4099255.500000 Penalty: 3368.999268
	Iteration 48Q: 3 clusters Score -4099256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4099252.000000 Penalty: 3368.999268
	Iteration 49Q: 3 clusters Score -4099252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4099252.000000 Penalty: 3368.999268
	Iteration 50Q: 3 clusters Score -4099252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4099257.750000 Penalty: 3368.999268
	Iteration 51Q: 3 clusters Score -4099258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4099255.000000 Penalty: 3368.999268
	Iteration 52Q: 3 clusters Score -4099255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4099255.000000 Penalty: 3368.999268
	Iteration 53F: 3 clusters Score -4099255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -27211.070312 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -27211.07 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 138 members 
Entering Unmasked Estep 
Score: -26453.531250 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -26453.53 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26596.654297 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -26596.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26637.232422 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -26637.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26662.619141 Penalty: 1805.969116
	Iteration 3Q: 3 clusters Score -26662.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26674.859375 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -26674.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26680.187500 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -26680.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26682.777344 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -26682.78 nChanged 2
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: -26684.314453 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -26684.31 nChanged 1
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: -26685.521484 Penalty: 1805.969116
	Iteration 8Q: 3 clusters Score -26685.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26686.728516 Penalty: 1805.969116
	Iteration 9Q: 3 clusters Score -26686.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26693.712891 Penalty: 1805.969116
	Iteration 10Q: 3 clusters Score -26693.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26698.554688 Penalty: 1805.969116
	Iteration 11Q: 3 clusters Score -26698.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26698.554688 Penalty: 1805.969116
	Iteration 12F: 3 clusters Score -26698.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Entering Unmasked Estep 
Score: -10462739.000000 Penalty: 1837.041016
	Iteration 0F: 2 clusters Score -1.046274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -10409751.000000 Penalty: 3674.082031
	Iteration 0F: 3 clusters Score -1.040975e+07 nChanged 38776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -10432026.000000 Penalty: 3674.082031
	Iteration 1F: 3 clusters Score -1.043203e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -10432749.000000 Penalty: 3674.082031
	Iteration 2Q: 3 clusters Score -1.043275e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -10433544.000000 Penalty: 3674.082031
	Iteration 3Q: 3 clusters Score -1.043354e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -10434299.000000 Penalty: 3674.082031
	Iteration 4Q: 3 clusters Score -1.04343e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -10435335.000000 Penalty: 3674.082031
	Iteration 5Q: 3 clusters Score -1.043534e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -10436474.000000 Penalty: 3674.082031
	Iteration 6Q: 3 clusters Score -1.043647e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -10437744.000000 Penalty: 3674.082031
	Iteration 7Q: 3 clusters Score -1.043774e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -10439518.000000 Penalty: 3674.082031
	Iteration 8Q: 3 clusters Score -1.043952e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -10442170.000000 Penalty: 3674.082031
	Iteration 9F: 3 clusters Score -1.044217e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -10445601.000000 Penalty: 3674.082031
	Iteration 10F: 3 clusters Score -1.04456e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -10448811.000000 Penalty: 3674.082031
	Iteration 11F: 3 clusters Score -1.044881e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -10450548.000000 Penalty: 3674.082031
	Iteration 12Q: 3 clusters Score -1.045055e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -10451255.000000 Penalty: 3674.082031
	Iteration 13Q: 3 clusters Score -1.045126e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -10451575.000000 Penalty: 3674.082031
	Iteration 14Q: 3 clusters Score -1.045158e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -10451884.000000 Penalty: 3674.082031
	Iteration 15Q: 3 clusters Score -1.045188e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -10452135.000000 Penalty: 3674.082031
	Iteration 16Q: 3 clusters Score -1.045214e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -10452394.000000 Penalty: 3674.082031
	Iteration 17Q: 3 clusters Score -1.045239e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -10452616.000000 Penalty: 3674.082031
	Iteration 18Q: 3 clusters Score -1.045262e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -10452908.000000 Penalty: 3674.082031
	Iteration 19Q: 3 clusters Score -1.045291e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -10453176.000000 Penalty: 3674.082031
	Iteration 20F: 3 clusters Score -1.045318e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -10453431.000000 Penalty: 3674.082031
	Iteration 21Q: 3 clusters Score -1.045343e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -10453671.000000 Penalty: 3674.082031
	Iteration 22Q: 3 clusters Score -1.045367e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -10453949.000000 Penalty: 3674.082031
	Iteration 23Q: 3 clusters Score -1.045395e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -10454250.000000 Penalty: 3674.082031
	Iteration 24Q: 3 clusters Score -1.045425e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -10454570.000000 Penalty: 3674.082031
	Iteration 25Q: 3 clusters Score -1.045457e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -10454937.000000 Penalty: 3674.082031
	Iteration 26Q: 3 clusters Score -1.045494e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -10455409.000000 Penalty: 3674.082031
	Iteration 27Q: 3 clusters Score -1.045541e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -10455766.000000 Penalty: 3674.082031
	Iteration 28Q: 3 clusters Score -1.045577e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -10456186.000000 Penalty: 3674.082031
	Iteration 29Q: 3 clusters Score -1.045619e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -10456584.000000 Penalty: 3674.082031
	Iteration 30Q: 3 clusters Score -1.045658e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -10457096.000000 Penalty: 3674.082031
	Iteration 31Q: 3 clusters Score -1.04571e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -10457564.000000 Penalty: 3674.082031
	Iteration 32Q: 3 clusters Score -1.045756e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -10457903.000000 Penalty: 3674.082031
	Iteration 33Q: 3 clusters Score -1.04579e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -10458337.000000 Penalty: 3674.082031
	Iteration 34Q: 3 clusters Score -1.045834e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -10458800.000000 Penalty: 3674.082031
	Iteration 35Q: 3 clusters Score -1.04588e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -10459179.000000 Penalty: 3674.082031
	Iteration 36Q: 3 clusters Score -1.045918e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -10459485.000000 Penalty: 3674.082031
	Iteration 37Q: 3 clusters Score -1.045948e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -10459701.000000 Penalty: 3674.082031
	Iteration 38Q: 3 clusters Score -1.04597e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -10459774.000000 Penalty: 3674.082031
	Iteration 39Q: 3 clusters Score -1.045977e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -10460050.000000 Penalty: 3674.082031
	Iteration 40F: 3 clusters Score -1.046005e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -10460364.000000 Penalty: 3674.082031
	Iteration 41Q: 3 clusters Score -1.046036e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78167 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -10460591.000000 Penalty: 3674.082031
	Iteration 42Q: 3 clusters Score -1.046059e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -10460791.000000 Penalty: 3674.082031
	Iteration 43Q: 3 clusters Score -1.046079e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -10460903.000000 Penalty: 3674.082031
	Iteration 44Q: 3 clusters Score -1.04609e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10460999.000000 Penalty: 3674.082031
	Iteration 45Q: 3 clusters Score -1.0461e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10461129.000000 Penalty: 3674.082031
	Iteration 46Q: 3 clusters Score -1.046113e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10461215.000000 Penalty: 3674.082031
	Iteration 47Q: 3 clusters Score -1.046122e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10461229.000000 Penalty: 3674.082031
	Iteration 48Q: 3 clusters Score -1.046123e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10461260.000000 Penalty: 3674.082031
	Iteration 49Q: 3 clusters Score -1.046126e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10461285.000000 Penalty: 3674.082031
	Iteration 50Q: 3 clusters Score -1.046128e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10461274.000000 Penalty: 3674.082031
	Iteration 51Q: 3 clusters Score -1.046127e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10461299.000000 Penalty: 3674.082031
	Iteration 52Q: 3 clusters Score -1.04613e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10461325.000000 Penalty: 3674.082031
	Iteration 53Q: 3 clusters Score -1.046132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10461327.000000 Penalty: 3674.082031
	Iteration 54Q: 3 clusters Score -1.046133e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80583 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10461340.000000 Penalty: 3674.082031
	Iteration 55Q: 3 clusters Score -1.046134e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10461344.000000 Penalty: 3674.082031
	Iteration 56Q: 3 clusters Score -1.046134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10461354.000000 Penalty: 3674.082031
	Iteration 57Q: 3 clusters Score -1.046135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10461369.000000 Penalty: 3674.082031
	Iteration 58Q: 3 clusters Score -1.046137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10461375.000000 Penalty: 3674.082031
	Iteration 59Q: 3 clusters Score -1.046138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10461376.000000 Penalty: 3674.082031
	Iteration 60F: 3 clusters Score -1.046138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10461372.000000 Penalty: 3674.082031
	Iteration 61Q: 3 clusters Score -1.046137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10461382.000000 Penalty: 3674.082031
	Iteration 62Q: 3 clusters Score -1.046138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10461379.000000 Penalty: 3674.082031
	Iteration 63Q: 3 clusters Score -1.046138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -10461382.000000 Penalty: 3674.082031
	Iteration 64Q: 3 clusters Score -1.046138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10461380.000000 Penalty: 3674.082031
	Iteration 65Q: 3 clusters Score -1.046138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10461390.000000 Penalty: 3674.082031
	Iteration 66Q: 3 clusters Score -1.046139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10461389.000000 Penalty: 3674.082031
	Iteration 67Q: 3 clusters Score -1.046139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10461383.000000 Penalty: 3674.082031
	Iteration 68Q: 3 clusters Score -1.046138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80787 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10461392.000000 Penalty: 3674.082031
	Iteration 69Q: 3 clusters Score -1.046139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10461393.000000 Penalty: 3674.082031
	Iteration 70Q: 3 clusters Score -1.046139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80794 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10461388.000000 Penalty: 3674.082031
	Iteration 71Q: 3 clusters Score -1.046139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10461394.000000 Penalty: 3674.082031
	Iteration 72Q: 3 clusters Score -1.046139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10461394.000000 Penalty: 3674.082031
	Iteration 73Q: 3 clusters Score -1.046139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10461400.000000 Penalty: 3674.082031
	Iteration 74Q: 3 clusters Score -1.04614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10461399.000000 Penalty: 3674.082031
	Iteration 75Q: 3 clusters Score -1.04614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10461399.000000 Penalty: 3674.082031
	Iteration 76Q: 3 clusters Score -1.04614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10461397.000000 Penalty: 3674.082031
	Iteration 77Q: 3 clusters Score -1.04614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80814 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10461398.000000 Penalty: 3674.082031
	Iteration 78Q: 3 clusters Score -1.04614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80814 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10461398.000000 Penalty: 3674.082031
	Iteration 79F: 3 clusters Score -1.04614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (95917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95917 members 
Entering Unmasked Estep 
Score: -12297809.000000 Penalty: 1864.076172
	Iteration 0F: 2 clusters Score -1.229781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -12235503.000000 Penalty: 3728.152344
	Iteration 0F: 3 clusters Score -1.22355e+07 nChanged 45911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -12261925.000000 Penalty: 3728.152344
	Iteration 1F: 3 clusters Score -1.226192e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -12262602.000000 Penalty: 3728.152344
	Iteration 2Q: 3 clusters Score -1.22626e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -12263459.000000 Penalty: 3728.152344
	Iteration 3Q: 3 clusters Score -1.226346e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -12264772.000000 Penalty: 3728.152344
	Iteration 4Q: 3 clusters Score -1.226477e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -12266671.000000 Penalty: 3728.152344
	Iteration 5Q: 3 clusters Score -1.226667e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -12269673.000000 Penalty: 3728.152344
	Iteration 6F: 3 clusters Score -1.226967e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -12273802.000000 Penalty: 3728.152344
	Iteration 7F: 3 clusters Score -1.22738e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -12278209.000000 Penalty: 3728.152344
	Iteration 8F: 3 clusters Score -1.227821e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -12281375.000000 Penalty: 3728.152344
	Iteration 9F: 3 clusters Score -1.228138e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -12282878.000000 Penalty: 3728.152344
	Iteration 10Q: 3 clusters Score -1.228288e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -12283652.000000 Penalty: 3728.152344
	Iteration 11Q: 3 clusters Score -1.228365e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -12284368.000000 Penalty: 3728.152344
	Iteration 12Q: 3 clusters Score -1.228437e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -12285022.000000 Penalty: 3728.152344
	Iteration 13Q: 3 clusters Score -1.228502e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -12285777.000000 Penalty: 3728.152344
	Iteration 14Q: 3 clusters Score -1.228578e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -12286651.000000 Penalty: 3728.152344
	Iteration 15Q: 3 clusters Score -1.228665e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -12287617.000000 Penalty: 3728.152344
	Iteration 16Q: 3 clusters Score -1.228762e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -12288699.000000 Penalty: 3728.152344
	Iteration 17Q: 3 clusters Score -1.22887e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -12289731.000000 Penalty: 3728.152344
	Iteration 18Q: 3 clusters Score -1.228973e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -12290754.000000 Penalty: 3728.152344
	Iteration 19Q: 3 clusters Score -1.229075e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -12291698.000000 Penalty: 3728.152344
	Iteration 20F: 3 clusters Score -1.22917e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -12292584.000000 Penalty: 3728.152344
	Iteration 21Q: 3 clusters Score -1.229258e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -12293312.000000 Penalty: 3728.152344
	Iteration 22Q: 3 clusters Score -1.229331e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 90468 members 
Entering Unmasked Estep 
Score: -12293959.000000 Penalty: 3728.152344
	Iteration 23Q: 3 clusters Score -1.229396e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -12294448.000000 Penalty: 3728.152344
	Iteration 24Q: 3 clusters Score -1.229445e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 92282 members 
Entering Unmasked Estep 
Score: -12294758.000000 Penalty: 3728.152344
	Iteration 25Q: 3 clusters Score -1.229476e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -12295110.000000 Penalty: 3728.152344
	Iteration 26Q: 3 clusters Score -1.229511e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -12295381.000000 Penalty: 3728.152344
	Iteration 27Q: 3 clusters Score -1.229538e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 94084 members 
Entering Unmasked Estep 
Score: -12295603.000000 Penalty: 3728.152344
	Iteration 28Q: 3 clusters Score -1.22956e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
Score: -12295746.000000 Penalty: 3728.152344
	Iteration 29Q: 3 clusters Score -1.229575e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 94817 members 
Entering Unmasked Estep 
Score: -12295879.000000 Penalty: 3728.152344
	Iteration 30Q: 3 clusters Score -1.229588e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -12296007.000000 Penalty: 3728.152344
	Iteration 31Q: 3 clusters Score -1.229601e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -12296060.000000 Penalty: 3728.152344
	Iteration 32Q: 3 clusters Score -1.229606e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 95318 members 
Entering Unmasked Estep 
Score: -12296104.000000 Penalty: 3728.152344
	Iteration 33Q: 3 clusters Score -1.22961e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -12296143.000000 Penalty: 3728.152344
	Iteration 34Q: 3 clusters Score -1.229614e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -12296172.000000 Penalty: 3728.152344
	Iteration 35Q: 3 clusters Score -1.229617e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -12296190.000000 Penalty: 3728.152344
	Iteration 36Q: 3 clusters Score -1.229619e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 95514 members 
Entering Unmasked Estep 
Score: -12296210.000000 Penalty: 3728.152344
	Iteration 37Q: 3 clusters Score -1.229621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -12296223.000000 Penalty: 3728.152344
	Iteration 38Q: 3 clusters Score -1.229622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -12296212.000000 Penalty: 3728.152344
	Iteration 39Q: 3 clusters Score -1.229621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -12296212.000000 Penalty: 3728.152344
	Iteration 40F: 3 clusters Score -1.229621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -12296218.000000 Penalty: 3728.152344
	Iteration 41Q: 3 clusters Score -1.229622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -12296234.000000 Penalty: 3728.152344
	Iteration 42Q: 3 clusters Score -1.229623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -12296235.000000 Penalty: 3728.152344
	Iteration 43Q: 3 clusters Score -1.229624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -12296237.000000 Penalty: 3728.152344
	Iteration 44Q: 3 clusters Score -1.229624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -12296240.000000 Penalty: 3728.152344
	Iteration 45Q: 3 clusters Score -1.229624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 95603 members 
Entering Unmasked Estep 
Score: -12296239.000000 Penalty: 3728.152344
	Iteration 46Q: 3 clusters Score -1.229624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 95606 members 
Entering Unmasked Estep 
Score: -12296243.000000 Penalty: 3728.152344
	Iteration 47Q: 3 clusters Score -1.229624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -12296259.000000 Penalty: 3728.152344
	Iteration 48Q: 3 clusters Score -1.229626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -12296268.000000 Penalty: 3728.152344
	Iteration 49Q: 3 clusters Score -1.229627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 95618 members 
Entering Unmasked Estep 
Score: -12296269.000000 Penalty: 3728.152344
	Iteration 50Q: 3 clusters Score -1.229627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -12296270.000000 Penalty: 3728.152344
	Iteration 51Q: 3 clusters Score -1.229627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -12296270.000000 Penalty: 3728.152344
	Iteration 52Q: 3 clusters Score -1.229627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -12296270.000000 Penalty: 3728.152344
	Iteration 53F: 3 clusters Score -1.229627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Entering Unmasked Estep 
Score: -10720473.000000 Penalty: 1841.376465
	Iteration 0F: 2 clusters Score -1.072047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -10665409.000000 Penalty: 3682.752930
	Iteration 0F: 3 clusters Score -1.066541e+07 nChanged 39648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -10688764.000000 Penalty: 3682.752930
	Iteration 1F: 3 clusters Score -1.068876e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -10689875.000000 Penalty: 3682.752930
	Iteration 2Q: 3 clusters Score -1.068988e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -10691496.000000 Penalty: 3682.752930
	Iteration 3Q: 3 clusters Score -1.06915e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -10693678.000000 Penalty: 3682.752930
	Iteration 4F: 3 clusters Score -1.069368e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -10697005.000000 Penalty: 3682.752930
	Iteration 5F: 3 clusters Score -1.0697e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -10701431.000000 Penalty: 3682.752930
	Iteration 6F: 3 clusters Score -1.070143e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -10705575.000000 Penalty: 3682.752930
	Iteration 7F: 3 clusters Score -1.070558e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -10707977.000000 Penalty: 3682.752930
	Iteration 8F: 3 clusters Score -1.070798e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -10709014.000000 Penalty: 3682.752930
	Iteration 9Q: 3 clusters Score -1.070901e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -10709767.000000 Penalty: 3682.752930
	Iteration 10Q: 3 clusters Score -1.070977e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -10710316.000000 Penalty: 3682.752930
	Iteration 11Q: 3 clusters Score -1.071032e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -10710913.000000 Penalty: 3682.752930
	Iteration 12Q: 3 clusters Score -1.071091e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -10711519.000000 Penalty: 3682.752930
	Iteration 13Q: 3 clusters Score -1.071152e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -10712134.000000 Penalty: 3682.752930
	Iteration 14Q: 3 clusters Score -1.071213e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -10712679.000000 Penalty: 3682.752930
	Iteration 15Q: 3 clusters Score -1.071268e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -10713243.000000 Penalty: 3682.752930
	Iteration 16Q: 3 clusters Score -1.071324e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -10713769.000000 Penalty: 3682.752930
	Iteration 17Q: 3 clusters Score -1.071377e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -10714294.000000 Penalty: 3682.752930
	Iteration 18Q: 3 clusters Score -1.071429e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -10714813.000000 Penalty: 3682.752930
	Iteration 19Q: 3 clusters Score -1.071481e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -10715282.000000 Penalty: 3682.752930
	Iteration 20F: 3 clusters Score -1.071528e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -10715727.000000 Penalty: 3682.752930
	Iteration 21Q: 3 clusters Score -1.071573e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -10716160.000000 Penalty: 3682.752930
	Iteration 22Q: 3 clusters Score -1.071616e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -10716596.000000 Penalty: 3682.752930
	Iteration 23Q: 3 clusters Score -1.07166e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -10716965.000000 Penalty: 3682.752930
	Iteration 24Q: 3 clusters Score -1.071696e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -10717279.000000 Penalty: 3682.752930
	Iteration 25Q: 3 clusters Score -1.071728e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -10717502.000000 Penalty: 3682.752930
	Iteration 26Q: 3 clusters Score -1.07175e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -10717748.000000 Penalty: 3682.752930
	Iteration 27Q: 3 clusters Score -1.071775e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -10717972.000000 Penalty: 3682.752930
	Iteration 28Q: 3 clusters Score -1.071797e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -10718173.000000 Penalty: 3682.752930
	Iteration 29Q: 3 clusters Score -1.071817e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -10718353.000000 Penalty: 3682.752930
	Iteration 30Q: 3 clusters Score -1.071835e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10718490.000000 Penalty: 3682.752930
	Iteration 31Q: 3 clusters Score -1.071849e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10718577.000000 Penalty: 3682.752930
	Iteration 32Q: 3 clusters Score -1.071858e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10718627.000000 Penalty: 3682.752930
	Iteration 33Q: 3 clusters Score -1.071863e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10718687.000000 Penalty: 3682.752930
	Iteration 34Q: 3 clusters Score -1.071869e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10718719.000000 Penalty: 3682.752930
	Iteration 35Q: 3 clusters Score -1.071872e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10718770.000000 Penalty: 3682.752930
	Iteration 36Q: 3 clusters Score -1.071877e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10718793.000000 Penalty: 3682.752930
	Iteration 37Q: 3 clusters Score -1.071879e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10718819.000000 Penalty: 3682.752930
	Iteration 38Q: 3 clusters Score -1.071882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10718837.000000 Penalty: 3682.752930
	Iteration 39Q: 3 clusters Score -1.071884e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10718850.000000 Penalty: 3682.752930
	Iteration 40F: 3 clusters Score -1.071885e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10718856.000000 Penalty: 3682.752930
	Iteration 41Q: 3 clusters Score -1.071886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10718878.000000 Penalty: 3682.752930
	Iteration 42Q: 3 clusters Score -1.071888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10718885.000000 Penalty: 3682.752930
	Iteration 43Q: 3 clusters Score -1.071888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10718896.000000 Penalty: 3682.752930
	Iteration 44Q: 3 clusters Score -1.07189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10718898.000000 Penalty: 3682.752930
	Iteration 45Q: 3 clusters Score -1.07189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10718908.000000 Penalty: 3682.752930
	Iteration 46Q: 3 clusters Score -1.071891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10718896.000000 Penalty: 3682.752930
	Iteration 47Q: 3 clusters Score -1.07189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82820 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10718888.000000 Penalty: 3682.752930
	Iteration 48Q: 3 clusters Score -1.071889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10718897.000000 Penalty: 3682.752930
	Iteration 49Q: 3 clusters Score -1.07189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10718912.000000 Penalty: 3682.752930
	Iteration 50Q: 3 clusters Score -1.071891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10718923.000000 Penalty: 3682.752930
	Iteration 51Q: 3 clusters Score -1.071892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10718924.000000 Penalty: 3682.752930
	Iteration 52Q: 3 clusters Score -1.071892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10718928.000000 Penalty: 3682.752930
	Iteration 53Q: 3 clusters Score -1.071893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10718940.000000 Penalty: 3682.752930
	Iteration 54Q: 3 clusters Score -1.071894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10718948.000000 Penalty: 3682.752930
	Iteration 55Q: 3 clusters Score -1.071895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10718960.000000 Penalty: 3682.752930
	Iteration 56Q: 3 clusters Score -1.071896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10718963.000000 Penalty: 3682.752930
	Iteration 57Q: 3 clusters Score -1.071896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10718968.000000 Penalty: 3682.752930
	Iteration 58Q: 3 clusters Score -1.071897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10718958.000000 Penalty: 3682.752930
	Iteration 59Q: 3 clusters Score -1.071896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10718957.000000 Penalty: 3682.752930
	Iteration 60F: 3 clusters Score -1.071896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10718966.000000 Penalty: 3682.752930
	Iteration 61Q: 3 clusters Score -1.071897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10718989.000000 Penalty: 3682.752930
	Iteration 62Q: 3 clusters Score -1.071899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10718980.000000 Penalty: 3682.752930
	Iteration 63Q: 3 clusters Score -1.071898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10718982.000000 Penalty: 3682.752930
	Iteration 64Q: 3 clusters Score -1.071898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10718983.000000 Penalty: 3682.752930
	Iteration 65Q: 3 clusters Score -1.071898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82908 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10718984.000000 Penalty: 3682.752930
	Iteration 66Q: 3 clusters Score -1.071898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82908 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10718984.000000 Penalty: 3682.752930
	Iteration 67F: 3 clusters Score -1.071898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Entering Unmasked Estep 
Score: -12553963.000000 Penalty: 1867.029297
	Iteration 0F: 2 clusters Score -1.255396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -12491833.000000 Penalty: 3734.058594
	Iteration 0F: 3 clusters Score -1.249183e+07 nChanged 47010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -12519436.000000 Penalty: 3734.058594
	Iteration 1F: 3 clusters Score -1.251944e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -12520818.000000 Penalty: 3734.058594
	Iteration 2Q: 3 clusters Score -1.252082e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -12523107.000000 Penalty: 3734.058594
	Iteration 3Q: 3 clusters Score -1.252311e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -12526979.000000 Penalty: 3734.058594
	Iteration 4F: 3 clusters Score -1.252698e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -12532805.000000 Penalty: 3734.058594
	Iteration 5F: 3 clusters Score -1.25328e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -12538994.000000 Penalty: 3734.058594
	Iteration 6F: 3 clusters Score -1.253899e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -12543242.000000 Penalty: 3734.058594
	Iteration 7F: 3 clusters Score -1.254324e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -12545037.000000 Penalty: 3734.058594
	Iteration 8Q: 3 clusters Score -1.254504e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -12545972.000000 Penalty: 3734.058594
	Iteration 9Q: 3 clusters Score -1.254597e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -12546629.000000 Penalty: 3734.058594
	Iteration 10Q: 3 clusters Score -1.254663e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -12547308.000000 Penalty: 3734.058594
	Iteration 11Q: 3 clusters Score -1.254731e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -12547986.000000 Penalty: 3734.058594
	Iteration 12Q: 3 clusters Score -1.254799e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -12548537.000000 Penalty: 3734.058594
	Iteration 13Q: 3 clusters Score -1.254854e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -12549078.000000 Penalty: 3734.058594
	Iteration 14Q: 3 clusters Score -1.254908e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -12549557.000000 Penalty: 3734.058594
	Iteration 15Q: 3 clusters Score -1.254956e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -12550114.000000 Penalty: 3734.058594
	Iteration 16Q: 3 clusters Score -1.255011e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 82932 members 
Entering Unmasked Estep 
Score: -12550610.000000 Penalty: 3734.058594
	Iteration 17Q: 3 clusters Score -1.255061e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -12550929.000000 Penalty: 3734.058594
	Iteration 18Q: 3 clusters Score -1.255093e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -12551318.000000 Penalty: 3734.058594
	Iteration 19Q: 3 clusters Score -1.255132e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -12551797.000000 Penalty: 3734.058594
	Iteration 20F: 3 clusters Score -1.25518e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -12552089.000000 Penalty: 3734.058594
	Iteration 21Q: 3 clusters Score -1.255209e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 88318 members 
Entering Unmasked Estep 
Score: -12552375.000000 Penalty: 3734.058594
	Iteration 22Q: 3 clusters Score -1.255238e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -12552612.000000 Penalty: 3734.058594
	Iteration 23Q: 3 clusters Score -1.255261e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -12552794.000000 Penalty: 3734.058594
	Iteration 24Q: 3 clusters Score -1.255279e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -12553093.000000 Penalty: 3734.058594
	Iteration 25Q: 3 clusters Score -1.255309e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -12553253.000000 Penalty: 3734.058594
	Iteration 26Q: 3 clusters Score -1.255325e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -12553290.000000 Penalty: 3734.058594
	Iteration 27Q: 3 clusters Score -1.255329e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -12553407.000000 Penalty: 3734.058594
	Iteration 28Q: 3 clusters Score -1.255341e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -12553448.000000 Penalty: 3734.058594
	Iteration 29Q: 3 clusters Score -1.255345e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -12553493.000000 Penalty: 3734.058594
	Iteration 30Q: 3 clusters Score -1.255349e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -12553547.000000 Penalty: 3734.058594
	Iteration 31Q: 3 clusters Score -1.255355e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -12553553.000000 Penalty: 3734.058594
	Iteration 32Q: 3 clusters Score -1.255355e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -12553570.000000 Penalty: 3734.058594
	Iteration 33Q: 3 clusters Score -1.255357e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -12553604.000000 Penalty: 3734.058594
	Iteration 34Q: 3 clusters Score -1.25536e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -12553612.000000 Penalty: 3734.058594
	Iteration 35Q: 3 clusters Score -1.255361e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -12553589.000000 Penalty: 3734.058594
	Iteration 36Q: 3 clusters Score -1.255359e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 94796 members 
Entering Unmasked Estep 
Score: -12553587.000000 Penalty: 3734.058594
	Iteration 37Q: 3 clusters Score -1.255359e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -12553583.000000 Penalty: 3734.058594
	Iteration 38Q: 3 clusters Score -1.255358e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 95015 members 
Entering Unmasked Estep 
Score: -12553579.000000 Penalty: 3734.058594
	Iteration 39Q: 3 clusters Score -1.255358e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -12553581.000000 Penalty: 3734.058594
	Iteration 40F: 3 clusters Score -1.255358e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -12553567.000000 Penalty: 3734.058594
	Iteration 41Q: 3 clusters Score -1.255357e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -12553543.000000 Penalty: 3734.058594
	Iteration 42Q: 3 clusters Score -1.255354e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -12553566.000000 Penalty: 3734.058594
	Iteration 43Q: 3 clusters Score -1.255357e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -12553571.000000 Penalty: 3734.058594
	Iteration 44Q: 3 clusters Score -1.255357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -12553575.000000 Penalty: 3734.058594
	Iteration 45Q: 3 clusters Score -1.255358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -12553575.000000 Penalty: 3734.058594
	Iteration 46Q: 3 clusters Score -1.255358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -12553562.000000 Penalty: 3734.058594
	Iteration 47Q: 3 clusters Score -1.255356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -12553544.000000 Penalty: 3734.058594
	Iteration 48Q: 3 clusters Score -1.255354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -12553543.000000 Penalty: 3734.058594
	Iteration 49Q: 3 clusters Score -1.255354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -12553533.000000 Penalty: 3734.058594
	Iteration 50Q: 3 clusters Score -1.255353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -12553540.000000 Penalty: 3734.058594
	Iteration 51Q: 3 clusters Score -1.255354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -12553539.000000 Penalty: 3734.058594
	Iteration 52Q: 3 clusters Score -1.255354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -12553534.000000 Penalty: 3734.058594
	Iteration 53Q: 3 clusters Score -1.255353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -12553532.000000 Penalty: 3734.058594
	Iteration 54Q: 3 clusters Score -1.255353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 95609 members 
Entering Unmasked Estep 
Score: -12553528.000000 Penalty: 3734.058594
	Iteration 55Q: 3 clusters Score -1.255353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -12553529.000000 Penalty: 3734.058594
	Iteration 56Q: 3 clusters Score -1.255353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 95627 members 
Entering Unmasked Estep 
Score: -12553525.000000 Penalty: 3734.058594
	Iteration 57Q: 3 clusters Score -1.255352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -12553519.000000 Penalty: 3734.058594
	Iteration 58Q: 3 clusters Score -1.255352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -12553519.000000 Penalty: 3734.058594
	Iteration 59Q: 3 clusters Score -1.255352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -12553519.000000 Penalty: 3734.058594
	Iteration 60F: 3 clusters Score -1.255352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 95639 members 
Entering Unmasked Estep 
Score: -12553516.000000 Penalty: 3734.058594
	Iteration 61Q: 3 clusters Score -1.255352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -12553516.000000 Penalty: 3734.058594
	Iteration 62Q: 3 clusters Score -1.255352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -12553523.000000 Penalty: 3734.058594
	Iteration 63Q: 3 clusters Score -1.255352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -12553513.000000 Penalty: 3734.058594
	Iteration 64Q: 3 clusters Score -1.255351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -12553513.000000 Penalty: 3734.058594
	Iteration 65F: 3 clusters Score -1.255351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57854 members 
Mstep: Class 7 contains 45248 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25445 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 31766 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81216 members 
Mstep: Class 17 contains 95917 members 
Mstep: Class 18 contains 83412 members 
Mstep: Class 19 contains 97676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517184.000000 Penalty: 38670.171875
Iteration 159Q: 19 clusters Score -6.951718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57854 members 
Mstep: Class 7 contains 45248 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25446 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31769 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81218 members 
Mstep: Class 17 contains 95918 members 
Mstep: Class 18 contains 83410 members 
Mstep: Class 19 contains 97673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517144.000000 Penalty: 38670.171875
Iteration 160F: 19 clusters Score -6.951714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57853 members 
Mstep: Class 7 contains 45249 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 25444 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31773 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81223 members 
Mstep: Class 17 contains 95913 members 
Mstep: Class 18 contains 83406 members 
Mstep: Class 19 contains 97675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517160.000000 Penalty: 38670.171875
Iteration 161Q: 19 clusters Score -6.951716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57852 members 
Mstep: Class 7 contains 45250 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 25445 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31776 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81226 members 
Mstep: Class 17 contains 95912 members 
Mstep: Class 18 contains 83403 members 
Mstep: Class 19 contains 97674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517168.000000 Penalty: 38670.171875
Iteration 162Q: 19 clusters Score -6.951717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57852 members 
Mstep: Class 7 contains 45250 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10412 members 
Mstep: Class 11 contains 25449 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31777 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81229 members 
Mstep: Class 17 contains 95914 members 
Mstep: Class 18 contains 83397 members 
Mstep: Class 19 contains 97671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517152.000000 Penalty: 38670.171875
Iteration 163Q: 19 clusters Score -6.951715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57848 members 
Mstep: Class 7 contains 45250 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 25450 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31778 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81232 members 
Mstep: Class 17 contains 95917 members 
Mstep: Class 18 contains 83387 members 
Mstep: Class 19 contains 97676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517168.000000 Penalty: 38670.171875
Iteration 164Q: 19 clusters Score -6.951717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57848 members 
Mstep: Class 7 contains 45250 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25450 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31780 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81238 members 
Mstep: Class 17 contains 95914 members 
Mstep: Class 18 contains 83378 members 
Mstep: Class 19 contains 97679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517096.000000 Penalty: 38670.171875
Iteration 165Q: 19 clusters Score -6.95171e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57847 members 
Mstep: Class 7 contains 45250 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25450 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31787 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81240 members 
Mstep: Class 17 contains 95914 members 
Mstep: Class 18 contains 83365 members 
Mstep: Class 19 contains 97682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517120.000000 Penalty: 38670.171875
Iteration 166Q: 19 clusters Score -6.951712e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57844 members 
Mstep: Class 7 contains 45250 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25452 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31794 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81243 members 
Mstep: Class 17 contains 95914 members 
Mstep: Class 18 contains 83351 members 
Mstep: Class 19 contains 97686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517096.000000 Penalty: 38670.171875
Iteration 167Q: 19 clusters Score -6.95171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57840 members 
Mstep: Class 7 contains 45250 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25453 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31800 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81245 members 
Mstep: Class 17 contains 95915 members 
Mstep: Class 18 contains 83339 members 
Mstep: Class 19 contains 97692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517032.000000 Penalty: 38670.171875
Iteration 168Q: 19 clusters Score -6.951703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57839 members 
Mstep: Class 7 contains 45249 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25454 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31806 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81248 members 
Mstep: Class 17 contains 95917 members 
Mstep: Class 18 contains 83326 members 
Mstep: Class 19 contains 97695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517032.000000 Penalty: 38670.171875
Iteration 169Q: 19 clusters Score -6.951703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57836 members 
Mstep: Class 7 contains 45249 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25458 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31813 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81248 members 
Mstep: Class 17 contains 95917 members 
Mstep: Class 18 contains 83313 members 
Mstep: Class 19 contains 97699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517048.000000 Penalty: 38670.171875
Iteration 170Q: 19 clusters Score -6.951705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57832 members 
Mstep: Class 7 contains 45249 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25462 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31814 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81250 members 
Mstep: Class 17 contains 95919 members 
Mstep: Class 18 contains 83303 members 
Mstep: Class 19 contains 97703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517040.000000 Penalty: 38670.171875
Iteration 171Q: 19 clusters Score -6.951704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57831 members 
Mstep: Class 7 contains 45249 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25464 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31814 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81249 members 
Mstep: Class 17 contains 95922 members 
Mstep: Class 18 contains 83298 members 
Mstep: Class 19 contains 97705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517056.000000 Penalty: 38670.171875
Iteration 172Q: 19 clusters Score -6.951706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57830 members 
Mstep: Class 7 contains 45249 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25466 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 31815 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81249 members 
Mstep: Class 17 contains 95924 members 
Mstep: Class 18 contains 83288 members 
Mstep: Class 19 contains 97710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517056.000000 Penalty: 38670.171875
Iteration 173Q: 19 clusters Score -6.951706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7141 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57829 members 
Mstep: Class 7 contains 45251 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25467 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 31817 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81251 members 
Mstep: Class 17 contains 95925 members 
Mstep: Class 18 contains 83283 members 
Mstep: Class 19 contains 97711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517080.000000 Penalty: 38670.171875
Iteration 174Q: 19 clusters Score -6.951708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57829 members 
Mstep: Class 7 contains 45252 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25468 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31822 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81253 members 
Mstep: Class 17 contains 95925 members 
Mstep: Class 18 contains 83275 members 
Mstep: Class 19 contains 97710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517048.000000 Penalty: 38670.171875
Iteration 175Q: 19 clusters Score -6.951705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57827 members 
Mstep: Class 7 contains 45252 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25469 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31823 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81257 members 
Mstep: Class 17 contains 95930 members 
Mstep: Class 18 contains 83264 members 
Mstep: Class 19 contains 97713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517056.000000 Penalty: 38670.171875
Iteration 176Q: 19 clusters Score -6.951706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57825 members 
Mstep: Class 7 contains 45252 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25469 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31823 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81260 members 
Mstep: Class 17 contains 95932 members 
Mstep: Class 18 contains 83254 members 
Mstep: Class 19 contains 97720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517080.000000 Penalty: 38670.171875
Iteration 177Q: 19 clusters Score -6.951708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57824 members 
Mstep: Class 7 contains 45252 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25469 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81262 members 
Mstep: Class 17 contains 95936 members 
Mstep: Class 18 contains 83245 members 
Mstep: Class 19 contains 97723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517072.000000 Penalty: 38670.171875
Iteration 178Q: 19 clusters Score -6.951707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57824 members 
Mstep: Class 7 contains 45252 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25470 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31829 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81262 members 
Mstep: Class 17 contains 95939 members 
Mstep: Class 18 contains 83237 members 
Mstep: Class 19 contains 97722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517080.000000 Penalty: 38670.171875
Iteration 179Q: 19 clusters Score -6.951708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57827 members 
Mstep: Class 7 contains 45252 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25471 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31826 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81264 members 
Mstep: Class 17 contains 95940 members 
Mstep: Class 18 contains 83227 members 
Mstep: Class 19 contains 97728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517120.000000 Penalty: 38670.171875
Iteration 180F: 19 clusters Score -6.951712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57827 members 
Mstep: Class 7 contains 45252 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25471 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31825 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81265 members 
Mstep: Class 17 contains 95943 members 
Mstep: Class 18 contains 83220 members 
Mstep: Class 19 contains 97732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517104.000000 Penalty: 38670.171875
Iteration 181Q: 19 clusters Score -6.95171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57829 members 
Mstep: Class 7 contains 45254 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25471 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31825 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81266 members 
Mstep: Class 17 contains 95942 members 
Mstep: Class 18 contains 83216 members 
Mstep: Class 19 contains 97732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517048.000000 Penalty: 38670.171875
Iteration 182Q: 19 clusters Score -6.951705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57830 members 
Mstep: Class 7 contains 45254 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25472 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31825 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81266 members 
Mstep: Class 17 contains 95940 members 
Mstep: Class 18 contains 83211 members 
Mstep: Class 19 contains 97737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517080.000000 Penalty: 38670.171875
Iteration 183Q: 19 clusters Score -6.951708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57830 members 
Mstep: Class 7 contains 45256 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25473 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 31826 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81266 members 
Mstep: Class 17 contains 95936 members 
Mstep: Class 18 contains 83207 members 
Mstep: Class 19 contains 97741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517088.000000 Penalty: 38670.171875
Iteration 184Q: 19 clusters Score -6.951709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57824 members 
Mstep: Class 7 contains 45256 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25473 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31825 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81267 members 
Mstep: Class 17 contains 95938 members 
Mstep: Class 18 contains 83208 members 
Mstep: Class 19 contains 97744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517112.000000 Penalty: 38670.171875
Iteration 185Q: 19 clusters Score -6.951711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 45257 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25472 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 31828 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81269 members 
Mstep: Class 17 contains 95936 members 
Mstep: Class 18 contains 83204 members 
Mstep: Class 19 contains 97746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517104.000000 Penalty: 38670.171875
Iteration 186Q: 19 clusters Score -6.95171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57821 members 
Mstep: Class 7 contains 45258 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25473 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 31829 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81269 members 
Mstep: Class 17 contains 95936 members 
Mstep: Class 18 contains 83198 members 
Mstep: Class 19 contains 97749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517120.000000 Penalty: 38670.171875
Iteration 187Q: 19 clusters Score -6.951712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 45258 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25475 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 31832 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81269 members 
Mstep: Class 17 contains 95934 members 
Mstep: Class 18 contains 83195 members 
Mstep: Class 19 contains 97748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517096.000000 Penalty: 38670.171875
Iteration 188Q: 19 clusters Score -6.95171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57823 members 
Mstep: Class 7 contains 45257 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25476 members 
Mstep: Class 12 contains 11615 members 
Mstep: Class 13 contains 31832 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81269 members 
Mstep: Class 17 contains 95935 members 
Mstep: Class 18 contains 83192 members 
Mstep: Class 19 contains 97749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517136.000000 Penalty: 38670.171875
Iteration 189Q: 19 clusters Score -6.951714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57823 members 
Mstep: Class 7 contains 45258 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25476 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 31832 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81268 members 
Mstep: Class 17 contains 95935 members 
Mstep: Class 18 contains 83187 members 
Mstep: Class 19 contains 97754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517112.000000 Penalty: 38670.171875
Iteration 190Q: 19 clusters Score -6.951711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57824 members 
Mstep: Class 7 contains 45259 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25476 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31832 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81266 members 
Mstep: Class 17 contains 95934 members 
Mstep: Class 18 contains 83182 members 
Mstep: Class 19 contains 97758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517128.000000 Penalty: 38670.171875
Iteration 191Q: 19 clusters Score -6.951713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57825 members 
Mstep: Class 7 contains 45260 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25476 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31832 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81267 members 
Mstep: Class 17 contains 95933 members 
Mstep: Class 18 contains 83179 members 
Mstep: Class 19 contains 97758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517104.000000 Penalty: 38670.171875
Iteration 192Q: 19 clusters Score -6.95171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57826 members 
Mstep: Class 7 contains 45261 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 25477 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31835 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81267 members 
Mstep: Class 17 contains 95931 members 
Mstep: Class 18 contains 83176 members 
Mstep: Class 19 contains 97759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517096.000000 Penalty: 38670.171875
Iteration 193Q: 19 clusters Score -6.95171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57827 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 25477 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31837 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81267 members 
Mstep: Class 17 contains 95931 members 
Mstep: Class 18 contains 83172 members 
Mstep: Class 19 contains 97761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517088.000000 Penalty: 38670.171875
Iteration 194Q: 19 clusters Score -6.951709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57826 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 25478 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31839 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81266 members 
Mstep: Class 17 contains 95932 members 
Mstep: Class 18 contains 83169 members 
Mstep: Class 19 contains 97760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517112.000000 Penalty: 38670.171875
Iteration 195Q: 19 clusters Score -6.951711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57825 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31845 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81266 members 
Mstep: Class 17 contains 95928 members 
Mstep: Class 18 contains 83167 members 
Mstep: Class 19 contains 97759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517104.000000 Penalty: 38670.171875
Iteration 196Q: 19 clusters Score -6.95171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57824 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31850 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81267 members 
Mstep: Class 17 contains 95930 members 
Mstep: Class 18 contains 83162 members 
Mstep: Class 19 contains 97755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517088.000000 Penalty: 38670.171875
Iteration 197Q: 19 clusters Score -6.951709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31852 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81268 members 
Mstep: Class 17 contains 95930 members 
Mstep: Class 18 contains 83162 members 
Mstep: Class 19 contains 97754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517080.000000 Penalty: 38670.171875
Iteration 198Q: 19 clusters Score -6.951708e+07 nChanged 11
Entering ConstructFrom: 
Score: -69517080.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -18221.689453 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -18221.69 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 150 members 
Entering Unmasked Estep 
Score: -17535.167969 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -17535.17 nChanged 65
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: -17766.599609 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -17766.6 nChanged 18
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: -17863.853516 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -17863.85 nChanged 9
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: -17924.898438 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -17924.9 nChanged 3
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: -17929.013672 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -17929.01 nChanged 1
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: -17931.869141 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -17931.87 nChanged 0
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: -17931.869141 Penalty: 1825.450684
	Iteration 6F: 3 clusters Score -17931.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Entering Unmasked Estep 
Score: -864542.125000 Penalty: 1442.166016
	Iteration 0F: 2 clusters Score -864542.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -859151.562500 Penalty: 2884.332031
	Iteration 0F: 3 clusters Score -859151.6 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -860743.562500 Penalty: 2884.332031
	Iteration 1F: 3 clusters Score -860743.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -860944.750000 Penalty: 2884.332031
	Iteration 2F: 3 clusters Score -860944.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -861099.125000 Penalty: 2884.332031
	Iteration 3Q: 3 clusters Score -861099.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -861231.625000 Penalty: 2884.332031
	Iteration 4Q: 3 clusters Score -861231.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -861342.687500 Penalty: 2884.332031
	Iteration 5Q: 3 clusters Score -861342.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -861434.375000 Penalty: 2884.332031
	Iteration 6Q: 3 clusters Score -861434.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -861510.750000 Penalty: 2884.332031
	Iteration 7Q: 3 clusters Score -861510.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -861585.125000 Penalty: 2884.332031
	Iteration 8Q: 3 clusters Score -861585.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -861648.062500 Penalty: 2884.332031
	Iteration 9Q: 3 clusters Score -861648.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -861721.437500 Penalty: 2884.332031
	Iteration 10Q: 3 clusters Score -861721.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -861815.875000 Penalty: 2884.332031
	Iteration 11Q: 3 clusters Score -861815.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -861938.875000 Penalty: 2884.332031
	Iteration 12Q: 3 clusters Score -861938.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -862093.500000 Penalty: 2884.332031
	Iteration 13Q: 3 clusters Score -862093.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -862305.750000 Penalty: 2884.332031
	Iteration 14Q: 3 clusters Score -862305.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -862558.437500 Penalty: 2884.332031
	Iteration 15Q: 3 clusters Score -862558.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -862820.125000 Penalty: 2884.332031
	Iteration 16Q: 3 clusters Score -862820.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -863004.562500 Penalty: 2884.332031
	Iteration 17Q: 3 clusters Score -863004.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -863101.562500 Penalty: 2884.332031
	Iteration 18Q: 3 clusters Score -863101.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -863145.500000 Penalty: 2884.332031
	Iteration 19Q: 3 clusters Score -863145.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -863172.937500 Penalty: 2884.332031
	Iteration 20F: 3 clusters Score -863172.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -863193.750000 Penalty: 2884.332031
	Iteration 21Q: 3 clusters Score -863193.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -863207.687500 Penalty: 2884.332031
	Iteration 22Q: 3 clusters Score -863207.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -863222.375000 Penalty: 2884.332031
	Iteration 23Q: 3 clusters Score -863222.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -863239.562500 Penalty: 2884.332031
	Iteration 24Q: 3 clusters Score -863239.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -863251.687500 Penalty: 2884.332031
	Iteration 25Q: 3 clusters Score -863251.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -863261.312500 Penalty: 2884.332031
	Iteration 26Q: 3 clusters Score -863261.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -863272.187500 Penalty: 2884.332031
	Iteration 27Q: 3 clusters Score -863272.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -863283.812500 Penalty: 2884.332031
	Iteration 28Q: 3 clusters Score -863283.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -863290.375000 Penalty: 2884.332031
	Iteration 29Q: 3 clusters Score -863290.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -863297.312500 Penalty: 2884.332031
	Iteration 30Q: 3 clusters Score -863297.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -863300.875000 Penalty: 2884.332031
	Iteration 31Q: 3 clusters Score -863300.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -863306.875000 Penalty: 2884.332031
	Iteration 32Q: 3 clusters Score -863306.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -863311.562500 Penalty: 2884.332031
	Iteration 33Q: 3 clusters Score -863311.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -863314.250000 Penalty: 2884.332031
	Iteration 34Q: 3 clusters Score -863314.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -863319.062500 Penalty: 2884.332031
	Iteration 35Q: 3 clusters Score -863319.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -863322.375000 Penalty: 2884.332031
	Iteration 36Q: 3 clusters Score -863322.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -863325.625000 Penalty: 2884.332031
	Iteration 37Q: 3 clusters Score -863325.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -863329.625000 Penalty: 2884.332031
	Iteration 38Q: 3 clusters Score -863329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -863330.625000 Penalty: 2884.332031
	Iteration 39Q: 3 clusters Score -863330.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -863332.000000 Penalty: 2884.332031
	Iteration 40F: 3 clusters Score -863332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -863334.437500 Penalty: 2884.332031
	Iteration 41Q: 3 clusters Score -863334.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -863336.500000 Penalty: 2884.332031
	Iteration 42Q: 3 clusters Score -863336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -863338.687500 Penalty: 2884.332031
	Iteration 43Q: 3 clusters Score -863338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -863337.312500 Penalty: 2884.332031
	Iteration 44Q: 3 clusters Score -863337.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -863339.062500 Penalty: 2884.332031
	Iteration 45Q: 3 clusters Score -863339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -863340.562500 Penalty: 2884.332031
	Iteration 46Q: 3 clusters Score -863340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -863339.687500 Penalty: 2884.332031
	Iteration 47Q: 3 clusters Score -863339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -863339.687500 Penalty: 2884.332031
	Iteration 48F: 3 clusters Score -863339.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -35171.062500 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -35171.06 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 196 members 
Entering Unmasked Estep 
Score: -34275.910156 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -34275.91 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34455.097656 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -34455.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34600.417969 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -34600.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34670.800781 Penalty: 1928.840576
	Iteration 3F: 3 clusters Score -34670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34691.082031 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -34691.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34723.121094 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -34723.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34766.699219 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -34766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34784.648438 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -34784.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34842.320312 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -34842.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34964.812500 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -34964.81 nChanged 9
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: -35046.226562 Penalty: 1928.840576
	Iteration 10Q: 3 clusters Score -35046.23 nChanged 4
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: -35059.777344 Penalty: 1928.840576
	Iteration 11Q: 3 clusters Score -35059.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35060.660156 Penalty: 1928.840576
	Iteration 12Q: 3 clusters Score -35060.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35060.660156 Penalty: 1928.840576
	Iteration 13F: 3 clusters Score -35060.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Entering Unmasked Estep 
Score: -195568.875000 Penalty: 1198.173340
	Iteration 0F: 2 clusters Score -195568.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -193791.828125 Penalty: 2396.346680
	Iteration 0F: 3 clusters Score -193791.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -194155.015625 Penalty: 2396.346680
	Iteration 1F: 3 clusters Score -194155 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -194232.421875 Penalty: 2396.346680
	Iteration 2F: 3 clusters Score -194232.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -194283.187500 Penalty: 2396.346680
	Iteration 3Q: 3 clusters Score -194283.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -194309.593750 Penalty: 2396.346680
	Iteration 4Q: 3 clusters Score -194309.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -194331.234375 Penalty: 2396.346680
	Iteration 5Q: 3 clusters Score -194331.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -194346.156250 Penalty: 2396.346680
	Iteration 6Q: 3 clusters Score -194346.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -194358.593750 Penalty: 2396.346680
	Iteration 7Q: 3 clusters Score -194358.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -194369.515625 Penalty: 2396.346680
	Iteration 8Q: 3 clusters Score -194369.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -194377.062500 Penalty: 2396.346680
	Iteration 9Q: 3 clusters Score -194377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -194383.000000 Penalty: 2396.346680
	Iteration 10Q: 3 clusters Score -194383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -194391.390625 Penalty: 2396.346680
	Iteration 11Q: 3 clusters Score -194391.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -194397.890625 Penalty: 2396.346680
	Iteration 12Q: 3 clusters Score -194397.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -194403.906250 Penalty: 2396.346680
	Iteration 13Q: 3 clusters Score -194403.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -194423.609375 Penalty: 2396.346680
	Iteration 14Q: 3 clusters Score -194423.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -194450.031250 Penalty: 2396.346680
	Iteration 15Q: 3 clusters Score -194450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -194473.656250 Penalty: 2396.346680
	Iteration 16Q: 3 clusters Score -194473.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -194486.296875 Penalty: 2396.346680
	Iteration 17Q: 3 clusters Score -194486.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -194500.765625 Penalty: 2396.346680
	Iteration 18Q: 3 clusters Score -194500.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -194514.546875 Penalty: 2396.346680
	Iteration 19Q: 3 clusters Score -194514.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -194531.093750 Penalty: 2396.346680
	Iteration 20F: 3 clusters Score -194531.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -194550.562500 Penalty: 2396.346680
	Iteration 21Q: 3 clusters Score -194550.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194572.218750 Penalty: 2396.346680
	Iteration 22Q: 3 clusters Score -194572.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -194591.531250 Penalty: 2396.346680
	Iteration 23Q: 3 clusters Score -194591.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -194614.187500 Penalty: 2396.346680
	Iteration 24Q: 3 clusters Score -194614.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -194645.703125 Penalty: 2396.346680
	Iteration 25Q: 3 clusters Score -194645.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -194674.734375 Penalty: 2396.346680
	Iteration 26Q: 3 clusters Score -194674.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -194689.843750 Penalty: 2396.346680
	Iteration 27Q: 3 clusters Score -194689.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -194703.531250 Penalty: 2396.346680
	Iteration 28Q: 3 clusters Score -194703.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -194718.781250 Penalty: 2396.346680
	Iteration 29Q: 3 clusters Score -194718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -194727.625000 Penalty: 2396.346680
	Iteration 30Q: 3 clusters Score -194727.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -194739.359375 Penalty: 2396.346680
	Iteration 31Q: 3 clusters Score -194739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -194745.921875 Penalty: 2396.346680
	Iteration 32Q: 3 clusters Score -194745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -194753.312500 Penalty: 2396.346680
	Iteration 33Q: 3 clusters Score -194753.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -194761.234375 Penalty: 2396.346680
	Iteration 34Q: 3 clusters Score -194761.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -194767.843750 Penalty: 2396.346680
	Iteration 35Q: 3 clusters Score -194767.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -194774.343750 Penalty: 2396.346680
	Iteration 36Q: 3 clusters Score -194774.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -194781.156250 Penalty: 2396.346680
	Iteration 37Q: 3 clusters Score -194781.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -194787.296875 Penalty: 2396.346680
	Iteration 38Q: 3 clusters Score -194787.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -194792.750000 Penalty: 2396.346680
	Iteration 39Q: 3 clusters Score -194792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -194799.046875 Penalty: 2396.346680
	Iteration 40F: 3 clusters Score -194799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -194803.265625 Penalty: 2396.346680
	Iteration 41Q: 3 clusters Score -194803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -194804.406250 Penalty: 2396.346680
	Iteration 42Q: 3 clusters Score -194804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -194807.296875 Penalty: 2396.346680
	Iteration 43Q: 3 clusters Score -194807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -194808.515625 Penalty: 2396.346680
	Iteration 44Q: 3 clusters Score -194808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -194808.515625 Penalty: 2396.346680
	Iteration 45F: 3 clusters Score -194808.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -9865.254883 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -9865.255 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 121 members 
Entering Unmasked Estep 
Score: -9162.963867 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -9162.964 nChanged 61
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: -9327.904297 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -9327.904 nChanged 12
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: -9379.697266 Penalty: 1800.910645
	Iteration 2Q: 3 clusters Score -9379.697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9389.115234 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -9389.115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9396.499023 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -9396.499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9399.946289 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -9399.946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9399.946289 Penalty: 1800.910645
	Iteration 6F: 3 clusters Score -9399.946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Entering Unmasked Estep 
Score: -7429650.500000 Penalty: 1781.829834
	Iteration 0F: 2 clusters Score -7429650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -7391022.500000 Penalty: 3563.659668
	Iteration 0F: 3 clusters Score -7391022 nChanged 27319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -7406749.500000 Penalty: 3563.659668
	Iteration 1F: 3 clusters Score -7406750 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -7407850.500000 Penalty: 3563.659668
	Iteration 2Q: 3 clusters Score -7407850 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -7409254.500000 Penalty: 3563.659668
	Iteration 3F: 3 clusters Score -7409254 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -7410955.500000 Penalty: 3563.659668
	Iteration 4F: 3 clusters Score -7410956 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -7413378.000000 Penalty: 3563.659668
	Iteration 5F: 3 clusters Score -7413378 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -7416439.500000 Penalty: 3563.659668
	Iteration 6F: 3 clusters Score -7416440 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7419745.500000 Penalty: 3563.659668
	Iteration 7F: 3 clusters Score -7419746 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -7422123.500000 Penalty: 3563.659668
	Iteration 8F: 3 clusters Score -7422124 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -7423363.000000 Penalty: 3563.659668
	Iteration 9Q: 3 clusters Score -7423363 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -7423950.500000 Penalty: 3563.659668
	Iteration 10Q: 3 clusters Score -7423950 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -7424371.000000 Penalty: 3563.659668
	Iteration 11Q: 3 clusters Score -7424371 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -7424757.500000 Penalty: 3563.659668
	Iteration 12Q: 3 clusters Score -7424758 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -7425108.500000 Penalty: 3563.659668
	Iteration 13Q: 3 clusters Score -7425108 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -7425441.500000 Penalty: 3563.659668
	Iteration 14Q: 3 clusters Score -7425442 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -7425746.000000 Penalty: 3563.659668
	Iteration 15Q: 3 clusters Score -7425746 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -7426010.500000 Penalty: 3563.659668
	Iteration 16Q: 3 clusters Score -7426010 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -7426249.000000 Penalty: 3563.659668
	Iteration 17Q: 3 clusters Score -7426249 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -7426474.000000 Penalty: 3563.659668
	Iteration 18Q: 3 clusters Score -7426474 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -7426679.000000 Penalty: 3563.659668
	Iteration 19Q: 3 clusters Score -7426679 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -7426943.000000 Penalty: 3563.659668
	Iteration 20F: 3 clusters Score -7426943 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -7427126.500000 Penalty: 3563.659668
	Iteration 21Q: 3 clusters Score -7427126 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -7427283.000000 Penalty: 3563.659668
	Iteration 22Q: 3 clusters Score -7427283 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -7427492.000000 Penalty: 3563.659668
	Iteration 23Q: 3 clusters Score -7427492 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -7427661.500000 Penalty: 3563.659668
	Iteration 24Q: 3 clusters Score -7427662 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -7427817.500000 Penalty: 3563.659668
	Iteration 25Q: 3 clusters Score -7427818 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -7427903.500000 Penalty: 3563.659668
	Iteration 26Q: 3 clusters Score -7427904 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -7428035.500000 Penalty: 3563.659668
	Iteration 27Q: 3 clusters Score -7428036 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -7428144.000000 Penalty: 3563.659668
	Iteration 28Q: 3 clusters Score -7428144 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -7428232.000000 Penalty: 3563.659668
	Iteration 29Q: 3 clusters Score -7428232 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -7428350.000000 Penalty: 3563.659668
	Iteration 30Q: 3 clusters Score -7428350 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -7428408.500000 Penalty: 3563.659668
	Iteration 31Q: 3 clusters Score -7428408 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -7428466.000000 Penalty: 3563.659668
	Iteration 32Q: 3 clusters Score -7428466 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -7428475.500000 Penalty: 3563.659668
	Iteration 33Q: 3 clusters Score -7428476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -7428498.000000 Penalty: 3563.659668
	Iteration 34Q: 3 clusters Score -7428498 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -7428508.000000 Penalty: 3563.659668
	Iteration 35Q: 3 clusters Score -7428508 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -7428533.000000 Penalty: 3563.659668
	Iteration 36Q: 3 clusters Score -7428533 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -7428548.500000 Penalty: 3563.659668
	Iteration 37Q: 3 clusters Score -7428548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -7428559.000000 Penalty: 3563.659668
	Iteration 38Q: 3 clusters Score -7428559 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -7428578.000000 Penalty: 3563.659668
	Iteration 39Q: 3 clusters Score -7428578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -7428578.000000 Penalty: 3563.659668
	Iteration 40F: 3 clusters Score -7428578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -7428585.500000 Penalty: 3563.659668
	Iteration 41Q: 3 clusters Score -7428586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -7428586.000000 Penalty: 3563.659668
	Iteration 42Q: 3 clusters Score -7428586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -7428570.500000 Penalty: 3563.659668
	Iteration 43Q: 3 clusters Score -7428570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -7428576.000000 Penalty: 3563.659668
	Iteration 44Q: 3 clusters Score -7428576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -7428589.500000 Penalty: 3563.659668
	Iteration 45Q: 3 clusters Score -7428590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -7428583.000000 Penalty: 3563.659668
	Iteration 46Q: 3 clusters Score -7428583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -7428593.000000 Penalty: 3563.659668
	Iteration 47Q: 3 clusters Score -7428593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -7428594.500000 Penalty: 3563.659668
	Iteration 48Q: 3 clusters Score -7428594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -7428608.500000 Penalty: 3563.659668
	Iteration 49Q: 3 clusters Score -7428608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -7428610.500000 Penalty: 3563.659668
	Iteration 50Q: 3 clusters Score -7428610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -7428612.500000 Penalty: 3563.659668
	Iteration 51Q: 3 clusters Score -7428612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -7428611.000000 Penalty: 3563.659668
	Iteration 52Q: 3 clusters Score -7428611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -7428613.500000 Penalty: 3563.659668
	Iteration 53Q: 3 clusters Score -7428614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -7428613.000000 Penalty: 3563.659668
	Iteration 54Q: 3 clusters Score -7428613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -7428615.500000 Penalty: 3563.659668
	Iteration 55Q: 3 clusters Score -7428616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -7428614.000000 Penalty: 3563.659668
	Iteration 56Q: 3 clusters Score -7428614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -7428613.000000 Penalty: 3563.659668
	Iteration 57Q: 3 clusters Score -7428613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -7428611.500000 Penalty: 3563.659668
	Iteration 58Q: 3 clusters Score -7428612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -7428611.500000 Penalty: 3563.659668
	Iteration 59F: 3 clusters Score -7428612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Entering Unmasked Estep 
Score: -5827634.000000 Penalty: 1742.036255
	Iteration 0F: 2 clusters Score -5827634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -5797436.500000 Penalty: 3484.072510
	Iteration 0F: 3 clusters Score -5797436 nChanged 21043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -5809124.500000 Penalty: 3484.072510
	Iteration 1F: 3 clusters Score -5809124 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -5809450.500000 Penalty: 3484.072510
	Iteration 2Q: 3 clusters Score -5809450 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -5809826.500000 Penalty: 3484.072510
	Iteration 3Q: 3 clusters Score -5809826 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -5810211.000000 Penalty: 3484.072510
	Iteration 4Q: 3 clusters Score -5810211 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5810587.500000 Penalty: 3484.072510
	Iteration 5Q: 3 clusters Score -5810588 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -5811064.000000 Penalty: 3484.072510
	Iteration 6Q: 3 clusters Score -5811064 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -5811436.000000 Penalty: 3484.072510
	Iteration 7Q: 3 clusters Score -5811436 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5811904.000000 Penalty: 3484.072510
	Iteration 8Q: 3 clusters Score -5811904 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -5812434.000000 Penalty: 3484.072510
	Iteration 9Q: 3 clusters Score -5812434 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -5812970.000000 Penalty: 3484.072510
	Iteration 10Q: 3 clusters Score -5812970 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -5813498.000000 Penalty: 3484.072510
	Iteration 11Q: 3 clusters Score -5813498 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -5813967.000000 Penalty: 3484.072510
	Iteration 12Q: 3 clusters Score -5813967 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -5814422.500000 Penalty: 3484.072510
	Iteration 13Q: 3 clusters Score -5814422 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -5814807.000000 Penalty: 3484.072510
	Iteration 14Q: 3 clusters Score -5814807 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -5815228.500000 Penalty: 3484.072510
	Iteration 15Q: 3 clusters Score -5815228 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5815719.500000 Penalty: 3484.072510
	Iteration 16Q: 3 clusters Score -5815720 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -5816336.500000 Penalty: 3484.072510
	Iteration 17Q: 3 clusters Score -5816336 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -5817177.000000 Penalty: 3484.072510
	Iteration 18Q: 3 clusters Score -5817177 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -5818018.500000 Penalty: 3484.072510
	Iteration 19Q: 3 clusters Score -5818018 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -5818754.500000 Penalty: 3484.072510
	Iteration 20F: 3 clusters Score -5818754 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -5819211.000000 Penalty: 3484.072510
	Iteration 21Q: 3 clusters Score -5819211 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -5819528.500000 Penalty: 3484.072510
	Iteration 22Q: 3 clusters Score -5819528 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -5819772.000000 Penalty: 3484.072510
	Iteration 23Q: 3 clusters Score -5819772 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -5820033.000000 Penalty: 3484.072510
	Iteration 24Q: 3 clusters Score -5820033 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -5820323.000000 Penalty: 3484.072510
	Iteration 25Q: 3 clusters Score -5820323 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -5820668.500000 Penalty: 3484.072510
	Iteration 26Q: 3 clusters Score -5820668 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -5820957.500000 Penalty: 3484.072510
	Iteration 27Q: 3 clusters Score -5820958 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -5821267.500000 Penalty: 3484.072510
	Iteration 28Q: 3 clusters Score -5821268 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -5821584.500000 Penalty: 3484.072510
	Iteration 29Q: 3 clusters Score -5821584 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -5821947.500000 Penalty: 3484.072510
	Iteration 30Q: 3 clusters Score -5821948 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5822262.500000 Penalty: 3484.072510
	Iteration 31Q: 3 clusters Score -5822262 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5822628.500000 Penalty: 3484.072510
	Iteration 32Q: 3 clusters Score -5822628 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5823039.500000 Penalty: 3484.072510
	Iteration 33Q: 3 clusters Score -5823040 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -5823392.500000 Penalty: 3484.072510
	Iteration 34Q: 3 clusters Score -5823392 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5823723.500000 Penalty: 3484.072510
	Iteration 35Q: 3 clusters Score -5823724 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5824058.500000 Penalty: 3484.072510
	Iteration 36Q: 3 clusters Score -5824058 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -5824413.000000 Penalty: 3484.072510
	Iteration 37Q: 3 clusters Score -5824413 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -5824733.500000 Penalty: 3484.072510
	Iteration 38Q: 3 clusters Score -5824734 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -5824941.500000 Penalty: 3484.072510
	Iteration 39Q: 3 clusters Score -5824942 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -5825159.500000 Penalty: 3484.072510
	Iteration 40F: 3 clusters Score -5825160 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -5825337.500000 Penalty: 3484.072510
	Iteration 41Q: 3 clusters Score -5825338 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -5825484.500000 Penalty: 3484.072510
	Iteration 42Q: 3 clusters Score -5825484 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -5825606.500000 Penalty: 3484.072510
	Iteration 43Q: 3 clusters Score -5825606 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -5825706.500000 Penalty: 3484.072510
	Iteration 44Q: 3 clusters Score -5825706 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -5825816.500000 Penalty: 3484.072510
	Iteration 45Q: 3 clusters Score -5825816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -5825885.000000 Penalty: 3484.072510
	Iteration 46Q: 3 clusters Score -5825885 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -5825914.500000 Penalty: 3484.072510
	Iteration 47Q: 3 clusters Score -5825914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5825969.500000 Penalty: 3484.072510
	Iteration 48Q: 3 clusters Score -5825970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -5826005.000000 Penalty: 3484.072510
	Iteration 49Q: 3 clusters Score -5826005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -5826033.500000 Penalty: 3484.072510
	Iteration 50Q: 3 clusters Score -5826034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -5826038.000000 Penalty: 3484.072510
	Iteration 51Q: 3 clusters Score -5826038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -5826050.500000 Penalty: 3484.072510
	Iteration 52Q: 3 clusters Score -5826050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -5826067.500000 Penalty: 3484.072510
	Iteration 53Q: 3 clusters Score -5826068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -5826080.500000 Penalty: 3484.072510
	Iteration 54Q: 3 clusters Score -5826080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -5826098.500000 Penalty: 3484.072510
	Iteration 55Q: 3 clusters Score -5826098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -5826110.000000 Penalty: 3484.072510
	Iteration 56Q: 3 clusters Score -5826110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -5826125.500000 Penalty: 3484.072510
	Iteration 57Q: 3 clusters Score -5826126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5826138.500000 Penalty: 3484.072510
	Iteration 58Q: 3 clusters Score -5826138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -5826141.500000 Penalty: 3484.072510
	Iteration 59Q: 3 clusters Score -5826142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -5826144.000000 Penalty: 3484.072510
	Iteration 60F: 3 clusters Score -5826144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -5826143.000000 Penalty: 3484.072510
	Iteration 61Q: 3 clusters Score -5826143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -5826148.500000 Penalty: 3484.072510
	Iteration 62Q: 3 clusters Score -5826148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -5826148.000000 Penalty: 3484.072510
	Iteration 63Q: 3 clusters Score -5826148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -5826149.500000 Penalty: 3484.072510
	Iteration 64Q: 3 clusters Score -5826150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -5826143.500000 Penalty: 3484.072510
	Iteration 65Q: 3 clusters Score -5826144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -5826148.000000 Penalty: 3484.072510
	Iteration 66Q: 3 clusters Score -5826148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -5826148.000000 Penalty: 3484.072510
	Iteration 67Q: 3 clusters Score -5826148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -5826148.000000 Penalty: 3484.072510
	Iteration 68Q: 3 clusters Score -5826148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -5826150.500000 Penalty: 3484.072510
	Iteration 69Q: 3 clusters Score -5826150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -5826156.000000 Penalty: 3484.072510
	Iteration 70Q: 3 clusters Score -5826156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -5826162.000000 Penalty: 3484.072510
	Iteration 71Q: 3 clusters Score -5826162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -5826159.500000 Penalty: 3484.072510
	Iteration 72Q: 3 clusters Score -5826160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -5826159.500000 Penalty: 3484.072510
	Iteration 73F: 3 clusters Score -5826160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -91849.929688 Penalty: 1088.868774
	Iteration 0F: 2 clusters Score -91849.93 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 404 members 
Entering Unmasked Estep 
Score: -90574.656250 Penalty: 2177.737549
	Iteration 0F: 3 clusters Score -90574.66 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90795.820312 Penalty: 2177.737549
	Iteration 1F: 3 clusters Score -90795.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -90875.179688 Penalty: 2177.737549
	Iteration 2F: 3 clusters Score -90875.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90962.007812 Penalty: 2177.737549
	Iteration 3F: 3 clusters Score -90962.01 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91049.695312 Penalty: 2177.737549
	Iteration 4F: 3 clusters Score -91049.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91119.968750 Penalty: 2177.737549
	Iteration 5Q: 3 clusters Score -91119.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91176.976562 Penalty: 2177.737549
	Iteration 6Q: 3 clusters Score -91176.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91243.429688 Penalty: 2177.737549
	Iteration 7Q: 3 clusters Score -91243.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91296.187500 Penalty: 2177.737549
	Iteration 8Q: 3 clusters Score -91296.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91320.703125 Penalty: 2177.737549
	Iteration 9Q: 3 clusters Score -91320.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91349.421875 Penalty: 2177.737549
	Iteration 10Q: 3 clusters Score -91349.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91370.085938 Penalty: 2177.737549
	Iteration 11Q: 3 clusters Score -91370.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91391.398438 Penalty: 2177.737549
	Iteration 12Q: 3 clusters Score -91391.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91407.007812 Penalty: 2177.737549
	Iteration 13Q: 3 clusters Score -91407.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91419.484375 Penalty: 2177.737549
	Iteration 14Q: 3 clusters Score -91419.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91428.125000 Penalty: 2177.737549
	Iteration 15Q: 3 clusters Score -91428.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91431.539062 Penalty: 2177.737549
	Iteration 16Q: 3 clusters Score -91431.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91433.664062 Penalty: 2177.737549
	Iteration 17Q: 3 clusters Score -91433.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91440.593750 Penalty: 2177.737549
	Iteration 18Q: 3 clusters Score -91440.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91445.843750 Penalty: 2177.737549
	Iteration 19Q: 3 clusters Score -91445.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91447.304688 Penalty: 2177.737549
	Iteration 20F: 3 clusters Score -91447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91455.703125 Penalty: 2177.737549
	Iteration 21Q: 3 clusters Score -91455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91486.257812 Penalty: 2177.737549
	Iteration 22Q: 3 clusters Score -91486.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91493.304688 Penalty: 2177.737549
	Iteration 23Q: 3 clusters Score -91493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91500.453125 Penalty: 2177.737549
	Iteration 24Q: 3 clusters Score -91500.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91503.648438 Penalty: 2177.737549
	Iteration 25Q: 3 clusters Score -91503.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -91504.515625 Penalty: 2177.737549
	Iteration 26Q: 3 clusters Score -91504.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91506.750000 Penalty: 2177.737549
	Iteration 27Q: 3 clusters Score -91506.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91507.406250 Penalty: 2177.737549
	Iteration 28Q: 3 clusters Score -91507.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91507.406250 Penalty: 2177.737549
	Iteration 29F: 3 clusters Score -91507.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23406.919922 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -23406.92 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 118 members 
Entering Unmasked Estep 
Score: -22741.169922 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -22741.17 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -23033.466797 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -23033.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -23110.718750 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -23110.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -23239.783203 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -23239.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -23303.488281 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -23303.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -23307.746094 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -23307.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -23307.746094 Penalty: 1793.172119
	Iteration 6F: 3 clusters Score -23307.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Entering Unmasked Estep 
Score: -1326801.125000 Penalty: 1503.350342
	Iteration 0F: 2 clusters Score -1326801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1319343.250000 Penalty: 3006.700684
	Iteration 0F: 3 clusters Score -1319343 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1321779.625000 Penalty: 3006.700684
	Iteration 1F: 3 clusters Score -1321780 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1322087.875000 Penalty: 3006.700684
	Iteration 2F: 3 clusters Score -1322088 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1322345.125000 Penalty: 3006.700684
	Iteration 3F: 3 clusters Score -1322345 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1322557.875000 Penalty: 3006.700684
	Iteration 4Q: 3 clusters Score -1322558 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1322778.000000 Penalty: 3006.700684
	Iteration 5Q: 3 clusters Score -1322778 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1323007.625000 Penalty: 3006.700684
	Iteration 6Q: 3 clusters Score -1323008 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1323227.375000 Penalty: 3006.700684
	Iteration 7Q: 3 clusters Score -1323227 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1323474.500000 Penalty: 3006.700684
	Iteration 8Q: 3 clusters Score -1323474 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1323776.875000 Penalty: 3006.700684
	Iteration 9Q: 3 clusters Score -1323777 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1324123.750000 Penalty: 3006.700684
	Iteration 10Q: 3 clusters Score -1324124 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1324467.500000 Penalty: 3006.700684
	Iteration 11Q: 3 clusters Score -1324468 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1324765.250000 Penalty: 3006.700684
	Iteration 12Q: 3 clusters Score -1324765 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1324989.250000 Penalty: 3006.700684
	Iteration 13Q: 3 clusters Score -1324989 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1325113.625000 Penalty: 3006.700684
	Iteration 14Q: 3 clusters Score -1325114 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1325227.875000 Penalty: 3006.700684
	Iteration 15Q: 3 clusters Score -1325228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1325322.500000 Penalty: 3006.700684
	Iteration 16Q: 3 clusters Score -1325322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1325410.750000 Penalty: 3006.700684
	Iteration 17Q: 3 clusters Score -1325411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1325460.625000 Penalty: 3006.700684
	Iteration 18Q: 3 clusters Score -1325461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1325493.250000 Penalty: 3006.700684
	Iteration 19Q: 3 clusters Score -1325493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1325514.250000 Penalty: 3006.700684
	Iteration 20F: 3 clusters Score -1325514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1325532.500000 Penalty: 3006.700684
	Iteration 21Q: 3 clusters Score -1325532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1325539.750000 Penalty: 3006.700684
	Iteration 22Q: 3 clusters Score -1325540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1325544.750000 Penalty: 3006.700684
	Iteration 23Q: 3 clusters Score -1325545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1325548.375000 Penalty: 3006.700684
	Iteration 24Q: 3 clusters Score -1325548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1325557.750000 Penalty: 3006.700684
	Iteration 25Q: 3 clusters Score -1325558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1325562.250000 Penalty: 3006.700684
	Iteration 26Q: 3 clusters Score -1325562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1325575.250000 Penalty: 3006.700684
	Iteration 27Q: 3 clusters Score -1325575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1325578.750000 Penalty: 3006.700684
	Iteration 28Q: 3 clusters Score -1325579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1325584.125000 Penalty: 3006.700684
	Iteration 29Q: 3 clusters Score -1325584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1325587.250000 Penalty: 3006.700684
	Iteration 30Q: 3 clusters Score -1325587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1325589.250000 Penalty: 3006.700684
	Iteration 31Q: 3 clusters Score -1325589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1325589.750000 Penalty: 3006.700684
	Iteration 32Q: 3 clusters Score -1325590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1325590.250000 Penalty: 3006.700684
	Iteration 33Q: 3 clusters Score -1325590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1325589.125000 Penalty: 3006.700684
	Iteration 34Q: 3 clusters Score -1325589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1325591.125000 Penalty: 3006.700684
	Iteration 35Q: 3 clusters Score -1325591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1325591.125000 Penalty: 3006.700684
	Iteration 36F: 3 clusters Score -1325591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Entering Unmasked Estep 
Score: -3293234.000000 Penalty: 1648.661621
	Iteration 0F: 2 clusters Score -3293234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3276135.750000 Penalty: 3297.323242
	Iteration 0F: 3 clusters Score -3276136 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3282424.750000 Penalty: 3297.323242
	Iteration 1F: 3 clusters Score -3282425 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3282849.750000 Penalty: 3297.323242
	Iteration 2Q: 3 clusters Score -3282850 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3283277.000000 Penalty: 3297.323242
	Iteration 3Q: 3 clusters Score -3283277 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3283755.000000 Penalty: 3297.323242
	Iteration 4Q: 3 clusters Score -3283755 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -3284343.500000 Penalty: 3297.323242
	Iteration 5Q: 3 clusters Score -3284344 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3285054.750000 Penalty: 3297.323242
	Iteration 6Q: 3 clusters Score -3285055 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3285916.750000 Penalty: 3297.323242
	Iteration 7Q: 3 clusters Score -3285917 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3286835.250000 Penalty: 3297.323242
	Iteration 8F: 3 clusters Score -3286835 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3287774.250000 Penalty: 3297.323242
	Iteration 9Q: 3 clusters Score -3287774 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3288565.250000 Penalty: 3297.323242
	Iteration 10Q: 3 clusters Score -3288565 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3289130.000000 Penalty: 3297.323242
	Iteration 11Q: 3 clusters Score -3289130 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3289580.500000 Penalty: 3297.323242
	Iteration 12Q: 3 clusters Score -3289580 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3289892.750000 Penalty: 3297.323242
	Iteration 13Q: 3 clusters Score -3289893 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3290148.000000 Penalty: 3297.323242
	Iteration 14Q: 3 clusters Score -3290148 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3290359.000000 Penalty: 3297.323242
	Iteration 15Q: 3 clusters Score -3290359 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3290582.250000 Penalty: 3297.323242
	Iteration 16Q: 3 clusters Score -3290582 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3290743.750000 Penalty: 3297.323242
	Iteration 17Q: 3 clusters Score -3290744 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3290959.250000 Penalty: 3297.323242
	Iteration 18Q: 3 clusters Score -3290959 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3291105.750000 Penalty: 3297.323242
	Iteration 19Q: 3 clusters Score -3291106 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3291255.500000 Penalty: 3297.323242
	Iteration 20F: 3 clusters Score -3291256 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3291388.500000 Penalty: 3297.323242
	Iteration 21Q: 3 clusters Score -3291388 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3291491.000000 Penalty: 3297.323242
	Iteration 22Q: 3 clusters Score -3291491 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3291571.000000 Penalty: 3297.323242
	Iteration 23Q: 3 clusters Score -3291571 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3291625.750000 Penalty: 3297.323242
	Iteration 24Q: 3 clusters Score -3291626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3291677.750000 Penalty: 3297.323242
	Iteration 25Q: 3 clusters Score -3291678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3291696.000000 Penalty: 3297.323242
	Iteration 26Q: 3 clusters Score -3291696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3291720.750000 Penalty: 3297.323242
	Iteration 27Q: 3 clusters Score -3291721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3291753.250000 Penalty: 3297.323242
	Iteration 28Q: 3 clusters Score -3291753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3291766.000000 Penalty: 3297.323242
	Iteration 29Q: 3 clusters Score -3291766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3291782.500000 Penalty: 3297.323242
	Iteration 30Q: 3 clusters Score -3291782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3291791.250000 Penalty: 3297.323242
	Iteration 31Q: 3 clusters Score -3291791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3291809.250000 Penalty: 3297.323242
	Iteration 32Q: 3 clusters Score -3291809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3291818.500000 Penalty: 3297.323242
	Iteration 33Q: 3 clusters Score -3291818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3291819.750000 Penalty: 3297.323242
	Iteration 34Q: 3 clusters Score -3291820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3291829.250000 Penalty: 3297.323242
	Iteration 35Q: 3 clusters Score -3291829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3291838.750000 Penalty: 3297.323242
	Iteration 36Q: 3 clusters Score -3291839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3291842.500000 Penalty: 3297.323242
	Iteration 37Q: 3 clusters Score -3291842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3291841.500000 Penalty: 3297.323242
	Iteration 38Q: 3 clusters Score -3291842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3291843.000000 Penalty: 3297.323242
	Iteration 39Q: 3 clusters Score -3291843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3291846.750000 Penalty: 3297.323242
	Iteration 40F: 3 clusters Score -3291847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Entering Unmasked Estep 
Score: -1461572.750000 Penalty: 1521.036499
	Iteration 0F: 2 clusters Score -1461573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1453378.000000 Penalty: 3042.072998
	Iteration 0F: 3 clusters Score -1453378 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1456117.250000 Penalty: 3042.072998
	Iteration 1F: 3 clusters Score -1456117 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1456342.500000 Penalty: 3042.072998
	Iteration 2F: 3 clusters Score -1456342 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1456494.875000 Penalty: 3042.072998
	Iteration 3Q: 3 clusters Score -1456495 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1456612.500000 Penalty: 3042.072998
	Iteration 4Q: 3 clusters Score -1456612 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1456714.000000 Penalty: 3042.072998
	Iteration 5Q: 3 clusters Score -1456714 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1456783.375000 Penalty: 3042.072998
	Iteration 6Q: 3 clusters Score -1456783 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1456844.375000 Penalty: 3042.072998
	Iteration 7Q: 3 clusters Score -1456844 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1456895.625000 Penalty: 3042.072998
	Iteration 8Q: 3 clusters Score -1456896 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1456944.250000 Penalty: 3042.072998
	Iteration 9Q: 3 clusters Score -1456944 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1457006.375000 Penalty: 3042.072998
	Iteration 10Q: 3 clusters Score -1457006 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1457063.000000 Penalty: 3042.072998
	Iteration 11Q: 3 clusters Score -1457063 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1457118.875000 Penalty: 3042.072998
	Iteration 12Q: 3 clusters Score -1457119 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1457183.500000 Penalty: 3042.072998
	Iteration 13Q: 3 clusters Score -1457184 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1457261.125000 Penalty: 3042.072998
	Iteration 14Q: 3 clusters Score -1457261 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1457339.500000 Penalty: 3042.072998
	Iteration 15Q: 3 clusters Score -1457340 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1457427.500000 Penalty: 3042.072998
	Iteration 16Q: 3 clusters Score -1457428 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1457550.750000 Penalty: 3042.072998
	Iteration 17Q: 3 clusters Score -1457551 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1457699.375000 Penalty: 3042.072998
	Iteration 18Q: 3 clusters Score -1457699 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1457919.500000 Penalty: 3042.072998
	Iteration 19Q: 3 clusters Score -1457920 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1458180.000000 Penalty: 3042.072998
	Iteration 20F: 3 clusters Score -1458180 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1458462.250000 Penalty: 3042.072998
	Iteration 21Q: 3 clusters Score -1458462 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1458680.750000 Penalty: 3042.072998
	Iteration 22Q: 3 clusters Score -1458681 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1458824.375000 Penalty: 3042.072998
	Iteration 23Q: 3 clusters Score -1458824 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1458913.625000 Penalty: 3042.072998
	Iteration 24Q: 3 clusters Score -1458914 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1458955.500000 Penalty: 3042.072998
	Iteration 25Q: 3 clusters Score -1458956 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1458998.500000 Penalty: 3042.072998
	Iteration 26Q: 3 clusters Score -1458998 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1459022.000000 Penalty: 3042.072998
	Iteration 27Q: 3 clusters Score -1459022 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1459038.000000 Penalty: 3042.072998
	Iteration 28Q: 3 clusters Score -1459038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1459050.125000 Penalty: 3042.072998
	Iteration 29Q: 3 clusters Score -1459050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1459064.125000 Penalty: 3042.072998
	Iteration 30Q: 3 clusters Score -1459064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1459073.000000 Penalty: 3042.072998
	Iteration 31Q: 3 clusters Score -1459073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1459082.000000 Penalty: 3042.072998
	Iteration 32Q: 3 clusters Score -1459082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1459084.000000 Penalty: 3042.072998
	Iteration 33Q: 3 clusters Score -1459084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1459085.750000 Penalty: 3042.072998
	Iteration 34Q: 3 clusters Score -1459086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1459087.125000 Penalty: 3042.072998
	Iteration 35Q: 3 clusters Score -1459087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1459087.750000 Penalty: 3042.072998
	Iteration 36Q: 3 clusters Score -1459088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1459088.250000 Penalty: 3042.072998
	Iteration 37Q: 3 clusters Score -1459088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1459090.625000 Penalty: 3042.072998
	Iteration 38Q: 3 clusters Score -1459091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1459091.000000 Penalty: 3042.072998
	Iteration 39Q: 3 clusters Score -1459091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1459095.875000 Penalty: 3042.072998
	Iteration 40F: 3 clusters Score -1459096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1459098.625000 Penalty: 3042.072998
	Iteration 41Q: 3 clusters Score -1459099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1459097.750000 Penalty: 3042.072998
	Iteration 42Q: 3 clusters Score -1459098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1459101.500000 Penalty: 3042.072998
	Iteration 43Q: 3 clusters Score -1459102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1459100.500000 Penalty: 3042.072998
	Iteration 44Q: 3 clusters Score -1459100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1459099.250000 Penalty: 3042.072998
	Iteration 45Q: 3 clusters Score -1459099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1459100.375000 Penalty: 3042.072998
	Iteration 46Q: 3 clusters Score -1459100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1459105.250000 Penalty: 3042.072998
	Iteration 47Q: 3 clusters Score -1459105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1459104.375000 Penalty: 3042.072998
	Iteration 48Q: 3 clusters Score -1459104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1459107.000000 Penalty: 3042.072998
	Iteration 49Q: 3 clusters Score -1459107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1459109.250000 Penalty: 3042.072998
	Iteration 50Q: 3 clusters Score -1459109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1459110.625000 Penalty: 3042.072998
	Iteration 51Q: 3 clusters Score -1459111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1459113.750000 Penalty: 3042.072998
	Iteration 52Q: 3 clusters Score -1459114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1459116.500000 Penalty: 3042.072998
	Iteration 53Q: 3 clusters Score -1459116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1459122.375000 Penalty: 3042.072998
	Iteration 54Q: 3 clusters Score -1459122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1459133.375000 Penalty: 3042.072998
	Iteration 55Q: 3 clusters Score -1459133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1459138.250000 Penalty: 3042.072998
	Iteration 56Q: 3 clusters Score -1459138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1459139.500000 Penalty: 3042.072998
	Iteration 57Q: 3 clusters Score -1459140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1459141.625000 Penalty: 3042.072998
	Iteration 58Q: 3 clusters Score -1459142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1459148.500000 Penalty: 3042.072998
	Iteration 59Q: 3 clusters Score -1459148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1459157.750000 Penalty: 3042.072998
	Iteration 60F: 3 clusters Score -1459158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1459166.000000 Penalty: 3042.072998
	Iteration 61Q: 3 clusters Score -1459166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1459163.500000 Penalty: 3042.072998
	Iteration 62Q: 3 clusters Score -1459164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1459168.625000 Penalty: 3042.072998
	Iteration 63Q: 3 clusters Score -1459169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1459175.250000 Penalty: 3042.072998
	Iteration 64Q: 3 clusters Score -1459175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1459184.250000 Penalty: 3042.072998
	Iteration 65Q: 3 clusters Score -1459184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1459188.125000 Penalty: 3042.072998
	Iteration 66Q: 3 clusters Score -1459188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1459195.500000 Penalty: 3042.072998
	Iteration 67Q: 3 clusters Score -1459196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1459201.500000 Penalty: 3042.072998
	Iteration 68Q: 3 clusters Score -1459202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1459208.750000 Penalty: 3042.072998
	Iteration 69Q: 3 clusters Score -1459209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1459209.750000 Penalty: 3042.072998
	Iteration 70Q: 3 clusters Score -1459210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1459215.000000 Penalty: 3042.072998
	Iteration 71Q: 3 clusters Score -1459215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1459223.000000 Penalty: 3042.072998
	Iteration 72Q: 3 clusters Score -1459223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1459227.375000 Penalty: 3042.072998
	Iteration 73Q: 3 clusters Score -1459227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1459234.000000 Penalty: 3042.072998
	Iteration 74Q: 3 clusters Score -1459234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1459240.250000 Penalty: 3042.072998
	Iteration 75Q: 3 clusters Score -1459240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1459247.750000 Penalty: 3042.072998
	Iteration 76Q: 3 clusters Score -1459248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1459252.000000 Penalty: 3042.072998
	Iteration 77Q: 3 clusters Score -1459252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1459257.250000 Penalty: 3042.072998
	Iteration 78Q: 3 clusters Score -1459257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1459267.000000 Penalty: 3042.072998
	Iteration 79Q: 3 clusters Score -1459267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1459274.750000 Penalty: 3042.072998
	Iteration 80F: 3 clusters Score -1459275 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1459291.125000 Penalty: 3042.072998
	Iteration 81Q: 3 clusters Score -1459291 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1459303.375000 Penalty: 3042.072998
	Iteration 82Q: 3 clusters Score -1459303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1459321.625000 Penalty: 3042.072998
	Iteration 83Q: 3 clusters Score -1459322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1459333.625000 Penalty: 3042.072998
	Iteration 84Q: 3 clusters Score -1459334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1459347.875000 Penalty: 3042.072998
	Iteration 85Q: 3 clusters Score -1459348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1459364.875000 Penalty: 3042.072998
	Iteration 86Q: 3 clusters Score -1459365 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1459394.125000 Penalty: 3042.072998
	Iteration 87Q: 3 clusters Score -1459394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1459417.125000 Penalty: 3042.072998
	Iteration 88Q: 3 clusters Score -1459417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1459439.250000 Penalty: 3042.072998
	Iteration 89Q: 3 clusters Score -1459439 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1459473.875000 Penalty: 3042.072998
	Iteration 90Q: 3 clusters Score -1459474 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1459506.250000 Penalty: 3042.072998
	Iteration 91Q: 3 clusters Score -1459506 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1459536.375000 Penalty: 3042.072998
	Iteration 92Q: 3 clusters Score -1459536 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1459580.375000 Penalty: 3042.072998
	Iteration 93Q: 3 clusters Score -1459580 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1459625.125000 Penalty: 3042.072998
	Iteration 94Q: 3 clusters Score -1459625 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1459668.125000 Penalty: 3042.072998
	Iteration 95Q: 3 clusters Score -1459668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1459702.375000 Penalty: 3042.072998
	Iteration 96Q: 3 clusters Score -1459702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1459731.500000 Penalty: 3042.072998
	Iteration 97Q: 3 clusters Score -1459732 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1459769.500000 Penalty: 3042.072998
	Iteration 98Q: 3 clusters Score -1459770 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1459807.500000 Penalty: 3042.072998
	Iteration 99Q: 3 clusters Score -1459808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1459851.250000 Penalty: 3042.072998
	Iteration 100F: 3 clusters Score -1459851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1459892.875000 Penalty: 3042.072998
	Iteration 101Q: 3 clusters Score -1459893 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1459928.875000 Penalty: 3042.072998
	Iteration 102Q: 3 clusters Score -1459929 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1459952.375000 Penalty: 3042.072998
	Iteration 103Q: 3 clusters Score -1459952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1459982.125000 Penalty: 3042.072998
	Iteration 104Q: 3 clusters Score -1459982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1460005.000000 Penalty: 3042.072998
	Iteration 105Q: 3 clusters Score -1460005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1460024.750000 Penalty: 3042.072998
	Iteration 106Q: 3 clusters Score -1460025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1460042.000000 Penalty: 3042.072998
	Iteration 107Q: 3 clusters Score -1460042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1460058.000000 Penalty: 3042.072998
	Iteration 108Q: 3 clusters Score -1460058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1460076.750000 Penalty: 3042.072998
	Iteration 109Q: 3 clusters Score -1460077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1460095.500000 Penalty: 3042.072998
	Iteration 110Q: 3 clusters Score -1460096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1460107.375000 Penalty: 3042.072998
	Iteration 111Q: 3 clusters Score -1460107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1460115.750000 Penalty: 3042.072998
	Iteration 112Q: 3 clusters Score -1460116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1460124.500000 Penalty: 3042.072998
	Iteration 113Q: 3 clusters Score -1460124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1460129.250000 Penalty: 3042.072998
	Iteration 114Q: 3 clusters Score -1460129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1460132.375000 Penalty: 3042.072998
	Iteration 115Q: 3 clusters Score -1460132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1460138.375000 Penalty: 3042.072998
	Iteration 116Q: 3 clusters Score -1460138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1460145.750000 Penalty: 3042.072998
	Iteration 117Q: 3 clusters Score -1460146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1460145.250000 Penalty: 3042.072998
	Iteration 118Q: 3 clusters Score -1460145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1460153.875000 Penalty: 3042.072998
	Iteration 119Q: 3 clusters Score -1460154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1460157.500000 Penalty: 3042.072998
	Iteration 120F: 3 clusters Score -1460158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1460160.625000 Penalty: 3042.072998
	Iteration 121Q: 3 clusters Score -1460161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1460170.125000 Penalty: 3042.072998
	Iteration 122Q: 3 clusters Score -1460170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1460180.000000 Penalty: 3042.072998
	Iteration 123Q: 3 clusters Score -1460180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1460182.125000 Penalty: 3042.072998
	Iteration 124Q: 3 clusters Score -1460182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1460186.500000 Penalty: 3042.072998
	Iteration 125Q: 3 clusters Score -1460186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1460190.125000 Penalty: 3042.072998
	Iteration 126Q: 3 clusters Score -1460190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1460193.250000 Penalty: 3042.072998
	Iteration 127Q: 3 clusters Score -1460193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1460197.125000 Penalty: 3042.072998
	Iteration 128Q: 3 clusters Score -1460197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1460201.125000 Penalty: 3042.072998
	Iteration 129Q: 3 clusters Score -1460201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1460201.875000 Penalty: 3042.072998
	Iteration 130Q: 3 clusters Score -1460202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1460204.500000 Penalty: 3042.072998
	Iteration 131Q: 3 clusters Score -1460204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1460206.750000 Penalty: 3042.072998
	Iteration 132Q: 3 clusters Score -1460207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1460204.750000 Penalty: 3042.072998
	Iteration 133Q: 3 clusters Score -1460205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1460208.625000 Penalty: 3042.072998
	Iteration 134Q: 3 clusters Score -1460209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1460208.500000 Penalty: 3042.072998
	Iteration 135Q: 3 clusters Score -1460208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1460208.500000 Penalty: 3042.072998
	Iteration 136F: 3 clusters Score -1460208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Entering Unmasked Estep 
Score: -4112140.750000 Penalty: 1684.964600
	Iteration 0F: 2 clusters Score -4112141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4090747.250000 Penalty: 3369.929199
	Iteration 0F: 3 clusters Score -4090747 nChanged 14724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4098828.250000 Penalty: 3369.929199
	Iteration 1F: 3 clusters Score -4098828 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4099178.750000 Penalty: 3369.929199
	Iteration 2Q: 3 clusters Score -4099179 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -4099613.250000 Penalty: 3369.929199
	Iteration 3Q: 3 clusters Score -4099613 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -4100192.750000 Penalty: 3369.929199
	Iteration 4Q: 3 clusters Score -4100193 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4101036.750000 Penalty: 3369.929199
	Iteration 5F: 3 clusters Score -4101037 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -4102383.250000 Penalty: 3369.929199
	Iteration 6F: 3 clusters Score -4102383 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4104348.250000 Penalty: 3369.929199
	Iteration 7F: 3 clusters Score -4104348 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4106654.500000 Penalty: 3369.929199
	Iteration 8F: 3 clusters Score -4106654 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4108545.500000 Penalty: 3369.929199
	Iteration 9F: 3 clusters Score -4108546 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4109732.250000 Penalty: 3369.929199
	Iteration 10Q: 3 clusters Score -4109732 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4110252.750000 Penalty: 3369.929199
	Iteration 11Q: 3 clusters Score -4110253 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4110444.250000 Penalty: 3369.929199
	Iteration 12Q: 3 clusters Score -4110444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4110536.250000 Penalty: 3369.929199
	Iteration 13Q: 3 clusters Score -4110536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4110588.750000 Penalty: 3369.929199
	Iteration 14Q: 3 clusters Score -4110589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4110615.250000 Penalty: 3369.929199
	Iteration 15Q: 3 clusters Score -4110615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4110635.250000 Penalty: 3369.929199
	Iteration 16Q: 3 clusters Score -4110635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4110647.750000 Penalty: 3369.929199
	Iteration 17Q: 3 clusters Score -4110648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4110655.000000 Penalty: 3369.929199
	Iteration 18Q: 3 clusters Score -4110655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4110663.750000 Penalty: 3369.929199
	Iteration 19Q: 3 clusters Score -4110664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4110671.000000 Penalty: 3369.929199
	Iteration 20F: 3 clusters Score -4110671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4110675.500000 Penalty: 3369.929199
	Iteration 21Q: 3 clusters Score -4110676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4110679.250000 Penalty: 3369.929199
	Iteration 22Q: 3 clusters Score -4110679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4110688.000000 Penalty: 3369.929199
	Iteration 23Q: 3 clusters Score -4110688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4110692.000000 Penalty: 3369.929199
	Iteration 24Q: 3 clusters Score -4110692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4110695.500000 Penalty: 3369.929199
	Iteration 25Q: 3 clusters Score -4110696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4110695.750000 Penalty: 3369.929199
	Iteration 26Q: 3 clusters Score -4110696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4110697.750000 Penalty: 3369.929199
	Iteration 27Q: 3 clusters Score -4110698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4110706.500000 Penalty: 3369.929199
	Iteration 28Q: 3 clusters Score -4110706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4110713.250000 Penalty: 3369.929199
	Iteration 29Q: 3 clusters Score -4110713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4110717.000000 Penalty: 3369.929199
	Iteration 30Q: 3 clusters Score -4110717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4110717.000000 Penalty: 3369.929199
	Iteration 31F: 3 clusters Score -4110717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -27211.070312 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -27211.07 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 131 members 
Entering Unmasked Estep 
Score: -26541.373047 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -26541.37 nChanged 67
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: -26898.398438 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -26898.4 nChanged 20
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: -27008.550781 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -27008.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -27047.896484 Penalty: 1805.969116
	Iteration 3Q: 3 clusters Score -27047.9 nChanged 1
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: -27051.775391 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -27051.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -27055.888672 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -27055.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -27055.888672 Penalty: 1805.969116
	Iteration 6F: 3 clusters Score -27055.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Entering Unmasked Estep 
Score: -10469455.000000 Penalty: 1837.145020
	Iteration 0F: 2 clusters Score -1.046946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -10416460.000000 Penalty: 3674.290039
	Iteration 0F: 3 clusters Score -1.041646e+07 nChanged 38881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -10438582.000000 Penalty: 3674.290039
	Iteration 1F: 3 clusters Score -1.043858e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -10439074.000000 Penalty: 3674.290039
	Iteration 2Q: 3 clusters Score -1.043907e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -10439583.000000 Penalty: 3674.290039
	Iteration 3Q: 3 clusters Score -1.043958e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -10440126.000000 Penalty: 3674.290039
	Iteration 4Q: 3 clusters Score -1.044013e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -10440708.000000 Penalty: 3674.290039
	Iteration 5Q: 3 clusters Score -1.044071e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -10441459.000000 Penalty: 3674.290039
	Iteration 6Q: 3 clusters Score -1.044146e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -10442593.000000 Penalty: 3674.290039
	Iteration 7Q: 3 clusters Score -1.044259e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -10444451.000000 Penalty: 3674.290039
	Iteration 8Q: 3 clusters Score -1.044445e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -10447112.000000 Penalty: 3674.290039
	Iteration 9F: 3 clusters Score -1.044711e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -10450741.000000 Penalty: 3674.290039
	Iteration 10F: 3 clusters Score -1.045074e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -10453420.000000 Penalty: 3674.290039
	Iteration 11F: 3 clusters Score -1.045342e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -10454517.000000 Penalty: 3674.290039
	Iteration 12Q: 3 clusters Score -1.045452e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -10455013.000000 Penalty: 3674.290039
	Iteration 13Q: 3 clusters Score -1.045501e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -10455183.000000 Penalty: 3674.290039
	Iteration 14Q: 3 clusters Score -1.045518e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -10455414.000000 Penalty: 3674.290039
	Iteration 15Q: 3 clusters Score -1.045541e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -10455659.000000 Penalty: 3674.290039
	Iteration 16Q: 3 clusters Score -1.045566e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -10455900.000000 Penalty: 3674.290039
	Iteration 17Q: 3 clusters Score -1.04559e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -10456099.000000 Penalty: 3674.290039
	Iteration 18Q: 3 clusters Score -1.04561e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -10456430.000000 Penalty: 3674.290039
	Iteration 19Q: 3 clusters Score -1.045643e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -10456765.000000 Penalty: 3674.290039
	Iteration 20F: 3 clusters Score -1.045676e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -10457140.000000 Penalty: 3674.290039
	Iteration 21Q: 3 clusters Score -1.045714e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -10457593.000000 Penalty: 3674.290039
	Iteration 22Q: 3 clusters Score -1.045759e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -10458066.000000 Penalty: 3674.290039
	Iteration 23Q: 3 clusters Score -1.045807e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -10458709.000000 Penalty: 3674.290039
	Iteration 24Q: 3 clusters Score -1.045871e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -10459428.000000 Penalty: 3674.290039
	Iteration 25Q: 3 clusters Score -1.045943e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -10460218.000000 Penalty: 3674.290039
	Iteration 26Q: 3 clusters Score -1.046022e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -10461111.000000 Penalty: 3674.290039
	Iteration 27Q: 3 clusters Score -1.046111e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -10462134.000000 Penalty: 3674.290039
	Iteration 28Q: 3 clusters Score -1.046213e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -10463242.000000 Penalty: 3674.290039
	Iteration 29Q: 3 clusters Score -1.046324e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -10464355.000000 Penalty: 3674.290039
	Iteration 30Q: 3 clusters Score -1.046436e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -10465317.000000 Penalty: 3674.290039
	Iteration 31Q: 3 clusters Score -1.046532e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 78191 members 
Entering Unmasked Estep 
Score: -10466089.000000 Penalty: 3674.290039
	Iteration 32Q: 3 clusters Score -1.046609e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -10466714.000000 Penalty: 3674.290039
	Iteration 33Q: 3 clusters Score -1.046671e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -10467237.000000 Penalty: 3674.290039
	Iteration 34Q: 3 clusters Score -1.046724e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -10467571.000000 Penalty: 3674.290039
	Iteration 35Q: 3 clusters Score -1.046757e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -10467707.000000 Penalty: 3674.290039
	Iteration 36Q: 3 clusters Score -1.046771e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -10467821.000000 Penalty: 3674.290039
	Iteration 37Q: 3 clusters Score -1.046782e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -10467863.000000 Penalty: 3674.290039
	Iteration 38Q: 3 clusters Score -1.046786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -10467898.000000 Penalty: 3674.290039
	Iteration 39Q: 3 clusters Score -1.04679e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -10467918.000000 Penalty: 3674.290039
	Iteration 40F: 3 clusters Score -1.046792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -10467934.000000 Penalty: 3674.290039
	Iteration 41Q: 3 clusters Score -1.046793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -10467940.000000 Penalty: 3674.290039
	Iteration 42Q: 3 clusters Score -1.046794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -10467943.000000 Penalty: 3674.290039
	Iteration 43Q: 3 clusters Score -1.046794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -10467942.000000 Penalty: 3674.290039
	Iteration 44Q: 3 clusters Score -1.046794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -10467945.000000 Penalty: 3674.290039
	Iteration 45Q: 3 clusters Score -1.046794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -10467948.000000 Penalty: 3674.290039
	Iteration 46Q: 3 clusters Score -1.046795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -10467955.000000 Penalty: 3674.290039
	Iteration 47Q: 3 clusters Score -1.046796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -10467961.000000 Penalty: 3674.290039
	Iteration 48Q: 3 clusters Score -1.046796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -10467959.000000 Penalty: 3674.290039
	Iteration 49Q: 3 clusters Score -1.046796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -10467961.000000 Penalty: 3674.290039
	Iteration 50Q: 3 clusters Score -1.046796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -10467957.000000 Penalty: 3674.290039
	Iteration 51Q: 3 clusters Score -1.046796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -10467957.000000 Penalty: 3674.290039
	Iteration 52F: 3 clusters Score -1.046796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (95930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95930 members 
Entering Unmasked Estep 
Score: -12299612.000000 Penalty: 1864.098389
	Iteration 0F: 2 clusters Score -1.229961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -12237193.000000 Penalty: 3728.196777
	Iteration 0F: 3 clusters Score -1.223719e+07 nChanged 45876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -12263442.000000 Penalty: 3728.196777
	Iteration 1F: 3 clusters Score -1.226344e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -12263954.000000 Penalty: 3728.196777
	Iteration 2Q: 3 clusters Score -1.226395e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -12264687.000000 Penalty: 3728.196777
	Iteration 3Q: 3 clusters Score -1.226469e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -12265581.000000 Penalty: 3728.196777
	Iteration 4Q: 3 clusters Score -1.226558e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -12267154.000000 Penalty: 3728.196777
	Iteration 5Q: 3 clusters Score -1.226715e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -12269751.000000 Penalty: 3728.196777
	Iteration 6Q: 3 clusters Score -1.226975e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -12273760.000000 Penalty: 3728.196777
	Iteration 7F: 3 clusters Score -1.227376e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -12278436.000000 Penalty: 3728.196777
	Iteration 8F: 3 clusters Score -1.227844e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -12282303.000000 Penalty: 3728.196777
	Iteration 9F: 3 clusters Score -1.22823e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -12284447.000000 Penalty: 3728.196777
	Iteration 10Q: 3 clusters Score -1.228445e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -12285379.000000 Penalty: 3728.196777
	Iteration 11Q: 3 clusters Score -1.228538e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -12285763.000000 Penalty: 3728.196777
	Iteration 12Q: 3 clusters Score -1.228576e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -12286013.000000 Penalty: 3728.196777
	Iteration 13Q: 3 clusters Score -1.228601e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -12286311.000000 Penalty: 3728.196777
	Iteration 14Q: 3 clusters Score -1.228631e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -12286605.000000 Penalty: 3728.196777
	Iteration 15Q: 3 clusters Score -1.22866e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -12286861.000000 Penalty: 3728.196777
	Iteration 16Q: 3 clusters Score -1.228686e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -12287115.000000 Penalty: 3728.196777
	Iteration 17Q: 3 clusters Score -1.228712e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -12287486.000000 Penalty: 3728.196777
	Iteration 18Q: 3 clusters Score -1.228749e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -12287779.000000 Penalty: 3728.196777
	Iteration 19Q: 3 clusters Score -1.228778e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -12288030.000000 Penalty: 3728.196777
	Iteration 20F: 3 clusters Score -1.228803e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -12288515.000000 Penalty: 3728.196777
	Iteration 21Q: 3 clusters Score -1.228852e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -12288911.000000 Penalty: 3728.196777
	Iteration 22Q: 3 clusters Score -1.228891e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -12289354.000000 Penalty: 3728.196777
	Iteration 23Q: 3 clusters Score -1.228935e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -12289932.000000 Penalty: 3728.196777
	Iteration 24Q: 3 clusters Score -1.228993e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -12290567.000000 Penalty: 3728.196777
	Iteration 25Q: 3 clusters Score -1.229057e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -12291168.000000 Penalty: 3728.196777
	Iteration 26Q: 3 clusters Score -1.229117e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -12291795.000000 Penalty: 3728.196777
	Iteration 27Q: 3 clusters Score -1.22918e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -12292449.000000 Penalty: 3728.196777
	Iteration 28Q: 3 clusters Score -1.229245e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -12293199.000000 Penalty: 3728.196777
	Iteration 29Q: 3 clusters Score -1.22932e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -12293974.000000 Penalty: 3728.196777
	Iteration 30Q: 3 clusters Score -1.229397e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -12294773.000000 Penalty: 3728.196777
	Iteration 31Q: 3 clusters Score -1.229477e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -12295393.000000 Penalty: 3728.196777
	Iteration 32Q: 3 clusters Score -1.229539e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -12295951.000000 Penalty: 3728.196777
	Iteration 33Q: 3 clusters Score -1.229595e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -12296458.000000 Penalty: 3728.196777
	Iteration 34Q: 3 clusters Score -1.229646e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -12296780.000000 Penalty: 3728.196777
	Iteration 35Q: 3 clusters Score -1.229678e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12297097.000000 Penalty: 3728.196777
	Iteration 36Q: 3 clusters Score -1.22971e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12297273.000000 Penalty: 3728.196777
	Iteration 37Q: 3 clusters Score -1.229727e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94516 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12297433.000000 Penalty: 3728.196777
	Iteration 38Q: 3 clusters Score -1.229743e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -12297539.000000 Penalty: 3728.196777
	Iteration 39Q: 3 clusters Score -1.229754e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94855 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12297641.000000 Penalty: 3728.196777
	Iteration 40F: 3 clusters Score -1.229764e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -12297707.000000 Penalty: 3728.196777
	Iteration 41Q: 3 clusters Score -1.229771e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12297774.000000 Penalty: 3728.196777
	Iteration 42Q: 3 clusters Score -1.229777e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12297824.000000 Penalty: 3728.196777
	Iteration 43Q: 3 clusters Score -1.229782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12297867.000000 Penalty: 3728.196777
	Iteration 44Q: 3 clusters Score -1.229787e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95239 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12297906.000000 Penalty: 3728.196777
	Iteration 45Q: 3 clusters Score -1.229791e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12297932.000000 Penalty: 3728.196777
	Iteration 46Q: 3 clusters Score -1.229793e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12297939.000000 Penalty: 3728.196777
	Iteration 47Q: 3 clusters Score -1.229794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12297955.000000 Penalty: 3728.196777
	Iteration 48Q: 3 clusters Score -1.229796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12297969.000000 Penalty: 3728.196777
	Iteration 49Q: 3 clusters Score -1.229797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12297984.000000 Penalty: 3728.196777
	Iteration 50Q: 3 clusters Score -1.229798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12297999.000000 Penalty: 3728.196777
	Iteration 51Q: 3 clusters Score -1.2298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95413 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12298010.000000 Penalty: 3728.196777
	Iteration 52Q: 3 clusters Score -1.229801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12298012.000000 Penalty: 3728.196777
	Iteration 53Q: 3 clusters Score -1.229801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12298015.000000 Penalty: 3728.196777
	Iteration 54Q: 3 clusters Score -1.229802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12298014.000000 Penalty: 3728.196777
	Iteration 55Q: 3 clusters Score -1.229801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95426 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12298013.000000 Penalty: 3728.196777
	Iteration 56Q: 3 clusters Score -1.229801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95426 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12298010.000000 Penalty: 3728.196777
	Iteration 57Q: 3 clusters Score -1.229801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12298009.000000 Penalty: 3728.196777
	Iteration 58Q: 3 clusters Score -1.229801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12298009.000000 Penalty: 3728.196777
	Iteration 59F: 3 clusters Score -1.229801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Entering Unmasked Estep 
Score: -10687916.000000 Penalty: 1840.882812
	Iteration 0F: 2 clusters Score -1.068792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -10633194.000000 Penalty: 3681.765625
	Iteration 0F: 3 clusters Score -1.063319e+07 nChanged 39567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -10656514.000000 Penalty: 3681.765625
	Iteration 1F: 3 clusters Score -1.065651e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -10657651.000000 Penalty: 3681.765625
	Iteration 2Q: 3 clusters Score -1.065765e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -10659156.000000 Penalty: 3681.765625
	Iteration 3Q: 3 clusters Score -1.065916e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -10661361.000000 Penalty: 3681.765625
	Iteration 4F: 3 clusters Score -1.066136e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -10664245.000000 Penalty: 3681.765625
	Iteration 5F: 3 clusters Score -1.066424e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -10668054.000000 Penalty: 3681.765625
	Iteration 6F: 3 clusters Score -1.066805e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -10672324.000000 Penalty: 3681.765625
	Iteration 7F: 3 clusters Score -1.067232e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -10676170.000000 Penalty: 3681.765625
	Iteration 8F: 3 clusters Score -1.067617e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -10679007.000000 Penalty: 3681.765625
	Iteration 9Q: 3 clusters Score -1.067901e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -10680559.000000 Penalty: 3681.765625
	Iteration 10Q: 3 clusters Score -1.068056e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -10681413.000000 Penalty: 3681.765625
	Iteration 11Q: 3 clusters Score -1.068141e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -10681943.000000 Penalty: 3681.765625
	Iteration 12Q: 3 clusters Score -1.068194e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -10682423.000000 Penalty: 3681.765625
	Iteration 13Q: 3 clusters Score -1.068242e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -10682800.000000 Penalty: 3681.765625
	Iteration 14Q: 3 clusters Score -1.06828e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -10683203.000000 Penalty: 3681.765625
	Iteration 15Q: 3 clusters Score -1.06832e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -10683518.000000 Penalty: 3681.765625
	Iteration 16Q: 3 clusters Score -1.068352e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -10683796.000000 Penalty: 3681.765625
	Iteration 17Q: 3 clusters Score -1.06838e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -10684093.000000 Penalty: 3681.765625
	Iteration 18Q: 3 clusters Score -1.068409e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -10684368.000000 Penalty: 3681.765625
	Iteration 19Q: 3 clusters Score -1.068437e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -10684607.000000 Penalty: 3681.765625
	Iteration 20F: 3 clusters Score -1.068461e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -10684868.000000 Penalty: 3681.765625
	Iteration 21Q: 3 clusters Score -1.068487e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -10685053.000000 Penalty: 3681.765625
	Iteration 22Q: 3 clusters Score -1.068505e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -10685265.000000 Penalty: 3681.765625
	Iteration 23Q: 3 clusters Score -1.068526e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -10685460.000000 Penalty: 3681.765625
	Iteration 24Q: 3 clusters Score -1.068546e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -10685629.000000 Penalty: 3681.765625
	Iteration 25Q: 3 clusters Score -1.068563e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -10685758.000000 Penalty: 3681.765625
	Iteration 26Q: 3 clusters Score -1.068576e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -10685840.000000 Penalty: 3681.765625
	Iteration 27Q: 3 clusters Score -1.068584e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -10685938.000000 Penalty: 3681.765625
	Iteration 28Q: 3 clusters Score -1.068594e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -10685997.000000 Penalty: 3681.765625
	Iteration 29Q: 3 clusters Score -1.0686e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -10686070.000000 Penalty: 3681.765625
	Iteration 30Q: 3 clusters Score -1.068607e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -10686146.000000 Penalty: 3681.765625
	Iteration 31Q: 3 clusters Score -1.068615e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -10686191.000000 Penalty: 3681.765625
	Iteration 32Q: 3 clusters Score -1.068619e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -10686190.000000 Penalty: 3681.765625
	Iteration 33Q: 3 clusters Score -1.068619e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
Score: -10686206.000000 Penalty: 3681.765625
	Iteration 34Q: 3 clusters Score -1.068621e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -10686223.000000 Penalty: 3681.765625
	Iteration 35Q: 3 clusters Score -1.068622e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -10686225.000000 Penalty: 3681.765625
	Iteration 36Q: 3 clusters Score -1.068622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -10686247.000000 Penalty: 3681.765625
	Iteration 37Q: 3 clusters Score -1.068625e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -10686268.000000 Penalty: 3681.765625
	Iteration 38Q: 3 clusters Score -1.068627e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -10686285.000000 Penalty: 3681.765625
	Iteration 39Q: 3 clusters Score -1.068628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -10686294.000000 Penalty: 3681.765625
	Iteration 40F: 3 clusters Score -1.068629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -10686316.000000 Penalty: 3681.765625
	Iteration 41Q: 3 clusters Score -1.068632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -10686331.000000 Penalty: 3681.765625
	Iteration 42Q: 3 clusters Score -1.068633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -10686338.000000 Penalty: 3681.765625
	Iteration 43Q: 3 clusters Score -1.068634e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -10686347.000000 Penalty: 3681.765625
	Iteration 44Q: 3 clusters Score -1.068635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -10686346.000000 Penalty: 3681.765625
	Iteration 45Q: 3 clusters Score -1.068635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -10686365.000000 Penalty: 3681.765625
	Iteration 46Q: 3 clusters Score -1.068636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -10686379.000000 Penalty: 3681.765625
	Iteration 47Q: 3 clusters Score -1.068638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -10686381.000000 Penalty: 3681.765625
	Iteration 48Q: 3 clusters Score -1.068638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -10686377.000000 Penalty: 3681.765625
	Iteration 49Q: 3 clusters Score -1.068638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -10686368.000000 Penalty: 3681.765625
	Iteration 50Q: 3 clusters Score -1.068637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -10686366.000000 Penalty: 3681.765625
	Iteration 51Q: 3 clusters Score -1.068637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -10686363.000000 Penalty: 3681.765625
	Iteration 52Q: 3 clusters Score -1.068636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -10686372.000000 Penalty: 3681.765625
	Iteration 53Q: 3 clusters Score -1.068637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -10686371.000000 Penalty: 3681.765625
	Iteration 54Q: 3 clusters Score -1.068637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -10686377.000000 Penalty: 3681.765625
	Iteration 55Q: 3 clusters Score -1.068638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -10686376.000000 Penalty: 3681.765625
	Iteration 56Q: 3 clusters Score -1.068638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -10686381.000000 Penalty: 3681.765625
	Iteration 57Q: 3 clusters Score -1.068638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -10686386.000000 Penalty: 3681.765625
	Iteration 58Q: 3 clusters Score -1.068639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -10686390.000000 Penalty: 3681.765625
	Iteration 59Q: 3 clusters Score -1.068639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -10686399.000000 Penalty: 3681.765625
	Iteration 60F: 3 clusters Score -1.06864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -10686400.000000 Penalty: 3681.765625
	Iteration 61Q: 3 clusters Score -1.06864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -10686398.000000 Penalty: 3681.765625
	Iteration 62Q: 3 clusters Score -1.06864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -10686392.000000 Penalty: 3681.765625
	Iteration 63Q: 3 clusters Score -1.068639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -10686398.000000 Penalty: 3681.765625
	Iteration 64Q: 3 clusters Score -1.06864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
Score: -10686404.000000 Penalty: 3681.765625
	Iteration 65Q: 3 clusters Score -1.06864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 82681 members 
Entering Unmasked Estep 
Score: -10686403.000000 Penalty: 3681.765625
	Iteration 66Q: 3 clusters Score -1.06864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -10686399.000000 Penalty: 3681.765625
	Iteration 67Q: 3 clusters Score -1.06864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -10686407.000000 Penalty: 3681.765625
	Iteration 68Q: 3 clusters Score -1.068641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -10686413.000000 Penalty: 3681.765625
	Iteration 69Q: 3 clusters Score -1.068641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -10686412.000000 Penalty: 3681.765625
	Iteration 70Q: 3 clusters Score -1.068641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -10686414.000000 Penalty: 3681.765625
	Iteration 71Q: 3 clusters Score -1.068641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -10686420.000000 Penalty: 3681.765625
	Iteration 72Q: 3 clusters Score -1.068642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -10686413.000000 Penalty: 3681.765625
	Iteration 73Q: 3 clusters Score -1.068641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -10686412.000000 Penalty: 3681.765625
	Iteration 74Q: 3 clusters Score -1.068641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -10686424.000000 Penalty: 3681.765625
	Iteration 75Q: 3 clusters Score -1.068642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -10686420.000000 Penalty: 3681.765625
	Iteration 76Q: 3 clusters Score -1.068642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -10686414.000000 Penalty: 3681.765625
	Iteration 77Q: 3 clusters Score -1.068641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -10686414.000000 Penalty: 3681.765625
	Iteration 78F: 3 clusters Score -1.068641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Entering Unmasked Estep 
Score: -12563790.000000 Penalty: 1867.155640
	Iteration 0F: 2 clusters Score -1.256379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -12501559.000000 Penalty: 3734.311279
	Iteration 0F: 3 clusters Score -1.250156e+07 nChanged 46723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -12528638.000000 Penalty: 3734.311279
	Iteration 1F: 3 clusters Score -1.252864e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -12529124.000000 Penalty: 3734.311279
	Iteration 2Q: 3 clusters Score -1.252912e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -12529695.000000 Penalty: 3734.311279
	Iteration 3Q: 3 clusters Score -1.25297e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -12530316.000000 Penalty: 3734.311279
	Iteration 4Q: 3 clusters Score -1.253032e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -12531189.000000 Penalty: 3734.311279
	Iteration 5Q: 3 clusters Score -1.253119e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -12532352.000000 Penalty: 3734.311279
	Iteration 6Q: 3 clusters Score -1.253235e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -12534034.000000 Penalty: 3734.311279
	Iteration 7Q: 3 clusters Score -1.253403e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -12536387.000000 Penalty: 3734.311279
	Iteration 8F: 3 clusters Score -1.253639e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -12539847.000000 Penalty: 3734.311279
	Iteration 9F: 3 clusters Score -1.253985e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -12544514.000000 Penalty: 3734.311279
	Iteration 10F: 3 clusters Score -1.254451e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -12549522.000000 Penalty: 3734.311279
	Iteration 11F: 3 clusters Score -1.254952e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -12554433.000000 Penalty: 3734.311279
	Iteration 12F: 3 clusters Score -1.255443e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -12558340.000000 Penalty: 3734.311279
	Iteration 13Q: 3 clusters Score -1.255834e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -12560571.000000 Penalty: 3734.311279
	Iteration 14Q: 3 clusters Score -1.256057e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -12561774.000000 Penalty: 3734.311279
	Iteration 15Q: 3 clusters Score -1.256177e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -12562404.000000 Penalty: 3734.311279
	Iteration 16Q: 3 clusters Score -1.25624e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -12562735.000000 Penalty: 3734.311279
	Iteration 17Q: 3 clusters Score -1.256274e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -12562910.000000 Penalty: 3734.311279
	Iteration 18Q: 3 clusters Score -1.256291e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95945 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -12562948.000000 Penalty: 3734.311279
	Iteration 19Q: 3 clusters Score -1.256295e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95986 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12563031.000000 Penalty: 3734.311279
	Iteration 20F: 3 clusters Score -1.256303e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12563075.000000 Penalty: 3734.311279
	Iteration 21Q: 3 clusters Score -1.256308e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -12563070.000000 Penalty: 3734.311279
	Iteration 22Q: 3 clusters Score -1.256307e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -12563101.000000 Penalty: 3734.311279
	Iteration 23Q: 3 clusters Score -1.25631e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -12563134.000000 Penalty: 3734.311279
	Iteration 24Q: 3 clusters Score -1.256313e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -12563151.000000 Penalty: 3734.311279
	Iteration 25Q: 3 clusters Score -1.256315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -12563158.000000 Penalty: 3734.311279
	Iteration 26Q: 3 clusters Score -1.256316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -12563159.000000 Penalty: 3734.311279
	Iteration 27Q: 3 clusters Score -1.256316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -12563158.000000 Penalty: 3734.311279
	Iteration 28Q: 3 clusters Score -1.256316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -12563156.000000 Penalty: 3734.311279
	Iteration 29Q: 3 clusters Score -1.256316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -12563158.000000 Penalty: 3734.311279
	Iteration 30Q: 3 clusters Score -1.256316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12563161.000000 Penalty: 3734.311279
	Iteration 31Q: 3 clusters Score -1.256316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12563152.000000 Penalty: 3734.311279
	Iteration 32Q: 3 clusters Score -1.256315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12563161.000000 Penalty: 3734.311279
	Iteration 33Q: 3 clusters Score -1.256316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96122 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -12563160.000000 Penalty: 3734.311279
	Iteration 34Q: 3 clusters Score -1.256316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -12563163.000000 Penalty: 3734.311279
	Iteration 35Q: 3 clusters Score -1.256316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96135 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12563181.000000 Penalty: 3734.311279
	Iteration 36Q: 3 clusters Score -1.256318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96135 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12563182.000000 Penalty: 3734.311279
	Iteration 37Q: 3 clusters Score -1.256318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -12563178.000000 Penalty: 3734.311279
	Iteration 38Q: 3 clusters Score -1.256318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12563174.000000 Penalty: 3734.311279
	Iteration 39Q: 3 clusters Score -1.256317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96140 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -12563176.000000 Penalty: 3734.311279
	Iteration 40F: 3 clusters Score -1.256318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -12563180.000000 Penalty: 3734.311279
	Iteration 41Q: 3 clusters Score -1.256318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -12563178.000000 Penalty: 3734.311279
	Iteration 42Q: 3 clusters Score -1.256318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12563176.000000 Penalty: 3734.311279
	Iteration 43Q: 3 clusters Score -1.256318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12563176.000000 Penalty: 3734.311279
	Iteration 44F: 3 clusters Score -1.256318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57821 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31857 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81268 members 
Mstep: Class 17 contains 95930 members 
Mstep: Class 18 contains 83159 members 
Mstep: Class 19 contains 97752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517056.000000 Penalty: 38670.171875
Iteration 199Q: 19 clusters Score -6.951706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57817 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31867 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81268 members 
Mstep: Class 17 contains 95930 members 
Mstep: Class 18 contains 83152 members 
Mstep: Class 19 contains 97752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517032.000000 Penalty: 38670.171875
Iteration 200F: 19 clusters Score -6.951703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57817 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31876 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81267 members 
Mstep: Class 17 contains 95926 members 
Mstep: Class 18 contains 83151 members 
Mstep: Class 19 contains 97749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517056.000000 Penalty: 38670.171875
Iteration 201Q: 19 clusters Score -6.951706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57817 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31878 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81267 members 
Mstep: Class 17 contains 95927 members 
Mstep: Class 18 contains 83149 members 
Mstep: Class 19 contains 97749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517088.000000 Penalty: 38670.171875
Iteration 202Q: 19 clusters Score -6.951709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57817 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31879 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81268 members 
Mstep: Class 17 contains 95927 members 
Mstep: Class 18 contains 83147 members 
Mstep: Class 19 contains 97749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517088.000000 Penalty: 38670.171875
Iteration 203Q: 19 clusters Score -6.951709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57817 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31880 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81269 members 
Mstep: Class 17 contains 95927 members 
Mstep: Class 18 contains 83142 members 
Mstep: Class 19 contains 97752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517096.000000 Penalty: 38670.171875
Iteration 204Q: 19 clusters Score -6.95171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57814 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31883 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81271 members 
Mstep: Class 17 contains 95927 members 
Mstep: Class 18 contains 83138 members 
Mstep: Class 19 contains 97754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517080.000000 Penalty: 38670.171875
Iteration 205Q: 19 clusters Score -6.951708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57815 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31885 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81270 members 
Mstep: Class 17 contains 95926 members 
Mstep: Class 18 contains 83137 members 
Mstep: Class 19 contains 97754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517088.000000 Penalty: 38670.171875
Iteration 206Q: 19 clusters Score -6.951709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57816 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81270 members 
Mstep: Class 17 contains 95927 members 
Mstep: Class 18 contains 83137 members 
Mstep: Class 19 contains 97751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517072.000000 Penalty: 38670.171875
Iteration 207Q: 19 clusters Score -6.951707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57817 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81270 members 
Mstep: Class 17 contains 95927 members 
Mstep: Class 18 contains 83137 members 
Mstep: Class 19 contains 97750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517080.000000 Penalty: 38670.171875
Iteration 208Q: 19 clusters Score -6.951708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57819 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81270 members 
Mstep: Class 17 contains 95926 members 
Mstep: Class 18 contains 83136 members 
Mstep: Class 19 contains 97750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517056.000000 Penalty: 38670.171875
Iteration 209Q: 19 clusters Score -6.951706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57820 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81270 members 
Mstep: Class 17 contains 95925 members 
Mstep: Class 18 contains 83136 members 
Mstep: Class 19 contains 97750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517080.000000 Penalty: 38670.171875
Iteration 210Q: 19 clusters Score -6.951708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25480 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81270 members 
Mstep: Class 17 contains 95924 members 
Mstep: Class 18 contains 83136 members 
Mstep: Class 19 contains 97748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517072.000000 Penalty: 38670.171875
Iteration 211Q: 19 clusters Score -6.951707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81270 members 
Mstep: Class 17 contains 95925 members 
Mstep: Class 18 contains 83135 members 
Mstep: Class 19 contains 97749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517064.000000 Penalty: 38670.171875
Iteration 212Q: 19 clusters Score -6.951706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81269 members 
Mstep: Class 17 contains 95924 members 
Mstep: Class 18 contains 83135 members 
Mstep: Class 19 contains 97751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517072.000000 Penalty: 38670.171875
Iteration 213Q: 19 clusters Score -6.951707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81268 members 
Mstep: Class 17 contains 95924 members 
Mstep: Class 18 contains 83134 members 
Mstep: Class 19 contains 97753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517048.000000 Penalty: 38670.171875
Iteration 214Q: 19 clusters Score -6.951705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 81268 members 
Mstep: Class 17 contains 95924 members 
Mstep: Class 18 contains 83134 members 
Mstep: Class 19 contains 97753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517048.000000 Penalty: 38670.171875
Iteration 215F: 19 clusters Score -6.951705e+07 nChanged 0
Entering ConstructFrom: 
Score: -69517048.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -18221.689453 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -18221.69 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 135 members 
Entering Unmasked Estep 
Score: -17531.021484 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -17531.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17866.033203 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -17866.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17950.890625 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -17950.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18059.800781 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -18059.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18195.937500 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -18195.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18258.937500 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -18258.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18264.273438 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -18264.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18274.162109 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -18274.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18274.486328 Penalty: 1825.450684
	Iteration 8Q: 3 clusters Score -18274.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18274.486328 Penalty: 1825.450684
	Iteration 9F: 3 clusters Score -18274.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 109 members 
Mstep: Class 16 contains 81268 members 
Mstep: Class 17 contains 95924 members 
Mstep: Class 18 contains 83134 members 
Mstep: Class 19 contains 97753 members 
Entering Unmasked Estep 
Score: -69515872.000000 Penalty: 40818.515625
Splitting cluster 1 changes total score from -69517048.000000 to -69515872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Entering Unmasked Estep 
Score: -864542.125000 Penalty: 1442.166016
	Iteration 0F: 2 clusters Score -864542.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -859270.250000 Penalty: 2884.332031
	Iteration 0F: 3 clusters Score -859270.2 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -860931.250000 Penalty: 2884.332031
	Iteration 1F: 3 clusters Score -860931.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -861183.750000 Penalty: 2884.332031
	Iteration 2F: 3 clusters Score -861183.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -861403.437500 Penalty: 2884.332031
	Iteration 3F: 3 clusters Score -861403.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -861632.125000 Penalty: 2884.332031
	Iteration 4F: 3 clusters Score -861632.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -861856.812500 Penalty: 2884.332031
	Iteration 5Q: 3 clusters Score -861856.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -862069.750000 Penalty: 2884.332031
	Iteration 6Q: 3 clusters Score -862069.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -862258.187500 Penalty: 2884.332031
	Iteration 7Q: 3 clusters Score -862258.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -862478.312500 Penalty: 2884.332031
	Iteration 8Q: 3 clusters Score -862478.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -862698.000000 Penalty: 2884.332031
	Iteration 9Q: 3 clusters Score -862698 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -862901.625000 Penalty: 2884.332031
	Iteration 10Q: 3 clusters Score -862901.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -863069.750000 Penalty: 2884.332031
	Iteration 11Q: 3 clusters Score -863069.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -863190.875000 Penalty: 2884.332031
	Iteration 12Q: 3 clusters Score -863190.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -863264.625000 Penalty: 2884.332031
	Iteration 13Q: 3 clusters Score -863264.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -863315.937500 Penalty: 2884.332031
	Iteration 14Q: 3 clusters Score -863315.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -863337.687500 Penalty: 2884.332031
	Iteration 15Q: 3 clusters Score -863337.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -863352.062500 Penalty: 2884.332031
	Iteration 16Q: 3 clusters Score -863352.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -863358.000000 Penalty: 2884.332031
	Iteration 17Q: 3 clusters Score -863358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -863367.125000 Penalty: 2884.332031
	Iteration 18Q: 3 clusters Score -863367.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -863373.562500 Penalty: 2884.332031
	Iteration 19Q: 3 clusters Score -863373.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -863378.875000 Penalty: 2884.332031
	Iteration 20F: 3 clusters Score -863378.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -863384.375000 Penalty: 2884.332031
	Iteration 21Q: 3 clusters Score -863384.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -863388.937500 Penalty: 2884.332031
	Iteration 22Q: 3 clusters Score -863388.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -863391.937500 Penalty: 2884.332031
	Iteration 23Q: 3 clusters Score -863391.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -863394.500000 Penalty: 2884.332031
	Iteration 24Q: 3 clusters Score -863394.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -863395.687500 Penalty: 2884.332031
	Iteration 25Q: 3 clusters Score -863395.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -863402.750000 Penalty: 2884.332031
	Iteration 26Q: 3 clusters Score -863402.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -863404.000000 Penalty: 2884.332031
	Iteration 27Q: 3 clusters Score -863404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -863408.875000 Penalty: 2884.332031
	Iteration 28Q: 3 clusters Score -863408.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -863410.250000 Penalty: 2884.332031
	Iteration 29Q: 3 clusters Score -863410.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -863412.437500 Penalty: 2884.332031
	Iteration 30Q: 3 clusters Score -863412.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -863414.812500 Penalty: 2884.332031
	Iteration 31Q: 3 clusters Score -863414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -863418.875000 Penalty: 2884.332031
	Iteration 32Q: 3 clusters Score -863418.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -863418.625000 Penalty: 2884.332031
	Iteration 33Q: 3 clusters Score -863418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -863419.812500 Penalty: 2884.332031
	Iteration 34Q: 3 clusters Score -863419.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -863422.000000 Penalty: 2884.332031
	Iteration 35Q: 3 clusters Score -863422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -863425.000000 Penalty: 2884.332031
	Iteration 36Q: 3 clusters Score -863425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -863427.625000 Penalty: 2884.332031
	Iteration 37Q: 3 clusters Score -863427.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -863427.312500 Penalty: 2884.332031
	Iteration 38Q: 3 clusters Score -863427.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -863430.750000 Penalty: 2884.332031
	Iteration 39Q: 3 clusters Score -863430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -863431.312500 Penalty: 2884.332031
	Iteration 40F: 3 clusters Score -863431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -863430.687500 Penalty: 2884.332031
	Iteration 41Q: 3 clusters Score -863430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -863430.687500 Penalty: 2884.332031
	Iteration 42F: 3 clusters Score -863430.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -35171.062500 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -35171.06 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 194 members 
Entering Unmasked Estep 
Score: -34263.660156 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -34263.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34458.835938 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -34458.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34586.136719 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -34586.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34670.363281 Penalty: 1928.840576
	Iteration 3F: 3 clusters Score -34670.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34679.171875 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -34679.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34683.968750 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -34683.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34684.515625 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -34684.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34685.265625 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -34685.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34686.062500 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -34686.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34686.062500 Penalty: 1928.840576
	Iteration 9F: 3 clusters Score -34686.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Entering Unmasked Estep 
Score: -195568.875000 Penalty: 1198.173340
	Iteration 0F: 2 clusters Score -195568.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -193760.484375 Penalty: 2396.346680
	Iteration 0F: 3 clusters Score -193760.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -194105.750000 Penalty: 2396.346680
	Iteration 1F: 3 clusters Score -194105.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194194.484375 Penalty: 2396.346680
	Iteration 2F: 3 clusters Score -194194.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194253.328125 Penalty: 2396.346680
	Iteration 3Q: 3 clusters Score -194253.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -194293.296875 Penalty: 2396.346680
	Iteration 4Q: 3 clusters Score -194293.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -194317.125000 Penalty: 2396.346680
	Iteration 5Q: 3 clusters Score -194317.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -194337.140625 Penalty: 2396.346680
	Iteration 6Q: 3 clusters Score -194337.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -194354.234375 Penalty: 2396.346680
	Iteration 7Q: 3 clusters Score -194354.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -194374.843750 Penalty: 2396.346680
	Iteration 8Q: 3 clusters Score -194374.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -194401.640625 Penalty: 2396.346680
	Iteration 9Q: 3 clusters Score -194401.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -194426.312500 Penalty: 2396.346680
	Iteration 10Q: 3 clusters Score -194426.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -194460.421875 Penalty: 2396.346680
	Iteration 11Q: 3 clusters Score -194460.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -194493.265625 Penalty: 2396.346680
	Iteration 12Q: 3 clusters Score -194493.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -194517.968750 Penalty: 2396.346680
	Iteration 13Q: 3 clusters Score -194518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -194537.562500 Penalty: 2396.346680
	Iteration 14Q: 3 clusters Score -194537.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -194548.031250 Penalty: 2396.346680
	Iteration 15Q: 3 clusters Score -194548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -194557.765625 Penalty: 2396.346680
	Iteration 16Q: 3 clusters Score -194557.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -194565.593750 Penalty: 2396.346680
	Iteration 17Q: 3 clusters Score -194565.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -194574.343750 Penalty: 2396.346680
	Iteration 18Q: 3 clusters Score -194574.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -194584.062500 Penalty: 2396.346680
	Iteration 19Q: 3 clusters Score -194584.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -194594.390625 Penalty: 2396.346680
	Iteration 20F: 3 clusters Score -194594.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -194600.656250 Penalty: 2396.346680
	Iteration 21Q: 3 clusters Score -194600.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -194608.296875 Penalty: 2396.346680
	Iteration 22Q: 3 clusters Score -194608.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -194614.312500 Penalty: 2396.346680
	Iteration 23Q: 3 clusters Score -194614.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -194621.296875 Penalty: 2396.346680
	Iteration 24Q: 3 clusters Score -194621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -194626.031250 Penalty: 2396.346680
	Iteration 25Q: 3 clusters Score -194626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -194628.937500 Penalty: 2396.346680
	Iteration 26Q: 3 clusters Score -194628.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -194631.953125 Penalty: 2396.346680
	Iteration 27Q: 3 clusters Score -194632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -194634.218750 Penalty: 2396.346680
	Iteration 28Q: 3 clusters Score -194634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -194635.125000 Penalty: 2396.346680
	Iteration 29Q: 3 clusters Score -194635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -194635.125000 Penalty: 2396.346680
	Iteration 30F: 3 clusters Score -194635.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -9865.254883 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -9865.255 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 133 members 
Entering Unmasked Estep 
Score: -9191.304688 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -9191.305 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9390.718750 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -9390.719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9442.208008 Penalty: 1800.910645
	Iteration 2Q: 3 clusters Score -9442.208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9511.710938 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -9511.711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9580.019531 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -9580.02 nChanged 11
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: -9644.069336 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -9644.069 nChanged 7
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: -9668.859375 Penalty: 1800.910645
	Iteration 6Q: 3 clusters Score -9668.859 nChanged 3
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: -9703.822266 Penalty: 1800.910645
	Iteration 7Q: 3 clusters Score -9703.822 nChanged 3
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: -9714.025391 Penalty: 1800.910645
	Iteration 8Q: 3 clusters Score -9714.025 nChanged 3
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: -9730.301758 Penalty: 1800.910645
	Iteration 9Q: 3 clusters Score -9730.302 nChanged 4
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: -9759.920898 Penalty: 1800.910645
	Iteration 10Q: 3 clusters Score -9759.921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9784.786133 Penalty: 1800.910645
	Iteration 11Q: 3 clusters Score -9784.786 nChanged 2
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: -9798.544922 Penalty: 1800.910645
	Iteration 12Q: 3 clusters Score -9798.545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9827.589844 Penalty: 1800.910645
	Iteration 13Q: 3 clusters Score -9827.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9860.302734 Penalty: 1800.910645
	Iteration 14Q: 3 clusters Score -9860.303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9865.675781 Penalty: 1800.910645
	Iteration 15F: 3 clusters Score -9865.676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9889.025391 Penalty: 1800.910645
	Iteration 16Q: 3 clusters Score -9889.025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9889.025391 Penalty: 1800.910645
	Iteration 17F: 3 clusters Score -9889.025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 118 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 31886 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 81268 members 
Mstep: Class 17 contains 95924 members 
Mstep: Class 18 contains 83134 members 
Mstep: Class 19 contains 97753 members 
Entering Unmasked Estep 
Score: -69515808.000000 Penalty: 40818.515625
Splitting cluster 5 changes total score from -69517048.000000 to -69515808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (57822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Entering Unmasked Estep 
Score: -7429827.500000 Penalty: 1781.832642
	Iteration 0F: 2 clusters Score -7429828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -7391090.500000 Penalty: 3563.665283
	Iteration 0F: 3 clusters Score -7391090 nChanged 27392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -7406690.000000 Penalty: 3563.665283
	Iteration 1F: 3 clusters Score -7406690 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -7407419.500000 Penalty: 3563.665283
	Iteration 2Q: 3 clusters Score -7407420 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -7408406.000000 Penalty: 3563.665283
	Iteration 3Q: 3 clusters Score -7408406 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -7409785.000000 Penalty: 3563.665283
	Iteration 4F: 3 clusters Score -7409785 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -7411817.500000 Penalty: 3563.665283
	Iteration 5F: 3 clusters Score -7411818 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -7414707.500000 Penalty: 3563.665283
	Iteration 6F: 3 clusters Score -7414708 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -7418153.500000 Penalty: 3563.665283
	Iteration 7F: 3 clusters Score -7418154 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -7421605.000000 Penalty: 3563.665283
	Iteration 8F: 3 clusters Score -7421605 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -7424338.000000 Penalty: 3563.665283
	Iteration 9F: 3 clusters Score -7424338 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -7425897.500000 Penalty: 3563.665283
	Iteration 10Q: 3 clusters Score -7425898 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -7426825.500000 Penalty: 3563.665283
	Iteration 11Q: 3 clusters Score -7426826 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -7427333.000000 Penalty: 3563.665283
	Iteration 12Q: 3 clusters Score -7427333 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -7427741.500000 Penalty: 3563.665283
	Iteration 13Q: 3 clusters Score -7427742 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -7427964.000000 Penalty: 3563.665283
	Iteration 14Q: 3 clusters Score -7427964 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -7428127.500000 Penalty: 3563.665283
	Iteration 15Q: 3 clusters Score -7428128 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -7428267.500000 Penalty: 3563.665283
	Iteration 16Q: 3 clusters Score -7428268 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -7428382.500000 Penalty: 3563.665283
	Iteration 17Q: 3 clusters Score -7428382 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -7428483.500000 Penalty: 3563.665283
	Iteration 18Q: 3 clusters Score -7428484 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -7428578.500000 Penalty: 3563.665283
	Iteration 19Q: 3 clusters Score -7428578 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -7428625.500000 Penalty: 3563.665283
	Iteration 20F: 3 clusters Score -7428626 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -7428643.000000 Penalty: 3563.665283
	Iteration 21Q: 3 clusters Score -7428643 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -7428667.000000 Penalty: 3563.665283
	Iteration 22Q: 3 clusters Score -7428667 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -7428680.000000 Penalty: 3563.665283
	Iteration 23Q: 3 clusters Score -7428680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -7428706.000000 Penalty: 3563.665283
	Iteration 24Q: 3 clusters Score -7428706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -7428718.000000 Penalty: 3563.665283
	Iteration 25Q: 3 clusters Score -7428718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -7428720.500000 Penalty: 3563.665283
	Iteration 26Q: 3 clusters Score -7428720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -7428747.000000 Penalty: 3563.665283
	Iteration 27Q: 3 clusters Score -7428747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -7428749.000000 Penalty: 3563.665283
	Iteration 28Q: 3 clusters Score -7428749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -7428751.000000 Penalty: 3563.665283
	Iteration 29Q: 3 clusters Score -7428751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -7428759.000000 Penalty: 3563.665283
	Iteration 30Q: 3 clusters Score -7428759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -7428767.000000 Penalty: 3563.665283
	Iteration 31Q: 3 clusters Score -7428767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -7428769.000000 Penalty: 3563.665283
	Iteration 32Q: 3 clusters Score -7428769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -7428781.500000 Penalty: 3563.665283
	Iteration 33Q: 3 clusters Score -7428782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -7428789.500000 Penalty: 3563.665283
	Iteration 34Q: 3 clusters Score -7428790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -7428786.500000 Penalty: 3563.665283
	Iteration 35Q: 3 clusters Score -7428786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -7428793.000000 Penalty: 3563.665283
	Iteration 36Q: 3 clusters Score -7428793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -7428794.000000 Penalty: 3563.665283
	Iteration 37Q: 3 clusters Score -7428794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -7428809.000000 Penalty: 3563.665283
	Iteration 38Q: 3 clusters Score -7428809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -7428803.000000 Penalty: 3563.665283
	Iteration 39Q: 3 clusters Score -7428803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -7428807.500000 Penalty: 3563.665283
	Iteration 40F: 3 clusters Score -7428808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -7428808.500000 Penalty: 3563.665283
	Iteration 41Q: 3 clusters Score -7428808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -7428804.500000 Penalty: 3563.665283
	Iteration 42Q: 3 clusters Score -7428804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -7428810.500000 Penalty: 3563.665283
	Iteration 43Q: 3 clusters Score -7428810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -7428811.000000 Penalty: 3563.665283
	Iteration 44Q: 3 clusters Score -7428811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -7428813.500000 Penalty: 3563.665283
	Iteration 45Q: 3 clusters Score -7428814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -7428815.500000 Penalty: 3563.665283
	Iteration 46Q: 3 clusters Score -7428816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -7428813.500000 Penalty: 3563.665283
	Iteration 47Q: 3 clusters Score -7428814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -7428813.500000 Penalty: 3563.665283
	Iteration 48F: 3 clusters Score -7428814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Entering Unmasked Estep 
Score: -5827628.000000 Penalty: 1742.036255
	Iteration 0F: 2 clusters Score -5827628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -5797472.500000 Penalty: 3484.072510
	Iteration 0F: 3 clusters Score -5797472 nChanged 21005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -5809241.000000 Penalty: 3484.072510
	Iteration 1F: 3 clusters Score -5809241 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5809608.500000 Penalty: 3484.072510
	Iteration 2Q: 3 clusters Score -5809608 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -5809920.500000 Penalty: 3484.072510
	Iteration 3Q: 3 clusters Score -5809920 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -5810261.500000 Penalty: 3484.072510
	Iteration 4Q: 3 clusters Score -5810262 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -5810578.000000 Penalty: 3484.072510
	Iteration 5Q: 3 clusters Score -5810578 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -5811011.000000 Penalty: 3484.072510
	Iteration 6Q: 3 clusters Score -5811011 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -5811520.500000 Penalty: 3484.072510
	Iteration 7Q: 3 clusters Score -5811520 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -5812230.000000 Penalty: 3484.072510
	Iteration 8Q: 3 clusters Score -5812230 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5813261.500000 Penalty: 3484.072510
	Iteration 9Q: 3 clusters Score -5813262 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -5814765.000000 Penalty: 3484.072510
	Iteration 10F: 3 clusters Score -5814765 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -5816699.000000 Penalty: 3484.072510
	Iteration 11F: 3 clusters Score -5816699 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -5818976.500000 Penalty: 3484.072510
	Iteration 12F: 3 clusters Score -5818976 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -5821058.000000 Penalty: 3484.072510
	Iteration 13F: 3 clusters Score -5821058 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5822793.000000 Penalty: 3484.072510
	Iteration 14Q: 3 clusters Score -5822793 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5824011.500000 Penalty: 3484.072510
	Iteration 15Q: 3 clusters Score -5824012 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -5824917.000000 Penalty: 3484.072510
	Iteration 16Q: 3 clusters Score -5824917 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -5825429.000000 Penalty: 3484.072510
	Iteration 17Q: 3 clusters Score -5825429 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -5825713.000000 Penalty: 3484.072510
	Iteration 18Q: 3 clusters Score -5825713 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -5825902.000000 Penalty: 3484.072510
	Iteration 19Q: 3 clusters Score -5825902 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5825992.000000 Penalty: 3484.072510
	Iteration 20F: 3 clusters Score -5825992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -5826039.000000 Penalty: 3484.072510
	Iteration 21Q: 3 clusters Score -5826039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -5826070.500000 Penalty: 3484.072510
	Iteration 22Q: 3 clusters Score -5826070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -5826081.000000 Penalty: 3484.072510
	Iteration 23Q: 3 clusters Score -5826081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -5826090.500000 Penalty: 3484.072510
	Iteration 24Q: 3 clusters Score -5826090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -5826105.500000 Penalty: 3484.072510
	Iteration 25Q: 3 clusters Score -5826106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -5826122.000000 Penalty: 3484.072510
	Iteration 26Q: 3 clusters Score -5826122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -5826132.000000 Penalty: 3484.072510
	Iteration 27Q: 3 clusters Score -5826132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -5826140.500000 Penalty: 3484.072510
	Iteration 28Q: 3 clusters Score -5826140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -5826140.000000 Penalty: 3484.072510
	Iteration 29Q: 3 clusters Score -5826140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -5826139.000000 Penalty: 3484.072510
	Iteration 30Q: 3 clusters Score -5826139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5826142.500000 Penalty: 3484.072510
	Iteration 31Q: 3 clusters Score -5826142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5826142.500000 Penalty: 3484.072510
	Iteration 32F: 3 clusters Score -5826142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -91849.929688 Penalty: 1088.868774
	Iteration 0F: 2 clusters Score -91849.93 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 415 members 
Entering Unmasked Estep 
Score: -90536.140625 Penalty: 2177.737549
	Iteration 0F: 3 clusters Score -90536.14 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90801.945312 Penalty: 2177.737549
	Iteration 1F: 3 clusters Score -90801.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90957.937500 Penalty: 2177.737549
	Iteration 2F: 3 clusters Score -90957.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91110.546875 Penalty: 2177.737549
	Iteration 3F: 3 clusters Score -91110.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91259.484375 Penalty: 2177.737549
	Iteration 4F: 3 clusters Score -91259.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91337.281250 Penalty: 2177.737549
	Iteration 5F: 3 clusters Score -91337.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91361.960938 Penalty: 2177.737549
	Iteration 6Q: 3 clusters Score -91361.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91385.570312 Penalty: 2177.737549
	Iteration 7Q: 3 clusters Score -91385.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -91396.820312 Penalty: 2177.737549
	Iteration 8Q: 3 clusters Score -91396.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91405.546875 Penalty: 2177.737549
	Iteration 9Q: 3 clusters Score -91405.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91414.257812 Penalty: 2177.737549
	Iteration 10Q: 3 clusters Score -91414.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91419.328125 Penalty: 2177.737549
	Iteration 11Q: 3 clusters Score -91419.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91420.140625 Penalty: 2177.737549
	Iteration 12Q: 3 clusters Score -91420.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -91420.570312 Penalty: 2177.737549
	Iteration 13Q: 3 clusters Score -91420.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91421.867188 Penalty: 2177.737549
	Iteration 14Q: 3 clusters Score -91421.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91421.867188 Penalty: 2177.737549
	Iteration 15F: 3 clusters Score -91421.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23406.919922 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -23406.92 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 132 members 
Entering Unmasked Estep 
Score: -22693.941406 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -22693.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22834.187500 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -22834.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22889.048828 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -22889.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22961.826172 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -22961.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22985.916016 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -22985.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23021.941406 Penalty: 1793.172119
	Iteration 5F: 3 clusters Score -23021.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23074.609375 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -23074.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23092.705078 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -23092.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23106.312500 Penalty: 1793.172119
	Iteration 8Q: 3 clusters Score -23106.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23112.867188 Penalty: 1793.172119
	Iteration 9Q: 3 clusters Score -23112.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23115.593750 Penalty: 1793.172119
	Iteration 10Q: 3 clusters Score -23115.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23115.593750 Penalty: 1793.172119
	Iteration 11F: 3 clusters Score -23115.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Entering Unmasked Estep 
Score: -1326801.125000 Penalty: 1503.350342
	Iteration 0F: 2 clusters Score -1326801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1319400.125000 Penalty: 3006.700684
	Iteration 0F: 3 clusters Score -1319400 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1321949.125000 Penalty: 3006.700684
	Iteration 1F: 3 clusters Score -1321949 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1322325.625000 Penalty: 3006.700684
	Iteration 2F: 3 clusters Score -1322326 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1322668.250000 Penalty: 3006.700684
	Iteration 3F: 3 clusters Score -1322668 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1323033.375000 Penalty: 3006.700684
	Iteration 4F: 3 clusters Score -1323033 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1323458.500000 Penalty: 3006.700684
	Iteration 5F: 3 clusters Score -1323458 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1323901.625000 Penalty: 3006.700684
	Iteration 6F: 3 clusters Score -1323902 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1324347.000000 Penalty: 3006.700684
	Iteration 7F: 3 clusters Score -1324347 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1324751.500000 Penalty: 3006.700684
	Iteration 8Q: 3 clusters Score -1324752 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1325047.875000 Penalty: 3006.700684
	Iteration 9Q: 3 clusters Score -1325048 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1325224.375000 Penalty: 3006.700684
	Iteration 10Q: 3 clusters Score -1325224 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1325343.625000 Penalty: 3006.700684
	Iteration 11Q: 3 clusters Score -1325344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1325413.625000 Penalty: 3006.700684
	Iteration 12Q: 3 clusters Score -1325414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1325465.375000 Penalty: 3006.700684
	Iteration 13Q: 3 clusters Score -1325465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1325491.125000 Penalty: 3006.700684
	Iteration 14Q: 3 clusters Score -1325491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1325518.250000 Penalty: 3006.700684
	Iteration 15Q: 3 clusters Score -1325518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1325535.875000 Penalty: 3006.700684
	Iteration 16Q: 3 clusters Score -1325536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1325549.250000 Penalty: 3006.700684
	Iteration 17Q: 3 clusters Score -1325549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1325555.000000 Penalty: 3006.700684
	Iteration 18Q: 3 clusters Score -1325555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1325558.375000 Penalty: 3006.700684
	Iteration 19Q: 3 clusters Score -1325558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1325568.125000 Penalty: 3006.700684
	Iteration 20F: 3 clusters Score -1325568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1325571.750000 Penalty: 3006.700684
	Iteration 21Q: 3 clusters Score -1325572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1325572.750000 Penalty: 3006.700684
	Iteration 22Q: 3 clusters Score -1325573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1325573.250000 Penalty: 3006.700684
	Iteration 23Q: 3 clusters Score -1325573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1325577.875000 Penalty: 3006.700684
	Iteration 24Q: 3 clusters Score -1325578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1325580.625000 Penalty: 3006.700684
	Iteration 25Q: 3 clusters Score -1325581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1325585.250000 Penalty: 3006.700684
	Iteration 26Q: 3 clusters Score -1325585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1325584.875000 Penalty: 3006.700684
	Iteration 27Q: 3 clusters Score -1325585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1325585.625000 Penalty: 3006.700684
	Iteration 28Q: 3 clusters Score -1325586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1325585.625000 Penalty: 3006.700684
	Iteration 29F: 3 clusters Score -1325586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Entering Unmasked Estep 
Score: -3293229.000000 Penalty: 1648.661621
	Iteration 0F: 2 clusters Score -3293229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3276080.250000 Penalty: 3297.323242
	Iteration 0F: 3 clusters Score -3276080 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3282421.250000 Penalty: 3297.323242
	Iteration 1F: 3 clusters Score -3282421 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3282803.000000 Penalty: 3297.323242
	Iteration 2Q: 3 clusters Score -3282803 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3283121.000000 Penalty: 3297.323242
	Iteration 3Q: 3 clusters Score -3283121 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3283521.750000 Penalty: 3297.323242
	Iteration 4Q: 3 clusters Score -3283522 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3284034.000000 Penalty: 3297.323242
	Iteration 5Q: 3 clusters Score -3284034 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3284731.500000 Penalty: 3297.323242
	Iteration 6Q: 3 clusters Score -3284732 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3285618.750000 Penalty: 3297.323242
	Iteration 7Q: 3 clusters Score -3285619 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3286675.250000 Penalty: 3297.323242
	Iteration 8F: 3 clusters Score -3286675 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3287641.000000 Penalty: 3297.323242
	Iteration 9F: 3 clusters Score -3287641 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3288457.500000 Penalty: 3297.323242
	Iteration 10Q: 3 clusters Score -3288458 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3289148.250000 Penalty: 3297.323242
	Iteration 11Q: 3 clusters Score -3289148 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3289693.000000 Penalty: 3297.323242
	Iteration 12Q: 3 clusters Score -3289693 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3290147.000000 Penalty: 3297.323242
	Iteration 13Q: 3 clusters Score -3290147 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3290484.500000 Penalty: 3297.323242
	Iteration 14Q: 3 clusters Score -3290484 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3290786.250000 Penalty: 3297.323242
	Iteration 15Q: 3 clusters Score -3290786 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3291021.750000 Penalty: 3297.323242
	Iteration 16Q: 3 clusters Score -3291022 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3291195.500000 Penalty: 3297.323242
	Iteration 17Q: 3 clusters Score -3291196 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3291319.500000 Penalty: 3297.323242
	Iteration 18Q: 3 clusters Score -3291320 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3291422.000000 Penalty: 3297.323242
	Iteration 19Q: 3 clusters Score -3291422 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3291502.750000 Penalty: 3297.323242
	Iteration 20F: 3 clusters Score -3291503 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3291573.500000 Penalty: 3297.323242
	Iteration 21Q: 3 clusters Score -3291574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3291635.250000 Penalty: 3297.323242
	Iteration 22Q: 3 clusters Score -3291635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3291669.250000 Penalty: 3297.323242
	Iteration 23Q: 3 clusters Score -3291669 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3291693.750000 Penalty: 3297.323242
	Iteration 24Q: 3 clusters Score -3291694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3291716.750000 Penalty: 3297.323242
	Iteration 25Q: 3 clusters Score -3291717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3291741.500000 Penalty: 3297.323242
	Iteration 26Q: 3 clusters Score -3291742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3291768.250000 Penalty: 3297.323242
	Iteration 27Q: 3 clusters Score -3291768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3291791.250000 Penalty: 3297.323242
	Iteration 28Q: 3 clusters Score -3291791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3291811.500000 Penalty: 3297.323242
	Iteration 29Q: 3 clusters Score -3291812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3291827.250000 Penalty: 3297.323242
	Iteration 30Q: 3 clusters Score -3291827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3291847.000000 Penalty: 3297.323242
	Iteration 31Q: 3 clusters Score -3291847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3291859.500000 Penalty: 3297.323242
	Iteration 32Q: 3 clusters Score -3291860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3291868.000000 Penalty: 3297.323242
	Iteration 33Q: 3 clusters Score -3291868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3291875.750000 Penalty: 3297.323242
	Iteration 34Q: 3 clusters Score -3291876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3291878.500000 Penalty: 3297.323242
	Iteration 35Q: 3 clusters Score -3291878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3291880.000000 Penalty: 3297.323242
	Iteration 36Q: 3 clusters Score -3291880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3291883.250000 Penalty: 3297.323242
	Iteration 37Q: 3 clusters Score -3291883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3291886.000000 Penalty: 3297.323242
	Iteration 38Q: 3 clusters Score -3291886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3291888.750000 Penalty: 3297.323242
	Iteration 39Q: 3 clusters Score -3291889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3291895.000000 Penalty: 3297.323242
	Iteration 40F: 3 clusters Score -3291895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3291896.250000 Penalty: 3297.323242
	Iteration 41Q: 3 clusters Score -3291896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3291897.000000 Penalty: 3297.323242
	Iteration 42Q: 3 clusters Score -3291897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3291898.750000 Penalty: 3297.323242
	Iteration 43Q: 3 clusters Score -3291899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3291902.500000 Penalty: 3297.323242
	Iteration 44Q: 3 clusters Score -3291902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3291908.250000 Penalty: 3297.323242
	Iteration 45Q: 3 clusters Score -3291908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3291907.000000 Penalty: 3297.323242
	Iteration 46Q: 3 clusters Score -3291907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3291907.000000 Penalty: 3297.323242
	Iteration 47F: 3 clusters Score -3291907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Entering Unmasked Estep 
Score: -1461572.750000 Penalty: 1521.036499
	Iteration 0F: 2 clusters Score -1461573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1453417.250000 Penalty: 3042.072998
	Iteration 0F: 3 clusters Score -1453417 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1455980.875000 Penalty: 3042.072998
	Iteration 1F: 3 clusters Score -1455981 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1456252.250000 Penalty: 3042.072998
	Iteration 2F: 3 clusters Score -1456252 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1456458.375000 Penalty: 3042.072998
	Iteration 3Q: 3 clusters Score -1456458 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1456624.000000 Penalty: 3042.072998
	Iteration 4Q: 3 clusters Score -1456624 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1456785.750000 Penalty: 3042.072998
	Iteration 5Q: 3 clusters Score -1456786 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1456924.375000 Penalty: 3042.072998
	Iteration 6Q: 3 clusters Score -1456924 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1457084.500000 Penalty: 3042.072998
	Iteration 7Q: 3 clusters Score -1457084 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1457287.625000 Penalty: 3042.072998
	Iteration 8Q: 3 clusters Score -1457288 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1457507.000000 Penalty: 3042.072998
	Iteration 9Q: 3 clusters Score -1457507 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1457772.875000 Penalty: 3042.072998
	Iteration 10Q: 3 clusters Score -1457773 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1458071.375000 Penalty: 3042.072998
	Iteration 11Q: 3 clusters Score -1458071 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1458397.875000 Penalty: 3042.072998
	Iteration 12Q: 3 clusters Score -1458398 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1458722.250000 Penalty: 3042.072998
	Iteration 13Q: 3 clusters Score -1458722 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1458950.500000 Penalty: 3042.072998
	Iteration 14Q: 3 clusters Score -1458950 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1459148.500000 Penalty: 3042.072998
	Iteration 15Q: 3 clusters Score -1459148 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1459298.750000 Penalty: 3042.072998
	Iteration 16Q: 3 clusters Score -1459299 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1459457.875000 Penalty: 3042.072998
	Iteration 17Q: 3 clusters Score -1459458 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1459608.625000 Penalty: 3042.072998
	Iteration 18Q: 3 clusters Score -1459609 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1459737.375000 Penalty: 3042.072998
	Iteration 19Q: 3 clusters Score -1459737 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1459859.750000 Penalty: 3042.072998
	Iteration 20F: 3 clusters Score -1459860 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1459963.875000 Penalty: 3042.072998
	Iteration 21Q: 3 clusters Score -1459964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1460027.875000 Penalty: 3042.072998
	Iteration 22Q: 3 clusters Score -1460028 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1460088.125000 Penalty: 3042.072998
	Iteration 23Q: 3 clusters Score -1460088 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1460130.375000 Penalty: 3042.072998
	Iteration 24Q: 3 clusters Score -1460130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1460167.625000 Penalty: 3042.072998
	Iteration 25Q: 3 clusters Score -1460168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1460188.375000 Penalty: 3042.072998
	Iteration 26Q: 3 clusters Score -1460188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1460215.125000 Penalty: 3042.072998
	Iteration 27Q: 3 clusters Score -1460215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1460237.125000 Penalty: 3042.072998
	Iteration 28Q: 3 clusters Score -1460237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1460253.375000 Penalty: 3042.072998
	Iteration 29Q: 3 clusters Score -1460253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1460271.000000 Penalty: 3042.072998
	Iteration 30Q: 3 clusters Score -1460271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1460290.000000 Penalty: 3042.072998
	Iteration 31Q: 3 clusters Score -1460290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1460295.750000 Penalty: 3042.072998
	Iteration 32Q: 3 clusters Score -1460296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1460309.000000 Penalty: 3042.072998
	Iteration 33Q: 3 clusters Score -1460309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1460311.000000 Penalty: 3042.072998
	Iteration 34Q: 3 clusters Score -1460311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1460312.375000 Penalty: 3042.072998
	Iteration 35Q: 3 clusters Score -1460312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1460316.125000 Penalty: 3042.072998
	Iteration 36Q: 3 clusters Score -1460316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1460316.625000 Penalty: 3042.072998
	Iteration 37Q: 3 clusters Score -1460317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1460320.250000 Penalty: 3042.072998
	Iteration 38Q: 3 clusters Score -1460320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1460324.875000 Penalty: 3042.072998
	Iteration 39Q: 3 clusters Score -1460325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1460328.000000 Penalty: 3042.072998
	Iteration 40F: 3 clusters Score -1460328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1460330.375000 Penalty: 3042.072998
	Iteration 41Q: 3 clusters Score -1460330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1460337.750000 Penalty: 3042.072998
	Iteration 42Q: 3 clusters Score -1460338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1460338.250000 Penalty: 3042.072998
	Iteration 43Q: 3 clusters Score -1460338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1460339.875000 Penalty: 3042.072998
	Iteration 44Q: 3 clusters Score -1460340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1460343.250000 Penalty: 3042.072998
	Iteration 45Q: 3 clusters Score -1460343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1460348.000000 Penalty: 3042.072998
	Iteration 46Q: 3 clusters Score -1460348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1460349.625000 Penalty: 3042.072998
	Iteration 47Q: 3 clusters Score -1460350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1460357.500000 Penalty: 3042.072998
	Iteration 48Q: 3 clusters Score -1460358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1460357.250000 Penalty: 3042.072998
	Iteration 49Q: 3 clusters Score -1460357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1460357.375000 Penalty: 3042.072998
	Iteration 50Q: 3 clusters Score -1460357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1460359.250000 Penalty: 3042.072998
	Iteration 51Q: 3 clusters Score -1460359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1460364.125000 Penalty: 3042.072998
	Iteration 52Q: 3 clusters Score -1460364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1460365.875000 Penalty: 3042.072998
	Iteration 53Q: 3 clusters Score -1460366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1460367.500000 Penalty: 3042.072998
	Iteration 54Q: 3 clusters Score -1460368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1460368.375000 Penalty: 3042.072998
	Iteration 55Q: 3 clusters Score -1460368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1460371.750000 Penalty: 3042.072998
	Iteration 56Q: 3 clusters Score -1460372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1460372.750000 Penalty: 3042.072998
	Iteration 57Q: 3 clusters Score -1460373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1460374.625000 Penalty: 3042.072998
	Iteration 58Q: 3 clusters Score -1460375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1460373.500000 Penalty: 3042.072998
	Iteration 59Q: 3 clusters Score -1460374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1460373.875000 Penalty: 3042.072998
	Iteration 60F: 3 clusters Score -1460374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1460375.250000 Penalty: 3042.072998
	Iteration 61Q: 3 clusters Score -1460375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1460373.250000 Penalty: 3042.072998
	Iteration 62Q: 3 clusters Score -1460373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1460376.375000 Penalty: 3042.072998
	Iteration 63Q: 3 clusters Score -1460376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1460377.375000 Penalty: 3042.072998
	Iteration 64Q: 3 clusters Score -1460377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1460375.500000 Penalty: 3042.072998
	Iteration 65Q: 3 clusters Score -1460376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1460375.500000 Penalty: 3042.072998
	Iteration 66F: 3 clusters Score -1460376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Entering Unmasked Estep 
Score: -4115820.000000 Penalty: 1685.112427
	Iteration 0F: 2 clusters Score -4115820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4094354.250000 Penalty: 3370.224854
	Iteration 0F: 3 clusters Score -4094354 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4102390.500000 Penalty: 3370.224854
	Iteration 1F: 3 clusters Score -4102390 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4102733.500000 Penalty: 3370.224854
	Iteration 2Q: 3 clusters Score -4102734 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4103092.500000 Penalty: 3370.224854
	Iteration 3Q: 3 clusters Score -4103092 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4103455.500000 Penalty: 3370.224854
	Iteration 4Q: 3 clusters Score -4103456 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -4103914.750000 Penalty: 3370.224854
	Iteration 5Q: 3 clusters Score -4103915 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4104433.750000 Penalty: 3370.224854
	Iteration 6Q: 3 clusters Score -4104434 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4105092.250000 Penalty: 3370.224854
	Iteration 7Q: 3 clusters Score -4105092 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -4105832.000000 Penalty: 3370.224854
	Iteration 8Q: 3 clusters Score -4105832 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -4106901.250000 Penalty: 3370.224854
	Iteration 9F: 3 clusters Score -4106901 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -4108309.250000 Penalty: 3370.224854
	Iteration 10F: 3 clusters Score -4108309 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -4109960.000000 Penalty: 3370.224854
	Iteration 11F: 3 clusters Score -4109960 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4111625.500000 Penalty: 3370.224854
	Iteration 12F: 3 clusters Score -4111626 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -4112761.500000 Penalty: 3370.224854
	Iteration 13Q: 3 clusters Score -4112762 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4113478.250000 Penalty: 3370.224854
	Iteration 14Q: 3 clusters Score -4113478 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4113876.500000 Penalty: 3370.224854
	Iteration 15Q: 3 clusters Score -4113876 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -4114034.500000 Penalty: 3370.224854
	Iteration 16Q: 3 clusters Score -4114034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4114142.750000 Penalty: 3370.224854
	Iteration 17Q: 3 clusters Score -4114143 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4114218.000000 Penalty: 3370.224854
	Iteration 18Q: 3 clusters Score -4114218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4114262.500000 Penalty: 3370.224854
	Iteration 19Q: 3 clusters Score -4114262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -4114292.500000 Penalty: 3370.224854
	Iteration 20F: 3 clusters Score -4114292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4114318.750000 Penalty: 3370.224854
	Iteration 21Q: 3 clusters Score -4114319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4114339.500000 Penalty: 3370.224854
	Iteration 22Q: 3 clusters Score -4114340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4114349.750000 Penalty: 3370.224854
	Iteration 23Q: 3 clusters Score -4114350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4114354.500000 Penalty: 3370.224854
	Iteration 24Q: 3 clusters Score -4114354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4114361.250000 Penalty: 3370.224854
	Iteration 25Q: 3 clusters Score -4114361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -4114364.500000 Penalty: 3370.224854
	Iteration 26Q: 3 clusters Score -4114364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4114370.500000 Penalty: 3370.224854
	Iteration 27Q: 3 clusters Score -4114370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4114370.750000 Penalty: 3370.224854
	Iteration 28Q: 3 clusters Score -4114371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4114369.500000 Penalty: 3370.224854
	Iteration 29Q: 3 clusters Score -4114370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4114369.500000 Penalty: 3370.224854
	Iteration 30F: 3 clusters Score -4114370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -27211.070312 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -27211.07 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 135 members 
Entering Unmasked Estep 
Score: -26423.630859 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -26423.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26613.523438 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -26613.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26689.224609 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -26689.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26762.296875 Penalty: 1805.969116
	Iteration 3Q: 3 clusters Score -26762.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26840.375000 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -26840.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26848.332031 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -26848.33 nChanged 1
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: -26911.541016 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -26911.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26914.390625 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -26914.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26914.390625 Penalty: 1805.969116
	Iteration 8F: 3 clusters Score -26914.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Entering Unmasked Estep 
Score: -10469472.000000 Penalty: 1837.145020
	Iteration 0F: 2 clusters Score -1.046947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -10416544.000000 Penalty: 3674.290039
	Iteration 0F: 3 clusters Score -1.041654e+07 nChanged 38586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -10439194.000000 Penalty: 3674.290039
	Iteration 1F: 3 clusters Score -1.043919e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -10440258.000000 Penalty: 3674.290039
	Iteration 2Q: 3 clusters Score -1.044026e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -10442385.000000 Penalty: 3674.290039
	Iteration 3F: 3 clusters Score -1.044238e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -10446007.000000 Penalty: 3674.290039
	Iteration 4F: 3 clusters Score -1.044601e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -10451518.000000 Penalty: 3674.290039
	Iteration 5F: 3 clusters Score -1.045152e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -10458175.000000 Penalty: 3674.290039
	Iteration 6F: 3 clusters Score -1.045818e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -10463447.000000 Penalty: 3674.290039
	Iteration 7F: 3 clusters Score -1.046345e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10466248.000000 Penalty: 3674.290039
	Iteration 8Q: 3 clusters Score -1.046625e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10467273.000000 Penalty: 3674.290039
	Iteration 9Q: 3 clusters Score -1.046727e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10467570.000000 Penalty: 3674.290039
	Iteration 10Q: 3 clusters Score -1.046757e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10467692.000000 Penalty: 3674.290039
	Iteration 11Q: 3 clusters Score -1.046769e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10467747.000000 Penalty: 3674.290039
	Iteration 12Q: 3 clusters Score -1.046775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10467775.000000 Penalty: 3674.290039
	Iteration 13Q: 3 clusters Score -1.046778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10467785.000000 Penalty: 3674.290039
	Iteration 14Q: 3 clusters Score -1.046778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10467797.000000 Penalty: 3674.290039
	Iteration 15Q: 3 clusters Score -1.04678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10467810.000000 Penalty: 3674.290039
	Iteration 16Q: 3 clusters Score -1.046781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10467815.000000 Penalty: 3674.290039
	Iteration 17Q: 3 clusters Score -1.046782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10467816.000000 Penalty: 3674.290039
	Iteration 18Q: 3 clusters Score -1.046782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10467816.000000 Penalty: 3674.290039
	Iteration 19F: 3 clusters Score -1.046782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (95924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Entering Unmasked Estep 
Score: -12298876.000000 Penalty: 1864.088135
	Iteration 0F: 2 clusters Score -1.229888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -12236217.000000 Penalty: 3728.176270
	Iteration 0F: 3 clusters Score -1.223622e+07 nChanged 46015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -12262265.000000 Penalty: 3728.176270
	Iteration 1F: 3 clusters Score -1.226226e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -12262768.000000 Penalty: 3728.176270
	Iteration 2Q: 3 clusters Score -1.226277e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -12263177.000000 Penalty: 3728.176270
	Iteration 3Q: 3 clusters Score -1.226318e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -12263752.000000 Penalty: 3728.176270
	Iteration 4Q: 3 clusters Score -1.226375e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -12264677.000000 Penalty: 3728.176270
	Iteration 5Q: 3 clusters Score -1.226468e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -12266009.000000 Penalty: 3728.176270
	Iteration 6Q: 3 clusters Score -1.226601e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -12268495.000000 Penalty: 3728.176270
	Iteration 7Q: 3 clusters Score -1.22685e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -12272338.000000 Penalty: 3728.176270
	Iteration 8F: 3 clusters Score -1.227234e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -12277544.000000 Penalty: 3728.176270
	Iteration 9F: 3 clusters Score -1.227754e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -12283171.000000 Penalty: 3728.176270
	Iteration 10F: 3 clusters Score -1.228317e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -12288027.000000 Penalty: 3728.176270
	Iteration 11F: 3 clusters Score -1.228803e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -12291331.000000 Penalty: 3728.176270
	Iteration 12Q: 3 clusters Score -1.229133e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -12293411.000000 Penalty: 3728.176270
	Iteration 13Q: 3 clusters Score -1.229341e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -12294694.000000 Penalty: 3728.176270
	Iteration 14Q: 3 clusters Score -1.229469e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 92647 members 
Entering Unmasked Estep 
Score: -12295612.000000 Penalty: 3728.176270
	Iteration 15Q: 3 clusters Score -1.229561e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -12296218.000000 Penalty: 3728.176270
	Iteration 16Q: 3 clusters Score -1.229622e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -12296597.000000 Penalty: 3728.176270
	Iteration 17Q: 3 clusters Score -1.22966e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
Score: -12296845.000000 Penalty: 3728.176270
	Iteration 18Q: 3 clusters Score -1.229684e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -12296974.000000 Penalty: 3728.176270
	Iteration 19Q: 3 clusters Score -1.229697e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
Score: -12297115.000000 Penalty: 3728.176270
	Iteration 20F: 3 clusters Score -1.229712e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -12297161.000000 Penalty: 3728.176270
	Iteration 21Q: 3 clusters Score -1.229716e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -12297208.000000 Penalty: 3728.176270
	Iteration 22Q: 3 clusters Score -1.229721e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -12297260.000000 Penalty: 3728.176270
	Iteration 23Q: 3 clusters Score -1.229726e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -12297289.000000 Penalty: 3728.176270
	Iteration 24Q: 3 clusters Score -1.229729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -12297295.000000 Penalty: 3728.176270
	Iteration 25Q: 3 clusters Score -1.22973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -12297321.000000 Penalty: 3728.176270
	Iteration 26Q: 3 clusters Score -1.229732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -12297306.000000 Penalty: 3728.176270
	Iteration 27Q: 3 clusters Score -1.229731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -12297319.000000 Penalty: 3728.176270
	Iteration 28Q: 3 clusters Score -1.229732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -12297324.000000 Penalty: 3728.176270
	Iteration 29Q: 3 clusters Score -1.229732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -12297335.000000 Penalty: 3728.176270
	Iteration 30Q: 3 clusters Score -1.229734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -12297327.000000 Penalty: 3728.176270
	Iteration 31Q: 3 clusters Score -1.229733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 95367 members 
Entering Unmasked Estep 
Score: -12297331.000000 Penalty: 3728.176270
	Iteration 32Q: 3 clusters Score -1.229733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -12297340.000000 Penalty: 3728.176270
	Iteration 33Q: 3 clusters Score -1.229734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -12297338.000000 Penalty: 3728.176270
	Iteration 34Q: 3 clusters Score -1.229734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -12297332.000000 Penalty: 3728.176270
	Iteration 35Q: 3 clusters Score -1.229733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -12297343.000000 Penalty: 3728.176270
	Iteration 36Q: 3 clusters Score -1.229734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 95377 members 
Entering Unmasked Estep 
Score: -12297329.000000 Penalty: 3728.176270
	Iteration 37Q: 3 clusters Score -1.229733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -12297330.000000 Penalty: 3728.176270
	Iteration 38Q: 3 clusters Score -1.229733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -12297331.000000 Penalty: 3728.176270
	Iteration 39Q: 3 clusters Score -1.229733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 95380 members 
Entering Unmasked Estep 
Score: -12297332.000000 Penalty: 3728.176270
	Iteration 40F: 3 clusters Score -1.229733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -12297338.000000 Penalty: 3728.176270
	Iteration 41Q: 3 clusters Score -1.229734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 95384 members 
Entering Unmasked Estep 
Score: -12297346.000000 Penalty: 3728.176270
	Iteration 42Q: 3 clusters Score -1.229735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 95384 members 
Entering Unmasked Estep 
Score: -12297346.000000 Penalty: 3728.176270
	Iteration 43F: 3 clusters Score -1.229735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Entering Unmasked Estep 
Score: -10684687.000000 Penalty: 1840.833984
	Iteration 0F: 2 clusters Score -1.068469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -10629665.000000 Penalty: 3681.667969
	Iteration 0F: 3 clusters Score -1.062966e+07 nChanged 39498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -10652818.000000 Penalty: 3681.667969
	Iteration 1F: 3 clusters Score -1.065282e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -10654034.000000 Penalty: 3681.667969
	Iteration 2Q: 3 clusters Score -1.065403e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -10655890.000000 Penalty: 3681.667969
	Iteration 3Q: 3 clusters Score -1.065589e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -10659086.000000 Penalty: 3681.667969
	Iteration 4F: 3 clusters Score -1.065909e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -10664500.000000 Penalty: 3681.667969
	Iteration 5F: 3 clusters Score -1.06645e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -10671277.000000 Penalty: 3681.667969
	Iteration 6F: 3 clusters Score -1.067128e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -10677440.000000 Penalty: 3681.667969
	Iteration 7F: 3 clusters Score -1.067744e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -10681026.000000 Penalty: 3681.667969
	Iteration 8Q: 3 clusters Score -1.068103e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -10682298.000000 Penalty: 3681.667969
	Iteration 9Q: 3 clusters Score -1.06823e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -10682780.000000 Penalty: 3681.667969
	Iteration 10Q: 3 clusters Score -1.068278e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 82762 members 
Entering Unmasked Estep 
Score: -10682929.000000 Penalty: 3681.667969
	Iteration 11Q: 3 clusters Score -1.068293e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -10683012.000000 Penalty: 3681.667969
	Iteration 12Q: 3 clusters Score -1.068301e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -10683038.000000 Penalty: 3681.667969
	Iteration 13Q: 3 clusters Score -1.068304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -10683064.000000 Penalty: 3681.667969
	Iteration 14Q: 3 clusters Score -1.068306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -10683068.000000 Penalty: 3681.667969
	Iteration 15Q: 3 clusters Score -1.068307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -10683084.000000 Penalty: 3681.667969
	Iteration 16Q: 3 clusters Score -1.068308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -10683099.000000 Penalty: 3681.667969
	Iteration 17Q: 3 clusters Score -1.06831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -10683115.000000 Penalty: 3681.667969
	Iteration 18Q: 3 clusters Score -1.068312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -10683124.000000 Penalty: 3681.667969
	Iteration 19Q: 3 clusters Score -1.068312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -10683120.000000 Penalty: 3681.667969
	Iteration 20F: 3 clusters Score -1.068312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Entering Unmasked Estep 
Score: -12563950.000000 Penalty: 1867.157349
	Iteration 0F: 2 clusters Score -1.256395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -12502083.000000 Penalty: 3734.314697
	Iteration 0F: 3 clusters Score -1.250208e+07 nChanged 46822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -12528778.000000 Penalty: 3734.314697
	Iteration 1F: 3 clusters Score -1.252878e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -12529522.000000 Penalty: 3734.314697
	Iteration 2Q: 3 clusters Score -1.252952e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -12530412.000000 Penalty: 3734.314697
	Iteration 3Q: 3 clusters Score -1.253041e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -12531764.000000 Penalty: 3734.314697
	Iteration 4Q: 3 clusters Score -1.253176e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -12533710.000000 Penalty: 3734.314697
	Iteration 5Q: 3 clusters Score -1.253371e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -12536848.000000 Penalty: 3734.314697
	Iteration 6F: 3 clusters Score -1.253685e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -12541205.000000 Penalty: 3734.314697
	Iteration 7F: 3 clusters Score -1.25412e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -12546248.000000 Penalty: 3734.314697
	Iteration 8F: 3 clusters Score -1.254625e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -12550726.000000 Penalty: 3734.314697
	Iteration 9F: 3 clusters Score -1.255073e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -12554259.000000 Penalty: 3734.314697
	Iteration 10Q: 3 clusters Score -1.255426e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -12556323.000000 Penalty: 3734.314697
	Iteration 11Q: 3 clusters Score -1.255632e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -12557815.000000 Penalty: 3734.314697
	Iteration 12Q: 3 clusters Score -1.255782e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -12558982.000000 Penalty: 3734.314697
	Iteration 13Q: 3 clusters Score -1.255898e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 92518 members 
Entering Unmasked Estep 
Score: -12559788.000000 Penalty: 3734.314697
	Iteration 14Q: 3 clusters Score -1.255979e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -12560434.000000 Penalty: 3734.314697
	Iteration 15Q: 3 clusters Score -1.256043e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 94373 members 
Entering Unmasked Estep 
Score: -12560886.000000 Penalty: 3734.314697
	Iteration 16Q: 3 clusters Score -1.256089e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 95050 members 
Entering Unmasked Estep 
Score: -12561249.000000 Penalty: 3734.314697
	Iteration 17Q: 3 clusters Score -1.256125e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -12561554.000000 Penalty: 3734.314697
	Iteration 18Q: 3 clusters Score -1.256155e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -12561794.000000 Penalty: 3734.314697
	Iteration 19Q: 3 clusters Score -1.256179e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -12561981.000000 Penalty: 3734.314697
	Iteration 20F: 3 clusters Score -1.256198e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -12562087.000000 Penalty: 3734.314697
	Iteration 21Q: 3 clusters Score -1.256209e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -12562136.000000 Penalty: 3734.314697
	Iteration 22Q: 3 clusters Score -1.256214e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 96621 members 
Entering Unmasked Estep 
Score: -12562192.000000 Penalty: 3734.314697
	Iteration 23Q: 3 clusters Score -1.256219e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -12562231.000000 Penalty: 3734.314697
	Iteration 24Q: 3 clusters Score -1.256223e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 96740 members 
Entering Unmasked Estep 
Score: -12562263.000000 Penalty: 3734.314697
	Iteration 25Q: 3 clusters Score -1.256226e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -12562294.000000 Penalty: 3734.314697
	Iteration 26Q: 3 clusters Score -1.256229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 96804 members 
Entering Unmasked Estep 
Score: -12562314.000000 Penalty: 3734.314697
	Iteration 27Q: 3 clusters Score -1.256231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -12562348.000000 Penalty: 3734.314697
	Iteration 28Q: 3 clusters Score -1.256235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -12562359.000000 Penalty: 3734.314697
	Iteration 29Q: 3 clusters Score -1.256236e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -12562361.000000 Penalty: 3734.314697
	Iteration 30Q: 3 clusters Score -1.256236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -12562389.000000 Penalty: 3734.314697
	Iteration 31Q: 3 clusters Score -1.256239e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 96954 members 
Entering Unmasked Estep 
Score: -12562400.000000 Penalty: 3734.314697
	Iteration 32Q: 3 clusters Score -1.25624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 96976 members 
Entering Unmasked Estep 
Score: -12562410.000000 Penalty: 3734.314697
	Iteration 33Q: 3 clusters Score -1.256241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 96994 members 
Entering Unmasked Estep 
Score: -12562432.000000 Penalty: 3734.314697
	Iteration 34Q: 3 clusters Score -1.256243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 97008 members 
Entering Unmasked Estep 
Score: -12562436.000000 Penalty: 3734.314697
	Iteration 35Q: 3 clusters Score -1.256244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 97015 members 
Entering Unmasked Estep 
Score: -12562447.000000 Penalty: 3734.314697
	Iteration 36Q: 3 clusters Score -1.256245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -12562457.000000 Penalty: 3734.314697
	Iteration 37Q: 3 clusters Score -1.256246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 97035 members 
Entering Unmasked Estep 
Score: -12562470.000000 Penalty: 3734.314697
	Iteration 38Q: 3 clusters Score -1.256247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -12562466.000000 Penalty: 3734.314697
	Iteration 39Q: 3 clusters Score -1.256247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -12562475.000000 Penalty: 3734.314697
	Iteration 40F: 3 clusters Score -1.256248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -12562478.000000 Penalty: 3734.314697
	Iteration 41Q: 3 clusters Score -1.256248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -12562473.000000 Penalty: 3734.314697
	Iteration 42Q: 3 clusters Score -1.256247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -12562476.000000 Penalty: 3734.314697
	Iteration 43Q: 3 clusters Score -1.256248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -12562495.000000 Penalty: 3734.314697
	Iteration 44Q: 3 clusters Score -1.25625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -12562489.000000 Penalty: 3734.314697
	Iteration 45Q: 3 clusters Score -1.256249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -12562497.000000 Penalty: 3734.314697
	Iteration 46Q: 3 clusters Score -1.25625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -12562499.000000 Penalty: 3734.314697
	Iteration 47Q: 3 clusters Score -1.25625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -12562499.000000 Penalty: 3734.314697
	Iteration 48Q: 3 clusters Score -1.25625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 97037 members 
Entering Unmasked Estep 
Score: -12562489.000000 Penalty: 3734.314697
	Iteration 49Q: 3 clusters Score -1.256249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 97035 members 
Entering Unmasked Estep 
Score: -12562491.000000 Penalty: 3734.314697
	Iteration 50Q: 3 clusters Score -1.256249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -12562491.000000 Penalty: 3734.314697
	Iteration 51Q: 3 clusters Score -1.256249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -12562491.000000 Penalty: 3734.314697
	Iteration 52F: 3 clusters Score -1.256249e+07 nChanged 0
--- Evaluating fit on full set of 1654790 points ---
Entering Unmasked Estep 
Score: -208901280.000000 Penalty: 41883.613281
21->19 Clusters: Score -208901280.000000, best is -208935728.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 551596 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 26472 members 
Mstep: Class 3 contains 26142 members 
Mstep: Class 4 contains 26503 members 
Mstep: Class 5 contains 26456 members 
Mstep: Class 6 contains 26192 members 
Mstep: Class 7 contains 26035 members 
Mstep: Class 8 contains 26439 members 
Mstep: Class 9 contains 26132 members 
Mstep: Class 10 contains 26338 members 
Mstep: Class 11 contains 26447 members 
Mstep: Class 12 contains 26294 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 26039 members 
Mstep: Class 15 contains 26178 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 17 contains 26428 members 
Mstep: Class 18 contains 26266 members 
Mstep: Class 19 contains 26465 members 
Mstep: Class 20 contains 26215 members 
Mstep: Class 21 contains 26010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1093.236328 but Gain 2148.339844
Score: -66752560.000000 Penalty: 42966.859375
Iteration 0F: 21 clusters Score -6.675256e+07 nChanged 525479
Entering Unmasked Mstep 
Mstep: Class 0 contains 760 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5954 members 
Mstep: Class 3 contains 289414 members 
Mstep: Class 4 contains 1006 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 26197 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 5826 members 
Mstep: Class 10 contains 8995 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1198 members 
Mstep: Class 14 contains 3044 members 
Mstep: Class 15 contains 91807 members 
Mstep: Class 16 contains 9453 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 17504 members 
Mstep: Class 19 contains 43089 members 
Mstep: Class 20 contains 9760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1466.904541 but Gain 2148.343750
Score: -68732968.000000 Penalty: 40818.515625
Iteration 1F: 20 clusters Score -6.873297e+07 nChanged 145285
Entering Unmasked Mstep 
Mstep: Class 0 contains 701 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5617 members 
Mstep: Class 3 contains 266282 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 25226 members 
Mstep: Class 8 contains 5276 members 
Mstep: Class 9 contains 7618 members 
Mstep: Class 10 contains 6805 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 15 contains 143051 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 14770 members 
Mstep: Class 19 contains 40406 members 
Mstep: Class 20 contains 9385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1348.596558 but Gain 2148.343750
Score: -68945736.000000 Penalty: 38670.171875
Iteration 2F: 19 clusters Score -6.894574e+07 nChanged 110510
Entering Unmasked Mstep 
Mstep: Class 0 contains 520 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 229898 members 
Mstep: Class 4 contains 530 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 22392 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 12118 members 
Mstep: Class 10 contains 7343 members 
Mstep: Class 11 contains 1293 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 15 contains 189163 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 36548 members 
Mstep: Class 20 contains 13197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1260.233887 but Gain 2148.343750
Score: -69022288.000000 Penalty: 36521.828125
Iteration 3F: 18 clusters Score -6.902229e+07 nChanged 85217
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10211 members 
Mstep: Class 3 contains 220643 members 
Mstep: Class 4 contains 572 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 19601 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 14672 members 
Mstep: Class 10 contains 9683 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 15 contains 195425 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 729 members 
Mstep: Class 18 contains 12755 members 
Mstep: Class 19 contains 36387 members 
Mstep: Class 20 contains 16583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1104.141968 but Gain 2148.343750
Score: -69089240.000000 Penalty: 34373.484375
Iteration 4F: 17 clusters Score -6.908924e+07 nChanged 70438
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13562 members 
Mstep: Class 3 contains 213341 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 6 contains 809 members 
Mstep: Class 7 contains 16296 members 
Mstep: Class 8 contains 1284 members 
Mstep: Class 9 contains 16073 members 
Mstep: Class 10 contains 14797 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 15 contains 189871 members 
Mstep: Class 16 contains 7024 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 40713 members 
Mstep: Class 20 contains 19170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1752.530884 but Gain 2148.341797
Score: -69157184.000000 Penalty: 32225.142578
Iteration 5F: 16 clusters Score -6.915718e+07 nChanged 64003
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16673 members 
Mstep: Class 3 contains 205129 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 12419 members 
Mstep: Class 9 contains 16788 members 
Mstep: Class 10 contains 21967 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 15 contains 180463 members 
Mstep: Class 16 contains 8117 members 
Mstep: Class 17 contains 722 members 
Mstep: Class 18 contains 13690 members 
Mstep: Class 19 contains 49109 members 
Mstep: Class 20 contains 21251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69221232.000000 Penalty: 32225.142578
Iteration 6F: 16 clusters Score -6.922123e+07 nChanged 57185
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18921 members 
Mstep: Class 3 contains 196827 members 
Mstep: Class 4 contains 722 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 8719 members 
Mstep: Class 9 contains 16957 members 
Mstep: Class 10 contains 28742 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 15 contains 169485 members 
Mstep: Class 16 contains 8926 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 13876 members 
Mstep: Class 19 contains 60358 members 
Mstep: Class 20 contains 22662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2070.658936 but Gain 2148.341797
Score: -69273288.000000 Penalty: 30076.800781
Iteration 7F: 15 clusters Score -6.927329e+07 nChanged 52466
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 20557 members 
Mstep: Class 3 contains 188071 members 
Mstep: Class 4 contains 753 members 
Mstep: Class 6 contains 851 members 
Mstep: Class 7 contains 5965 members 
Mstep: Class 9 contains 17011 members 
Mstep: Class 10 contains 34014 members 
Mstep: Class 15 contains 160215 members 
Mstep: Class 16 contains 9733 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 14632 members 
Mstep: Class 19 contains 72884 members 
Mstep: Class 20 contains 23797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69319480.000000 Penalty: 30076.800781
Iteration 8F: 15 clusters Score -6.931948e+07 nChanged 42803
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 21418 members 
Mstep: Class 3 contains 177203 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 4198 members 
Mstep: Class 9 contains 16962 members 
Mstep: Class 10 contains 37757 members 
Mstep: Class 15 contains 152378 members 
Mstep: Class 16 contains 10067 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 16222 members 
Mstep: Class 19 contains 85259 members 
Mstep: Class 20 contains 24809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69356208.000000 Penalty: 30076.800781
Iteration 9F: 15 clusters Score -6.935621e+07 nChanged 35224
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 21884 members 
Mstep: Class 3 contains 166903 members 
Mstep: Class 4 contains 804 members 
Mstep: Class 6 contains 691 members 
Mstep: Class 7 contains 3352 members 
Mstep: Class 9 contains 16892 members 
Mstep: Class 10 contains 40408 members 
Mstep: Class 15 contains 146089 members 
Mstep: Class 16 contains 10312 members 
Mstep: Class 17 contains 647 members 
Mstep: Class 18 contains 18640 members 
Mstep: Class 19 contains 95649 members 
Mstep: Class 20 contains 25633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69385144.000000 Penalty: 30076.800781
Iteration 10F: 15 clusters Score -6.938514e+07 nChanged 29275
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 22112 members 
Mstep: Class 3 contains 158521 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 9 contains 16949 members 
Mstep: Class 10 contains 42808 members 
Mstep: Class 15 contains 139839 members 
Mstep: Class 16 contains 10589 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 21325 members 
Mstep: Class 19 contains 103708 members 
Mstep: Class 20 contains 26404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69408440.000000 Penalty: 30076.800781
Iteration 11F: 15 clusters Score -6.940844e+07 nChanged 27071
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 22457 members 
Mstep: Class 3 contains 150904 members 
Mstep: Class 4 contains 796 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 3109 members 
Mstep: Class 9 contains 17168 members 
Mstep: Class 10 contains 44886 members 
Mstep: Class 15 contains 132420 members 
Mstep: Class 16 contains 10787 members 
Mstep: Class 17 contains 607 members 
Mstep: Class 18 contains 23780 members 
Mstep: Class 19 contains 112516 members 
Mstep: Class 20 contains 26977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69429520.000000 Penalty: 30076.800781
Iteration 12Q: 15 clusters Score -6.942952e+07 nChanged 26012
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 22970 members 
Mstep: Class 3 contains 144265 members 
Mstep: Class 4 contains 797 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 9 contains 17437 members 
Mstep: Class 10 contains 46565 members 
Mstep: Class 15 contains 124123 members 
Mstep: Class 16 contains 10908 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 25742 members 
Mstep: Class 19 contains 122206 members 
Mstep: Class 20 contains 27188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69441624.000000 Penalty: 30076.800781
Iteration 13Q: 15 clusters Score -6.944162e+07 nChanged 24881
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 23685 members 
Mstep: Class 3 contains 138711 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 9 contains 17731 members 
Mstep: Class 10 contains 47826 members 
Mstep: Class 15 contains 115966 members 
Mstep: Class 16 contains 10934 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 27025 members 
Mstep: Class 19 contains 131930 members 
Mstep: Class 20 contains 27074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69447304.000000 Penalty: 30076.800781
Iteration 14Q: 15 clusters Score -6.94473e+07 nChanged 23539
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 24615 members 
Mstep: Class 3 contains 132632 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 6 contains 546 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 9 contains 18138 members 
Mstep: Class 10 contains 48811 members 
Mstep: Class 15 contains 109352 members 
Mstep: Class 16 contains 10799 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 27723 members 
Mstep: Class 19 contains 141231 members 
Mstep: Class 20 contains 27073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69447528.000000 Penalty: 30076.800781
Iteration 15Q: 15 clusters Score -6.944753e+07 nChanged 21304
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 25675 members 
Mstep: Class 3 contains 127027 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 4240 members 
Mstep: Class 9 contains 18580 members 
Mstep: Class 10 contains 49670 members 
Mstep: Class 15 contains 105409 members 
Mstep: Class 16 contains 10682 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 28172 members 
Mstep: Class 19 contains 147285 members 
Mstep: Class 20 contains 27328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69447928.000000 Penalty: 30076.800781
Iteration 16Q: 15 clusters Score -6.944793e+07 nChanged 19423
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 26882 members 
Mstep: Class 3 contains 123008 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 10 contains 50384 members 
Mstep: Class 15 contains 103808 members 
Mstep: Class 16 contains 10535 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 149541 members 
Mstep: Class 20 contains 27663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69449032.000000 Penalty: 30076.800781
Iteration 17Q: 15 clusters Score -6.944903e+07 nChanged 17225
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 28170 members 
Mstep: Class 3 contains 121150 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 9 contains 19299 members 
Mstep: Class 10 contains 51009 members 
Mstep: Class 15 contains 103503 members 
Mstep: Class 16 contains 10349 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 28561 members 
Mstep: Class 19 contains 148523 members 
Mstep: Class 20 contains 28067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69451440.000000 Penalty: 30076.800781
Iteration 18Q: 15 clusters Score -6.945144e+07 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 29562 members 
Mstep: Class 3 contains 120760 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 5582 members 
Mstep: Class 9 contains 19633 members 
Mstep: Class 10 contains 51541 members 
Mstep: Class 15 contains 103397 members 
Mstep: Class 16 contains 10199 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 18 contains 28714 members 
Mstep: Class 19 contains 145805 members 
Mstep: Class 20 contains 28496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69454608.000000 Penalty: 30076.800781
Iteration 19Q: 15 clusters Score -6.945461e+07 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 30971 members 
Mstep: Class 3 contains 120946 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 6 contains 539 members 
Mstep: Class 7 contains 6062 members 
Mstep: Class 9 contains 19917 members 
Mstep: Class 10 contains 51990 members 
Mstep: Class 15 contains 103293 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 28818 members 
Mstep: Class 19 contains 142596 members 
Mstep: Class 20 contains 29002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69459216.000000 Penalty: 30076.800781
Iteration 20F: 15 clusters Score -6.945922e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 32438 members 
Mstep: Class 3 contains 120381 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 6623 members 
Mstep: Class 9 contains 20136 members 
Mstep: Class 10 contains 52366 members 
Mstep: Class 15 contains 102649 members 
Mstep: Class 16 contains 9967 members 
Mstep: Class 17 contains 566 members 
Mstep: Class 18 contains 28843 members 
Mstep: Class 19 contains 140668 members 
Mstep: Class 20 contains 29538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69461672.000000 Penalty: 30076.800781
Iteration 21Q: 15 clusters Score -6.946167e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 34014 members 
Mstep: Class 3 contains 120227 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 7231 members 
Mstep: Class 9 contains 20327 members 
Mstep: Class 10 contains 52705 members 
Mstep: Class 15 contains 102293 members 
Mstep: Class 16 contains 9938 members 
Mstep: Class 17 contains 560 members 
Mstep: Class 18 contains 28874 members 
Mstep: Class 19 contains 137897 members 
Mstep: Class 20 contains 30083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69464784.000000 Penalty: 30076.800781
Iteration 22Q: 15 clusters Score -6.946478e+07 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 35731 members 
Mstep: Class 3 contains 119701 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 6 contains 547 members 
Mstep: Class 7 contains 7905 members 
Mstep: Class 9 contains 20495 members 
Mstep: Class 10 contains 53019 members 
Mstep: Class 15 contains 101789 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 556 members 
Mstep: Class 18 contains 28920 members 
Mstep: Class 19 contains 135553 members 
Mstep: Class 20 contains 30565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69467936.000000 Penalty: 30076.800781
Iteration 23Q: 15 clusters Score -6.946794e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 37478 members 
Mstep: Class 3 contains 118914 members 
Mstep: Class 4 contains 789 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 9 contains 20642 members 
Mstep: Class 10 contains 53340 members 
Mstep: Class 15 contains 101332 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 28954 members 
Mstep: Class 19 contains 133440 members 
Mstep: Class 20 contains 30989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69470016.000000 Penalty: 30076.800781
Iteration 24Q: 15 clusters Score -6.947002e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 39259 members 
Mstep: Class 3 contains 118023 members 
Mstep: Class 4 contains 791 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 9339 members 
Mstep: Class 9 contains 20762 members 
Mstep: Class 10 contains 53652 members 
Mstep: Class 15 contains 100773 members 
Mstep: Class 16 contains 9945 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 29001 members 
Mstep: Class 19 contains 131452 members 
Mstep: Class 20 contains 31424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69472424.000000 Penalty: 30076.800781
Iteration 25Q: 15 clusters Score -6.947242e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 41112 members 
Mstep: Class 3 contains 116912 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 10159 members 
Mstep: Class 9 contains 20858 members 
Mstep: Class 10 contains 53946 members 
Mstep: Class 15 contains 100171 members 
Mstep: Class 16 contains 9992 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 29040 members 
Mstep: Class 19 contains 129554 members 
Mstep: Class 20 contains 31875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69474240.000000 Penalty: 30076.800781
Iteration 26Q: 15 clusters Score -6.947424e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 42987 members 
Mstep: Class 3 contains 115828 members 
Mstep: Class 4 contains 799 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 9 contains 20926 members 
Mstep: Class 10 contains 54204 members 
Mstep: Class 15 contains 99392 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 29048 members 
Mstep: Class 19 contains 127776 members 
Mstep: Class 20 contains 32281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69476536.000000 Penalty: 30076.800781
Iteration 27Q: 15 clusters Score -6.947654e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 44806 members 
Mstep: Class 3 contains 114828 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 12040 members 
Mstep: Class 9 contains 20992 members 
Mstep: Class 10 contains 54451 members 
Mstep: Class 15 contains 98429 members 
Mstep: Class 16 contains 10149 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 29087 members 
Mstep: Class 19 contains 126123 members 
Mstep: Class 20 contains 32651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69478056.000000 Penalty: 30076.800781
Iteration 28Q: 15 clusters Score -6.947806e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 46611 members 
Mstep: Class 3 contains 113932 members 
Mstep: Class 4 contains 804 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 13063 members 
Mstep: Class 9 contains 21045 members 
Mstep: Class 10 contains 54683 members 
Mstep: Class 15 contains 97369 members 
Mstep: Class 16 contains 10198 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 29180 members 
Mstep: Class 19 contains 124452 members 
Mstep: Class 20 contains 33003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69479960.000000 Penalty: 30076.800781
Iteration 29Q: 15 clusters Score -6.947996e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 48341 members 
Mstep: Class 3 contains 113169 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 14086 members 
Mstep: Class 9 contains 21088 members 
Mstep: Class 10 contains 54907 members 
Mstep: Class 15 contains 96237 members 
Mstep: Class 16 contains 10241 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 29308 members 
Mstep: Class 19 contains 122782 members 
Mstep: Class 20 contains 33341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69482040.000000 Penalty: 30076.800781
Iteration 30Q: 15 clusters Score -6.948204e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 50119 members 
Mstep: Class 3 contains 112527 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 15112 members 
Mstep: Class 9 contains 21131 members 
Mstep: Class 10 contains 55141 members 
Mstep: Class 15 contains 95038 members 
Mstep: Class 16 contains 10308 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 29457 members 
Mstep: Class 19 contains 120998 members 
Mstep: Class 20 contains 33635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69484008.000000 Penalty: 30076.800781
Iteration 31Q: 15 clusters Score -6.948401e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 51756 members 
Mstep: Class 3 contains 112015 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 9 contains 21140 members 
Mstep: Class 10 contains 55331 members 
Mstep: Class 15 contains 93811 members 
Mstep: Class 16 contains 10382 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 29601 members 
Mstep: Class 19 contains 119317 members 
Mstep: Class 20 contains 33941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69486048.000000 Penalty: 30076.800781
Iteration 32Q: 15 clusters Score -6.948605e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 53298 members 
Mstep: Class 3 contains 111505 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 17106 members 
Mstep: Class 9 contains 21128 members 
Mstep: Class 10 contains 55541 members 
Mstep: Class 15 contains 92593 members 
Mstep: Class 16 contains 10442 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 29746 members 
Mstep: Class 19 contains 117797 members 
Mstep: Class 20 contains 34218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69488160.000000 Penalty: 30076.800781
Iteration 33Q: 15 clusters Score -6.948816e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 54688 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 18066 members 
Mstep: Class 9 contains 21095 members 
Mstep: Class 10 contains 55721 members 
Mstep: Class 15 contains 91342 members 
Mstep: Class 16 contains 10510 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 29903 members 
Mstep: Class 19 contains 116382 members 
Mstep: Class 20 contains 34549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69489672.000000 Penalty: 30076.800781
Iteration 34Q: 15 clusters Score -6.948967e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 55863 members 
Mstep: Class 3 contains 110628 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 18972 members 
Mstep: Class 9 contains 21052 members 
Mstep: Class 10 contains 55891 members 
Mstep: Class 15 contains 90132 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 30040 members 
Mstep: Class 19 contains 115226 members 
Mstep: Class 20 contains 34884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69491368.000000 Penalty: 30076.800781
Iteration 35Q: 15 clusters Score -6.949137e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 56900 members 
Mstep: Class 3 contains 110074 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 19852 members 
Mstep: Class 9 contains 20994 members 
Mstep: Class 10 contains 56058 members 
Mstep: Class 15 contains 88993 members 
Mstep: Class 16 contains 10709 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 30228 members 
Mstep: Class 19 contains 114231 members 
Mstep: Class 20 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69492576.000000 Penalty: 30076.800781
Iteration 36Q: 15 clusters Score -6.949258e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 57770 members 
Mstep: Class 3 contains 109447 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 20723 members 
Mstep: Class 9 contains 20889 members 
Mstep: Class 10 contains 56223 members 
Mstep: Class 15 contains 87921 members 
Mstep: Class 16 contains 10816 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 30451 members 
Mstep: Class 19 contains 113434 members 
Mstep: Class 20 contains 35536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69493520.000000 Penalty: 30076.800781
Iteration 37Q: 15 clusters Score -6.949352e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 58627 members 
Mstep: Class 3 contains 108694 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 21573 members 
Mstep: Class 9 contains 20764 members 
Mstep: Class 10 contains 56426 members 
Mstep: Class 15 contains 86868 members 
Mstep: Class 16 contains 10954 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 30684 members 
Mstep: Class 19 contains 112673 members 
Mstep: Class 20 contains 35862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69494800.000000 Penalty: 30076.800781
Iteration 38Q: 15 clusters Score -6.94948e+07 nChanged 6444
Entering ConstructFrom: 
Score: -69494800.000000 Penalty: 30076.800781
Entering ConstructFrom: 
Trying to split cluster 1 (6490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Entering Unmasked Estep 
Score: -780405.875000 Penalty: 1426.427979
	Iteration 0F: 2 clusters Score -780405.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -775462.250000 Penalty: 2852.855957
	Iteration 0F: 3 clusters Score -775462.2 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -776847.375000 Penalty: 2852.855957
	Iteration 1F: 3 clusters Score -776847.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -777032.187500 Penalty: 2852.855957
	Iteration 2F: 3 clusters Score -777032.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -777165.375000 Penalty: 2852.855957
	Iteration 3Q: 3 clusters Score -777165.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -777267.062500 Penalty: 2852.855957
	Iteration 4Q: 3 clusters Score -777267.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -777358.250000 Penalty: 2852.855957
	Iteration 5Q: 3 clusters Score -777358.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -777456.250000 Penalty: 2852.855957
	Iteration 6Q: 3 clusters Score -777456.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -777561.562500 Penalty: 2852.855957
	Iteration 7Q: 3 clusters Score -777561.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -777675.125000 Penalty: 2852.855957
	Iteration 8Q: 3 clusters Score -777675.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -777806.437500 Penalty: 2852.855957
	Iteration 9Q: 3 clusters Score -777806.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -777937.812500 Penalty: 2852.855957
	Iteration 10Q: 3 clusters Score -777937.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -778084.937500 Penalty: 2852.855957
	Iteration 11Q: 3 clusters Score -778084.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -778243.125000 Penalty: 2852.855957
	Iteration 12Q: 3 clusters Score -778243.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -778395.250000 Penalty: 2852.855957
	Iteration 13Q: 3 clusters Score -778395.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -778557.062500 Penalty: 2852.855957
	Iteration 14Q: 3 clusters Score -778557.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -778712.562500 Penalty: 2852.855957
	Iteration 15Q: 3 clusters Score -778712.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -778852.000000 Penalty: 2852.855957
	Iteration 16Q: 3 clusters Score -778852 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -778941.625000 Penalty: 2852.855957
	Iteration 17Q: 3 clusters Score -778941.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -779023.000000 Penalty: 2852.855957
	Iteration 18Q: 3 clusters Score -779023 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -779087.312500 Penalty: 2852.855957
	Iteration 19Q: 3 clusters Score -779087.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -779133.687500 Penalty: 2852.855957
	Iteration 20F: 3 clusters Score -779133.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -779170.562500 Penalty: 2852.855957
	Iteration 21Q: 3 clusters Score -779170.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -779194.000000 Penalty: 2852.855957
	Iteration 22Q: 3 clusters Score -779194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -779208.687500 Penalty: 2852.855957
	Iteration 23Q: 3 clusters Score -779208.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -779217.250000 Penalty: 2852.855957
	Iteration 24Q: 3 clusters Score -779217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -779226.937500 Penalty: 2852.855957
	Iteration 25Q: 3 clusters Score -779226.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -779234.312500 Penalty: 2852.855957
	Iteration 26Q: 3 clusters Score -779234.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -779240.687500 Penalty: 2852.855957
	Iteration 27Q: 3 clusters Score -779240.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -779243.437500 Penalty: 2852.855957
	Iteration 28Q: 3 clusters Score -779243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -779245.312500 Penalty: 2852.855957
	Iteration 29Q: 3 clusters Score -779245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -779247.500000 Penalty: 2852.855957
	Iteration 30Q: 3 clusters Score -779247.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -779252.000000 Penalty: 2852.855957
	Iteration 31Q: 3 clusters Score -779252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -779257.500000 Penalty: 2852.855957
	Iteration 32Q: 3 clusters Score -779257.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -779257.062500 Penalty: 2852.855957
	Iteration 33Q: 3 clusters Score -779257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -779257.437500 Penalty: 2852.855957
	Iteration 34Q: 3 clusters Score -779257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -779257.437500 Penalty: 2852.855957
	Iteration 35F: 3 clusters Score -779257.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Entering Unmasked Estep 
Score: -7612409.500000 Penalty: 1786.169678
	Iteration 0F: 2 clusters Score -7612410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -7572851.500000 Penalty: 3572.339355
	Iteration 0F: 3 clusters Score -7572852 nChanged 27879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -7588775.000000 Penalty: 3572.339355
	Iteration 1F: 3 clusters Score -7588775 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -7589620.500000 Penalty: 3572.339355
	Iteration 2Q: 3 clusters Score -7589620 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -7590881.000000 Penalty: 3572.339355
	Iteration 3Q: 3 clusters Score -7590881 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -7592797.500000 Penalty: 3572.339355
	Iteration 4F: 3 clusters Score -7592798 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -7595680.500000 Penalty: 3572.339355
	Iteration 5F: 3 clusters Score -7595680 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -7598955.000000 Penalty: 3572.339355
	Iteration 6F: 3 clusters Score -7598955 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -7601930.000000 Penalty: 3572.339355
	Iteration 7F: 3 clusters Score -7601930 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -7604080.000000 Penalty: 3572.339355
	Iteration 8F: 3 clusters Score -7604080 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -7605331.500000 Penalty: 3572.339355
	Iteration 9Q: 3 clusters Score -7605332 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -7606187.500000 Penalty: 3572.339355
	Iteration 10Q: 3 clusters Score -7606188 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -7606636.000000 Penalty: 3572.339355
	Iteration 11Q: 3 clusters Score -7606636 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -7606998.500000 Penalty: 3572.339355
	Iteration 12Q: 3 clusters Score -7606998 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -7607351.500000 Penalty: 3572.339355
	Iteration 13Q: 3 clusters Score -7607352 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -7607682.500000 Penalty: 3572.339355
	Iteration 14Q: 3 clusters Score -7607682 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -7608023.500000 Penalty: 3572.339355
	Iteration 15Q: 3 clusters Score -7608024 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -7608322.000000 Penalty: 3572.339355
	Iteration 16Q: 3 clusters Score -7608322 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -7608609.000000 Penalty: 3572.339355
	Iteration 17Q: 3 clusters Score -7608609 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7608867.500000 Penalty: 3572.339355
	Iteration 18Q: 3 clusters Score -7608868 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -7609098.000000 Penalty: 3572.339355
	Iteration 19Q: 3 clusters Score -7609098 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -7609328.500000 Penalty: 3572.339355
	Iteration 20F: 3 clusters Score -7609328 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -7609547.000000 Penalty: 3572.339355
	Iteration 21Q: 3 clusters Score -7609547 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -7609764.000000 Penalty: 3572.339355
	Iteration 22Q: 3 clusters Score -7609764 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7609973.000000 Penalty: 3572.339355
	Iteration 23Q: 3 clusters Score -7609973 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -7610102.500000 Penalty: 3572.339355
	Iteration 24Q: 3 clusters Score -7610102 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -7610221.500000 Penalty: 3572.339355
	Iteration 25Q: 3 clusters Score -7610222 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -7610348.000000 Penalty: 3572.339355
	Iteration 26Q: 3 clusters Score -7610348 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -7610408.000000 Penalty: 3572.339355
	Iteration 27Q: 3 clusters Score -7610408 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -7610470.000000 Penalty: 3572.339355
	Iteration 28Q: 3 clusters Score -7610470 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -7610547.500000 Penalty: 3572.339355
	Iteration 29Q: 3 clusters Score -7610548 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -7610621.000000 Penalty: 3572.339355
	Iteration 30Q: 3 clusters Score -7610621 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -7610657.000000 Penalty: 3572.339355
	Iteration 31Q: 3 clusters Score -7610657 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -7610676.000000 Penalty: 3572.339355
	Iteration 32Q: 3 clusters Score -7610676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -7610709.500000 Penalty: 3572.339355
	Iteration 33Q: 3 clusters Score -7610710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -7610735.500000 Penalty: 3572.339355
	Iteration 34Q: 3 clusters Score -7610736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -7610760.500000 Penalty: 3572.339355
	Iteration 35Q: 3 clusters Score -7610760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -7610784.000000 Penalty: 3572.339355
	Iteration 36Q: 3 clusters Score -7610784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -7610797.000000 Penalty: 3572.339355
	Iteration 37Q: 3 clusters Score -7610797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -7610790.000000 Penalty: 3572.339355
	Iteration 38Q: 3 clusters Score -7610790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -7610802.500000 Penalty: 3572.339355
	Iteration 39Q: 3 clusters Score -7610802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -7610816.000000 Penalty: 3572.339355
	Iteration 40F: 3 clusters Score -7610816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -7610818.500000 Penalty: 3572.339355
	Iteration 41Q: 3 clusters Score -7610818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -7610820.500000 Penalty: 3572.339355
	Iteration 42Q: 3 clusters Score -7610820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -7610815.500000 Penalty: 3572.339355
	Iteration 43Q: 3 clusters Score -7610816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -7610816.000000 Penalty: 3572.339355
	Iteration 44Q: 3 clusters Score -7610816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -7610816.000000 Penalty: 3572.339355
	Iteration 45Q: 3 clusters Score -7610816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -7610817.000000 Penalty: 3572.339355
	Iteration 46Q: 3 clusters Score -7610817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -7610815.500000 Penalty: 3572.339355
	Iteration 47Q: 3 clusters Score -7610816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -7610818.500000 Penalty: 3572.339355
	Iteration 48Q: 3 clusters Score -7610818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -7610819.000000 Penalty: 3572.339355
	Iteration 49Q: 3 clusters Score -7610819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -7610819.000000 Penalty: 3572.339355
	Iteration 50F: 3 clusters Score -7610819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Entering Unmasked Estep 
Score: -13847105.000000 Penalty: 1883.154785
	Iteration 0F: 2 clusters Score -1.38471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -13777998.000000 Penalty: 3766.309570
	Iteration 0F: 3 clusters Score -1.3778e+07 nChanged 51845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -13809108.000000 Penalty: 3766.309570
	Iteration 1F: 3 clusters Score -1.380911e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -13811193.000000 Penalty: 3766.309570
	Iteration 2Q: 3 clusters Score -1.381119e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -13814425.000000 Penalty: 3766.309570
	Iteration 3F: 3 clusters Score -1.381442e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -13819793.000000 Penalty: 3766.309570
	Iteration 4F: 3 clusters Score -1.381979e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -13827062.000000 Penalty: 3766.309570
	Iteration 5F: 3 clusters Score -1.382706e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -13834538.000000 Penalty: 3766.309570
	Iteration 6F: 3 clusters Score -1.383454e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -13839756.000000 Penalty: 3766.309570
	Iteration 7F: 3 clusters Score -1.383976e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -13842578.000000 Penalty: 3766.309570
	Iteration 8Q: 3 clusters Score -1.384258e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -13843905.000000 Penalty: 3766.309570
	Iteration 9Q: 3 clusters Score -1.38439e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -13844551.000000 Penalty: 3766.309570
	Iteration 10Q: 3 clusters Score -1.384455e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -13844909.000000 Penalty: 3766.309570
	Iteration 11Q: 3 clusters Score -1.384491e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 107178 members 
Entering Unmasked Estep 
Score: -13845052.000000 Penalty: 3766.309570
	Iteration 12Q: 3 clusters Score -1.384505e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -13845164.000000 Penalty: 3766.309570
	Iteration 13Q: 3 clusters Score -1.384516e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -13845237.000000 Penalty: 3766.309570
	Iteration 14Q: 3 clusters Score -1.384524e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 107356 members 
Entering Unmasked Estep 
Score: -13845273.000000 Penalty: 3766.309570
	Iteration 15Q: 3 clusters Score -1.384527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -13845297.000000 Penalty: 3766.309570
	Iteration 16Q: 3 clusters Score -1.38453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -13845323.000000 Penalty: 3766.309570
	Iteration 17Q: 3 clusters Score -1.384532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 107397 members 
Entering Unmasked Estep 
Score: -13845349.000000 Penalty: 3766.309570
	Iteration 18Q: 3 clusters Score -1.384535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -13845370.000000 Penalty: 3766.309570
	Iteration 19Q: 3 clusters Score -1.384537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -13845389.000000 Penalty: 3766.309570
	Iteration 20F: 3 clusters Score -1.384539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -13845390.000000 Penalty: 3766.309570
	Iteration 21Q: 3 clusters Score -1.384539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -13845400.000000 Penalty: 3766.309570
	Iteration 22Q: 3 clusters Score -1.38454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 107432 members 
Entering Unmasked Estep 
Score: -13845411.000000 Penalty: 3766.309570
	Iteration 23Q: 3 clusters Score -1.384541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 107433 members 
Entering Unmasked Estep 
Score: -13845423.000000 Penalty: 3766.309570
	Iteration 24Q: 3 clusters Score -1.384542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -13845422.000000 Penalty: 3766.309570
	Iteration 25Q: 3 clusters Score -1.384542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -13845437.000000 Penalty: 3766.309570
	Iteration 26Q: 3 clusters Score -1.384544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 107447 members 
Entering Unmasked Estep 
Score: -13845444.000000 Penalty: 3766.309570
	Iteration 27Q: 3 clusters Score -1.384544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -13845446.000000 Penalty: 3766.309570
	Iteration 28Q: 3 clusters Score -1.384545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 107452 members 
Entering Unmasked Estep 
Score: -13845436.000000 Penalty: 3766.309570
	Iteration 29Q: 3 clusters Score -1.384544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 107452 members 
Entering Unmasked Estep 
Score: -13845436.000000 Penalty: 3766.309570
	Iteration 30F: 3 clusters Score -1.384544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -82301.507812 Penalty: 1087.059814
	Iteration 0F: 2 clusters Score -82301.51 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 395 members 
Entering Unmasked Estep 
Score: -81108.226562 Penalty: 2174.119629
	Iteration 0F: 3 clusters Score -81108.23 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81739.718750 Penalty: 2174.119629
	Iteration 1F: 3 clusters Score -81739.72 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -82230.531250 Penalty: 2174.119629
	Iteration 2F: 3 clusters Score -82230.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -82501.820312 Penalty: 2174.119629
	Iteration 3F: 3 clusters Score -82501.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -82735.570312 Penalty: 2174.119629
	Iteration 4F: 3 clusters Score -82735.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -82888.609375 Penalty: 2174.119629
	Iteration 5Q: 3 clusters Score -82888.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82972.156250 Penalty: 2174.119629
	Iteration 6Q: 3 clusters Score -82972.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83017.750000 Penalty: 2174.119629
	Iteration 7Q: 3 clusters Score -83017.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83032.914062 Penalty: 2174.119629
	Iteration 8Q: 3 clusters Score -83032.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -83041.812500 Penalty: 2174.119629
	Iteration 9Q: 3 clusters Score -83041.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83043.625000 Penalty: 2174.119629
	Iteration 10Q: 3 clusters Score -83043.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83044.617188 Penalty: 2174.119629
	Iteration 11Q: 3 clusters Score -83044.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83044.617188 Penalty: 2174.119629
	Iteration 12F: 3 clusters Score -83044.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 59386 members 
Mstep: Class 3 contains 107866 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 22366 members 
Mstep: Class 9 contains 20645 members 
Mstep: Class 10 contains 56642 members 
Mstep: Class 15 contains 85968 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 30915 members 
Mstep: Class 19 contains 111958 members 
Mstep: Class 20 contains 36193 members 
Entering Unmasked Estep 
Score: -69495416.000000 Penalty: 32225.142578
Splitting cluster 4 changes total score from -69494800.000000 to -69495416.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -53549.437500 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -53549.44 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 269 members 
Entering Unmasked Estep 
Score: -52541.820312 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -52541.82 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52840.792969 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -52840.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53018.976562 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -53018.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53129.714844 Penalty: 2029.354248
	Iteration 3F: 3 clusters Score -53129.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53165.992188 Penalty: 2029.354248
	Iteration 4Q: 3 clusters Score -53165.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53179.980469 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -53179.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53184.648438 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -53184.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53196.773438 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -53196.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53205.597656 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -53205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53206.093750 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -53206.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53207.035156 Penalty: 2029.354248
	Iteration 10Q: 3 clusters Score -53207.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53216.757812 Penalty: 2029.354248
	Iteration 11Q: 3 clusters Score -53216.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53224.343750 Penalty: 2029.354248
	Iteration 12Q: 3 clusters Score -53224.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53225.996094 Penalty: 2029.354248
	Iteration 13Q: 3 clusters Score -53226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53225.996094 Penalty: 2029.354248
	Iteration 14F: 3 clusters Score -53226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Entering Unmasked Estep 
Score: -2909002.500000 Penalty: 1627.485718
	Iteration 0F: 2 clusters Score -2909002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2893743.500000 Penalty: 3254.971436
	Iteration 0F: 3 clusters Score -2893744 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2899285.500000 Penalty: 3254.971436
	Iteration 1F: 3 clusters Score -2899286 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2899606.500000 Penalty: 3254.971436
	Iteration 2Q: 3 clusters Score -2899606 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2900004.750000 Penalty: 3254.971436
	Iteration 3Q: 3 clusters Score -2900005 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2900527.250000 Penalty: 3254.971436
	Iteration 4Q: 3 clusters Score -2900527 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2901325.500000 Penalty: 3254.971436
	Iteration 5F: 3 clusters Score -2901326 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2902462.000000 Penalty: 3254.971436
	Iteration 6F: 3 clusters Score -2902462 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2903967.000000 Penalty: 3254.971436
	Iteration 7F: 3 clusters Score -2903967 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2905474.000000 Penalty: 3254.971436
	Iteration 8F: 3 clusters Score -2905474 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2906548.250000 Penalty: 3254.971436
	Iteration 9Q: 3 clusters Score -2906548 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2907064.250000 Penalty: 3254.971436
	Iteration 10Q: 3 clusters Score -2907064 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2907307.750000 Penalty: 3254.971436
	Iteration 11Q: 3 clusters Score -2907308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2907446.500000 Penalty: 3254.971436
	Iteration 12Q: 3 clusters Score -2907446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2907525.000000 Penalty: 3254.971436
	Iteration 13Q: 3 clusters Score -2907525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2907563.250000 Penalty: 3254.971436
	Iteration 14Q: 3 clusters Score -2907563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2907581.500000 Penalty: 3254.971436
	Iteration 15Q: 3 clusters Score -2907582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2907588.000000 Penalty: 3254.971436
	Iteration 16Q: 3 clusters Score -2907588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2907595.500000 Penalty: 3254.971436
	Iteration 17Q: 3 clusters Score -2907596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2907606.000000 Penalty: 3254.971436
	Iteration 18Q: 3 clusters Score -2907606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2907609.500000 Penalty: 3254.971436
	Iteration 19Q: 3 clusters Score -2907610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2907609.500000 Penalty: 3254.971436
	Iteration 20F: 3 clusters Score -2907610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Entering Unmasked Estep 
Score: -2587549.750000 Penalty: 1614.474609
	Iteration 0F: 2 clusters Score -2587550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2573440.000000 Penalty: 3228.949219
	Iteration 0F: 3 clusters Score -2573440 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2578689.500000 Penalty: 3228.949219
	Iteration 1F: 3 clusters Score -2578690 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2579395.250000 Penalty: 3228.949219
	Iteration 2F: 3 clusters Score -2579395 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2580697.750000 Penalty: 3228.949219
	Iteration 3F: 3 clusters Score -2580698 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2582422.250000 Penalty: 3228.949219
	Iteration 4F: 3 clusters Score -2582422 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2584036.500000 Penalty: 3228.949219
	Iteration 5F: 3 clusters Score -2584036 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2585346.500000 Penalty: 3228.949219
	Iteration 6F: 3 clusters Score -2585346 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2586309.000000 Penalty: 3228.949219
	Iteration 7F: 3 clusters Score -2586309 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2586966.250000 Penalty: 3228.949219
	Iteration 8Q: 3 clusters Score -2586966 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2587440.250000 Penalty: 3228.949219
	Iteration 9Q: 3 clusters Score -2587440 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2587783.250000 Penalty: 3228.949219
	Iteration 10Q: 3 clusters Score -2587783 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2587907.250000 Penalty: 3228.949219
	Iteration 11Q: 3 clusters Score -2587907 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2587954.250000 Penalty: 3228.949219
	Iteration 12Q: 3 clusters Score -2587954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2588002.500000 Penalty: 3228.949219
	Iteration 13Q: 3 clusters Score -2588002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2588026.750000 Penalty: 3228.949219
	Iteration 14Q: 3 clusters Score -2588027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2588053.750000 Penalty: 3228.949219
	Iteration 15Q: 3 clusters Score -2588054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2588070.750000 Penalty: 3228.949219
	Iteration 16Q: 3 clusters Score -2588071 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2588083.750000 Penalty: 3228.949219
	Iteration 17Q: 3 clusters Score -2588084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2588090.250000 Penalty: 3228.949219
	Iteration 18Q: 3 clusters Score -2588090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2588095.250000 Penalty: 3228.949219
	Iteration 19Q: 3 clusters Score -2588095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2588098.000000 Penalty: 3228.949219
	Iteration 20F: 3 clusters Score -2588098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2588100.750000 Penalty: 3228.949219
	Iteration 21Q: 3 clusters Score -2588101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2588101.500000 Penalty: 3228.949219
	Iteration 22Q: 3 clusters Score -2588102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2588106.250000 Penalty: 3228.949219
	Iteration 23Q: 3 clusters Score -2588106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2588109.750000 Penalty: 3228.949219
	Iteration 24Q: 3 clusters Score -2588110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2588114.750000 Penalty: 3228.949219
	Iteration 25Q: 3 clusters Score -2588115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2588122.750000 Penalty: 3228.949219
	Iteration 26Q: 3 clusters Score -2588123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2588119.000000 Penalty: 3228.949219
	Iteration 27Q: 3 clusters Score -2588119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2588120.750000 Penalty: 3228.949219
	Iteration 28Q: 3 clusters Score -2588121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2588121.000000 Penalty: 3228.949219
	Iteration 29Q: 3 clusters Score -2588121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2588120.250000 Penalty: 3228.949219
	Iteration 30Q: 3 clusters Score -2588120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2588123.250000 Penalty: 3228.949219
	Iteration 31Q: 3 clusters Score -2588123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2588125.750000 Penalty: 3228.949219
	Iteration 32Q: 3 clusters Score -2588126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2588125.750000 Penalty: 3228.949219
	Iteration 33F: 3 clusters Score -2588126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 59386 members 
Mstep: Class 3 contains 107866 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 22366 members 
Mstep: Class 8 contains 18873 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 56642 members 
Mstep: Class 15 contains 85968 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 30915 members 
Mstep: Class 19 contains 111958 members 
Mstep: Class 20 contains 36193 members 
Entering Unmasked Estep 
Score: -69495488.000000 Penalty: 34373.484375
Splitting cluster 9 changes total score from -69494800.000000 to -69495488.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 10 (56642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Entering Unmasked Estep 
Score: -7283187.000000 Penalty: 1778.482178
	Iteration 0F: 2 clusters Score -7283187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -7245298.000000 Penalty: 3556.964355
	Iteration 0F: 3 clusters Score -7245298 nChanged 26639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -7260315.000000 Penalty: 3556.964355
	Iteration 1F: 3 clusters Score -7260315 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -7260798.500000 Penalty: 3556.964355
	Iteration 2Q: 3 clusters Score -7260798 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -7261231.500000 Penalty: 3556.964355
	Iteration 3Q: 3 clusters Score -7261232 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -7261866.000000 Penalty: 3556.964355
	Iteration 4Q: 3 clusters Score -7261866 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -7262703.000000 Penalty: 3556.964355
	Iteration 5Q: 3 clusters Score -7262703 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -7264003.000000 Penalty: 3556.964355
	Iteration 6Q: 3 clusters Score -7264003 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -7265865.000000 Penalty: 3556.964355
	Iteration 7F: 3 clusters Score -7265865 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -7268535.500000 Penalty: 3556.964355
	Iteration 8F: 3 clusters Score -7268536 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -7271797.500000 Penalty: 3556.964355
	Iteration 9F: 3 clusters Score -7271798 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -7275176.500000 Penalty: 3556.964355
	Iteration 10F: 3 clusters Score -7275176 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -7277938.000000 Penalty: 3556.964355
	Iteration 11F: 3 clusters Score -7277938 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -7279785.000000 Penalty: 3556.964355
	Iteration 12Q: 3 clusters Score -7279785 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -7280739.500000 Penalty: 3556.964355
	Iteration 13Q: 3 clusters Score -7280740 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -7281201.500000 Penalty: 3556.964355
	Iteration 14Q: 3 clusters Score -7281202 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -7281431.000000 Penalty: 3556.964355
	Iteration 15Q: 3 clusters Score -7281431 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -7281528.000000 Penalty: 3556.964355
	Iteration 16Q: 3 clusters Score -7281528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -7281570.500000 Penalty: 3556.964355
	Iteration 17Q: 3 clusters Score -7281570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -7281578.500000 Penalty: 3556.964355
	Iteration 18Q: 3 clusters Score -7281578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -7281589.500000 Penalty: 3556.964355
	Iteration 19Q: 3 clusters Score -7281590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -7281594.500000 Penalty: 3556.964355
	Iteration 20F: 3 clusters Score -7281594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -7281605.500000 Penalty: 3556.964355
	Iteration 21Q: 3 clusters Score -7281606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -7281611.500000 Penalty: 3556.964355
	Iteration 22Q: 3 clusters Score -7281612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -7281612.000000 Penalty: 3556.964355
	Iteration 23Q: 3 clusters Score -7281612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -7281613.000000 Penalty: 3556.964355
	Iteration 24Q: 3 clusters Score -7281613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -7281616.000000 Penalty: 3556.964355
	Iteration 25Q: 3 clusters Score -7281616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -7281626.500000 Penalty: 3556.964355
	Iteration 26Q: 3 clusters Score -7281626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -7281628.000000 Penalty: 3556.964355
	Iteration 27Q: 3 clusters Score -7281628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -7281635.000000 Penalty: 3556.964355
	Iteration 28Q: 3 clusters Score -7281635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -7281648.000000 Penalty: 3556.964355
	Iteration 29Q: 3 clusters Score -7281648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -7281652.000000 Penalty: 3556.964355
	Iteration 30Q: 3 clusters Score -7281652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -7281655.000000 Penalty: 3556.964355
	Iteration 31Q: 3 clusters Score -7281655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -7281653.500000 Penalty: 3556.964355
	Iteration 32Q: 3 clusters Score -7281654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -7281656.000000 Penalty: 3556.964355
	Iteration 33Q: 3 clusters Score -7281656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -7281656.000000 Penalty: 3556.964355
	Iteration 34F: 3 clusters Score -7281656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (85968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Entering Unmasked Estep 
Score: -11057570.000000 Penalty: 1846.281250
	Iteration 0F: 2 clusters Score -1.105757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -11001466.000000 Penalty: 3692.562500
	Iteration 0F: 3 clusters Score -1.100147e+07 nChanged 40891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -11024929.000000 Penalty: 3692.562500
	Iteration 1F: 3 clusters Score -1.102493e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -11025454.000000 Penalty: 3692.562500
	Iteration 2Q: 3 clusters Score -1.102545e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -11026081.000000 Penalty: 3692.562500
	Iteration 3Q: 3 clusters Score -1.102608e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -11026718.000000 Penalty: 3692.562500
	Iteration 4Q: 3 clusters Score -1.102672e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -11027558.000000 Penalty: 3692.562500
	Iteration 5Q: 3 clusters Score -1.102756e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -11028844.000000 Penalty: 3692.562500
	Iteration 6Q: 3 clusters Score -1.102884e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -11030823.000000 Penalty: 3692.562500
	Iteration 7Q: 3 clusters Score -1.103082e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -11033553.000000 Penalty: 3692.562500
	Iteration 8F: 3 clusters Score -1.103355e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -11037185.000000 Penalty: 3692.562500
	Iteration 9F: 3 clusters Score -1.103718e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -11041106.000000 Penalty: 3692.562500
	Iteration 10F: 3 clusters Score -1.104111e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -11044121.000000 Penalty: 3692.562500
	Iteration 11F: 3 clusters Score -1.104412e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66913 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -11046134.000000 Penalty: 3692.562500
	Iteration 12Q: 3 clusters Score -1.104613e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -11047303.000000 Penalty: 3692.562500
	Iteration 13Q: 3 clusters Score -1.10473e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -11048048.000000 Penalty: 3692.562500
	Iteration 14Q: 3 clusters Score -1.104805e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -11048536.000000 Penalty: 3692.562500
	Iteration 15Q: 3 clusters Score -1.104854e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -11049071.000000 Penalty: 3692.562500
	Iteration 16Q: 3 clusters Score -1.104907e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -11049548.000000 Penalty: 3692.562500
	Iteration 17Q: 3 clusters Score -1.104955e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -11050068.000000 Penalty: 3692.562500
	Iteration 18Q: 3 clusters Score -1.105007e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -11050471.000000 Penalty: 3692.562500
	Iteration 19Q: 3 clusters Score -1.105047e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -11050879.000000 Penalty: 3692.562500
	Iteration 20F: 3 clusters Score -1.105088e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -11051293.000000 Penalty: 3692.562500
	Iteration 21Q: 3 clusters Score -1.105129e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -11051715.000000 Penalty: 3692.562500
	Iteration 22Q: 3 clusters Score -1.105172e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -11052122.000000 Penalty: 3692.562500
	Iteration 23Q: 3 clusters Score -1.105212e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -11052521.000000 Penalty: 3692.562500
	Iteration 24Q: 3 clusters Score -1.105252e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -11052881.000000 Penalty: 3692.562500
	Iteration 25Q: 3 clusters Score -1.105288e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -11053307.000000 Penalty: 3692.562500
	Iteration 26Q: 3 clusters Score -1.105331e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -11053641.000000 Penalty: 3692.562500
	Iteration 27Q: 3 clusters Score -1.105364e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -11053975.000000 Penalty: 3692.562500
	Iteration 28Q: 3 clusters Score -1.105398e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -11054320.000000 Penalty: 3692.562500
	Iteration 29Q: 3 clusters Score -1.105432e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -11054609.000000 Penalty: 3692.562500
	Iteration 30Q: 3 clusters Score -1.105461e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83774 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -11054852.000000 Penalty: 3692.562500
	Iteration 31Q: 3 clusters Score -1.105485e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -11055091.000000 Penalty: 3692.562500
	Iteration 32Q: 3 clusters Score -1.105509e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11055263.000000 Penalty: 3692.562500
	Iteration 33Q: 3 clusters Score -1.105526e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -11055424.000000 Penalty: 3692.562500
	Iteration 34Q: 3 clusters Score -1.105542e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11055569.000000 Penalty: 3692.562500
	Iteration 35Q: 3 clusters Score -1.105557e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11055644.000000 Penalty: 3692.562500
	Iteration 36Q: 3 clusters Score -1.105564e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11055671.000000 Penalty: 3692.562500
	Iteration 37Q: 3 clusters Score -1.105567e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11055730.000000 Penalty: 3692.562500
	Iteration 38Q: 3 clusters Score -1.105573e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11055759.000000 Penalty: 3692.562500
	Iteration 39Q: 3 clusters Score -1.105576e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85190 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11055802.000000 Penalty: 3692.562500
	Iteration 40F: 3 clusters Score -1.10558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11055835.000000 Penalty: 3692.562500
	Iteration 41Q: 3 clusters Score -1.105584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11055868.000000 Penalty: 3692.562500
	Iteration 42Q: 3 clusters Score -1.105587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11055873.000000 Penalty: 3692.562500
	Iteration 43Q: 3 clusters Score -1.105587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11055885.000000 Penalty: 3692.562500
	Iteration 44Q: 3 clusters Score -1.105588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11055909.000000 Penalty: 3692.562500
	Iteration 45Q: 3 clusters Score -1.105591e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11055944.000000 Penalty: 3692.562500
	Iteration 46Q: 3 clusters Score -1.105594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11055953.000000 Penalty: 3692.562500
	Iteration 47Q: 3 clusters Score -1.105595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85402 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11055986.000000 Penalty: 3692.562500
	Iteration 48Q: 3 clusters Score -1.105599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11055985.000000 Penalty: 3692.562500
	Iteration 49Q: 3 clusters Score -1.105598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11056001.000000 Penalty: 3692.562500
	Iteration 50Q: 3 clusters Score -1.1056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -11056009.000000 Penalty: 3692.562500
	Iteration 51Q: 3 clusters Score -1.105601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -11056009.000000 Penalty: 3692.562500
	Iteration 52Q: 3 clusters Score -1.105601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11056005.000000 Penalty: 3692.562500
	Iteration 53Q: 3 clusters Score -1.1056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11056010.000000 Penalty: 3692.562500
	Iteration 54Q: 3 clusters Score -1.105601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11056008.000000 Penalty: 3692.562500
	Iteration 55Q: 3 clusters Score -1.105601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11056009.000000 Penalty: 3692.562500
	Iteration 56Q: 3 clusters Score -1.105601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11056012.000000 Penalty: 3692.562500
	Iteration 57Q: 3 clusters Score -1.105601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11056020.000000 Penalty: 3692.562500
	Iteration 58Q: 3 clusters Score -1.105602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85434 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11056018.000000 Penalty: 3692.562500
	Iteration 59Q: 3 clusters Score -1.105602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11056013.000000 Penalty: 3692.562500
	Iteration 60F: 3 clusters Score -1.105601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85442 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11056020.000000 Penalty: 3692.562500
	Iteration 61Q: 3 clusters Score -1.105602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11056029.000000 Penalty: 3692.562500
	Iteration 62Q: 3 clusters Score -1.105603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11056040.000000 Penalty: 3692.562500
	Iteration 63Q: 3 clusters Score -1.105604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11056031.000000 Penalty: 3692.562500
	Iteration 64Q: 3 clusters Score -1.105603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11056036.000000 Penalty: 3692.562500
	Iteration 65Q: 3 clusters Score -1.105604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11056034.000000 Penalty: 3692.562500
	Iteration 66Q: 3 clusters Score -1.105603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11056035.000000 Penalty: 3692.562500
	Iteration 67Q: 3 clusters Score -1.105604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11056043.000000 Penalty: 3692.562500
	Iteration 68Q: 3 clusters Score -1.105604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85452 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11056044.000000 Penalty: 3692.562500
	Iteration 69Q: 3 clusters Score -1.105604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11056050.000000 Penalty: 3692.562500
	Iteration 70Q: 3 clusters Score -1.105605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11056045.000000 Penalty: 3692.562500
	Iteration 71Q: 3 clusters Score -1.105604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11056052.000000 Penalty: 3692.562500
	Iteration 72Q: 3 clusters Score -1.105605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11056052.000000 Penalty: 3692.562500
	Iteration 73Q: 3 clusters Score -1.105605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11056052.000000 Penalty: 3692.562500
	Iteration 74Q: 3 clusters Score -1.105605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11056054.000000 Penalty: 3692.562500
	Iteration 75Q: 3 clusters Score -1.105605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11056064.000000 Penalty: 3692.562500
	Iteration 76Q: 3 clusters Score -1.105606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11056068.000000 Penalty: 3692.562500
	Iteration 77Q: 3 clusters Score -1.105607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11056068.000000 Penalty: 3692.562500
	Iteration 78Q: 3 clusters Score -1.105607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11056068.000000 Penalty: 3692.562500
	Iteration 79F: 3 clusters Score -1.105607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Entering Unmasked Estep 
Score: -1435607.500000 Penalty: 1513.945923
	Iteration 0F: 2 clusters Score -1435608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1427662.875000 Penalty: 3027.891846
	Iteration 0F: 3 clusters Score -1427663 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1430296.750000 Penalty: 3027.891846
	Iteration 1F: 3 clusters Score -1430297 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1430621.000000 Penalty: 3027.891846
	Iteration 2F: 3 clusters Score -1430621 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1430956.250000 Penalty: 3027.891846
	Iteration 3F: 3 clusters Score -1430956 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1431265.625000 Penalty: 3027.891846
	Iteration 4F: 3 clusters Score -1431266 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1431590.375000 Penalty: 3027.891846
	Iteration 5F: 3 clusters Score -1431590 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1431970.375000 Penalty: 3027.891846
	Iteration 6F: 3 clusters Score -1431970 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1432391.500000 Penalty: 3027.891846
	Iteration 7F: 3 clusters Score -1432392 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1432779.750000 Penalty: 3027.891846
	Iteration 8F: 3 clusters Score -1432780 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1433098.750000 Penalty: 3027.891846
	Iteration 9Q: 3 clusters Score -1433099 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1433323.375000 Penalty: 3027.891846
	Iteration 10Q: 3 clusters Score -1433323 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1433463.625000 Penalty: 3027.891846
	Iteration 11Q: 3 clusters Score -1433464 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1433559.125000 Penalty: 3027.891846
	Iteration 12Q: 3 clusters Score -1433559 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1433636.875000 Penalty: 3027.891846
	Iteration 13Q: 3 clusters Score -1433637 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1433685.375000 Penalty: 3027.891846
	Iteration 14Q: 3 clusters Score -1433685 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1433728.625000 Penalty: 3027.891846
	Iteration 15Q: 3 clusters Score -1433729 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1433765.625000 Penalty: 3027.891846
	Iteration 16Q: 3 clusters Score -1433766 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1433791.375000 Penalty: 3027.891846
	Iteration 17Q: 3 clusters Score -1433791 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1433812.250000 Penalty: 3027.891846
	Iteration 18Q: 3 clusters Score -1433812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1433824.750000 Penalty: 3027.891846
	Iteration 19Q: 3 clusters Score -1433825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1433841.750000 Penalty: 3027.891846
	Iteration 20F: 3 clusters Score -1433842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1433861.875000 Penalty: 3027.891846
	Iteration 21Q: 3 clusters Score -1433862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1433873.125000 Penalty: 3027.891846
	Iteration 22Q: 3 clusters Score -1433873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1433887.875000 Penalty: 3027.891846
	Iteration 23Q: 3 clusters Score -1433888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1433899.000000 Penalty: 3027.891846
	Iteration 24Q: 3 clusters Score -1433899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1433902.750000 Penalty: 3027.891846
	Iteration 25Q: 3 clusters Score -1433903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1433906.625000 Penalty: 3027.891846
	Iteration 26Q: 3 clusters Score -1433907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1433912.625000 Penalty: 3027.891846
	Iteration 27Q: 3 clusters Score -1433913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1433914.625000 Penalty: 3027.891846
	Iteration 28Q: 3 clusters Score -1433915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1433916.750000 Penalty: 3027.891846
	Iteration 29Q: 3 clusters Score -1433917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1433918.625000 Penalty: 3027.891846
	Iteration 30Q: 3 clusters Score -1433919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1433921.500000 Penalty: 3027.891846
	Iteration 31Q: 3 clusters Score -1433922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1433922.875000 Penalty: 3027.891846
	Iteration 32Q: 3 clusters Score -1433923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1433923.625000 Penalty: 3027.891846
	Iteration 33Q: 3 clusters Score -1433924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1433928.625000 Penalty: 3027.891846
	Iteration 34Q: 3 clusters Score -1433929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1433926.375000 Penalty: 3027.891846
	Iteration 35Q: 3 clusters Score -1433926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1433927.000000 Penalty: 3027.891846
	Iteration 36Q: 3 clusters Score -1433927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1433930.375000 Penalty: 3027.891846
	Iteration 37Q: 3 clusters Score -1433930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1433934.250000 Penalty: 3027.891846
	Iteration 38Q: 3 clusters Score -1433934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1433934.500000 Penalty: 3027.891846
	Iteration 39Q: 3 clusters Score -1433934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1433937.375000 Penalty: 3027.891846
	Iteration 40F: 3 clusters Score -1433937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1433934.000000 Penalty: 3027.891846
	Iteration 41Q: 3 clusters Score -1433934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1433939.500000 Penalty: 3027.891846
	Iteration 42Q: 3 clusters Score -1433940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1433943.750000 Penalty: 3027.891846
	Iteration 43Q: 3 clusters Score -1433944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1433947.875000 Penalty: 3027.891846
	Iteration 44Q: 3 clusters Score -1433948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1433947.125000 Penalty: 3027.891846
	Iteration 45Q: 3 clusters Score -1433947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1433948.625000 Penalty: 3027.891846
	Iteration 46Q: 3 clusters Score -1433949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1433950.875000 Penalty: 3027.891846
	Iteration 47Q: 3 clusters Score -1433951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1433948.875000 Penalty: 3027.891846
	Iteration 48Q: 3 clusters Score -1433949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1433948.375000 Penalty: 3027.891846
	Iteration 49Q: 3 clusters Score -1433948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1433951.000000 Penalty: 3027.891846
	Iteration 50Q: 3 clusters Score -1433951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1433951.750000 Penalty: 3027.891846
	Iteration 51Q: 3 clusters Score -1433952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1433950.250000 Penalty: 3027.891846
	Iteration 52Q: 3 clusters Score -1433950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1433952.125000 Penalty: 3027.891846
	Iteration 53Q: 3 clusters Score -1433952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1433954.125000 Penalty: 3027.891846
	Iteration 54Q: 3 clusters Score -1433954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1433956.750000 Penalty: 3027.891846
	Iteration 55Q: 3 clusters Score -1433957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1433961.750000 Penalty: 3027.891846
	Iteration 56Q: 3 clusters Score -1433962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1433964.750000 Penalty: 3027.891846
	Iteration 57Q: 3 clusters Score -1433965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1433965.125000 Penalty: 3027.891846
	Iteration 58Q: 3 clusters Score -1433965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1433964.625000 Penalty: 3027.891846
	Iteration 59Q: 3 clusters Score -1433965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1433966.750000 Penalty: 3027.891846
	Iteration 60F: 3 clusters Score -1433967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1433969.625000 Penalty: 3027.891846
	Iteration 61Q: 3 clusters Score -1433970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1433975.500000 Penalty: 3027.891846
	Iteration 62Q: 3 clusters Score -1433976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1433978.875000 Penalty: 3027.891846
	Iteration 63Q: 3 clusters Score -1433979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1433985.375000 Penalty: 3027.891846
	Iteration 64Q: 3 clusters Score -1433985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1433987.250000 Penalty: 3027.891846
	Iteration 65Q: 3 clusters Score -1433987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1433991.625000 Penalty: 3027.891846
	Iteration 66Q: 3 clusters Score -1433992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1433991.500000 Penalty: 3027.891846
	Iteration 67Q: 3 clusters Score -1433992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1433996.500000 Penalty: 3027.891846
	Iteration 68Q: 3 clusters Score -1433996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1433996.750000 Penalty: 3027.891846
	Iteration 69Q: 3 clusters Score -1433997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1434005.625000 Penalty: 3027.891846
	Iteration 70Q: 3 clusters Score -1434006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1434012.500000 Penalty: 3027.891846
	Iteration 71Q: 3 clusters Score -1434012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1434016.625000 Penalty: 3027.891846
	Iteration 72Q: 3 clusters Score -1434017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1434019.375000 Penalty: 3027.891846
	Iteration 73Q: 3 clusters Score -1434019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1434029.500000 Penalty: 3027.891846
	Iteration 74Q: 3 clusters Score -1434030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1434038.625000 Penalty: 3027.891846
	Iteration 75Q: 3 clusters Score -1434039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1434049.625000 Penalty: 3027.891846
	Iteration 76Q: 3 clusters Score -1434050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1434057.625000 Penalty: 3027.891846
	Iteration 77Q: 3 clusters Score -1434058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1434064.750000 Penalty: 3027.891846
	Iteration 78Q: 3 clusters Score -1434065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1434076.000000 Penalty: 3027.891846
	Iteration 79Q: 3 clusters Score -1434076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1434087.625000 Penalty: 3027.891846
	Iteration 80F: 3 clusters Score -1434088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1434091.750000 Penalty: 3027.891846
	Iteration 81Q: 3 clusters Score -1434092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1434099.125000 Penalty: 3027.891846
	Iteration 82Q: 3 clusters Score -1434099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1434105.500000 Penalty: 3027.891846
	Iteration 83Q: 3 clusters Score -1434106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1434118.250000 Penalty: 3027.891846
	Iteration 84Q: 3 clusters Score -1434118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1434124.000000 Penalty: 3027.891846
	Iteration 85Q: 3 clusters Score -1434124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1434135.750000 Penalty: 3027.891846
	Iteration 86Q: 3 clusters Score -1434136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1434150.625000 Penalty: 3027.891846
	Iteration 87Q: 3 clusters Score -1434151 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1434156.250000 Penalty: 3027.891846
	Iteration 88Q: 3 clusters Score -1434156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1434167.750000 Penalty: 3027.891846
	Iteration 89Q: 3 clusters Score -1434168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1434177.125000 Penalty: 3027.891846
	Iteration 90Q: 3 clusters Score -1434177 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1434192.500000 Penalty: 3027.891846
	Iteration 91Q: 3 clusters Score -1434192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1434200.875000 Penalty: 3027.891846
	Iteration 92Q: 3 clusters Score -1434201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1434203.750000 Penalty: 3027.891846
	Iteration 93Q: 3 clusters Score -1434204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1434210.125000 Penalty: 3027.891846
	Iteration 94Q: 3 clusters Score -1434210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1434215.750000 Penalty: 3027.891846
	Iteration 95Q: 3 clusters Score -1434216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1434221.625000 Penalty: 3027.891846
	Iteration 96Q: 3 clusters Score -1434222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1434224.375000 Penalty: 3027.891846
	Iteration 97Q: 3 clusters Score -1434224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1434230.125000 Penalty: 3027.891846
	Iteration 98Q: 3 clusters Score -1434230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1434229.750000 Penalty: 3027.891846
	Iteration 99Q: 3 clusters Score -1434230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1434234.125000 Penalty: 3027.891846
	Iteration 100F: 3 clusters Score -1434234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1434239.125000 Penalty: 3027.891846
	Iteration 101Q: 3 clusters Score -1434239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1434243.875000 Penalty: 3027.891846
	Iteration 102Q: 3 clusters Score -1434244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1434249.375000 Penalty: 3027.891846
	Iteration 103Q: 3 clusters Score -1434249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1434253.250000 Penalty: 3027.891846
	Iteration 104Q: 3 clusters Score -1434253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1434252.750000 Penalty: 3027.891846
	Iteration 105Q: 3 clusters Score -1434253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1434253.000000 Penalty: 3027.891846
	Iteration 106Q: 3 clusters Score -1434253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1434263.500000 Penalty: 3027.891846
	Iteration 107Q: 3 clusters Score -1434264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1434261.750000 Penalty: 3027.891846
	Iteration 108Q: 3 clusters Score -1434262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1434265.500000 Penalty: 3027.891846
	Iteration 109Q: 3 clusters Score -1434266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1434268.000000 Penalty: 3027.891846
	Iteration 110Q: 3 clusters Score -1434268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1434266.000000 Penalty: 3027.891846
	Iteration 111Q: 3 clusters Score -1434266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1434267.875000 Penalty: 3027.891846
	Iteration 112Q: 3 clusters Score -1434268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1434270.625000 Penalty: 3027.891846
	Iteration 113Q: 3 clusters Score -1434271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1434274.000000 Penalty: 3027.891846
	Iteration 114Q: 3 clusters Score -1434274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1434272.500000 Penalty: 3027.891846
	Iteration 115Q: 3 clusters Score -1434272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1434270.750000 Penalty: 3027.891846
	Iteration 116Q: 3 clusters Score -1434271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1434273.750000 Penalty: 3027.891846
	Iteration 117Q: 3 clusters Score -1434274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1434278.750000 Penalty: 3027.891846
	Iteration 118Q: 3 clusters Score -1434279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1434281.750000 Penalty: 3027.891846
	Iteration 119Q: 3 clusters Score -1434282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1434282.750000 Penalty: 3027.891846
	Iteration 120F: 3 clusters Score -1434283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1434283.000000 Penalty: 3027.891846
	Iteration 121Q: 3 clusters Score -1434283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1434285.875000 Penalty: 3027.891846
	Iteration 122Q: 3 clusters Score -1434286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1434285.875000 Penalty: 3027.891846
	Iteration 123Q: 3 clusters Score -1434286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1434288.625000 Penalty: 3027.891846
	Iteration 124Q: 3 clusters Score -1434289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1434289.875000 Penalty: 3027.891846
	Iteration 125Q: 3 clusters Score -1434290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1434296.000000 Penalty: 3027.891846
	Iteration 126Q: 3 clusters Score -1434296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1434301.250000 Penalty: 3027.891846
	Iteration 127Q: 3 clusters Score -1434301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1434306.625000 Penalty: 3027.891846
	Iteration 128Q: 3 clusters Score -1434307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1434311.375000 Penalty: 3027.891846
	Iteration 129Q: 3 clusters Score -1434311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1434312.875000 Penalty: 3027.891846
	Iteration 130Q: 3 clusters Score -1434313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1434320.875000 Penalty: 3027.891846
	Iteration 131Q: 3 clusters Score -1434321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1434321.000000 Penalty: 3027.891846
	Iteration 132Q: 3 clusters Score -1434321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1434324.875000 Penalty: 3027.891846
	Iteration 133Q: 3 clusters Score -1434325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1434324.250000 Penalty: 3027.891846
	Iteration 134Q: 3 clusters Score -1434324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1434327.000000 Penalty: 3027.891846
	Iteration 135Q: 3 clusters Score -1434327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1434328.000000 Penalty: 3027.891846
	Iteration 136Q: 3 clusters Score -1434328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1434332.500000 Penalty: 3027.891846
	Iteration 137Q: 3 clusters Score -1434332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1434337.000000 Penalty: 3027.891846
	Iteration 138Q: 3 clusters Score -1434337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1434334.500000 Penalty: 3027.891846
	Iteration 139Q: 3 clusters Score -1434334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1434335.875000 Penalty: 3027.891846
	Iteration 140F: 3 clusters Score -1434336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1434336.250000 Penalty: 3027.891846
	Iteration 141Q: 3 clusters Score -1434336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1434335.875000 Penalty: 3027.891846
	Iteration 142Q: 3 clusters Score -1434336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1434338.500000 Penalty: 3027.891846
	Iteration 143Q: 3 clusters Score -1434338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1434336.625000 Penalty: 3027.891846
	Iteration 144Q: 3 clusters Score -1434337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1434339.500000 Penalty: 3027.891846
	Iteration 145Q: 3 clusters Score -1434340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1434340.750000 Penalty: 3027.891846
	Iteration 146Q: 3 clusters Score -1434341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1434341.875000 Penalty: 3027.891846
	Iteration 147Q: 3 clusters Score -1434342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1434340.625000 Penalty: 3027.891846
	Iteration 148Q: 3 clusters Score -1434341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1434342.000000 Penalty: 3027.891846
	Iteration 149Q: 3 clusters Score -1434342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1434342.250000 Penalty: 3027.891846
	Iteration 150Q: 3 clusters Score -1434342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1434341.375000 Penalty: 3027.891846
	Iteration 151Q: 3 clusters Score -1434341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1434341.375000 Penalty: 3027.891846
	Iteration 152Q: 3 clusters Score -1434341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1434342.000000 Penalty: 3027.891846
	Iteration 153Q: 3 clusters Score -1434342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1434343.750000 Penalty: 3027.891846
	Iteration 154Q: 3 clusters Score -1434344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1434345.250000 Penalty: 3027.891846
	Iteration 155Q: 3 clusters Score -1434345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1434344.125000 Penalty: 3027.891846
	Iteration 156Q: 3 clusters Score -1434344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1434345.875000 Penalty: 3027.891846
	Iteration 157Q: 3 clusters Score -1434346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1434344.875000 Penalty: 3027.891846
	Iteration 158Q: 3 clusters Score -1434345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1434349.375000 Penalty: 3027.891846
	Iteration 159Q: 3 clusters Score -1434349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1434349.500000 Penalty: 3027.891846
	Iteration 160F: 3 clusters Score -1434350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1434358.500000 Penalty: 3027.891846
	Iteration 161Q: 3 clusters Score -1434358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1434359.000000 Penalty: 3027.891846
	Iteration 162Q: 3 clusters Score -1434359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1434365.125000 Penalty: 3027.891846
	Iteration 163Q: 3 clusters Score -1434365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1434368.625000 Penalty: 3027.891846
	Iteration 164Q: 3 clusters Score -1434369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1434370.375000 Penalty: 3027.891846
	Iteration 165Q: 3 clusters Score -1434370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1434371.250000 Penalty: 3027.891846
	Iteration 166Q: 3 clusters Score -1434371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1434374.375000 Penalty: 3027.891846
	Iteration 167Q: 3 clusters Score -1434374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1434376.125000 Penalty: 3027.891846
	Iteration 168Q: 3 clusters Score -1434376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1434375.625000 Penalty: 3027.891846
	Iteration 169Q: 3 clusters Score -1434376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1434379.500000 Penalty: 3027.891846
	Iteration 170Q: 3 clusters Score -1434380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1434380.000000 Penalty: 3027.891846
	Iteration 171Q: 3 clusters Score -1434380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1434379.625000 Penalty: 3027.891846
	Iteration 172Q: 3 clusters Score -1434380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1434383.750000 Penalty: 3027.891846
	Iteration 173Q: 3 clusters Score -1434384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1434384.625000 Penalty: 3027.891846
	Iteration 174Q: 3 clusters Score -1434385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1434383.750000 Penalty: 3027.891846
	Iteration 175Q: 3 clusters Score -1434384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1434384.875000 Penalty: 3027.891846
	Iteration 176Q: 3 clusters Score -1434385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1434387.875000 Penalty: 3027.891846
	Iteration 177Q: 3 clusters Score -1434388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1434387.625000 Penalty: 3027.891846
	Iteration 178Q: 3 clusters Score -1434388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1434388.875000 Penalty: 3027.891846
	Iteration 179Q: 3 clusters Score -1434389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1434392.750000 Penalty: 3027.891846
	Iteration 180F: 3 clusters Score -1434393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1434391.875000 Penalty: 3027.891846
	Iteration 181Q: 3 clusters Score -1434392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1434394.125000 Penalty: 3027.891846
	Iteration 182Q: 3 clusters Score -1434394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1434391.625000 Penalty: 3027.891846
	Iteration 183Q: 3 clusters Score -1434392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1434391.625000 Penalty: 3027.891846
	Iteration 184F: 3 clusters Score -1434392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -34403.273438 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -34403.27 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 282 members 
Entering Unmasked Estep 
Score: -33628.316406 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -33628.32 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34315.972656 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -34315.97 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34693.355469 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -34693.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34851.503906 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -34851.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35107.179688 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -35107.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35349.468750 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -35349.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35385.507812 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -35385.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35397.828125 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -35397.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35401.746094 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -35401.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35406.937500 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -35406.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35408.351562 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -35408.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35411.996094 Penalty: 2053.078613
	Iteration 11F: 3 clusters Score -35412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35424.332031 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -35424.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35425.566406 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -35425.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35429.789062 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -35429.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35431.886719 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -35431.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35432.925781 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -35432.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35432.925781 Penalty: 2053.078613
	Iteration 17F: 3 clusters Score -35432.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 59386 members 
Mstep: Class 3 contains 107866 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 22366 members 
Mstep: Class 8 contains 18873 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 56642 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 15 contains 85968 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 30915 members 
Mstep: Class 19 contains 111958 members 
Mstep: Class 20 contains 36193 members 
Entering Unmasked Estep 
Score: -69495416.000000 Penalty: 36521.828125
Splitting cluster 17 changes total score from -69494800.000000 to -69495416.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 18 (30915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Entering Unmasked Estep 
Score: -3981662.750000 Penalty: 1680.087036
	Iteration 0F: 2 clusters Score -3981663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3960976.750000 Penalty: 3360.174072
	Iteration 0F: 3 clusters Score -3960977 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3968883.250000 Penalty: 3360.174072
	Iteration 1F: 3 clusters Score -3968883 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3969291.750000 Penalty: 3360.174072
	Iteration 2Q: 3 clusters Score -3969292 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3969700.750000 Penalty: 3360.174072
	Iteration 3Q: 3 clusters Score -3969701 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3970170.500000 Penalty: 3360.174072
	Iteration 4Q: 3 clusters Score -3970170 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3970905.250000 Penalty: 3360.174072
	Iteration 5Q: 3 clusters Score -3970905 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3971990.750000 Penalty: 3360.174072
	Iteration 6F: 3 clusters Score -3971991 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3973566.000000 Penalty: 3360.174072
	Iteration 7F: 3 clusters Score -3973566 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3975435.000000 Penalty: 3360.174072
	Iteration 8F: 3 clusters Score -3975435 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3977206.750000 Penalty: 3360.174072
	Iteration 9F: 3 clusters Score -3977207 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3978401.000000 Penalty: 3360.174072
	Iteration 10Q: 3 clusters Score -3978401 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3979055.250000 Penalty: 3360.174072
	Iteration 11Q: 3 clusters Score -3979055 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3979458.750000 Penalty: 3360.174072
	Iteration 12Q: 3 clusters Score -3979459 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3979727.000000 Penalty: 3360.174072
	Iteration 13Q: 3 clusters Score -3979727 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3979896.000000 Penalty: 3360.174072
	Iteration 14Q: 3 clusters Score -3979896 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3980006.750000 Penalty: 3360.174072
	Iteration 15Q: 3 clusters Score -3980007 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3980055.500000 Penalty: 3360.174072
	Iteration 16Q: 3 clusters Score -3980056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3980095.500000 Penalty: 3360.174072
	Iteration 17Q: 3 clusters Score -3980096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3980133.000000 Penalty: 3360.174072
	Iteration 18Q: 3 clusters Score -3980133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3980153.750000 Penalty: 3360.174072
	Iteration 19Q: 3 clusters Score -3980154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3980172.750000 Penalty: 3360.174072
	Iteration 20F: 3 clusters Score -3980173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3980188.000000 Penalty: 3360.174072
	Iteration 21Q: 3 clusters Score -3980188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3980204.750000 Penalty: 3360.174072
	Iteration 22Q: 3 clusters Score -3980205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3980220.500000 Penalty: 3360.174072
	Iteration 23Q: 3 clusters Score -3980220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3980221.500000 Penalty: 3360.174072
	Iteration 24Q: 3 clusters Score -3980222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3980234.500000 Penalty: 3360.174072
	Iteration 25Q: 3 clusters Score -3980234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3980241.000000 Penalty: 3360.174072
	Iteration 26Q: 3 clusters Score -3980241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3980242.750000 Penalty: 3360.174072
	Iteration 27Q: 3 clusters Score -3980243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3980241.500000 Penalty: 3360.174072
	Iteration 28Q: 3 clusters Score -3980242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3980245.750000 Penalty: 3360.174072
	Iteration 29Q: 3 clusters Score -3980246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3980243.000000 Penalty: 3360.174072
	Iteration 30Q: 3 clusters Score -3980243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3980245.000000 Penalty: 3360.174072
	Iteration 31Q: 3 clusters Score -3980245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3980245.000000 Penalty: 3360.174072
	Iteration 32F: 3 clusters Score -3980245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111958 members 
Entering Unmasked Estep 
Score: -14367442.000000 Penalty: 1889.205444
	Iteration 0F: 2 clusters Score -1.436744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -14295781.000000 Penalty: 3778.410889
	Iteration 0F: 3 clusters Score -1.429578e+07 nChanged 53857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -14327079.000000 Penalty: 3778.410889
	Iteration 1F: 3 clusters Score -1.432708e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -14327738.000000 Penalty: 3778.410889
	Iteration 2Q: 3 clusters Score -1.432774e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -14328367.000000 Penalty: 3778.410889
	Iteration 3Q: 3 clusters Score -1.432837e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -14328957.000000 Penalty: 3778.410889
	Iteration 4Q: 3 clusters Score -1.432896e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -14329783.000000 Penalty: 3778.410889
	Iteration 5Q: 3 clusters Score -1.432978e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -14331033.000000 Penalty: 3778.410889
	Iteration 6Q: 3 clusters Score -1.433103e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -14332908.000000 Penalty: 3778.410889
	Iteration 7Q: 3 clusters Score -1.433291e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -14335487.000000 Penalty: 3778.410889
	Iteration 8Q: 3 clusters Score -1.433549e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -14339288.000000 Penalty: 3778.410889
	Iteration 9F: 3 clusters Score -1.433929e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -14344206.000000 Penalty: 3778.410889
	Iteration 10F: 3 clusters Score -1.434421e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -14348434.000000 Penalty: 3778.410889
	Iteration 11F: 3 clusters Score -1.434843e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -14350815.000000 Penalty: 3778.410889
	Iteration 12Q: 3 clusters Score -1.435082e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -14351624.000000 Penalty: 3778.410889
	Iteration 13Q: 3 clusters Score -1.435162e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -14352011.000000 Penalty: 3778.410889
	Iteration 14Q: 3 clusters Score -1.435201e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -14352211.000000 Penalty: 3778.410889
	Iteration 15Q: 3 clusters Score -1.435221e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -14352355.000000 Penalty: 3778.410889
	Iteration 16Q: 3 clusters Score -1.435236e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -14352665.000000 Penalty: 3778.410889
	Iteration 17Q: 3 clusters Score -1.435266e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -14352955.000000 Penalty: 3778.410889
	Iteration 18Q: 3 clusters Score -1.435296e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -14353268.000000 Penalty: 3778.410889
	Iteration 19Q: 3 clusters Score -1.435327e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -14353518.000000 Penalty: 3778.410889
	Iteration 20F: 3 clusters Score -1.435352e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -14353863.000000 Penalty: 3778.410889
	Iteration 21Q: 3 clusters Score -1.435386e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -14354204.000000 Penalty: 3778.410889
	Iteration 22Q: 3 clusters Score -1.43542e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -14354544.000000 Penalty: 3778.410889
	Iteration 23Q: 3 clusters Score -1.435454e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -14354928.000000 Penalty: 3778.410889
	Iteration 24Q: 3 clusters Score -1.435493e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -14355383.000000 Penalty: 3778.410889
	Iteration 25Q: 3 clusters Score -1.435538e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -14355836.000000 Penalty: 3778.410889
	Iteration 26Q: 3 clusters Score -1.435584e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -14356268.000000 Penalty: 3778.410889
	Iteration 27Q: 3 clusters Score -1.435627e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -14356824.000000 Penalty: 3778.410889
	Iteration 28Q: 3 clusters Score -1.435682e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -14357413.000000 Penalty: 3778.410889
	Iteration 29Q: 3 clusters Score -1.435741e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -14357871.000000 Penalty: 3778.410889
	Iteration 30Q: 3 clusters Score -1.435787e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -14358267.000000 Penalty: 3778.410889
	Iteration 31Q: 3 clusters Score -1.435827e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -14358677.000000 Penalty: 3778.410889
	Iteration 32Q: 3 clusters Score -1.435868e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -14359031.000000 Penalty: 3778.410889
	Iteration 33Q: 3 clusters Score -1.435903e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -14359227.000000 Penalty: 3778.410889
	Iteration 34Q: 3 clusters Score -1.435923e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -14359348.000000 Penalty: 3778.410889
	Iteration 35Q: 3 clusters Score -1.435935e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -14359396.000000 Penalty: 3778.410889
	Iteration 36Q: 3 clusters Score -1.43594e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -14359495.000000 Penalty: 3778.410889
	Iteration 37Q: 3 clusters Score -1.43595e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -14359557.000000 Penalty: 3778.410889
	Iteration 38Q: 3 clusters Score -1.435956e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -14359603.000000 Penalty: 3778.410889
	Iteration 39Q: 3 clusters Score -1.43596e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 73687 members 
Entering Unmasked Estep 
Score: -14359905.000000 Penalty: 3778.410889
	Iteration 40F: 3 clusters Score -1.43599e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -14360111.000000 Penalty: 3778.410889
	Iteration 41Q: 3 clusters Score -1.436011e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -14360207.000000 Penalty: 3778.410889
	Iteration 42Q: 3 clusters Score -1.436021e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -14360419.000000 Penalty: 3778.410889
	Iteration 43Q: 3 clusters Score -1.436042e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -14360639.000000 Penalty: 3778.410889
	Iteration 44Q: 3 clusters Score -1.436064e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -14360928.000000 Penalty: 3778.410889
	Iteration 45Q: 3 clusters Score -1.436093e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -14361104.000000 Penalty: 3778.410889
	Iteration 46Q: 3 clusters Score -1.43611e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
Score: -14361293.000000 Penalty: 3778.410889
	Iteration 47Q: 3 clusters Score -1.436129e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -14361549.000000 Penalty: 3778.410889
	Iteration 48Q: 3 clusters Score -1.436155e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -14361728.000000 Penalty: 3778.410889
	Iteration 49Q: 3 clusters Score -1.436173e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -14361885.000000 Penalty: 3778.410889
	Iteration 50Q: 3 clusters Score -1.436188e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -14362207.000000 Penalty: 3778.410889
	Iteration 51Q: 3 clusters Score -1.436221e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -14362489.000000 Penalty: 3778.410889
	Iteration 52Q: 3 clusters Score -1.436249e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 95925 members 
Entering Unmasked Estep 
Score: -14362792.000000 Penalty: 3778.410889
	Iteration 53Q: 3 clusters Score -1.436279e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -14363148.000000 Penalty: 3778.410889
	Iteration 54Q: 3 clusters Score -1.436315e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -14363486.000000 Penalty: 3778.410889
	Iteration 55Q: 3 clusters Score -1.436349e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -14363728.000000 Penalty: 3778.410889
	Iteration 56Q: 3 clusters Score -1.436373e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -14364021.000000 Penalty: 3778.410889
	Iteration 57Q: 3 clusters Score -1.436402e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -14364311.000000 Penalty: 3778.410889
	Iteration 58Q: 3 clusters Score -1.436431e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -14364516.000000 Penalty: 3778.410889
	Iteration 59Q: 3 clusters Score -1.436452e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -14364779.000000 Penalty: 3778.410889
	Iteration 60F: 3 clusters Score -1.436478e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -14365026.000000 Penalty: 3778.410889
	Iteration 61Q: 3 clusters Score -1.436503e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -14365217.000000 Penalty: 3778.410889
	Iteration 62Q: 3 clusters Score -1.436522e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -14365385.000000 Penalty: 3778.410889
	Iteration 63Q: 3 clusters Score -1.436538e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 106957 members 
Entering Unmasked Estep 
Score: -14365598.000000 Penalty: 3778.410889
	Iteration 64Q: 3 clusters Score -1.43656e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -14365669.000000 Penalty: 3778.410889
	Iteration 65Q: 3 clusters Score -1.436567e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 108138 members 
Entering Unmasked Estep 
Score: -14365852.000000 Penalty: 3778.410889
	Iteration 66Q: 3 clusters Score -1.436585e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 108600 members 
Entering Unmasked Estep 
Score: -14365986.000000 Penalty: 3778.410889
	Iteration 67Q: 3 clusters Score -1.436599e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 108987 members 
Entering Unmasked Estep 
Score: -14366056.000000 Penalty: 3778.410889
	Iteration 68Q: 3 clusters Score -1.436606e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 109318 members 
Entering Unmasked Estep 
Score: -14366063.000000 Penalty: 3778.410889
	Iteration 69Q: 3 clusters Score -1.436606e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 109592 members 
Entering Unmasked Estep 
Score: -14366040.000000 Penalty: 3778.410889
	Iteration 70Q: 3 clusters Score -1.436604e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 109821 members 
Entering Unmasked Estep 
Score: -14366035.000000 Penalty: 3778.410889
	Iteration 71Q: 3 clusters Score -1.436604e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 110011 members 
Entering Unmasked Estep 
Score: -14366067.000000 Penalty: 3778.410889
	Iteration 72Q: 3 clusters Score -1.436607e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -14366086.000000 Penalty: 3778.410889
	Iteration 73Q: 3 clusters Score -1.436609e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 110305 members 
Entering Unmasked Estep 
Score: -14366108.000000 Penalty: 3778.410889
	Iteration 74Q: 3 clusters Score -1.436611e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -14366131.000000 Penalty: 3778.410889
	Iteration 75Q: 3 clusters Score -1.436613e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 110528 members 
Entering Unmasked Estep 
Score: -14366138.000000 Penalty: 3778.410889
	Iteration 76Q: 3 clusters Score -1.436614e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
Score: -14366142.000000 Penalty: 3778.410889
	Iteration 77Q: 3 clusters Score -1.436614e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -14366140.000000 Penalty: 3778.410889
	Iteration 78Q: 3 clusters Score -1.436614e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -14366143.000000 Penalty: 3778.410889
	Iteration 79Q: 3 clusters Score -1.436614e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -14366154.000000 Penalty: 3778.410889
	Iteration 80F: 3 clusters Score -1.436615e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -14366150.000000 Penalty: 3778.410889
	Iteration 81Q: 3 clusters Score -1.436615e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 110958 members 
Entering Unmasked Estep 
Score: -14366168.000000 Penalty: 3778.410889
	Iteration 82Q: 3 clusters Score -1.436617e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -14366163.000000 Penalty: 3778.410889
	Iteration 83Q: 3 clusters Score -1.436616e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 111036 members 
Entering Unmasked Estep 
Score: -14366185.000000 Penalty: 3778.410889
	Iteration 84Q: 3 clusters Score -1.436618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 111070 members 
Entering Unmasked Estep 
Score: -14366210.000000 Penalty: 3778.410889
	Iteration 85Q: 3 clusters Score -1.436621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -14366189.000000 Penalty: 3778.410889
	Iteration 86Q: 3 clusters Score -1.436619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 111116 members 
Entering Unmasked Estep 
Score: -14366175.000000 Penalty: 3778.410889
	Iteration 87Q: 3 clusters Score -1.436618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -14366182.000000 Penalty: 3778.410889
	Iteration 88Q: 3 clusters Score -1.436618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 111145 members 
Entering Unmasked Estep 
Score: -14366188.000000 Penalty: 3778.410889
	Iteration 89Q: 3 clusters Score -1.436619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -14366171.000000 Penalty: 3778.410889
	Iteration 90Q: 3 clusters Score -1.436617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 111164 members 
Entering Unmasked Estep 
Score: -14366177.000000 Penalty: 3778.410889
	Iteration 91Q: 3 clusters Score -1.436618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -14366171.000000 Penalty: 3778.410889
	Iteration 92Q: 3 clusters Score -1.436617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 111174 members 
Entering Unmasked Estep 
Score: -14366172.000000 Penalty: 3778.410889
	Iteration 93Q: 3 clusters Score -1.436617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -14366182.000000 Penalty: 3778.410889
	Iteration 94Q: 3 clusters Score -1.436618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 111179 members 
Entering Unmasked Estep 
Score: -14366185.000000 Penalty: 3778.410889
	Iteration 95Q: 3 clusters Score -1.436618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 111181 members 
Entering Unmasked Estep 
Score: -14366183.000000 Penalty: 3778.410889
	Iteration 96Q: 3 clusters Score -1.436618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 111181 members 
Entering Unmasked Estep 
Score: -14366183.000000 Penalty: 3778.410889
	Iteration 97F: 3 clusters Score -1.436618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Entering Unmasked Estep 
Score: -4662312.000000 Penalty: 1705.700928
	Iteration 0F: 2 clusters Score -4662312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -4638009.500000 Penalty: 3411.401855
	Iteration 0F: 3 clusters Score -4638010 nChanged 16810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -4647576.500000 Penalty: 3411.401855
	Iteration 1F: 3 clusters Score -4647576 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -4648174.500000 Penalty: 3411.401855
	Iteration 2Q: 3 clusters Score -4648174 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4648986.000000 Penalty: 3411.401855
	Iteration 3Q: 3 clusters Score -4648986 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4650143.500000 Penalty: 3411.401855
	Iteration 4Q: 3 clusters Score -4650144 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4651723.500000 Penalty: 3411.401855
	Iteration 5F: 3 clusters Score -4651724 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -4653521.500000 Penalty: 3411.401855
	Iteration 6F: 3 clusters Score -4653522 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -4655165.000000 Penalty: 3411.401855
	Iteration 7F: 3 clusters Score -4655165 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -4656375.000000 Penalty: 3411.401855
	Iteration 8F: 3 clusters Score -4656375 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4657088 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4657503.000000 Penalty: 3411.401855
	Iteration 10Q: 3 clusters Score -4657503 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4657685.500000 Penalty: 3411.401855
	Iteration 11Q: 3 clusters Score -4657686 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4657851.000000 Penalty: 3411.401855
	Iteration 12Q: 3 clusters Score -4657851 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4657940.500000 Penalty: 3411.401855
	Iteration 13Q: 3 clusters Score -4657940 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4657984.000000 Penalty: 3411.401855
	Iteration 14Q: 3 clusters Score -4657984 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4658025.500000 Penalty: 3411.401855
	Iteration 15Q: 3 clusters Score -4658026 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4658096.500000 Penalty: 3411.401855
	Iteration 16Q: 3 clusters Score -4658096 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4658114.500000 Penalty: 3411.401855
	Iteration 17Q: 3 clusters Score -4658114 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -4658150.500000 Penalty: 3411.401855
	Iteration 18Q: 3 clusters Score -4658150 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -4658192.500000 Penalty: 3411.401855
	Iteration 19Q: 3 clusters Score -4658192 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -4658223.000000 Penalty: 3411.401855
	Iteration 20F: 3 clusters Score -4658223 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4658251.000000 Penalty: 3411.401855
	Iteration 21Q: 3 clusters Score -4658251 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4658280.500000 Penalty: 3411.401855
	Iteration 22Q: 3 clusters Score -4658280 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4658309.000000 Penalty: 3411.401855
	Iteration 23Q: 3 clusters Score -4658309 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4658337.000000 Penalty: 3411.401855
	Iteration 24Q: 3 clusters Score -4658337 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -4658362.000000 Penalty: 3411.401855
	Iteration 25Q: 3 clusters Score -4658362 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -4658396.000000 Penalty: 3411.401855
	Iteration 26Q: 3 clusters Score -4658396 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4658399.000000 Penalty: 3411.401855
	Iteration 27Q: 3 clusters Score -4658399 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4658413.500000 Penalty: 3411.401855
	Iteration 28Q: 3 clusters Score -4658414 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4658423.000000 Penalty: 3411.401855
	Iteration 29Q: 3 clusters Score -4658423 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -4658431.000000 Penalty: 3411.401855
	Iteration 30Q: 3 clusters Score -4658431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4658431.500000 Penalty: 3411.401855
	Iteration 31Q: 3 clusters Score -4658432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4658450.500000 Penalty: 3411.401855
	Iteration 32Q: 3 clusters Score -4658450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4658459.500000 Penalty: 3411.401855
	Iteration 33Q: 3 clusters Score -4658460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4658465.500000 Penalty: 3411.401855
	Iteration 34Q: 3 clusters Score -4658466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4658461.500000 Penalty: 3411.401855
	Iteration 35Q: 3 clusters Score -4658462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4658463.500000 Penalty: 3411.401855
	Iteration 36Q: 3 clusters Score -4658464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4658461.500000 Penalty: 3411.401855
	Iteration 37Q: 3 clusters Score -4658462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4658462.000000 Penalty: 3411.401855
	Iteration 38Q: 3 clusters Score -4658462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -4658468.000000 Penalty: 3411.401855
	Iteration 39Q: 3 clusters Score -4658468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4658458.000000 Penalty: 3411.401855
	Iteration 40F: 3 clusters Score -4658458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4658466.500000 Penalty: 3411.401855
	Iteration 41Q: 3 clusters Score -4658466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4658471.500000 Penalty: 3411.401855
	Iteration 42Q: 3 clusters Score -4658472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4658480.000000 Penalty: 3411.401855
	Iteration 43Q: 3 clusters Score -4658480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4658487.500000 Penalty: 3411.401855
	Iteration 44Q: 3 clusters Score -4658488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -4658488.000000 Penalty: 3411.401855
	Iteration 45Q: 3 clusters Score -4658488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4658503.000000 Penalty: 3411.401855
	Iteration 46Q: 3 clusters Score -4658503 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4658499.000000 Penalty: 3411.401855
	Iteration 47Q: 3 clusters Score -4658499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -4658511.000000 Penalty: 3411.401855
	Iteration 48Q: 3 clusters Score -4658511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4658525.000000 Penalty: 3411.401855
	Iteration 49Q: 3 clusters Score -4658525 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4658526.000000 Penalty: 3411.401855
	Iteration 50Q: 3 clusters Score -4658526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4658531.000000 Penalty: 3411.401855
	Iteration 51Q: 3 clusters Score -4658531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -4658532.500000 Penalty: 3411.401855
	Iteration 52Q: 3 clusters Score -4658532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -4658524.000000 Penalty: 3411.401855
	Iteration 53Q: 3 clusters Score -4658524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4658517.500000 Penalty: 3411.401855
	Iteration 54Q: 3 clusters Score -4658518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4658523.500000 Penalty: 3411.401855
	Iteration 55Q: 3 clusters Score -4658524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4658518.000000 Penalty: 3411.401855
	Iteration 56Q: 3 clusters Score -4658518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4658524.000000 Penalty: 3411.401855
	Iteration 57Q: 3 clusters Score -4658524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4658532.500000 Penalty: 3411.401855
	Iteration 58Q: 3 clusters Score -4658532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4658532.500000 Penalty: 3411.401855
	Iteration 59Q: 3 clusters Score -4658532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -4658536.500000 Penalty: 3411.401855
	Iteration 60F: 3 clusters Score -4658536 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -4658543.500000 Penalty: 3411.401855
	Iteration 61Q: 3 clusters Score -4658544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4658535.500000 Penalty: 3411.401855
	Iteration 62Q: 3 clusters Score -4658536 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4658534.000000 Penalty: 3411.401855
	Iteration 63Q: 3 clusters Score -4658534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4658533.000000 Penalty: 3411.401855
	Iteration 64Q: 3 clusters Score -4658533 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4658552.500000 Penalty: 3411.401855
	Iteration 65Q: 3 clusters Score -4658552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4658562.500000 Penalty: 3411.401855
	Iteration 66Q: 3 clusters Score -4658562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4658563.000000 Penalty: 3411.401855
	Iteration 67Q: 3 clusters Score -4658563 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4658568.500000 Penalty: 3411.401855
	Iteration 68Q: 3 clusters Score -4658568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4658579.000000 Penalty: 3411.401855
	Iteration 69Q: 3 clusters Score -4658579 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4658588.000000 Penalty: 3411.401855
	Iteration 70Q: 3 clusters Score -4658588 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -4658587.500000 Penalty: 3411.401855
	Iteration 71Q: 3 clusters Score -4658588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4658585.500000 Penalty: 3411.401855
	Iteration 72Q: 3 clusters Score -4658586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4658594.500000 Penalty: 3411.401855
	Iteration 73Q: 3 clusters Score -4658594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4658591.000000 Penalty: 3411.401855
	Iteration 74Q: 3 clusters Score -4658591 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4658625.000000 Penalty: 3411.401855
	Iteration 75Q: 3 clusters Score -4658625 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -4658619.500000 Penalty: 3411.401855
	Iteration 76Q: 3 clusters Score -4658620 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4658638.500000 Penalty: 3411.401855
	Iteration 77Q: 3 clusters Score -4658638 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4658646.500000 Penalty: 3411.401855
	Iteration 78Q: 3 clusters Score -4658646 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4658644.500000 Penalty: 3411.401855
	Iteration 79Q: 3 clusters Score -4658644 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4658659.000000 Penalty: 3411.401855
	Iteration 80F: 3 clusters Score -4658659 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4658676.500000 Penalty: 3411.401855
	Iteration 81Q: 3 clusters Score -4658676 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4658694.500000 Penalty: 3411.401855
	Iteration 82Q: 3 clusters Score -4658694 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4658701.000000 Penalty: 3411.401855
	Iteration 83Q: 3 clusters Score -4658701 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4658725.500000 Penalty: 3411.401855
	Iteration 84Q: 3 clusters Score -4658726 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -4658723.500000 Penalty: 3411.401855
	Iteration 85Q: 3 clusters Score -4658724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4658758.000000 Penalty: 3411.401855
	Iteration 86Q: 3 clusters Score -4658758 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4658782.500000 Penalty: 3411.401855
	Iteration 87Q: 3 clusters Score -4658782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4658796.500000 Penalty: 3411.401855
	Iteration 88Q: 3 clusters Score -4658796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4658806.500000 Penalty: 3411.401855
	Iteration 89Q: 3 clusters Score -4658806 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4658810.500000 Penalty: 3411.401855
	Iteration 90Q: 3 clusters Score -4658810 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -4658834.500000 Penalty: 3411.401855
	Iteration 91Q: 3 clusters Score -4658834 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4658863.000000 Penalty: 3411.401855
	Iteration 92Q: 3 clusters Score -4658863 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4658894.000000 Penalty: 3411.401855
	Iteration 93Q: 3 clusters Score -4658894 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4658915.000000 Penalty: 3411.401855
	Iteration 94Q: 3 clusters Score -4658915 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4658943.500000 Penalty: 3411.401855
	Iteration 95Q: 3 clusters Score -4658944 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4658956.500000 Penalty: 3411.401855
	Iteration 96Q: 3 clusters Score -4658956 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -4658974.500000 Penalty: 3411.401855
	Iteration 97Q: 3 clusters Score -4658974 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -4658994.000000 Penalty: 3411.401855
	Iteration 98Q: 3 clusters Score -4658994 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -4659004.000000 Penalty: 3411.401855
	Iteration 99Q: 3 clusters Score -4659004 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -4659033.500000 Penalty: 3411.401855
	Iteration 100F: 3 clusters Score -4659034 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -4659062.000000 Penalty: 3411.401855
	Iteration 101Q: 3 clusters Score -4659062 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4659087.000000 Penalty: 3411.401855
	Iteration 102Q: 3 clusters Score -4659087 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -4659101.500000 Penalty: 3411.401855
	Iteration 103Q: 3 clusters Score -4659102 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -4659135.500000 Penalty: 3411.401855
	Iteration 104Q: 3 clusters Score -4659136 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -4659177.500000 Penalty: 3411.401855
	Iteration 105Q: 3 clusters Score -4659178 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -4659215.000000 Penalty: 3411.401855
	Iteration 106Q: 3 clusters Score -4659215 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4659261.500000 Penalty: 3411.401855
	Iteration 107Q: 3 clusters Score -4659262 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -4659296.500000 Penalty: 3411.401855
	Iteration 108Q: 3 clusters Score -4659296 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -4659349.000000 Penalty: 3411.401855
	Iteration 109Q: 3 clusters Score -4659349 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -4659399.000000 Penalty: 3411.401855
	Iteration 110Q: 3 clusters Score -4659399 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -4659449.500000 Penalty: 3411.401855
	Iteration 111Q: 3 clusters Score -4659450 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -4659503.000000 Penalty: 3411.401855
	Iteration 112Q: 3 clusters Score -4659503 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4659567.000000 Penalty: 3411.401855
	Iteration 113Q: 3 clusters Score -4659567 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -4659644.500000 Penalty: 3411.401855
	Iteration 114Q: 3 clusters Score -4659644 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -4659680.500000 Penalty: 3411.401855
	Iteration 115Q: 3 clusters Score -4659680 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4659735.500000 Penalty: 3411.401855
	Iteration 116Q: 3 clusters Score -4659736 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -4659775.500000 Penalty: 3411.401855
	Iteration 117Q: 3 clusters Score -4659776 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4659840.500000 Penalty: 3411.401855
	Iteration 118Q: 3 clusters Score -4659840 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4659912.000000 Penalty: 3411.401855
	Iteration 119Q: 3 clusters Score -4659912 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4659954.500000 Penalty: 3411.401855
	Iteration 120F: 3 clusters Score -4659954 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -4660003.500000 Penalty: 3411.401855
	Iteration 121Q: 3 clusters Score -4660004 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4660068.000000 Penalty: 3411.401855
	Iteration 122Q: 3 clusters Score -4660068 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4660126.500000 Penalty: 3411.401855
	Iteration 123Q: 3 clusters Score -4660126 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -4660156.000000 Penalty: 3411.401855
	Iteration 124Q: 3 clusters Score -4660156 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -4660218.000000 Penalty: 3411.401855
	Iteration 125Q: 3 clusters Score -4660218 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4660259.000000 Penalty: 3411.401855
	Iteration 126Q: 3 clusters Score -4660259 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4660296.500000 Penalty: 3411.401855
	Iteration 127Q: 3 clusters Score -4660296 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4660335.000000 Penalty: 3411.401855
	Iteration 128Q: 3 clusters Score -4660335 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4660382.000000 Penalty: 3411.401855
	Iteration 129Q: 3 clusters Score -4660382 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -4660397.500000 Penalty: 3411.401855
	Iteration 130Q: 3 clusters Score -4660398 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -4660444.000000 Penalty: 3411.401855
	Iteration 131Q: 3 clusters Score -4660444 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -4660486.000000 Penalty: 3411.401855
	Iteration 132Q: 3 clusters Score -4660486 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4660519.500000 Penalty: 3411.401855
	Iteration 133Q: 3 clusters Score -4660520 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4660564.000000 Penalty: 3411.401855
	Iteration 134Q: 3 clusters Score -4660564 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -4660592.500000 Penalty: 3411.401855
	Iteration 135Q: 3 clusters Score -4660592 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4660625.000000 Penalty: 3411.401855
	Iteration 136Q: 3 clusters Score -4660625 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4660647.000000 Penalty: 3411.401855
	Iteration 137Q: 3 clusters Score -4660647 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -4660676.000000 Penalty: 3411.401855
	Iteration 138Q: 3 clusters Score -4660676 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4660692.000000 Penalty: 3411.401855
	Iteration 139Q: 3 clusters Score -4660692 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4660711.000000 Penalty: 3411.401855
	Iteration 140F: 3 clusters Score -4660711 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -4660732.500000 Penalty: 3411.401855
	Iteration 141Q: 3 clusters Score -4660732 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4660743.500000 Penalty: 3411.401855
	Iteration 142Q: 3 clusters Score -4660744 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -4660781.500000 Penalty: 3411.401855
	Iteration 143Q: 3 clusters Score -4660782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4660794.000000 Penalty: 3411.401855
	Iteration 144Q: 3 clusters Score -4660794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4660813.000000 Penalty: 3411.401855
	Iteration 145Q: 3 clusters Score -4660813 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4660824.000000 Penalty: 3411.401855
	Iteration 146Q: 3 clusters Score -4660824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -4660824.500000 Penalty: 3411.401855
	Iteration 147Q: 3 clusters Score -4660824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -4660834.500000 Penalty: 3411.401855
	Iteration 148Q: 3 clusters Score -4660834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -4660856.000000 Penalty: 3411.401855
	Iteration 149Q: 3 clusters Score -4660856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4660869.000000 Penalty: 3411.401855
	Iteration 150Q: 3 clusters Score -4660869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -4660878.500000 Penalty: 3411.401855
	Iteration 151Q: 3 clusters Score -4660878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4660907.500000 Penalty: 3411.401855
	Iteration 152Q: 3 clusters Score -4660908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -4660906.500000 Penalty: 3411.401855
	Iteration 153Q: 3 clusters Score -4660906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -4660920.000000 Penalty: 3411.401855
	Iteration 154Q: 3 clusters Score -4660920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4660935.500000 Penalty: 3411.401855
	Iteration 155Q: 3 clusters Score -4660936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4660935.500000 Penalty: 3411.401855
	Iteration 156Q: 3 clusters Score -4660936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4660933.500000 Penalty: 3411.401855
	Iteration 157Q: 3 clusters Score -4660934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4660945.000000 Penalty: 3411.401855
	Iteration 158Q: 3 clusters Score -4660945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -4660946.500000 Penalty: 3411.401855
	Iteration 159Q: 3 clusters Score -4660946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4660949.000000 Penalty: 3411.401855
	Iteration 160F: 3 clusters Score -4660949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4660956.500000 Penalty: 3411.401855
	Iteration 161Q: 3 clusters Score -4660956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -4660958.500000 Penalty: 3411.401855
	Iteration 162Q: 3 clusters Score -4660958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4660954.500000 Penalty: 3411.401855
	Iteration 163Q: 3 clusters Score -4660954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4660959.500000 Penalty: 3411.401855
	Iteration 164Q: 3 clusters Score -4660960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4660964.500000 Penalty: 3411.401855
	Iteration 165Q: 3 clusters Score -4660964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4660973.500000 Penalty: 3411.401855
	Iteration 166Q: 3 clusters Score -4660974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4660970.500000 Penalty: 3411.401855
	Iteration 167Q: 3 clusters Score -4660970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4660974.500000 Penalty: 3411.401855
	Iteration 168Q: 3 clusters Score -4660974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4660974.000000 Penalty: 3411.401855
	Iteration 169Q: 3 clusters Score -4660974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4660974.000000 Penalty: 3411.401855
	Iteration 170Q: 3 clusters Score -4660974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4660975.000000 Penalty: 3411.401855
	Iteration 171Q: 3 clusters Score -4660975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4660976.000000 Penalty: 3411.401855
	Iteration 172Q: 3 clusters Score -4660976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4660976.000000 Penalty: 3411.401855
	Iteration 173F: 3 clusters Score -4660976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 59386 members 
Mstep: Class 3 contains 107866 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 22366 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 56642 members 
Mstep: Class 15 contains 85968 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 30915 members 
Mstep: Class 19 contains 111958 members 
Mstep: Class 20 contains 36193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69496776.000000 Penalty: 36521.828125
Iteration 39Q: 18 clusters Score -6.949678e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 60109 members 
Mstep: Class 3 contains 107050 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 23075 members 
Mstep: Class 8 contains 19199 members 
Mstep: Class 9 contains 1816 members 
Mstep: Class 10 contains 56778 members 
Mstep: Class 11 contains 221 members 
Mstep: Class 15 contains 85133 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 31208 members 
Mstep: Class 19 contains 111030 members 
Mstep: Class 20 contains 36302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69499712.000000 Penalty: 36521.828125
Iteration 40F: 18 clusters Score -6.949971e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 105931 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 24292 members 
Mstep: Class 8 contains 19735 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 56905 members 
Mstep: Class 11 contains 240 members 
Mstep: Class 15 contains 83920 members 
Mstep: Class 16 contains 11753 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 18 contains 31509 members 
Mstep: Class 19 contains 110107 members 
Mstep: Class 20 contains 36301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69501992.000000 Penalty: 36521.828125
Iteration 41Q: 18 clusters Score -6.950199e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 61131 members 
Mstep: Class 3 contains 104864 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 690 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 25324 members 
Mstep: Class 8 contains 20047 members 
Mstep: Class 9 contains 1884 members 
Mstep: Class 10 contains 57034 members 
Mstep: Class 11 contains 239 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 12234 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 18 contains 31801 members 
Mstep: Class 19 contains 109292 members 
Mstep: Class 20 contains 36387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69503944.000000 Penalty: 36521.828125
Iteration 42Q: 18 clusters Score -6.950394e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 61453 members 
Mstep: Class 3 contains 103686 members 
Mstep: Class 4 contains 363 members 
Mstep: Class 5 contains 729 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 26299 members 
Mstep: Class 8 contains 20252 members 
Mstep: Class 9 contains 1911 members 
Mstep: Class 10 contains 57161 members 
Mstep: Class 11 contains 231 members 
Mstep: Class 15 contains 82089 members 
Mstep: Class 16 contains 12759 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 18 contains 32173 members 
Mstep: Class 19 contains 108544 members 
Mstep: Class 20 contains 36512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69505136.000000 Penalty: 36521.828125
Iteration 43Q: 18 clusters Score -6.950514e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 61648 members 
Mstep: Class 3 contains 102495 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 768 members 
Mstep: Class 6 contains 404 members 
Mstep: Class 7 contains 27198 members 
Mstep: Class 8 contains 20396 members 
Mstep: Class 9 contains 1938 members 
Mstep: Class 10 contains 57256 members 
Mstep: Class 11 contains 228 members 
Mstep: Class 15 contains 81420 members 
Mstep: Class 16 contains 13315 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 32573 members 
Mstep: Class 19 contains 107912 members 
Mstep: Class 20 contains 36628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506016.000000 Penalty: 36521.828125
Iteration 44Q: 18 clusters Score -6.950602e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 61691 members 
Mstep: Class 3 contains 101255 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 791 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 28084 members 
Mstep: Class 8 contains 20480 members 
Mstep: Class 9 contains 1973 members 
Mstep: Class 10 contains 57320 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 15 contains 80871 members 
Mstep: Class 16 contains 13858 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 33010 members 
Mstep: Class 19 contains 107429 members 
Mstep: Class 20 contains 36764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506872.000000 Penalty: 36521.828125
Iteration 45Q: 18 clusters Score -6.950687e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 61662 members 
Mstep: Class 3 contains 100000 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 20539 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 57358 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 15 contains 80456 members 
Mstep: Class 16 contains 14367 members 
Mstep: Class 17 contains 337 members 
Mstep: Class 18 contains 33539 members 
Mstep: Class 19 contains 106997 members 
Mstep: Class 20 contains 36934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69507696.000000 Penalty: 36521.828125
Iteration 46Q: 18 clusters Score -6.95077e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 61569 members 
Mstep: Class 3 contains 98665 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 29564 members 
Mstep: Class 8 contains 20560 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 57405 members 
Mstep: Class 11 contains 221 members 
Mstep: Class 15 contains 80103 members 
Mstep: Class 16 contains 14897 members 
Mstep: Class 17 contains 339 members 
Mstep: Class 18 contains 34147 members 
Mstep: Class 19 contains 106664 members 
Mstep: Class 20 contains 37108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69508704.000000 Penalty: 36521.828125
Iteration 47Q: 18 clusters Score -6.95087e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 61400 members 
Mstep: Class 3 contains 97355 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 804 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 30189 members 
Mstep: Class 8 contains 20532 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 57444 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 15 contains 79800 members 
Mstep: Class 16 contains 15435 members 
Mstep: Class 17 contains 340 members 
Mstep: Class 18 contains 34851 members 
Mstep: Class 19 contains 106360 members 
Mstep: Class 20 contains 37275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69509456.000000 Penalty: 36521.828125
Iteration 48Q: 18 clusters Score -6.950946e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 61207 members 
Mstep: Class 3 contains 96217 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 30704 members 
Mstep: Class 8 contains 20488 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 57449 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 79515 members 
Mstep: Class 16 contains 15935 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 35599 members 
Mstep: Class 19 contains 106055 members 
Mstep: Class 20 contains 37449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69510192.000000 Penalty: 36521.828125
Iteration 49Q: 18 clusters Score -6.951019e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 60904 members 
Mstep: Class 3 contains 95228 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 810 members 
Mstep: Class 6 contains 392 members 
Mstep: Class 7 contains 31141 members 
Mstep: Class 8 contains 20449 members 
Mstep: Class 9 contains 2107 members 
Mstep: Class 10 contains 57423 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 79206 members 
Mstep: Class 16 contains 16422 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 36445 members 
Mstep: Class 19 contains 105786 members 
Mstep: Class 20 contains 37578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69510688.000000 Penalty: 36521.828125
Iteration 50Q: 18 clusters Score -6.951069e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 60562 members 
Mstep: Class 3 contains 94349 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 392 members 
Mstep: Class 7 contains 31496 members 
Mstep: Class 8 contains 20379 members 
Mstep: Class 9 contains 2136 members 
Mstep: Class 10 contains 57409 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 78944 members 
Mstep: Class 16 contains 16886 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 37347 members 
Mstep: Class 19 contains 105452 members 
Mstep: Class 20 contains 37735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69510960.000000 Penalty: 36521.828125
Iteration 51Q: 18 clusters Score -6.951096e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 60198 members 
Mstep: Class 3 contains 93569 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 31761 members 
Mstep: Class 8 contains 20311 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 10 contains 57364 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 78757 members 
Mstep: Class 16 contains 17287 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 38287 members 
Mstep: Class 19 contains 105134 members 
Mstep: Class 20 contains 37892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69511640.000000 Penalty: 36521.828125
Iteration 52Q: 18 clusters Score -6.951164e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 59839 members 
Mstep: Class 3 contains 92908 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 31956 members 
Mstep: Class 8 contains 20239 members 
Mstep: Class 9 contains 2174 members 
Mstep: Class 10 contains 57295 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 78567 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 39230 members 
Mstep: Class 19 contains 104771 members 
Mstep: Class 20 contains 38081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69512192.000000 Penalty: 36521.828125
Iteration 53Q: 18 clusters Score -6.951219e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 59441 members 
Mstep: Class 3 contains 92354 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 812 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 32101 members 
Mstep: Class 8 contains 20183 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 57251 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 78379 members 
Mstep: Class 16 contains 18006 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 40170 members 
Mstep: Class 19 contains 104372 members 
Mstep: Class 20 contains 38270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69512792.000000 Penalty: 36521.828125
Iteration 54Q: 18 clusters Score -6.951279e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 59015 members 
Mstep: Class 3 contains 91950 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 32202 members 
Mstep: Class 8 contains 20131 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 57214 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 78213 members 
Mstep: Class 16 contains 18345 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 41096 members 
Mstep: Class 19 contains 103900 members 
Mstep: Class 20 contains 38441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69513344.000000 Penalty: 36521.828125
Iteration 55Q: 18 clusters Score -6.951334e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 58504 members 
Mstep: Class 3 contains 91596 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 32288 members 
Mstep: Class 8 contains 20089 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 57158 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 78065 members 
Mstep: Class 16 contains 18702 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 42068 members 
Mstep: Class 19 contains 103397 members 
Mstep: Class 20 contains 38606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69513720.000000 Penalty: 36521.828125
Iteration 56Q: 18 clusters Score -6.951372e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 57988 members 
Mstep: Class 3 contains 91375 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 32324 members 
Mstep: Class 8 contains 20046 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 10 contains 57106 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 77921 members 
Mstep: Class 16 contains 19027 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 43038 members 
Mstep: Class 19 contains 102845 members 
Mstep: Class 20 contains 38771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69514208.000000 Penalty: 36521.828125
Iteration 57Q: 18 clusters Score -6.951421e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 57465 members 
Mstep: Class 3 contains 91295 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 814 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 32323 members 
Mstep: Class 8 contains 20018 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 57074 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 77756 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 44010 members 
Mstep: Class 19 contains 102192 members 
Mstep: Class 20 contains 38953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69514504.000000 Penalty: 36521.828125
Iteration 58Q: 18 clusters Score -6.95145e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 56950 members 
Mstep: Class 3 contains 91261 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 32327 members 
Mstep: Class 8 contains 20015 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 57066 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 77578 members 
Mstep: Class 16 contains 19618 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 45018 members 
Mstep: Class 19 contains 101404 members 
Mstep: Class 20 contains 39162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69514792.000000 Penalty: 36521.828125
Iteration 59Q: 18 clusters Score -6.951479e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 56384 members 
Mstep: Class 3 contains 91253 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 32313 members 
Mstep: Class 8 contains 20030 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 57078 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 77438 members 
Mstep: Class 16 contains 19920 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 46035 members 
Mstep: Class 19 contains 100553 members 
Mstep: Class 20 contains 39377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69515288.000000 Penalty: 36521.828125
Iteration 60F: 18 clusters Score -6.951529e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 55755 members 
Mstep: Class 3 contains 91377 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 32261 members 
Mstep: Class 8 contains 20033 members 
Mstep: Class 9 contains 2325 members 
Mstep: Class 10 contains 57105 members 
Mstep: Class 11 contains 239 members 
Mstep: Class 15 contains 77271 members 
Mstep: Class 16 contains 20226 members 
Mstep: Class 17 contains 340 members 
Mstep: Class 18 contains 47192 members 
Mstep: Class 19 contains 99575 members 
Mstep: Class 20 contains 39581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516144.000000 Penalty: 36521.828125
Iteration 61Q: 18 clusters Score -6.951614e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 55093 members 
Mstep: Class 3 contains 91549 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 32197 members 
Mstep: Class 8 contains 20068 members 
Mstep: Class 9 contains 2343 members 
Mstep: Class 10 contains 57171 members 
Mstep: Class 11 contains 228 members 
Mstep: Class 15 contains 77142 members 
Mstep: Class 16 contains 20545 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 48375 members 
Mstep: Class 19 contains 98419 members 
Mstep: Class 20 contains 39810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516528.000000 Penalty: 36521.828125
Iteration 62Q: 18 clusters Score -6.951653e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 54398 members 
Mstep: Class 3 contains 91956 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 820 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 32115 members 
Mstep: Class 8 contains 20121 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 57241 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 15 contains 77049 members 
Mstep: Class 16 contains 20835 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 49622 members 
Mstep: Class 19 contains 96968 members 
Mstep: Class 20 contains 40060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517072.000000 Penalty: 36521.828125
Iteration 63Q: 18 clusters Score -6.951707e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 53789 members 
Mstep: Class 3 contains 92579 members 
Mstep: Class 4 contains 371 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 32036 members 
Mstep: Class 8 contains 20187 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 57322 members 
Mstep: Class 11 contains 215 members 
Mstep: Class 15 contains 76961 members 
Mstep: Class 16 contains 21129 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 50938 members 
Mstep: Class 19 contains 95059 members 
Mstep: Class 20 contains 40357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517984.000000 Penalty: 36521.828125
Iteration 64Q: 18 clusters Score -6.951798e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 53159 members 
Mstep: Class 3 contains 93142 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 31922 members 
Mstep: Class 8 contains 20281 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 57374 members 
Mstep: Class 11 contains 213 members 
Mstep: Class 15 contains 76865 members 
Mstep: Class 16 contains 21387 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 52364 members 
Mstep: Class 19 contains 93200 members 
Mstep: Class 20 contains 40643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69518672.000000 Penalty: 36521.828125
Iteration 65Q: 18 clusters Score -6.951867e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 52510 members 
Mstep: Class 3 contains 93668 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 392 members 
Mstep: Class 7 contains 31779 members 
Mstep: Class 8 contains 20364 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 57401 members 
Mstep: Class 11 contains 213 members 
Mstep: Class 15 contains 76759 members 
Mstep: Class 16 contains 21626 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 53843 members 
Mstep: Class 19 contains 91418 members 
Mstep: Class 20 contains 40932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69519520.000000 Penalty: 36521.828125
Iteration 66Q: 18 clusters Score -6.951952e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 51855 members 
Mstep: Class 3 contains 94134 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 31636 members 
Mstep: Class 8 contains 20433 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 57374 members 
Mstep: Class 11 contains 212 members 
Mstep: Class 15 contains 76662 members 
Mstep: Class 16 contains 21812 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 55393 members 
Mstep: Class 19 contains 89721 members 
Mstep: Class 20 contains 41245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69520360.000000 Penalty: 36521.828125
Iteration 67Q: 18 clusters Score -6.952036e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 51191 members 
Mstep: Class 3 contains 94589 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 31489 members 
Mstep: Class 8 contains 20506 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 57323 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 76569 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 56983 members 
Mstep: Class 19 contains 88035 members 
Mstep: Class 20 contains 41576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69520936.000000 Penalty: 36521.828125
Iteration 68Q: 18 clusters Score -6.952094e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 50480 members 
Mstep: Class 3 contains 94972 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 824 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 31330 members 
Mstep: Class 8 contains 20537 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 57257 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 76465 members 
Mstep: Class 16 contains 22127 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 58657 members 
Mstep: Class 19 contains 86496 members 
Mstep: Class 20 contains 41897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521928.000000 Penalty: 36521.828125
Iteration 69Q: 18 clusters Score -6.952193e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 49763 members 
Mstep: Class 3 contains 95337 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 824 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 31171 members 
Mstep: Class 8 contains 20539 members 
Mstep: Class 9 contains 2608 members 
Mstep: Class 10 contains 57193 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 76343 members 
Mstep: Class 16 contains 22241 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60339 members 
Mstep: Class 19 contains 85028 members 
Mstep: Class 20 contains 42223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522720.000000 Penalty: 36521.828125
Iteration 70Q: 18 clusters Score -6.952272e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 49040 members 
Mstep: Class 3 contains 95617 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 30982 members 
Mstep: Class 8 contains 20529 members 
Mstep: Class 9 contains 2643 members 
Mstep: Class 10 contains 57103 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 76248 members 
Mstep: Class 16 contains 22299 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 62006 members 
Mstep: Class 19 contains 83765 members 
Mstep: Class 20 contains 42556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69523552.000000 Penalty: 36521.828125
Iteration 71Q: 18 clusters Score -6.952355e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 48331 members 
Mstep: Class 3 contains 95815 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 30797 members 
Mstep: Class 8 contains 20498 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 56991 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 76088 members 
Mstep: Class 16 contains 22320 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 63764 members 
Mstep: Class 19 contains 82632 members 
Mstep: Class 20 contains 42872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69524016.000000 Penalty: 36521.828125
Iteration 72Q: 18 clusters Score -6.952402e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 47671 members 
Mstep: Class 3 contains 95922 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 30590 members 
Mstep: Class 8 contains 20427 members 
Mstep: Class 9 contains 2679 members 
Mstep: Class 10 contains 56835 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 75921 members 
Mstep: Class 16 contains 22330 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 65564 members 
Mstep: Class 19 contains 81625 members 
Mstep: Class 20 contains 43214 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 18 clusters Score -6.952462e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 95978 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 820 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 30352 members 
Mstep: Class 8 contains 20359 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 56633 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 75752 members 
Mstep: Class 16 contains 22330 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 67386 members 
Mstep: Class 19 contains 80741 members 
Mstep: Class 20 contains 43493 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 18 clusters Score -6.952504e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 46465 members 
Mstep: Class 3 contains 95945 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 819 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 30113 members 
Mstep: Class 8 contains 20261 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 56438 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 75575 members 
Mstep: Class 16 contains 22291 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 69243 members 
Mstep: Class 19 contains 79982 members 
Mstep: Class 20 contains 43753 members 
Entering Unmasked Estep 
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Iteration 75Q: 18 clusters Score -6.952512e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 45925 members 
Mstep: Class 3 contains 95839 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 29851 members 
Mstep: Class 8 contains 20150 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 56229 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 75366 members 
Mstep: Class 16 contains 22249 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 71090 members 
Mstep: Class 19 contains 79411 members 
Mstep: Class 20 contains 43954 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 18 clusters Score -6.952562e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 45397 members 
Mstep: Class 3 contains 95676 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 29568 members 
Mstep: Class 8 contains 20064 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 56030 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 75125 members 
Mstep: Class 16 contains 22191 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 72931 members 
Mstep: Class 19 contains 79003 members 
Mstep: Class 20 contains 44083 members 
Entering Unmasked Estep 
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Iteration 77Q: 18 clusters Score -6.952605e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 44900 members 
Mstep: Class 3 contains 95502 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 29281 members 
Mstep: Class 8 contains 19953 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 55809 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 74929 members 
Mstep: Class 16 contains 22159 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 74699 members 
Mstep: Class 19 contains 78626 members 
Mstep: Class 20 contains 44210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526120.000000 Penalty: 36521.828125
Iteration 78Q: 18 clusters Score -6.952612e+07 nChanged 3377
Entering ConstructFrom: 
Score: -69526120.000000 Penalty: 36521.828125
Entering ConstructFrom: 
Trying to split cluster 1 (6512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Entering Unmasked Estep 
Score: -785608.437500 Penalty: 1426.977783
	Iteration 0F: 2 clusters Score -785608.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -780628.625000 Penalty: 2853.955566
	Iteration 0F: 3 clusters Score -780628.6 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -782251.812500 Penalty: 2853.955566
	Iteration 1F: 3 clusters Score -782251.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -782453.937500 Penalty: 2853.955566
	Iteration 2F: 3 clusters Score -782453.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -782595.312500 Penalty: 2853.955566
	Iteration 3Q: 3 clusters Score -782595.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -782729.937500 Penalty: 2853.955566
	Iteration 4Q: 3 clusters Score -782729.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -782840.312500 Penalty: 2853.955566
	Iteration 5Q: 3 clusters Score -782840.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -782934.750000 Penalty: 2853.955566
	Iteration 6Q: 3 clusters Score -782934.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -783028.937500 Penalty: 2853.955566
	Iteration 7Q: 3 clusters Score -783028.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -783133.812500 Penalty: 2853.955566
	Iteration 8Q: 3 clusters Score -783133.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -783255.812500 Penalty: 2853.955566
	Iteration 9Q: 3 clusters Score -783255.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -783416.312500 Penalty: 2853.955566
	Iteration 10Q: 3 clusters Score -783416.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -783593.562500 Penalty: 2853.955566
	Iteration 11Q: 3 clusters Score -783593.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -783747.875000 Penalty: 2853.955566
	Iteration 12Q: 3 clusters Score -783747.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -783890.875000 Penalty: 2853.955566
	Iteration 13Q: 3 clusters Score -783890.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -784014.812500 Penalty: 2853.955566
	Iteration 14Q: 3 clusters Score -784014.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -784114.062500 Penalty: 2853.955566
	Iteration 15Q: 3 clusters Score -784114.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -784174.750000 Penalty: 2853.955566
	Iteration 16Q: 3 clusters Score -784174.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -784219.187500 Penalty: 2853.955566
	Iteration 17Q: 3 clusters Score -784219.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -784251.187500 Penalty: 2853.955566
	Iteration 18Q: 3 clusters Score -784251.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -784271.625000 Penalty: 2853.955566
	Iteration 19Q: 3 clusters Score -784271.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -784287.062500 Penalty: 2853.955566
	Iteration 20F: 3 clusters Score -784287.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -784300.500000 Penalty: 2853.955566
	Iteration 21Q: 3 clusters Score -784300.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -784313.000000 Penalty: 2853.955566
	Iteration 22Q: 3 clusters Score -784313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -784321.187500 Penalty: 2853.955566
	Iteration 23Q: 3 clusters Score -784321.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -784326.250000 Penalty: 2853.955566
	Iteration 24Q: 3 clusters Score -784326.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -784330.750000 Penalty: 2853.955566
	Iteration 25Q: 3 clusters Score -784330.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -784333.062500 Penalty: 2853.955566
	Iteration 26Q: 3 clusters Score -784333.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -784337.250000 Penalty: 2853.955566
	Iteration 27Q: 3 clusters Score -784337.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -784344.687500 Penalty: 2853.955566
	Iteration 28Q: 3 clusters Score -784344.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -784350.937500 Penalty: 2853.955566
	Iteration 29Q: 3 clusters Score -784350.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -784359.312500 Penalty: 2853.955566
	Iteration 30Q: 3 clusters Score -784359.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -784371.562500 Penalty: 2853.955566
	Iteration 31Q: 3 clusters Score -784371.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -784374.937500 Penalty: 2853.955566
	Iteration 32Q: 3 clusters Score -784374.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -784379.000000 Penalty: 2853.955566
	Iteration 33Q: 3 clusters Score -784379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -784381.875000 Penalty: 2853.955566
	Iteration 34Q: 3 clusters Score -784381.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -784383.062500 Penalty: 2853.955566
	Iteration 35Q: 3 clusters Score -784383.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -784385.000000 Penalty: 2853.955566
	Iteration 36Q: 3 clusters Score -784385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -784387.250000 Penalty: 2853.955566
	Iteration 37Q: 3 clusters Score -784387.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -784388.312500 Penalty: 2853.955566
	Iteration 38Q: 3 clusters Score -784388.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -784390.500000 Penalty: 2853.955566
	Iteration 39Q: 3 clusters Score -784390.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -784392.625000 Penalty: 2853.955566
	Iteration 40F: 3 clusters Score -784392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -784393.937500 Penalty: 2853.955566
	Iteration 41Q: 3 clusters Score -784393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -784395.187500 Penalty: 2853.955566
	Iteration 42Q: 3 clusters Score -784395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -784396.562500 Penalty: 2853.955566
	Iteration 43Q: 3 clusters Score -784396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -784398.250000 Penalty: 2853.955566
	Iteration 44Q: 3 clusters Score -784398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -784398.562500 Penalty: 2853.955566
	Iteration 45Q: 3 clusters Score -784398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -784398.875000 Penalty: 2853.955566
	Iteration 46Q: 3 clusters Score -784398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -784399.562500 Penalty: 2853.955566
	Iteration 47Q: 3 clusters Score -784399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -784399.375000 Penalty: 2853.955566
	Iteration 48Q: 3 clusters Score -784399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -784398.375000 Penalty: 2853.955566
	Iteration 49Q: 3 clusters Score -784398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -784400.562500 Penalty: 2853.955566
	Iteration 50Q: 3 clusters Score -784400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -784401.312500 Penalty: 2853.955566
	Iteration 51Q: 3 clusters Score -784401.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -784398.812500 Penalty: 2853.955566
	Iteration 52Q: 3 clusters Score -784398.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -784400.437500 Penalty: 2853.955566
	Iteration 53Q: 3 clusters Score -784400.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -784402.875000 Penalty: 2853.955566
	Iteration 54Q: 3 clusters Score -784402.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -784402.375000 Penalty: 2853.955566
	Iteration 55Q: 3 clusters Score -784402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -784403.312500 Penalty: 2853.955566
	Iteration 56Q: 3 clusters Score -784403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -784404.875000 Penalty: 2853.955566
	Iteration 57Q: 3 clusters Score -784404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -784406.812500 Penalty: 2853.955566
	Iteration 58Q: 3 clusters Score -784406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -784406.625000 Penalty: 2853.955566
	Iteration 59Q: 3 clusters Score -784406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -784406.625000 Penalty: 2853.955566
	Iteration 60F: 3 clusters Score -784406.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Entering Unmasked Estep 
Score: -5704106.500000 Penalty: 1739.072632
	Iteration 0F: 2 clusters Score -5704106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -5674563.500000 Penalty: 3478.145264
	Iteration 0F: 3 clusters Score -5674564 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -5686068.000000 Penalty: 3478.145264
	Iteration 1F: 3 clusters Score -5686068 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -5686621.000000 Penalty: 3478.145264
	Iteration 2Q: 3 clusters Score -5686621 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -5687582.000000 Penalty: 3478.145264
	Iteration 3Q: 3 clusters Score -5687582 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -5689304.000000 Penalty: 3478.145264
	Iteration 4F: 3 clusters Score -5689304 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -5692054.000000 Penalty: 3478.145264
	Iteration 5F: 3 clusters Score -5692054 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -5695552.500000 Penalty: 3478.145264
	Iteration 6F: 3 clusters Score -5695552 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -5698802.500000 Penalty: 3478.145264
	Iteration 7F: 3 clusters Score -5698802 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -5701240.500000 Penalty: 3478.145264
	Iteration 8F: 3 clusters Score -5701240 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -5702577.000000 Penalty: 3478.145264
	Iteration 9Q: 3 clusters Score -5702577 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -5703227.500000 Penalty: 3478.145264
	Iteration 10Q: 3 clusters Score -5703228 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -5703590.000000 Penalty: 3478.145264
	Iteration 11Q: 3 clusters Score -5703590 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -5703854.500000 Penalty: 3478.145264
	Iteration 12Q: 3 clusters Score -5703854 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -5704068.000000 Penalty: 3478.145264
	Iteration 13Q: 3 clusters Score -5704068 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -5704199.000000 Penalty: 3478.145264
	Iteration 14Q: 3 clusters Score -5704199 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -5704324.000000 Penalty: 3478.145264
	Iteration 15Q: 3 clusters Score -5704324 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -5704418.500000 Penalty: 3478.145264
	Iteration 16Q: 3 clusters Score -5704418 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -5704508.000000 Penalty: 3478.145264
	Iteration 17Q: 3 clusters Score -5704508 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -5704570.500000 Penalty: 3478.145264
	Iteration 18Q: 3 clusters Score -5704570 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -5704607.000000 Penalty: 3478.145264
	Iteration 19Q: 3 clusters Score -5704607 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -5704636.500000 Penalty: 3478.145264
	Iteration 20F: 3 clusters Score -5704636 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -5704660.500000 Penalty: 3478.145264
	Iteration 21Q: 3 clusters Score -5704660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5704684.000000 Penalty: 3478.145264
	Iteration 22Q: 3 clusters Score -5704684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -5704666.500000 Penalty: 3478.145264
	Iteration 23Q: 3 clusters Score -5704666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -5704669.500000 Penalty: 3478.145264
	Iteration 24Q: 3 clusters Score -5704670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -5704675.500000 Penalty: 3478.145264
	Iteration 25Q: 3 clusters Score -5704676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -5704682.500000 Penalty: 3478.145264
	Iteration 26Q: 3 clusters Score -5704682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -5704696.500000 Penalty: 3478.145264
	Iteration 27Q: 3 clusters Score -5704696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -5704697.000000 Penalty: 3478.145264
	Iteration 28Q: 3 clusters Score -5704697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -5704688.500000 Penalty: 3478.145264
	Iteration 29Q: 3 clusters Score -5704688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -5704684.000000 Penalty: 3478.145264
	Iteration 30Q: 3 clusters Score -5704684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -5704687.500000 Penalty: 3478.145264
	Iteration 31Q: 3 clusters Score -5704688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -5704694.500000 Penalty: 3478.145264
	Iteration 32Q: 3 clusters Score -5704694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -5704682.500000 Penalty: 3478.145264
	Iteration 33Q: 3 clusters Score -5704682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5704685.000000 Penalty: 3478.145264
	Iteration 34Q: 3 clusters Score -5704685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -5704685.500000 Penalty: 3478.145264
	Iteration 35Q: 3 clusters Score -5704686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -5704685.500000 Penalty: 3478.145264
	Iteration 36Q: 3 clusters Score -5704686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -5704678.000000 Penalty: 3478.145264
	Iteration 37Q: 3 clusters Score -5704678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -5704687.000000 Penalty: 3478.145264
	Iteration 38Q: 3 clusters Score -5704687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -5704690.500000 Penalty: 3478.145264
	Iteration 39Q: 3 clusters Score -5704690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -5704692.500000 Penalty: 3478.145264
	Iteration 40F: 3 clusters Score -5704692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -5704691.000000 Penalty: 3478.145264
	Iteration 41Q: 3 clusters Score -5704691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -5704692.500000 Penalty: 3478.145264
	Iteration 42Q: 3 clusters Score -5704692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -5704694.500000 Penalty: 3478.145264
	Iteration 43Q: 3 clusters Score -5704694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -5704693.000000 Penalty: 3478.145264
	Iteration 44Q: 3 clusters Score -5704693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -5704699.500000 Penalty: 3478.145264
	Iteration 45Q: 3 clusters Score -5704700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -5704699.500000 Penalty: 3478.145264
	Iteration 46F: 3 clusters Score -5704700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10934 members 
Mstep: Class 3 contains 95246 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 28981 members 
Mstep: Class 8 contains 19847 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 55545 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 12 contains 33510 members 
Mstep: Class 15 contains 74736 members 
Mstep: Class 16 contains 22141 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 76499 members 
Mstep: Class 19 contains 78284 members 
Mstep: Class 20 contains 44348 members 
Entering Unmasked Estep 
Score: -69526424.000000 Penalty: 38670.171875
Splitting cluster 2 changes total score from -69526120.000000 to -69526424.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 3 (95246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Entering Unmasked Estep 
Score: -12236634.000000 Penalty: 1862.935425
	Iteration 0F: 2 clusters Score -1.223663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -12175023.000000 Penalty: 3725.870850
	Iteration 0F: 3 clusters Score -1.217502e+07 nChanged 45666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -12201539.000000 Penalty: 3725.870850
	Iteration 1F: 3 clusters Score -1.220154e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -12202767.000000 Penalty: 3725.870850
	Iteration 2Q: 3 clusters Score -1.220277e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -12205098.000000 Penalty: 3725.870850
	Iteration 3F: 3 clusters Score -1.22051e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -12209490.000000 Penalty: 3725.870850
	Iteration 4F: 3 clusters Score -1.220949e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -12216392.000000 Penalty: 3725.870850
	Iteration 5F: 3 clusters Score -1.221639e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -12224145.000000 Penalty: 3725.870850
	Iteration 6F: 3 clusters Score -1.222414e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 89367 members 
Entering Unmasked Estep 
Score: -12230087.000000 Penalty: 3725.870850
	Iteration 7F: 3 clusters Score -1.223009e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -12233117.000000 Penalty: 3725.870850
	Iteration 8Q: 3 clusters Score -1.223312e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -12234237.000000 Penalty: 3725.870850
	Iteration 9Q: 3 clusters Score -1.223424e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -12234713.000000 Penalty: 3725.870850
	Iteration 10Q: 3 clusters Score -1.223471e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -12234951.000000 Penalty: 3725.870850
	Iteration 11Q: 3 clusters Score -1.223495e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -12235041.000000 Penalty: 3725.870850
	Iteration 12Q: 3 clusters Score -1.223504e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -12235089.000000 Penalty: 3725.870850
	Iteration 13Q: 3 clusters Score -1.223509e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 94699 members 
Entering Unmasked Estep 
Score: -12235160.000000 Penalty: 3725.870850
	Iteration 14Q: 3 clusters Score -1.223516e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -12235179.000000 Penalty: 3725.870850
	Iteration 15Q: 3 clusters Score -1.223518e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -12235205.000000 Penalty: 3725.870850
	Iteration 16Q: 3 clusters Score -1.22352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -12235208.000000 Penalty: 3725.870850
	Iteration 17Q: 3 clusters Score -1.223521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 94706 members 
Entering Unmasked Estep 
Score: -12235218.000000 Penalty: 3725.870850
	Iteration 18Q: 3 clusters Score -1.223522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -12235210.000000 Penalty: 3725.870850
	Iteration 19Q: 3 clusters Score -1.223521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -12235231.000000 Penalty: 3725.870850
	Iteration 20F: 3 clusters Score -1.223523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -12235229.000000 Penalty: 3725.870850
	Iteration 21Q: 3 clusters Score -1.223523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -12235231.000000 Penalty: 3725.870850
	Iteration 22Q: 3 clusters Score -1.223523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -12235232.000000 Penalty: 3725.870850
	Iteration 23Q: 3 clusters Score -1.223523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -12235247.000000 Penalty: 3725.870850
	Iteration 24Q: 3 clusters Score -1.223525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -12235246.000000 Penalty: 3725.870850
	Iteration 25Q: 3 clusters Score -1.223525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -12235247.000000 Penalty: 3725.870850
	Iteration 26Q: 3 clusters Score -1.223525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -12235250.000000 Penalty: 3725.870850
	Iteration 27Q: 3 clusters Score -1.223525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 94714 members 
Entering Unmasked Estep 
Score: -12235257.000000 Penalty: 3725.870850
	Iteration 28Q: 3 clusters Score -1.223526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -12235250.000000 Penalty: 3725.870850
	Iteration 29Q: 3 clusters Score -1.223525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 94716 members 
Entering Unmasked Estep 
Score: -12235253.000000 Penalty: 3725.870850
	Iteration 30Q: 3 clusters Score -1.223525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 94716 members 
Entering Unmasked Estep 
Score: -12235253.000000 Penalty: 3725.870850
	Iteration 31F: 3 clusters Score -1.223525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -37580.781250 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -37580.78 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 176 members 
Entering Unmasked Estep 
Score: -36708.121094 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -36708.12 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37003.906250 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -37003.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37157.351562 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -37157.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37256.195312 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -37256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37302.484375 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -37302.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37361.269531 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -37361.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37391.851562 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -37391.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37404.460938 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -37404.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37414.078125 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -37414.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37450.230469 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -37450.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37543.089844 Penalty: 1926.250977
	Iteration 10Q: 3 clusters Score -37543.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37599.828125 Penalty: 1926.250977
	Iteration 11Q: 3 clusters Score -37599.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37623.691406 Penalty: 1926.250977
	Iteration 12Q: 3 clusters Score -37623.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37660.671875 Penalty: 1926.250977
	Iteration 13Q: 3 clusters Score -37660.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37675.765625 Penalty: 1926.250977
	Iteration 14Q: 3 clusters Score -37675.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37679.195312 Penalty: 1926.250977
	Iteration 15Q: 3 clusters Score -37679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37704.707031 Penalty: 1926.250977
	Iteration 16Q: 3 clusters Score -37704.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37729.343750 Penalty: 1926.250977
	Iteration 17Q: 3 clusters Score -37729.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37731.503906 Penalty: 1926.250977
	Iteration 18Q: 3 clusters Score -37731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37731.503906 Penalty: 1926.250977
	Iteration 19F: 3 clusters Score -37731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10934 members 
Mstep: Class 3 contains 95246 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 28981 members 
Mstep: Class 8 contains 19847 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 55545 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 12 contains 33510 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 15 contains 74736 members 
Mstep: Class 16 contains 22141 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 76499 members 
Mstep: Class 19 contains 78284 members 
Mstep: Class 20 contains 44348 members 
Entering Unmasked Estep 
Score: -69525400.000000 Penalty: 40818.515625
Splitting cluster 4 changes total score from -69526120.000000 to -69525400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -91090.773438 Penalty: 1089.467285
	Iteration 0F: 2 clusters Score -91090.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89841.328125 Penalty: 2178.934570
	Iteration 0F: 3 clusters Score -89841.33 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90083.781250 Penalty: 2178.934570
	Iteration 1F: 3 clusters Score -90083.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90148.492188 Penalty: 2178.934570
	Iteration 2F: 3 clusters Score -90148.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90176.507812 Penalty: 2178.934570
	Iteration 3Q: 3 clusters Score -90176.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90191.484375 Penalty: 2178.934570
	Iteration 4Q: 3 clusters Score -90191.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90196.023438 Penalty: 2178.934570
	Iteration 5Q: 3 clusters Score -90196.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90196.789062 Penalty: 2178.934570
	Iteration 6Q: 3 clusters Score -90196.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90198.976562 Penalty: 2178.934570
	Iteration 7Q: 3 clusters Score -90198.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90201.734375 Penalty: 2178.934570
	Iteration 8Q: 3 clusters Score -90201.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90205.625000 Penalty: 2178.934570
	Iteration 9Q: 3 clusters Score -90205.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90209.750000 Penalty: 2178.934570
	Iteration 10Q: 3 clusters Score -90209.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90212.195312 Penalty: 2178.934570
	Iteration 11Q: 3 clusters Score -90212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90217.039062 Penalty: 2178.934570
	Iteration 12Q: 3 clusters Score -90217.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90219.375000 Penalty: 2178.934570
	Iteration 13Q: 3 clusters Score -90219.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90220.140625 Penalty: 2178.934570
	Iteration 14Q: 3 clusters Score -90220.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90220.140625 Penalty: 2178.934570
	Iteration 15F: 3 clusters Score -90220.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -38791.160156 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -38791.16 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 203 members 
Entering Unmasked Estep 
Score: -37910.164062 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -37910.16 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38123.058594 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -38123.06 nChanged 33
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: -38205.414062 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -38205.41 nChanged 23
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: -38294.605469 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -38294.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38408.871094 Penalty: 1936.488037
	Iteration 4F: 3 clusters Score -38408.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38524.187500 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -38524.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38668.628906 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -38668.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38728.847656 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -38728.85 nChanged 7
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: -38843.222656 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -38843.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38863.550781 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -38863.55 nChanged 5
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: -38883.097656 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -38883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38917.957031 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -38917.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38930.464844 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -38930.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38937.902344 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -38937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38937.902344 Penalty: 1936.488037
	Iteration 14F: 3 clusters Score -38937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10934 members 
Mstep: Class 3 contains 95246 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 28981 members 
Mstep: Class 8 contains 19847 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 55545 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 12 contains 33510 members 
Mstep: Class 13 contains 174 members 
Mstep: Class 15 contains 74736 members 
Mstep: Class 16 contains 22141 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 76499 members 
Mstep: Class 19 contains 78284 members 
Mstep: Class 20 contains 44348 members 
Entering Unmasked Estep 
Score: -69525384.000000 Penalty: 40818.515625
Splitting cluster 6 changes total score from -69526120.000000 to -69525384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (28981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Entering Unmasked Estep 
Score: -3744883.750000 Penalty: 1669.589355
	Iteration 0F: 2 clusters Score -3744884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3725257.250000 Penalty: 3339.178711
	Iteration 0F: 3 clusters Score -3725257 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3732735.500000 Penalty: 3339.178711
	Iteration 1F: 3 clusters Score -3732736 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3733078.750000 Penalty: 3339.178711
	Iteration 2Q: 3 clusters Score -3733079 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3733418.500000 Penalty: 3339.178711
	Iteration 3Q: 3 clusters Score -3733418 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3733729.250000 Penalty: 3339.178711
	Iteration 4Q: 3 clusters Score -3733729 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3734088.500000 Penalty: 3339.178711
	Iteration 5Q: 3 clusters Score -3734088 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3734544.500000 Penalty: 3339.178711
	Iteration 6Q: 3 clusters Score -3734544 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3735176.750000 Penalty: 3339.178711
	Iteration 7Q: 3 clusters Score -3735177 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3735940.250000 Penalty: 3339.178711
	Iteration 8Q: 3 clusters Score -3735940 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3736847.500000 Penalty: 3339.178711
	Iteration 9F: 3 clusters Score -3736848 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3737839.000000 Penalty: 3339.178711
	Iteration 10F: 3 clusters Score -3737839 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3738867.750000 Penalty: 3339.178711
	Iteration 11F: 3 clusters Score -3738868 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3739794.500000 Penalty: 3339.178711
	Iteration 12Q: 3 clusters Score -3739794 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3740431.500000 Penalty: 3339.178711
	Iteration 13Q: 3 clusters Score -3740432 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3740807.250000 Penalty: 3339.178711
	Iteration 14Q: 3 clusters Score -3740807 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3741030.000000 Penalty: 3339.178711
	Iteration 15Q: 3 clusters Score -3741030 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3741147.500000 Penalty: 3339.178711
	Iteration 16Q: 3 clusters Score -3741148 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3741282.250000 Penalty: 3339.178711
	Iteration 17Q: 3 clusters Score -3741282 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3741394.250000 Penalty: 3339.178711
	Iteration 18Q: 3 clusters Score -3741394 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3741483.000000 Penalty: 3339.178711
	Iteration 19Q: 3 clusters Score -3741483 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3741598.750000 Penalty: 3339.178711
	Iteration 20F: 3 clusters Score -3741599 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3741722.250000 Penalty: 3339.178711
	Iteration 21Q: 3 clusters Score -3741722 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3741863.250000 Penalty: 3339.178711
	Iteration 22Q: 3 clusters Score -3741863 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3742000.500000 Penalty: 3339.178711
	Iteration 23Q: 3 clusters Score -3742000 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3742120.000000 Penalty: 3339.178711
	Iteration 24Q: 3 clusters Score -3742120 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3742227.250000 Penalty: 3339.178711
	Iteration 25Q: 3 clusters Score -3742227 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3742353.750000 Penalty: 3339.178711
	Iteration 26Q: 3 clusters Score -3742354 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3742418.000000 Penalty: 3339.178711
	Iteration 27Q: 3 clusters Score -3742418 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3742494.500000 Penalty: 3339.178711
	Iteration 28Q: 3 clusters Score -3742494 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3742555.750000 Penalty: 3339.178711
	Iteration 29Q: 3 clusters Score -3742556 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3742624.250000 Penalty: 3339.178711
	Iteration 30Q: 3 clusters Score -3742624 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3742688.500000 Penalty: 3339.178711
	Iteration 31Q: 3 clusters Score -3742688 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3742745.000000 Penalty: 3339.178711
	Iteration 32Q: 3 clusters Score -3742745 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3742789.000000 Penalty: 3339.178711
	Iteration 33Q: 3 clusters Score -3742789 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3742838.000000 Penalty: 3339.178711
	Iteration 34Q: 3 clusters Score -3742838 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3742878.000000 Penalty: 3339.178711
	Iteration 35Q: 3 clusters Score -3742878 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3742926.250000 Penalty: 3339.178711
	Iteration 36Q: 3 clusters Score -3742926 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3742955.000000 Penalty: 3339.178711
	Iteration 37Q: 3 clusters Score -3742955 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3742995.250000 Penalty: 3339.178711
	Iteration 38Q: 3 clusters Score -3742995 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3743018.000000 Penalty: 3339.178711
	Iteration 39Q: 3 clusters Score -3743018 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3743046.250000 Penalty: 3339.178711
	Iteration 40F: 3 clusters Score -3743046 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3743080.750000 Penalty: 3339.178711
	Iteration 41Q: 3 clusters Score -3743081 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3743091.000000 Penalty: 3339.178711
	Iteration 42Q: 3 clusters Score -3743091 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3743115.250000 Penalty: 3339.178711
	Iteration 43Q: 3 clusters Score -3743115 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3743154.000000 Penalty: 3339.178711
	Iteration 44Q: 3 clusters Score -3743154 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3743189.250000 Penalty: 3339.178711
	Iteration 45Q: 3 clusters Score -3743189 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3743236.500000 Penalty: 3339.178711
	Iteration 46Q: 3 clusters Score -3743236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3743258.500000 Penalty: 3339.178711
	Iteration 47Q: 3 clusters Score -3743258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3743275.750000 Penalty: 3339.178711
	Iteration 48Q: 3 clusters Score -3743276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3743310.250000 Penalty: 3339.178711
	Iteration 49Q: 3 clusters Score -3743310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3743319.750000 Penalty: 3339.178711
	Iteration 50Q: 3 clusters Score -3743320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3743349.750000 Penalty: 3339.178711
	Iteration 51Q: 3 clusters Score -3743350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3743364.000000 Penalty: 3339.178711
	Iteration 52Q: 3 clusters Score -3743364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3743367.750000 Penalty: 3339.178711
	Iteration 53Q: 3 clusters Score -3743368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3743376.750000 Penalty: 3339.178711
	Iteration 54Q: 3 clusters Score -3743377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3743390.750000 Penalty: 3339.178711
	Iteration 55Q: 3 clusters Score -3743391 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3743406.250000 Penalty: 3339.178711
	Iteration 56Q: 3 clusters Score -3743406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3743422.250000 Penalty: 3339.178711
	Iteration 57Q: 3 clusters Score -3743422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3743431.250000 Penalty: 3339.178711
	Iteration 58Q: 3 clusters Score -3743431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3743437.000000 Penalty: 3339.178711
	Iteration 59Q: 3 clusters Score -3743437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3743452.500000 Penalty: 3339.178711
	Iteration 60F: 3 clusters Score -3743452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3743462.750000 Penalty: 3339.178711
	Iteration 61Q: 3 clusters Score -3743463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3743470.250000 Penalty: 3339.178711
	Iteration 62Q: 3 clusters Score -3743470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3743494.750000 Penalty: 3339.178711
	Iteration 63Q: 3 clusters Score -3743495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3743507.750000 Penalty: 3339.178711
	Iteration 64Q: 3 clusters Score -3743508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3743515.250000 Penalty: 3339.178711
	Iteration 65Q: 3 clusters Score -3743515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3743528.250000 Penalty: 3339.178711
	Iteration 66Q: 3 clusters Score -3743528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3743525.500000 Penalty: 3339.178711
	Iteration 67Q: 3 clusters Score -3743526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3743533.750000 Penalty: 3339.178711
	Iteration 68Q: 3 clusters Score -3743534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3743534.750000 Penalty: 3339.178711
	Iteration 69Q: 3 clusters Score -3743535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3743544.750000 Penalty: 3339.178711
	Iteration 70Q: 3 clusters Score -3743545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3743549.750000 Penalty: 3339.178711
	Iteration 71Q: 3 clusters Score -3743550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3743553.500000 Penalty: 3339.178711
	Iteration 72Q: 3 clusters Score -3743554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3743553.000000 Penalty: 3339.178711
	Iteration 73Q: 3 clusters Score -3743553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3743557.000000 Penalty: 3339.178711
	Iteration 74Q: 3 clusters Score -3743557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3743562.000000 Penalty: 3339.178711
	Iteration 75Q: 3 clusters Score -3743562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3743567.750000 Penalty: 3339.178711
	Iteration 76Q: 3 clusters Score -3743568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3743571.000000 Penalty: 3339.178711
	Iteration 77Q: 3 clusters Score -3743571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3743574.500000 Penalty: 3339.178711
	Iteration 78Q: 3 clusters Score -3743574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3743575.000000 Penalty: 3339.178711
	Iteration 79Q: 3 clusters Score -3743575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3743570.250000 Penalty: 3339.178711
	Iteration 80F: 3 clusters Score -3743570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3743568.250000 Penalty: 3339.178711
	Iteration 81Q: 3 clusters Score -3743568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3743574.500000 Penalty: 3339.178711
	Iteration 82Q: 3 clusters Score -3743574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3743575.000000 Penalty: 3339.178711
	Iteration 83Q: 3 clusters Score -3743575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3743576.250000 Penalty: 3339.178711
	Iteration 84Q: 3 clusters Score -3743576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3743579.750000 Penalty: 3339.178711
	Iteration 85Q: 3 clusters Score -3743580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3743581.000000 Penalty: 3339.178711
	Iteration 86Q: 3 clusters Score -3743581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3743587.500000 Penalty: 3339.178711
	Iteration 87Q: 3 clusters Score -3743588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3743592.000000 Penalty: 3339.178711
	Iteration 88Q: 3 clusters Score -3743592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3743590.750000 Penalty: 3339.178711
	Iteration 89Q: 3 clusters Score -3743591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3743590.750000 Penalty: 3339.178711
	Iteration 90Q: 3 clusters Score -3743591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3743586.500000 Penalty: 3339.178711
	Iteration 91Q: 3 clusters Score -3743586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3743591.500000 Penalty: 3339.178711
	Iteration 92Q: 3 clusters Score -3743592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3743592.000000 Penalty: 3339.178711
	Iteration 93Q: 3 clusters Score -3743592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3743592.250000 Penalty: 3339.178711
	Iteration 94Q: 3 clusters Score -3743592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3743593.000000 Penalty: 3339.178711
	Iteration 95Q: 3 clusters Score -3743593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3743599.000000 Penalty: 3339.178711
	Iteration 96Q: 3 clusters Score -3743599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3743597.500000 Penalty: 3339.178711
	Iteration 97Q: 3 clusters Score -3743598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3743597.500000 Penalty: 3339.178711
	Iteration 98F: 3 clusters Score -3743598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Entering Unmasked Estep 
Score: -2504194.500000 Penalty: 1608.068848
	Iteration 0F: 2 clusters Score -2504194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2490661.000000 Penalty: 3216.137695
	Iteration 0F: 3 clusters Score -2490661 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2495495.750000 Penalty: 3216.137695
	Iteration 1F: 3 clusters Score -2495496 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2495813.500000 Penalty: 3216.137695
	Iteration 2Q: 3 clusters Score -2495814 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2496102.500000 Penalty: 3216.137695
	Iteration 3Q: 3 clusters Score -2496102 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2496386.750000 Penalty: 3216.137695
	Iteration 4Q: 3 clusters Score -2496387 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2496659.000000 Penalty: 3216.137695
	Iteration 5Q: 3 clusters Score -2496659 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2496979.500000 Penalty: 3216.137695
	Iteration 6Q: 3 clusters Score -2496980 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2497402.250000 Penalty: 3216.137695
	Iteration 7Q: 3 clusters Score -2497402 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2497901.500000 Penalty: 3216.137695
	Iteration 8Q: 3 clusters Score -2497902 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2498453.250000 Penalty: 3216.137695
	Iteration 9Q: 3 clusters Score -2498453 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2499049.500000 Penalty: 3216.137695
	Iteration 10Q: 3 clusters Score -2499050 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2499571.000000 Penalty: 3216.137695
	Iteration 11Q: 3 clusters Score -2499571 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2499970.000000 Penalty: 3216.137695
	Iteration 12Q: 3 clusters Score -2499970 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2500292.000000 Penalty: 3216.137695
	Iteration 13Q: 3 clusters Score -2500292 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2500541.750000 Penalty: 3216.137695
	Iteration 14Q: 3 clusters Score -2500542 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2500797.500000 Penalty: 3216.137695
	Iteration 15Q: 3 clusters Score -2500798 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2501054.250000 Penalty: 3216.137695
	Iteration 16Q: 3 clusters Score -2501054 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2501282.500000 Penalty: 3216.137695
	Iteration 17Q: 3 clusters Score -2501282 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2501481.250000 Penalty: 3216.137695
	Iteration 18Q: 3 clusters Score -2501481 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2501702.250000 Penalty: 3216.137695
	Iteration 19Q: 3 clusters Score -2501702 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2501921.250000 Penalty: 3216.137695
	Iteration 20F: 3 clusters Score -2501921 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2502107.750000 Penalty: 3216.137695
	Iteration 21Q: 3 clusters Score -2502108 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2502237.750000 Penalty: 3216.137695
	Iteration 22Q: 3 clusters Score -2502238 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2502327.750000 Penalty: 3216.137695
	Iteration 23Q: 3 clusters Score -2502328 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2502438.250000 Penalty: 3216.137695
	Iteration 24Q: 3 clusters Score -2502438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2502512.000000 Penalty: 3216.137695
	Iteration 25Q: 3 clusters Score -2502512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2502567.750000 Penalty: 3216.137695
	Iteration 26Q: 3 clusters Score -2502568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2502627.000000 Penalty: 3216.137695
	Iteration 27Q: 3 clusters Score -2502627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2502665.000000 Penalty: 3216.137695
	Iteration 28Q: 3 clusters Score -2502665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2502700.250000 Penalty: 3216.137695
	Iteration 29Q: 3 clusters Score -2502700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2502728.250000 Penalty: 3216.137695
	Iteration 30Q: 3 clusters Score -2502728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2502742.000000 Penalty: 3216.137695
	Iteration 31Q: 3 clusters Score -2502742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2502754.000000 Penalty: 3216.137695
	Iteration 32Q: 3 clusters Score -2502754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2502767.250000 Penalty: 3216.137695
	Iteration 33Q: 3 clusters Score -2502767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2502774.250000 Penalty: 3216.137695
	Iteration 34Q: 3 clusters Score -2502774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2502780.000000 Penalty: 3216.137695
	Iteration 35Q: 3 clusters Score -2502780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2502784.750000 Penalty: 3216.137695
	Iteration 36Q: 3 clusters Score -2502785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2502787.250000 Penalty: 3216.137695
	Iteration 37Q: 3 clusters Score -2502787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2502785.250000 Penalty: 3216.137695
	Iteration 38Q: 3 clusters Score -2502785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2502785.250000 Penalty: 3216.137695
	Iteration 39F: 3 clusters Score -2502785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -338260.156250 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -338260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -335706.406250 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -335706.4 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -336262.343750 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -336262.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -336375.187500 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -336375.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -336463.781250 Penalty: 2572.132080
	Iteration 3Q: 3 clusters Score -336463.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -336557.125000 Penalty: 2572.132080
	Iteration 4Q: 3 clusters Score -336557.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -336701.781250 Penalty: 2572.132080
	Iteration 5F: 3 clusters Score -336701.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -336879.000000 Penalty: 2572.132080
	Iteration 6F: 3 clusters Score -336879 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -337073.156250 Penalty: 2572.132080
	Iteration 7F: 3 clusters Score -337073.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -337267.812500 Penalty: 2572.132080
	Iteration 8F: 3 clusters Score -337267.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -337410.343750 Penalty: 2572.132080
	Iteration 9F: 3 clusters Score -337410.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -337498.562500 Penalty: 2572.132080
	Iteration 10Q: 3 clusters Score -337498.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -337555.906250 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -337555.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -337585.750000 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -337585.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -337598.156250 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -337598.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -337605.437500 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -337605.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -337610.843750 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -337610.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -337614.406250 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -337614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -337617.375000 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -337617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -337621.312500 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -337621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -337623.000000 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -337623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -337623.656250 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -337623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -337623.750000 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -337623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -337623.750000 Penalty: 2572.132080
	Iteration 22F: 3 clusters Score -337623.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Entering Unmasked Estep 
Score: -7139433.500000 Penalty: 1775.304199
	Iteration 0F: 2 clusters Score -7139434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -7102441.500000 Penalty: 3550.608398
	Iteration 0F: 3 clusters Score -7102442 nChanged 26212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -7117193.000000 Penalty: 3550.608398
	Iteration 1F: 3 clusters Score -7117193 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -7117933.000000 Penalty: 3550.608398
	Iteration 2Q: 3 clusters Score -7117933 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -7118896.000000 Penalty: 3550.608398
	Iteration 3Q: 3 clusters Score -7118896 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -7120429.500000 Penalty: 3550.608398
	Iteration 4F: 3 clusters Score -7120430 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -7122563.500000 Penalty: 3550.608398
	Iteration 5F: 3 clusters Score -7122564 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7125234.500000 Penalty: 3550.608398
	Iteration 6F: 3 clusters Score -7125234 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -7128124.000000 Penalty: 3550.608398
	Iteration 7F: 3 clusters Score -7128124 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -7130858.000000 Penalty: 3550.608398
	Iteration 8F: 3 clusters Score -7130858 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -7133151.000000 Penalty: 3550.608398
	Iteration 9F: 3 clusters Score -7133151 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -7134924.500000 Penalty: 3550.608398
	Iteration 10Q: 3 clusters Score -7134924 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -7136156.000000 Penalty: 3550.608398
	Iteration 11Q: 3 clusters Score -7136156 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -7136911.500000 Penalty: 3550.608398
	Iteration 12Q: 3 clusters Score -7136912 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -7137399.500000 Penalty: 3550.608398
	Iteration 13Q: 3 clusters Score -7137400 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -7137632.500000 Penalty: 3550.608398
	Iteration 14Q: 3 clusters Score -7137632 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -7137722.000000 Penalty: 3550.608398
	Iteration 15Q: 3 clusters Score -7137722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -7137792.500000 Penalty: 3550.608398
	Iteration 16Q: 3 clusters Score -7137792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -7137845.000000 Penalty: 3550.608398
	Iteration 17Q: 3 clusters Score -7137845 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -7137869.500000 Penalty: 3550.608398
	Iteration 18Q: 3 clusters Score -7137870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -7137882.500000 Penalty: 3550.608398
	Iteration 19Q: 3 clusters Score -7137882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -7137905.000000 Penalty: 3550.608398
	Iteration 20F: 3 clusters Score -7137905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -7137921.000000 Penalty: 3550.608398
	Iteration 21Q: 3 clusters Score -7137921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -7137928.000000 Penalty: 3550.608398
	Iteration 22Q: 3 clusters Score -7137928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -7137935.000000 Penalty: 3550.608398
	Iteration 23Q: 3 clusters Score -7137935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -7137935.000000 Penalty: 3550.608398
	Iteration 24Q: 3 clusters Score -7137935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -7137938.500000 Penalty: 3550.608398
	Iteration 25Q: 3 clusters Score -7137938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -7137939.000000 Penalty: 3550.608398
	Iteration 26Q: 3 clusters Score -7137939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -7137951.000000 Penalty: 3550.608398
	Iteration 27Q: 3 clusters Score -7137951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -7137959.000000 Penalty: 3550.608398
	Iteration 28Q: 3 clusters Score -7137959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -7137964.000000 Penalty: 3550.608398
	Iteration 29Q: 3 clusters Score -7137964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -7137979.000000 Penalty: 3550.608398
	Iteration 30Q: 3 clusters Score -7137979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -7137982.000000 Penalty: 3550.608398
	Iteration 31Q: 3 clusters Score -7137982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -7137980.000000 Penalty: 3550.608398
	Iteration 32Q: 3 clusters Score -7137980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -7137983.500000 Penalty: 3550.608398
	Iteration 33Q: 3 clusters Score -7137984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -7137983.500000 Penalty: 3550.608398
	Iteration 34F: 3 clusters Score -7137984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -10000.039062 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -10000.04 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 110 members 
Entering Unmasked Estep 
Score: -9366.431641 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -9366.432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9591.318359 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -9591.318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9733.426758 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -9733.427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9794.928711 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -9794.929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9849.375000 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -9849.375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9914.231445 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -9914.231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9930.914062 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -9930.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9933.446289 Penalty: 1739.353882
	Iteration 7Q: 3 clusters Score -9933.446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9934.146484 Penalty: 1739.353882
	Iteration 8F: 3 clusters Score -9934.146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9939.741211 Penalty: 1739.353882
	Iteration 9Q: 3 clusters Score -9939.741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9941.419922 Penalty: 1739.353882
	Iteration 10Q: 3 clusters Score -9941.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9941.419922 Penalty: 1739.353882
	Iteration 11F: 3 clusters Score -9941.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Entering Unmasked Estep 
Score: -9638557.000000 Penalty: 1823.529053
	Iteration 0F: 2 clusters Score -9638557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9589394.000000 Penalty: 3647.058105
	Iteration 0F: 3 clusters Score -9589394 nChanged 35636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -9609725.000000 Penalty: 3647.058105
	Iteration 1F: 3 clusters Score -9609725 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -9610391.000000 Penalty: 3647.058105
	Iteration 2Q: 3 clusters Score -9610391 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -9611454.000000 Penalty: 3647.058105
	Iteration 3Q: 3 clusters Score -9611454 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -9613152.000000 Penalty: 3647.058105
	Iteration 4Q: 3 clusters Score -9613152 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -9615832.000000 Penalty: 3647.058105
	Iteration 5F: 3 clusters Score -9615832 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -9620161.000000 Penalty: 3647.058105
	Iteration 6F: 3 clusters Score -9620161 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -9625785.000000 Penalty: 3647.058105
	Iteration 7F: 3 clusters Score -9625785 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -9630887.000000 Penalty: 3647.058105
	Iteration 8F: 3 clusters Score -9630887 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -9634228.000000 Penalty: 3647.058105
	Iteration 9Q: 3 clusters Score -9634228 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9635871.000000 Penalty: 3647.058105
	Iteration 10Q: 3 clusters Score -9635871 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9636447.000000 Penalty: 3647.058105
	Iteration 11Q: 3 clusters Score -9636447 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9636694.000000 Penalty: 3647.058105
	Iteration 12Q: 3 clusters Score -9636694 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9636780.000000 Penalty: 3647.058105
	Iteration 13Q: 3 clusters Score -9636780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9636840.000000 Penalty: 3647.058105
	Iteration 14Q: 3 clusters Score -9636840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9636886.000000 Penalty: 3647.058105
	Iteration 15Q: 3 clusters Score -9636886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9636902.000000 Penalty: 3647.058105
	Iteration 16Q: 3 clusters Score -9636902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9636921.000000 Penalty: 3647.058105
	Iteration 17Q: 3 clusters Score -9636921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9636934.000000 Penalty: 3647.058105
	Iteration 18Q: 3 clusters Score -9636934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9636937.000000 Penalty: 3647.058105
	Iteration 19Q: 3 clusters Score -9636937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9636945.000000 Penalty: 3647.058105
	Iteration 20F: 3 clusters Score -9636945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9636947.000000 Penalty: 3647.058105
	Iteration 21Q: 3 clusters Score -9636947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9636951.000000 Penalty: 3647.058105
	Iteration 22Q: 3 clusters Score -9636951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9636954.000000 Penalty: 3647.058105
	Iteration 23Q: 3 clusters Score -9636954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9636954.000000 Penalty: 3647.058105
	Iteration 24F: 3 clusters Score -9636954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Entering Unmasked Estep 
Score: -2861623.500000 Penalty: 1625.842773
	Iteration 0F: 2 clusters Score -2861624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2846724.000000 Penalty: 3251.685547
	Iteration 0F: 3 clusters Score -2846724 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2852078.750000 Penalty: 3251.685547
	Iteration 1F: 3 clusters Score -2852079 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2852402.500000 Penalty: 3251.685547
	Iteration 2Q: 3 clusters Score -2852402 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2852737.750000 Penalty: 3251.685547
	Iteration 3Q: 3 clusters Score -2852738 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2853125.500000 Penalty: 3251.685547
	Iteration 4Q: 3 clusters Score -2853126 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2853604.250000 Penalty: 3251.685547
	Iteration 5Q: 3 clusters Score -2853604 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2854235.750000 Penalty: 3251.685547
	Iteration 6F: 3 clusters Score -2854236 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2854987.500000 Penalty: 3251.685547
	Iteration 7F: 3 clusters Score -2854988 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2855856.750000 Penalty: 3251.685547
	Iteration 8F: 3 clusters Score -2855857 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2856914.500000 Penalty: 3251.685547
	Iteration 9F: 3 clusters Score -2856914 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2857940.250000 Penalty: 3251.685547
	Iteration 10F: 3 clusters Score -2857940 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2858663.000000 Penalty: 3251.685547
	Iteration 11Q: 3 clusters Score -2858663 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2859104.000000 Penalty: 3251.685547
	Iteration 12Q: 3 clusters Score -2859104 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2859349.750000 Penalty: 3251.685547
	Iteration 13Q: 3 clusters Score -2859350 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2859494.500000 Penalty: 3251.685547
	Iteration 14Q: 3 clusters Score -2859494 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2859575.250000 Penalty: 3251.685547
	Iteration 15Q: 3 clusters Score -2859575 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2859642.500000 Penalty: 3251.685547
	Iteration 16Q: 3 clusters Score -2859642 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2859730.750000 Penalty: 3251.685547
	Iteration 17Q: 3 clusters Score -2859731 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2859802.750000 Penalty: 3251.685547
	Iteration 18Q: 3 clusters Score -2859803 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2859861.750000 Penalty: 3251.685547
	Iteration 19Q: 3 clusters Score -2859862 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2859935.750000 Penalty: 3251.685547
	Iteration 20F: 3 clusters Score -2859936 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2859992.000000 Penalty: 3251.685547
	Iteration 21Q: 3 clusters Score -2859992 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2860038.500000 Penalty: 3251.685547
	Iteration 22Q: 3 clusters Score -2860038 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2860090.000000 Penalty: 3251.685547
	Iteration 23Q: 3 clusters Score -2860090 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2860135.750000 Penalty: 3251.685547
	Iteration 24Q: 3 clusters Score -2860136 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2860166.250000 Penalty: 3251.685547
	Iteration 25Q: 3 clusters Score -2860166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2860204.000000 Penalty: 3251.685547
	Iteration 26Q: 3 clusters Score -2860204 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2860245.000000 Penalty: 3251.685547
	Iteration 27Q: 3 clusters Score -2860245 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2860271.750000 Penalty: 3251.685547
	Iteration 28Q: 3 clusters Score -2860272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2860293.250000 Penalty: 3251.685547
	Iteration 29Q: 3 clusters Score -2860293 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2860308.250000 Penalty: 3251.685547
	Iteration 30Q: 3 clusters Score -2860308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2860322.000000 Penalty: 3251.685547
	Iteration 31Q: 3 clusters Score -2860322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2860328.500000 Penalty: 3251.685547
	Iteration 32Q: 3 clusters Score -2860328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2860345.750000 Penalty: 3251.685547
	Iteration 33Q: 3 clusters Score -2860346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2860353.500000 Penalty: 3251.685547
	Iteration 34Q: 3 clusters Score -2860354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2860362.000000 Penalty: 3251.685547
	Iteration 35Q: 3 clusters Score -2860362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2860374.250000 Penalty: 3251.685547
	Iteration 36Q: 3 clusters Score -2860374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2860380.750000 Penalty: 3251.685547
	Iteration 37Q: 3 clusters Score -2860381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2860391.500000 Penalty: 3251.685547
	Iteration 38Q: 3 clusters Score -2860392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2860402.500000 Penalty: 3251.685547
	Iteration 39Q: 3 clusters Score -2860402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2860414.250000 Penalty: 3251.685547
	Iteration 40F: 3 clusters Score -2860414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2860424.250000 Penalty: 3251.685547
	Iteration 41Q: 3 clusters Score -2860424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2860433.750000 Penalty: 3251.685547
	Iteration 42Q: 3 clusters Score -2860434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2860444.250000 Penalty: 3251.685547
	Iteration 43Q: 3 clusters Score -2860444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2860450.000000 Penalty: 3251.685547
	Iteration 44Q: 3 clusters Score -2860450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2860452.000000 Penalty: 3251.685547
	Iteration 45Q: 3 clusters Score -2860452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2860461.000000 Penalty: 3251.685547
	Iteration 46Q: 3 clusters Score -2860461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2860467.000000 Penalty: 3251.685547
	Iteration 47Q: 3 clusters Score -2860467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2860477.000000 Penalty: 3251.685547
	Iteration 48Q: 3 clusters Score -2860477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2860477.500000 Penalty: 3251.685547
	Iteration 49Q: 3 clusters Score -2860478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2860482.500000 Penalty: 3251.685547
	Iteration 50Q: 3 clusters Score -2860482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2860483.000000 Penalty: 3251.685547
	Iteration 51Q: 3 clusters Score -2860483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2860488.500000 Penalty: 3251.685547
	Iteration 52Q: 3 clusters Score -2860488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2860491.000000 Penalty: 3251.685547
	Iteration 53Q: 3 clusters Score -2860491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2860490.750000 Penalty: 3251.685547
	Iteration 54Q: 3 clusters Score -2860491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2860495.750000 Penalty: 3251.685547
	Iteration 55Q: 3 clusters Score -2860496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2860497.000000 Penalty: 3251.685547
	Iteration 56Q: 3 clusters Score -2860497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2860505.250000 Penalty: 3251.685547
	Iteration 57Q: 3 clusters Score -2860505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2860510.500000 Penalty: 3251.685547
	Iteration 58Q: 3 clusters Score -2860510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2860507.250000 Penalty: 3251.685547
	Iteration 59Q: 3 clusters Score -2860507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2860513.250000 Penalty: 3251.685547
	Iteration 60F: 3 clusters Score -2860513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2860519.250000 Penalty: 3251.685547
	Iteration 61Q: 3 clusters Score -2860519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2860517.500000 Penalty: 3251.685547
	Iteration 62Q: 3 clusters Score -2860518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2860518.750000 Penalty: 3251.685547
	Iteration 63Q: 3 clusters Score -2860519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2860517.750000 Penalty: 3251.685547
	Iteration 64Q: 3 clusters Score -2860518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2860521.750000 Penalty: 3251.685547
	Iteration 65Q: 3 clusters Score -2860522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2860522.500000 Penalty: 3251.685547
	Iteration 66Q: 3 clusters Score -2860522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2860523.750000 Penalty: 3251.685547
	Iteration 67Q: 3 clusters Score -2860524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2860520.750000 Penalty: 3251.685547
	Iteration 68Q: 3 clusters Score -2860521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2860523.750000 Penalty: 3251.685547
	Iteration 69Q: 3 clusters Score -2860524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2860523.750000 Penalty: 3251.685547
	Iteration 70Q: 3 clusters Score -2860524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2860526.000000 Penalty: 3251.685547
	Iteration 71Q: 3 clusters Score -2860526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2860527.250000 Penalty: 3251.685547
	Iteration 72Q: 3 clusters Score -2860527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2860528.250000 Penalty: 3251.685547
	Iteration 73Q: 3 clusters Score -2860528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2860532.750000 Penalty: 3251.685547
	Iteration 74Q: 3 clusters Score -2860533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2860532.750000 Penalty: 3251.685547
	Iteration 75F: 3 clusters Score -2860533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -25864.478516 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -25864.48 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 189 members 
Entering Unmasked Estep 
Score: -25234.855469 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -25234.86 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25616.246094 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -25616.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25854.050781 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -25854.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25951.066406 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -25951.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26034.285156 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -26034.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26062.169922 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -26062.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26079.394531 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -26079.39 nChanged 5
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: -26101.833984 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -26101.83 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: -26108.531250 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -26108.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26110.560547 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -26110.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26115.613281 Penalty: 1921.008911
	Iteration 10Q: 3 clusters Score -26115.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26115.613281 Penalty: 1921.008911
	Iteration 11F: 3 clusters Score -26115.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10934 members 
Mstep: Class 3 contains 95246 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 28981 members 
Mstep: Class 8 contains 19847 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 55545 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 12 contains 33510 members 
Mstep: Class 13 contains 256 members 
Mstep: Class 15 contains 74736 members 
Mstep: Class 16 contains 22141 members 
Mstep: Class 17 contains 113 members 
Mstep: Class 18 contains 76499 members 
Mstep: Class 19 contains 78284 members 
Mstep: Class 20 contains 44348 members 
Entering Unmasked Estep 
Score: -69525488.000000 Penalty: 40818.515625
Splitting cluster 17 changes total score from -69526120.000000 to -69525488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (76499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Entering Unmasked Estep 
Score: -9828186.000000 Penalty: 1827.317871
	Iteration 0F: 2 clusters Score -9828186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -9777454.000000 Penalty: 3654.635742
	Iteration 0F: 3 clusters Score -9777454 nChanged 36538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -9798541.000000 Penalty: 3654.635742
	Iteration 1F: 3 clusters Score -9798541 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -9799315.000000 Penalty: 3654.635742
	Iteration 2Q: 3 clusters Score -9799315 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -9800080.000000 Penalty: 3654.635742
	Iteration 3Q: 3 clusters Score -9800080 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -9801057.000000 Penalty: 3654.635742
	Iteration 4Q: 3 clusters Score -9801057 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -9802511.000000 Penalty: 3654.635742
	Iteration 5Q: 3 clusters Score -9802511 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -9804681.000000 Penalty: 3654.635742
	Iteration 6F: 3 clusters Score -9804681 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -9808035.000000 Penalty: 3654.635742
	Iteration 7F: 3 clusters Score -9808035 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9812095 nChanged 4631
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9815184 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9816612 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9817251 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -9817739.000000 Penalty: 3654.635742
	Iteration 12Q: 3 clusters Score -9817739 nChanged 1199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -9818094.000000 Penalty: 3654.635742
	Iteration 13Q: 3 clusters Score -9818094 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -9818531.000000 Penalty: 3654.635742
	Iteration 14Q: 3 clusters Score -9818531 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -9818981.000000 Penalty: 3654.635742
	Iteration 15Q: 3 clusters Score -9818981 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -9819401.000000 Penalty: 3654.635742
	Iteration 16Q: 3 clusters Score -9819401 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -9819799.000000 Penalty: 3654.635742
	Iteration 17Q: 3 clusters Score -9819799 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -9820179.000000 Penalty: 3654.635742
	Iteration 18Q: 3 clusters Score -9820179 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -9820611.000000 Penalty: 3654.635742
	Iteration 19Q: 3 clusters Score -9820611 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -9821063.000000 Penalty: 3654.635742
	Iteration 20F: 3 clusters Score -9821063 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -9821515.000000 Penalty: 3654.635742
	Iteration 21Q: 3 clusters Score -9821515 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -9821917.000000 Penalty: 3654.635742
	Iteration 22Q: 3 clusters Score -9821917 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -9822313.000000 Penalty: 3654.635742
	Iteration 23Q: 3 clusters Score -9822313 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -9822675.000000 Penalty: 3654.635742
	Iteration 24Q: 3 clusters Score -9822675 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -9823055.000000 Penalty: 3654.635742
	Iteration 25Q: 3 clusters Score -9823055 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -9823427.000000 Penalty: 3654.635742
	Iteration 26Q: 3 clusters Score -9823427 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -9823722.000000 Penalty: 3654.635742
	Iteration 27Q: 3 clusters Score -9823722 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -9824056.000000 Penalty: 3654.635742
	Iteration 28Q: 3 clusters Score -9824056 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -9824342.000000 Penalty: 3654.635742
	Iteration 29Q: 3 clusters Score -9824342 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -9824576.000000 Penalty: 3654.635742
	Iteration 30Q: 3 clusters Score -9824576 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -9824836.000000 Penalty: 3654.635742
	Iteration 31Q: 3 clusters Score -9824836 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -9825029.000000 Penalty: 3654.635742
	Iteration 32Q: 3 clusters Score -9825029 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 71140 members 
Entering Unmasked Estep 
Score: -9825249.000000 Penalty: 3654.635742
	Iteration 33Q: 3 clusters Score -9825249 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -9825401.000000 Penalty: 3654.635742
	Iteration 34Q: 3 clusters Score -9825401 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9825614 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9825784 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9825941 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9826077 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -9826195.000000 Penalty: 3654.635742
	Iteration 39Q: 3 clusters Score -9826195 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -9826264.000000 Penalty: 3654.635742
	Iteration 40F: 3 clusters Score -9826264 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -9826328.000000 Penalty: 3654.635742
	Iteration 41Q: 3 clusters Score -9826328 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -9826405.000000 Penalty: 3654.635742
	Iteration 42Q: 3 clusters Score -9826405 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -9826447.000000 Penalty: 3654.635742
	Iteration 43Q: 3 clusters Score -9826447 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -9826483.000000 Penalty: 3654.635742
	Iteration 44Q: 3 clusters Score -9826483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -9826512.000000 Penalty: 3654.635742
	Iteration 45Q: 3 clusters Score -9826512 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -9826532.000000 Penalty: 3654.635742
	Iteration 46Q: 3 clusters Score -9826532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -9826544.000000 Penalty: 3654.635742
	Iteration 47Q: 3 clusters Score -9826544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -9826567.000000 Penalty: 3654.635742
	Iteration 48Q: 3 clusters Score -9826567 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -9826610.000000 Penalty: 3654.635742
	Iteration 49Q: 3 clusters Score -9826610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -9826631.000000 Penalty: 3654.635742
	Iteration 50Q: 3 clusters Score -9826631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -9826659.000000 Penalty: 3654.635742
	Iteration 51Q: 3 clusters Score -9826659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -9826675.000000 Penalty: 3654.635742
	Iteration 52Q: 3 clusters Score -9826675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -9826708.000000 Penalty: 3654.635742
	Iteration 53Q: 3 clusters Score -9826708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -9826715.000000 Penalty: 3654.635742
	Iteration 54Q: 3 clusters Score -9826715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -9826710.000000 Penalty: 3654.635742
	Iteration 55Q: 3 clusters Score -9826710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -9826726.000000 Penalty: 3654.635742
	Iteration 56Q: 3 clusters Score -9826726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -9826736.000000 Penalty: 3654.635742
	Iteration 57Q: 3 clusters Score -9826736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -9826724.000000 Penalty: 3654.635742
	Iteration 58Q: 3 clusters Score -9826724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -9826740.000000 Penalty: 3654.635742
	Iteration 59Q: 3 clusters Score -9826740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -9826734.000000 Penalty: 3654.635742
	Iteration 60F: 3 clusters Score -9826734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -9826744.000000 Penalty: 3654.635742
	Iteration 61Q: 3 clusters Score -9826744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -9826748.000000 Penalty: 3654.635742
	Iteration 62Q: 3 clusters Score -9826748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -9826765.000000 Penalty: 3654.635742
	Iteration 63Q: 3 clusters Score -9826765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -9826776.000000 Penalty: 3654.635742
	Iteration 64Q: 3 clusters Score -9826776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -9826779.000000 Penalty: 3654.635742
	Iteration 65Q: 3 clusters Score -9826779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
Score: -9826779.000000 Penalty: 3654.635742
	Iteration 66Q: 3 clusters Score -9826779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -9826785.000000 Penalty: 3654.635742
	Iteration 67Q: 3 clusters Score -9826785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -9826792.000000 Penalty: 3654.635742
	Iteration 68Q: 3 clusters Score -9826792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -9826785.000000 Penalty: 3654.635742
	Iteration 69Q: 3 clusters Score -9826785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -9826796.000000 Penalty: 3654.635742
	Iteration 70Q: 3 clusters Score -9826796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -9826795.000000 Penalty: 3654.635742
	Iteration 71Q: 3 clusters Score -9826795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -9826788.000000 Penalty: 3654.635742
	Iteration 72Q: 3 clusters Score -9826788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -9826789.000000 Penalty: 3654.635742
	Iteration 73Q: 3 clusters Score -9826789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -9826796.000000 Penalty: 3654.635742
	Iteration 74Q: 3 clusters Score -9826796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 75373 members 
Entering Unmasked Estep 
Score: -9826799.000000 Penalty: 3654.635742
	Iteration 75Q: 3 clusters Score -9826799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -9826811.000000 Penalty: 3654.635742
	Iteration 76Q: 3 clusters Score -9826811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -9826810.000000 Penalty: 3654.635742
	Iteration 77Q: 3 clusters Score -9826810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -9826806.000000 Penalty: 3654.635742
	Iteration 78Q: 3 clusters Score -9826806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -9826824.000000 Penalty: 3654.635742
	Iteration 79Q: 3 clusters Score -9826824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -9826825.000000 Penalty: 3654.635742
	Iteration 80F: 3 clusters Score -9826825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -9826828.000000 Penalty: 3654.635742
	Iteration 81Q: 3 clusters Score -9826828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -9826825.000000 Penalty: 3654.635742
	Iteration 82Q: 3 clusters Score -9826825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -9826828.000000 Penalty: 3654.635742
	Iteration 83Q: 3 clusters Score -9826828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -9826838.000000 Penalty: 3654.635742
	Iteration 84Q: 3 clusters Score -9826838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9826835.000000 Penalty: 3654.635742
	Iteration 85Q: 3 clusters Score -9826835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9826834.000000 Penalty: 3654.635742
	Iteration 86Q: 3 clusters Score -9826834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -9826840.000000 Penalty: 3654.635742
	Iteration 87Q: 3 clusters Score -9826840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9826837.000000 Penalty: 3654.635742
	Iteration 88Q: 3 clusters Score -9826837 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9826837.000000 Penalty: 3654.635742
	Iteration 89F: 3 clusters Score -9826837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78284 members 
Entering Unmasked Estep 
Score: -10090310.000000 Penalty: 1831.066040
	Iteration 0F: 2 clusters Score -1.009031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -10039164.000000 Penalty: 3662.132080
	Iteration 0F: 3 clusters Score -1.003916e+07 nChanged 37071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -10060451.000000 Penalty: 3662.132080
	Iteration 1F: 3 clusters Score -1.006045e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -10061104.000000 Penalty: 3662.132080
	Iteration 2Q: 3 clusters Score -1.00611e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -10061965.000000 Penalty: 3662.132080
	Iteration 3Q: 3 clusters Score -1.006196e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -10063165.000000 Penalty: 3662.132080
	Iteration 4Q: 3 clusters Score -1.006316e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -10064686.000000 Penalty: 3662.132080
	Iteration 5Q: 3 clusters Score -1.006469e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -10066738.000000 Penalty: 3662.132080
	Iteration 6F: 3 clusters Score -1.006674e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -10069573.000000 Penalty: 3662.132080
	Iteration 7F: 3 clusters Score -1.006957e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -10073311.000000 Penalty: 3662.132080
	Iteration 8F: 3 clusters Score -1.007331e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -10077427.000000 Penalty: 3662.132080
	Iteration 9F: 3 clusters Score -1.007743e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -10080674.000000 Penalty: 3662.132080
	Iteration 10F: 3 clusters Score -1.008067e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -10082547.000000 Penalty: 3662.132080
	Iteration 11Q: 3 clusters Score -1.008255e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -10083709.000000 Penalty: 3662.132080
	Iteration 12Q: 3 clusters Score -1.008371e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -10084742.000000 Penalty: 3662.132080
	Iteration 13Q: 3 clusters Score -1.008474e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -10085613.000000 Penalty: 3662.132080
	Iteration 14Q: 3 clusters Score -1.008561e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -10086382.000000 Penalty: 3662.132080
	Iteration 15Q: 3 clusters Score -1.008638e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -10087002.000000 Penalty: 3662.132080
	Iteration 16Q: 3 clusters Score -1.0087e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -10087470.000000 Penalty: 3662.132080
	Iteration 17Q: 3 clusters Score -1.008747e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -10087854.000000 Penalty: 3662.132080
	Iteration 18Q: 3 clusters Score -1.008785e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -10088182.000000 Penalty: 3662.132080
	Iteration 19Q: 3 clusters Score -1.008818e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -10088378.000000 Penalty: 3662.132080
	Iteration 20F: 3 clusters Score -1.008838e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -10088527.000000 Penalty: 3662.132080
	Iteration 21Q: 3 clusters Score -1.008853e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77065 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -10088698.000000 Penalty: 3662.132080
	Iteration 22Q: 3 clusters Score -1.00887e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10088763.000000 Penalty: 3662.132080
	Iteration 23Q: 3 clusters Score -1.008876e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10088822.000000 Penalty: 3662.132080
	Iteration 24Q: 3 clusters Score -1.008882e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10088837.000000 Penalty: 3662.132080
	Iteration 25Q: 3 clusters Score -1.008884e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10088844.000000 Penalty: 3662.132080
	Iteration 26Q: 3 clusters Score -1.008884e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10088850.000000 Penalty: 3662.132080
	Iteration 27Q: 3 clusters Score -1.008885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10088871.000000 Penalty: 3662.132080
	Iteration 28Q: 3 clusters Score -1.008887e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10088876.000000 Penalty: 3662.132080
	Iteration 29Q: 3 clusters Score -1.008888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10088884.000000 Penalty: 3662.132080
	Iteration 30Q: 3 clusters Score -1.008888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10088906.000000 Penalty: 3662.132080
	Iteration 31Q: 3 clusters Score -1.008891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10088912.000000 Penalty: 3662.132080
	Iteration 32Q: 3 clusters Score -1.008891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10088917.000000 Penalty: 3662.132080
	Iteration 33Q: 3 clusters Score -1.008892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10088919.000000 Penalty: 3662.132080
	Iteration 34Q: 3 clusters Score -1.008892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10088907.000000 Penalty: 3662.132080
	Iteration 35Q: 3 clusters Score -1.008891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10088909.000000 Penalty: 3662.132080
	Iteration 36Q: 3 clusters Score -1.008891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10088919.000000 Penalty: 3662.132080
	Iteration 37Q: 3 clusters Score -1.008892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10088925.000000 Penalty: 3662.132080
	Iteration 38Q: 3 clusters Score -1.008892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10088929.000000 Penalty: 3662.132080
	Iteration 39Q: 3 clusters Score -1.008893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77815 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10088938.000000 Penalty: 3662.132080
	Iteration 40F: 3 clusters Score -1.008894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10088939.000000 Penalty: 3662.132080
	Iteration 41Q: 3 clusters Score -1.008894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10088949.000000 Penalty: 3662.132080
	Iteration 42Q: 3 clusters Score -1.008895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10088946.000000 Penalty: 3662.132080
	Iteration 43Q: 3 clusters Score -1.008895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10088945.000000 Penalty: 3662.132080
	Iteration 44Q: 3 clusters Score -1.008894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10088941.000000 Penalty: 3662.132080
	Iteration 45Q: 3 clusters Score -1.008894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10088939.000000 Penalty: 3662.132080
	Iteration 46Q: 3 clusters Score -1.008894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10088942.000000 Penalty: 3662.132080
	Iteration 47Q: 3 clusters Score -1.008894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10088946.000000 Penalty: 3662.132080
	Iteration 48Q: 3 clusters Score -1.008895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10088947.000000 Penalty: 3662.132080
	Iteration 49Q: 3 clusters Score -1.008895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10088943.000000 Penalty: 3662.132080
	Iteration 50Q: 3 clusters Score -1.008894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10088949.000000 Penalty: 3662.132080
	Iteration 51Q: 3 clusters Score -1.008895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10088944.000000 Penalty: 3662.132080
	Iteration 52Q: 3 clusters Score -1.008894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10088944.000000 Penalty: 3662.132080
	Iteration 53Q: 3 clusters Score -1.008894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10088944.000000 Penalty: 3662.132080
	Iteration 54F: 3 clusters Score -1.008894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Entering Unmasked Estep 
Score: -5718040.000000 Penalty: 1738.721313
	Iteration 0F: 2 clusters Score -5718040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5688380.500000 Penalty: 3477.442627
	Iteration 0F: 3 clusters Score -5688380 nChanged 20769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5699894.000000 Penalty: 3477.442627
	Iteration 1F: 3 clusters Score -5699894 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -5700261.000000 Penalty: 3477.442627
	Iteration 2Q: 3 clusters Score -5700261 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -5700713.000000 Penalty: 3477.442627
	Iteration 3Q: 3 clusters Score -5700713 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5701177.000000 Penalty: 3477.442627
	Iteration 4Q: 3 clusters Score -5701177 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5701790.000000 Penalty: 3477.442627
	Iteration 5Q: 3 clusters Score -5701790 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -5702598.000000 Penalty: 3477.442627
	Iteration 6Q: 3 clusters Score -5702598 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5703767.500000 Penalty: 3477.442627
	Iteration 7Q: 3 clusters Score -5703768 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -5705453.000000 Penalty: 3477.442627
	Iteration 8F: 3 clusters Score -5705453 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -5707493.000000 Penalty: 3477.442627
	Iteration 9F: 3 clusters Score -5707493 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5709602.500000 Penalty: 3477.442627
	Iteration 10F: 3 clusters Score -5709602 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5711018.000000 Penalty: 3477.442627
	Iteration 11F: 3 clusters Score -5711018 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -5711719.000000 Penalty: 3477.442627
	Iteration 12Q: 3 clusters Score -5711719 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5712004.000000 Penalty: 3477.442627
	Iteration 13Q: 3 clusters Score -5712004 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -5712136.000000 Penalty: 3477.442627
	Iteration 14Q: 3 clusters Score -5712136 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -5712228.500000 Penalty: 3477.442627
	Iteration 15Q: 3 clusters Score -5712228 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -5712298.500000 Penalty: 3477.442627
	Iteration 16Q: 3 clusters Score -5712298 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5712371.500000 Penalty: 3477.442627
	Iteration 17Q: 3 clusters Score -5712372 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -5712457.500000 Penalty: 3477.442627
	Iteration 18Q: 3 clusters Score -5712458 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -5712497.500000 Penalty: 3477.442627
	Iteration 19Q: 3 clusters Score -5712498 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5712591.500000 Penalty: 3477.442627
	Iteration 20F: 3 clusters Score -5712592 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -5712663.500000 Penalty: 3477.442627
	Iteration 21Q: 3 clusters Score -5712664 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5712726.000000 Penalty: 3477.442627
	Iteration 22Q: 3 clusters Score -5712726 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -5712796.500000 Penalty: 3477.442627
	Iteration 23Q: 3 clusters Score -5712796 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -5712836.500000 Penalty: 3477.442627
	Iteration 24Q: 3 clusters Score -5712836 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -5712903.500000 Penalty: 3477.442627
	Iteration 25Q: 3 clusters Score -5712904 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -5712913.000000 Penalty: 3477.442627
	Iteration 26Q: 3 clusters Score -5712913 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5712956.000000 Penalty: 3477.442627
	Iteration 27Q: 3 clusters Score -5712956 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5713003.500000 Penalty: 3477.442627
	Iteration 28Q: 3 clusters Score -5713004 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5713058.500000 Penalty: 3477.442627
	Iteration 29Q: 3 clusters Score -5713058 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -5713119.000000 Penalty: 3477.442627
	Iteration 30Q: 3 clusters Score -5713119 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -5713167.000000 Penalty: 3477.442627
	Iteration 31Q: 3 clusters Score -5713167 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -5713238.500000 Penalty: 3477.442627
	Iteration 32Q: 3 clusters Score -5713238 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5713275.000000 Penalty: 3477.442627
	Iteration 33Q: 3 clusters Score -5713275 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5713287.500000 Penalty: 3477.442627
	Iteration 34Q: 3 clusters Score -5713288 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -5713310.000000 Penalty: 3477.442627
	Iteration 35Q: 3 clusters Score -5713310 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -5713322.000000 Penalty: 3477.442627
	Iteration 36Q: 3 clusters Score -5713322 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -5713361.500000 Penalty: 3477.442627
	Iteration 37Q: 3 clusters Score -5713362 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5713371.000000 Penalty: 3477.442627
	Iteration 38Q: 3 clusters Score -5713371 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5713407.000000 Penalty: 3477.442627
	Iteration 39Q: 3 clusters Score -5713407 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -5713446.000000 Penalty: 3477.442627
	Iteration 40F: 3 clusters Score -5713446 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -5713473.000000 Penalty: 3477.442627
	Iteration 41Q: 3 clusters Score -5713473 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -5713503.500000 Penalty: 3477.442627
	Iteration 42Q: 3 clusters Score -5713504 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -5713533.500000 Penalty: 3477.442627
	Iteration 43Q: 3 clusters Score -5713534 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5713563 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -5713619.000000 Penalty: 3477.442627
	Iteration 45Q: 3 clusters Score -5713619 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -5713621.500000 Penalty: 3477.442627
	Iteration 46Q: 3 clusters Score -5713622 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -5713643.500000 Penalty: 3477.442627
	Iteration 47Q: 3 clusters Score -5713644 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -5713701.000000 Penalty: 3477.442627
	Iteration 48Q: 3 clusters Score -5713701 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -5713718.500000 Penalty: 3477.442627
	Iteration 49Q: 3 clusters Score -5713718 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -5713752.000000 Penalty: 3477.442627
	Iteration 50Q: 3 clusters Score -5713752 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -5713758.000000 Penalty: 3477.442627
	Iteration 51Q: 3 clusters Score -5713758 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5713763 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5713800 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -5713837.000000 Penalty: 3477.442627
	Iteration 54Q: 3 clusters Score -5713837 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5713872 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5713872 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5713910 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5713952.500000 Penalty: 3477.442627
	Iteration 58Q: 3 clusters Score -5713952 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5714007 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -5714044.500000 Penalty: 3477.442627
	Iteration 60F: 3 clusters Score -5714044 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -5714088.500000 Penalty: 3477.442627
	Iteration 61Q: 3 clusters Score -5714088 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -5714127.000000 Penalty: 3477.442627
	Iteration 62Q: 3 clusters Score -5714127 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -5714190.000000 Penalty: 3477.442627
	Iteration 63Q: 3 clusters Score -5714190 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5714266 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -5714278.000000 Penalty: 3477.442627
	Iteration 65Q: 3 clusters Score -5714278 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -5714346.000000 Penalty: 3477.442627
	Iteration 66Q: 3 clusters Score -5714346 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5714393 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5714461 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5714541 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5714656 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5714720 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -5714782.500000 Penalty: 3477.442627
	Iteration 72Q: 3 clusters Score -5714782 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5714879 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -5714935.500000 Penalty: 3477.442627
	Iteration 74Q: 3 clusters Score -5714936 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5715030 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -5715113.500000 Penalty: 3477.442627
	Iteration 76Q: 3 clusters Score -5715114 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -5715208.000000 Penalty: 3477.442627
	Iteration 77Q: 3 clusters Score -5715208 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -5715312.500000 Penalty: 3477.442627
	Iteration 78Q: 3 clusters Score -5715312 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -5715395.500000 Penalty: 3477.442627
	Iteration 79Q: 3 clusters Score -5715396 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5715438.500000 Penalty: 3477.442627
	Iteration 80F: 3 clusters Score -5715438 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -5715540.000000 Penalty: 3477.442627
	Iteration 81Q: 3 clusters Score -5715540 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5715618.500000 Penalty: 3477.442627
	Iteration 82Q: 3 clusters Score -5715618 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -5715722.500000 Penalty: 3477.442627
	Iteration 83Q: 3 clusters Score -5715722 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -5715796.000000 Penalty: 3477.442627
	Iteration 84Q: 3 clusters Score -5715796 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5715873 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -5715934.000000 Penalty: 3477.442627
	Iteration 86Q: 3 clusters Score -5715934 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -5716001.000000 Penalty: 3477.442627
	Iteration 87Q: 3 clusters Score -5716001 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -5716071.500000 Penalty: 3477.442627
	Iteration 88Q: 3 clusters Score -5716072 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -5716136.500000 Penalty: 3477.442627
	Iteration 89Q: 3 clusters Score -5716136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -5716170.000000 Penalty: 3477.442627
	Iteration 90Q: 3 clusters Score -5716170 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5716205.500000 Penalty: 3477.442627
	Iteration 91Q: 3 clusters Score -5716206 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -5716237.000000 Penalty: 3477.442627
	Iteration 92Q: 3 clusters Score -5716237 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -5716293.000000 Penalty: 3477.442627
	Iteration 93Q: 3 clusters Score -5716293 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5716348.000000 Penalty: 3477.442627
	Iteration 94Q: 3 clusters Score -5716348 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -5716396.000000 Penalty: 3477.442627
	Iteration 95Q: 3 clusters Score -5716396 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5716458 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5716477.000000 Penalty: 3477.442627
	Iteration 97Q: 3 clusters Score -5716477 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -5716507.500000 Penalty: 3477.442627
	Iteration 98Q: 3 clusters Score -5716508 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5716541.000000 Penalty: 3477.442627
	Iteration 99Q: 3 clusters Score -5716541 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5716573.500000 Penalty: 3477.442627
	Iteration 100F: 3 clusters Score -5716574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -5716592.000000 Penalty: 3477.442627
	Iteration 101Q: 3 clusters Score -5716592 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5716640.500000 Penalty: 3477.442627
	Iteration 102Q: 3 clusters Score -5716640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5716650.000000 Penalty: 3477.442627
	Iteration 103Q: 3 clusters Score -5716650 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -5716670.500000 Penalty: 3477.442627
	Iteration 104Q: 3 clusters Score -5716670 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -5716698.500000 Penalty: 3477.442627
	Iteration 105Q: 3 clusters Score -5716698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -5716709.500000 Penalty: 3477.442627
	Iteration 106Q: 3 clusters Score -5716710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5716717.000000 Penalty: 3477.442627
	Iteration 107Q: 3 clusters Score -5716717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -5716735.000000 Penalty: 3477.442627
	Iteration 108Q: 3 clusters Score -5716735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5716747.000000 Penalty: 3477.442627
	Iteration 109Q: 3 clusters Score -5716747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -5716748.500000 Penalty: 3477.442627
	Iteration 110Q: 3 clusters Score -5716748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5716742.500000 Penalty: 3477.442627
	Iteration 111Q: 3 clusters Score -5716742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -5716758.500000 Penalty: 3477.442627
	Iteration 112Q: 3 clusters Score -5716758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -5716774.500000 Penalty: 3477.442627
	Iteration 113Q: 3 clusters Score -5716774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -5716779.500000 Penalty: 3477.442627
	Iteration 114Q: 3 clusters Score -5716780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -5716781.000000 Penalty: 3477.442627
	Iteration 115Q: 3 clusters Score -5716781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5716788.000000 Penalty: 3477.442627
	Iteration 116Q: 3 clusters Score -5716788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -5716790.500000 Penalty: 3477.442627
	Iteration 117Q: 3 clusters Score -5716790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -5716792.000000 Penalty: 3477.442627
	Iteration 118Q: 3 clusters Score -5716792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5716798.000000 Penalty: 3477.442627
	Iteration 119Q: 3 clusters Score -5716798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -5716801.500000 Penalty: 3477.442627
	Iteration 120F: 3 clusters Score -5716802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -5716804.000000 Penalty: 3477.442627
	Iteration 121Q: 3 clusters Score -5716804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -5716803.000000 Penalty: 3477.442627
	Iteration 122Q: 3 clusters Score -5716803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -5716806.500000 Penalty: 3477.442627
	Iteration 123Q: 3 clusters Score -5716806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -5716808.500000 Penalty: 3477.442627
	Iteration 124Q: 3 clusters Score -5716808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -5716812.500000 Penalty: 3477.442627
	Iteration 125Q: 3 clusters Score -5716812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -5716822.000000 Penalty: 3477.442627
	Iteration 126Q: 3 clusters Score -5716822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -5716819.500000 Penalty: 3477.442627
	Iteration 127Q: 3 clusters Score -5716820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -5716828.000000 Penalty: 3477.442627
	Iteration 128Q: 3 clusters Score -5716828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5716836.500000 Penalty: 3477.442627
	Iteration 129Q: 3 clusters Score -5716836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -5716827.000000 Penalty: 3477.442627
	Iteration 130Q: 3 clusters Score -5716827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5716831.000000 Penalty: 3477.442627
	Iteration 131Q: 3 clusters Score -5716831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -5716844.000000 Penalty: 3477.442627
	Iteration 132Q: 3 clusters Score -5716844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -5716834.500000 Penalty: 3477.442627
	Iteration 133Q: 3 clusters Score -5716834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -5716843.000000 Penalty: 3477.442627
	Iteration 134Q: 3 clusters Score -5716843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5716840.500000 Penalty: 3477.442627
	Iteration 135Q: 3 clusters Score -5716840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5716837.000000 Penalty: 3477.442627
	Iteration 136Q: 3 clusters Score -5716837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -5716838.000000 Penalty: 3477.442627
	Iteration 137Q: 3 clusters Score -5716838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -5716840.000000 Penalty: 3477.442627
	Iteration 138Q: 3 clusters Score -5716840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -5716830.000000 Penalty: 3477.442627
	Iteration 139Q: 3 clusters Score -5716830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5716836.000000 Penalty: 3477.442627
	Iteration 140F: 3 clusters Score -5716836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -5716830.500000 Penalty: 3477.442627
	Iteration 141Q: 3 clusters Score -5716830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5716830.000000 Penalty: 3477.442627
	Iteration 142Q: 3 clusters Score -5716830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -5716835.500000 Penalty: 3477.442627
	Iteration 143Q: 3 clusters Score -5716836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -5716835.000000 Penalty: 3477.442627
	Iteration 144Q: 3 clusters Score -5716835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -5716835.000000 Penalty: 3477.442627
	Iteration 145F: 3 clusters Score -5716835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10934 members 
Mstep: Class 3 contains 95246 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 28981 members 
Mstep: Class 8 contains 19847 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 55545 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 15 contains 74736 members 
Mstep: Class 16 contains 22141 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 76499 members 
Mstep: Class 19 contains 78284 members 
Mstep: Class 20 contains 44348 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 19 clusters Score -6.952887e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 95254 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 28695 members 
Mstep: Class 8 contains 19748 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 55310 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 12 contains 31772 members 
Mstep: Class 15 contains 74577 members 
Mstep: Class 16 contains 22143 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 78316 members 
Mstep: Class 19 contains 79158 members 
Mstep: Class 20 contains 44500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 19 clusters Score -6.953122e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 10608 members 
Mstep: Class 3 contains 94797 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 28250 members 
Mstep: Class 8 contains 19666 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 10 contains 55046 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 31906 members 
Mstep: Class 15 contains 74312 members 
Mstep: Class 16 contains 22114 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 79798 members 
Mstep: Class 19 contains 79396 members 
Mstep: Class 20 contains 44393 members 
Entering Unmasked Estep 
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Iteration 81Q: 19 clusters Score -6.95327e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 94439 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 385 members 
Mstep: Class 7 contains 27790 members 
Mstep: Class 8 contains 19580 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 54807 members 
Mstep: Class 11 contains 231 members 
Mstep: Class 12 contains 31902 members 
Mstep: Class 15 contains 74071 members 
Mstep: Class 16 contains 22089 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 81287 members 
Mstep: Class 19 contains 79541 members 
Mstep: Class 20 contains 44311 members 
Entering Unmasked Estep 
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Iteration 82Q: 19 clusters Score -6.953339e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 94212 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 820 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 27316 members 
Mstep: Class 8 contains 19522 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 31924 members 
Mstep: Class 15 contains 73797 members 
Mstep: Class 16 contains 22071 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 82751 members 
Mstep: Class 19 contains 79585 members 
Mstep: Class 20 contains 44177 members 
Entering Unmasked Estep 
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Iteration 83Q: 19 clusters Score -6.9534e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 10430 members 
Mstep: Class 3 contains 94005 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 26845 members 
Mstep: Class 8 contains 19462 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 54318 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 31946 members 
Mstep: Class 15 contains 73561 members 
Mstep: Class 16 contains 22069 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 84169 members 
Mstep: Class 19 contains 79561 members 
Mstep: Class 20 contains 44043 members 
Entering Unmasked Estep 
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Iteration 84Q: 19 clusters Score -6.953414e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 10384 members 
Mstep: Class 3 contains 93843 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 26337 members 
Mstep: Class 8 contains 19399 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 54080 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32041 members 
Mstep: Class 15 contains 73358 members 
Mstep: Class 16 contains 22066 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 85563 members 
Mstep: Class 19 contains 79487 members 
Mstep: Class 20 contains 43881 members 
Entering Unmasked Estep 
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Iteration 85Q: 19 clusters Score -6.953423e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10377 members 
Mstep: Class 3 contains 93763 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 25821 members 
Mstep: Class 8 contains 19350 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 53839 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32076 members 
Mstep: Class 15 contains 73158 members 
Mstep: Class 16 contains 22069 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 86931 members 
Mstep: Class 19 contains 79378 members 
Mstep: Class 20 contains 43697 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 19 clusters Score -6.953456e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 10380 members 
Mstep: Class 3 contains 93715 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 25311 members 
Mstep: Class 8 contains 19319 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 53625 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32120 members 
Mstep: Class 15 contains 72983 members 
Mstep: Class 16 contains 22075 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 88162 members 
Mstep: Class 19 contains 79255 members 
Mstep: Class 20 contains 43538 members 
Entering Unmasked Estep 
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Iteration 87Q: 19 clusters Score -6.953455e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10389 members 
Mstep: Class 3 contains 93661 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 24803 members 
Mstep: Class 8 contains 19280 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 53441 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32171 members 
Mstep: Class 15 contains 72822 members 
Mstep: Class 16 contains 22073 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 89371 members 
Mstep: Class 19 contains 79138 members 
Mstep: Class 20 contains 43355 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -6.953471e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10399 members 
Mstep: Class 3 contains 93664 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 24352 members 
Mstep: Class 8 contains 19244 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 53262 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32224 members 
Mstep: Class 15 contains 72651 members 
Mstep: Class 16 contains 22053 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 90537 members 
Mstep: Class 19 contains 79026 members 
Mstep: Class 20 contains 43117 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -6.953477e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10408 members 
Mstep: Class 3 contains 93700 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 23862 members 
Mstep: Class 8 contains 19205 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 53074 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32276 members 
Mstep: Class 15 contains 72491 members 
Mstep: Class 16 contains 22041 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 91719 members 
Mstep: Class 19 contains 78920 members 
Mstep: Class 20 contains 42848 members 
Entering Unmasked Estep 
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Iteration 90Q: 19 clusters Score -6.953481e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10403 members 
Mstep: Class 3 contains 93689 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 820 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 23388 members 
Mstep: Class 8 contains 19180 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 52841 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32364 members 
Mstep: Class 15 contains 72355 members 
Mstep: Class 16 contains 22052 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 92883 members 
Mstep: Class 19 contains 78832 members 
Mstep: Class 20 contains 42574 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 19 clusters Score -6.953519e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 10405 members 
Mstep: Class 3 contains 93733 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 22924 members 
Mstep: Class 8 contains 19161 members 
Mstep: Class 9 contains 2778 members 
Mstep: Class 10 contains 52564 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32415 members 
Mstep: Class 15 contains 72215 members 
Mstep: Class 16 contains 22055 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 94016 members 
Mstep: Class 19 contains 78765 members 
Mstep: Class 20 contains 42317 members 
Entering Unmasked Estep 
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Iteration 92Q: 19 clusters Score -6.953498e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 10404 members 
Mstep: Class 3 contains 93824 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 22452 members 
Mstep: Class 8 contains 19133 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 52271 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32479 members 
Mstep: Class 15 contains 72102 members 
Mstep: Class 16 contains 22051 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 95092 members 
Mstep: Class 19 contains 78704 members 
Mstep: Class 20 contains 42056 members 
Entering Unmasked Estep 
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Iteration 93Q: 19 clusters Score -6.95352e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10407 members 
Mstep: Class 3 contains 93900 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 22012 members 
Mstep: Class 8 contains 19104 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 51948 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32545 members 
Mstep: Class 15 contains 71966 members 
Mstep: Class 16 contains 22017 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 96205 members 
Mstep: Class 19 contains 78672 members 
Mstep: Class 20 contains 41790 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -6.953522e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 93914 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 21601 members 
Mstep: Class 8 contains 19069 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 51634 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32623 members 
Mstep: Class 15 contains 71848 members 
Mstep: Class 16 contains 21994 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 97366 members 
Mstep: Class 19 contains 78636 members 
Mstep: Class 20 contains 41482 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -6.953522e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 10418 members 
Mstep: Class 3 contains 93893 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 21244 members 
Mstep: Class 8 contains 19037 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 51326 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32700 members 
Mstep: Class 15 contains 71711 members 
Mstep: Class 16 contains 21964 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 98558 members 
Mstep: Class 19 contains 78635 members 
Mstep: Class 20 contains 41115 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -6.953538e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 10421 members 
Mstep: Class 3 contains 93850 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 20891 members 
Mstep: Class 8 contains 18989 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 50993 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32799 members 
Mstep: Class 15 contains 71572 members 
Mstep: Class 16 contains 21919 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 99778 members 
Mstep: Class 19 contains 78676 members 
Mstep: Class 20 contains 40725 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -6.953548e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 10426 members 
Mstep: Class 3 contains 93795 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 20545 members 
Mstep: Class 8 contains 18950 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 50665 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 32954 members 
Mstep: Class 15 contains 71443 members 
Mstep: Class 16 contains 21886 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 100931 members 
Mstep: Class 19 contains 78711 members 
Mstep: Class 20 contains 40317 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -6.953549e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 93792 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 20212 members 
Mstep: Class 8 contains 18921 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 50313 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 33147 members 
Mstep: Class 15 contains 71309 members 
Mstep: Class 16 contains 21837 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 101967 members 
Mstep: Class 19 contains 78766 members 
Mstep: Class 20 contains 39907 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -6.953556e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 93724 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 19879 members 
Mstep: Class 8 contains 18909 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 49956 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 33398 members 
Mstep: Class 15 contains 71182 members 
Mstep: Class 16 contains 21801 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 102936 members 
Mstep: Class 19 contains 78878 members 
Mstep: Class 20 contains 39498 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -6.953536e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10448 members 
Mstep: Class 3 contains 93679 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 19506 members 
Mstep: Class 8 contains 18922 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 49634 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 33657 members 
Mstep: Class 15 contains 71088 members 
Mstep: Class 16 contains 21745 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 103853 members 
Mstep: Class 19 contains 78976 members 
Mstep: Class 20 contains 39085 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -6.953531e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 10463 members 
Mstep: Class 3 contains 93673 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 824 members 
Mstep: Class 6 contains 382 members 
Mstep: Class 7 contains 19117 members 
Mstep: Class 8 contains 18910 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 49322 members 
Mstep: Class 11 contains 249 members 
Mstep: Class 12 contains 33952 members 
Mstep: Class 15 contains 71016 members 
Mstep: Class 16 contains 21702 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 104655 members 
Mstep: Class 19 contains 79085 members 
Mstep: Class 20 contains 38680 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -6.953514e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 93734 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 384 members 
Mstep: Class 7 contains 18752 members 
Mstep: Class 8 contains 18912 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 49022 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 34254 members 
Mstep: Class 15 contains 70953 members 
Mstep: Class 16 contains 21656 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 105364 members 
Mstep: Class 19 contains 79197 members 
Mstep: Class 20 contains 38258 members 
Entering Unmasked Estep 
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Iteration 103Q: 19 clusters Score -6.953525e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10480 members 
Mstep: Class 3 contains 93777 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 824 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 18432 members 
Mstep: Class 8 contains 18925 members 
Mstep: Class 9 contains 2772 members 
Mstep: Class 10 contains 48721 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 34558 members 
Mstep: Class 15 contains 70894 members 
Mstep: Class 16 contains 21610 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 106014 members 
Mstep: Class 19 contains 79296 members 
Mstep: Class 20 contains 37849 members 
Entering Unmasked Estep 
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Iteration 104Q: 19 clusters Score -6.953538e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 10490 members 
Mstep: Class 3 contains 93805 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 382 members 
Mstep: Class 7 contains 18142 members 
Mstep: Class 8 contains 18936 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 48414 members 
Mstep: Class 11 contains 246 members 
Mstep: Class 12 contains 34874 members 
Mstep: Class 15 contains 70840 members 
Mstep: Class 16 contains 21561 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 106550 members 
Mstep: Class 19 contains 79444 members 
Mstep: Class 20 contains 37481 members 
Entering Unmasked Estep 
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Iteration 105Q: 19 clusters Score -6.953537e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 93803 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 824 members 
Mstep: Class 6 contains 382 members 
Mstep: Class 7 contains 17896 members 
Mstep: Class 8 contains 18972 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 48100 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 35183 members 
Mstep: Class 15 contains 70795 members 
Mstep: Class 16 contains 21531 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 106990 members 
Mstep: Class 19 contains 79611 members 
Mstep: Class 20 contains 37151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69535304.000000 Penalty: 38670.171875
Iteration 106Q: 19 clusters Score -6.95353e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 93825 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 382 members 
Mstep: Class 7 contains 17665 members 
Mstep: Class 8 contains 19004 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 47820 members 
Mstep: Class 11 contains 249 members 
Mstep: Class 12 contains 35505 members 
Mstep: Class 15 contains 70786 members 
Mstep: Class 16 contains 21493 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 107247 members 
Mstep: Class 19 contains 79794 members 
Mstep: Class 20 contains 36874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69535032.000000 Penalty: 38670.171875
Iteration 107Q: 19 clusters Score -6.953503e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 93863 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 824 members 
Mstep: Class 6 contains 382 members 
Mstep: Class 7 contains 17438 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 47592 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 35805 members 
Mstep: Class 15 contains 70818 members 
Mstep: Class 16 contains 21475 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 107414 members 
Mstep: Class 19 contains 79963 members 
Mstep: Class 20 contains 36609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534944.000000 Penalty: 38670.171875
Iteration 108Q: 19 clusters Score -6.953494e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 93956 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 824 members 
Mstep: Class 6 contains 382 members 
Mstep: Class 7 contains 17211 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 47388 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 36088 members 
Mstep: Class 15 contains 70854 members 
Mstep: Class 16 contains 21466 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 107542 members 
Mstep: Class 19 contains 80094 members 
Mstep: Class 20 contains 36369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534720.000000 Penalty: 38670.171875
Iteration 109Q: 19 clusters Score -6.953472e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 94115 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 824 members 
Mstep: Class 6 contains 382 members 
Mstep: Class 7 contains 16924 members 
Mstep: Class 8 contains 19037 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 47212 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 36387 members 
Mstep: Class 15 contains 70897 members 
Mstep: Class 16 contains 21476 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 107584 members 
Mstep: Class 19 contains 80217 members 
Mstep: Class 20 contains 36141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534720.000000 Penalty: 38670.171875
Iteration 110Q: 19 clusters Score -6.953472e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 94265 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19046 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 47065 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 36641 members 
Mstep: Class 15 contains 70919 members 
Mstep: Class 16 contains 21468 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 107623 members 
Mstep: Class 19 contains 80343 members 
Mstep: Class 20 contains 35945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534320.000000 Penalty: 38670.171875
Iteration 111Q: 19 clusters Score -6.953432e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10519 members 
Mstep: Class 3 contains 94393 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 16471 members 
Mstep: Class 8 contains 19057 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 46929 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 36901 members 
Mstep: Class 15 contains 70928 members 
Mstep: Class 16 contains 21475 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 107610 members 
Mstep: Class 19 contains 80475 members 
Mstep: Class 20 contains 35746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534264.000000 Penalty: 38670.171875
Iteration 112Q: 19 clusters Score -6.953426e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 94536 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 826 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 16267 members 
Mstep: Class 8 contains 19073 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 46810 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 37165 members 
Mstep: Class 15 contains 70964 members 
Mstep: Class 16 contains 21490 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 107541 members 
Mstep: Class 19 contains 80565 members 
Mstep: Class 20 contains 35560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534144.000000 Penalty: 38670.171875
Iteration 113Q: 19 clusters Score -6.953414e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 94648 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 16088 members 
Mstep: Class 8 contains 19111 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 46709 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 37421 members 
Mstep: Class 15 contains 70999 members 
Mstep: Class 16 contains 21491 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 107485 members 
Mstep: Class 19 contains 80647 members 
Mstep: Class 20 contains 35365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534168.000000 Penalty: 38670.171875
Iteration 114Q: 19 clusters Score -6.953417e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 94719 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15917 members 
Mstep: Class 8 contains 19145 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 37685 members 
Mstep: Class 15 contains 71047 members 
Mstep: Class 16 contains 21488 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 107480 members 
Mstep: Class 19 contains 80725 members 
Mstep: Class 20 contains 35149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533944.000000 Penalty: 38670.171875
Iteration 115Q: 19 clusters Score -6.953394e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10523 members 
Mstep: Class 3 contains 94754 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15767 members 
Mstep: Class 8 contains 19163 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 46526 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 37923 members 
Mstep: Class 15 contains 71106 members 
Mstep: Class 16 contains 21504 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 107449 members 
Mstep: Class 19 contains 80783 members 
Mstep: Class 20 contains 34982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534024.000000 Penalty: 38670.171875
Iteration 116Q: 19 clusters Score -6.953402e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10530 members 
Mstep: Class 3 contains 94743 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15614 members 
Mstep: Class 8 contains 19192 members 
Mstep: Class 9 contains 2796 members 
Mstep: Class 10 contains 46471 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 38170 members 
Mstep: Class 15 contains 71159 members 
Mstep: Class 16 contains 21514 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 107421 members 
Mstep: Class 19 contains 80836 members 
Mstep: Class 20 contains 34822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533848.000000 Penalty: 38670.171875
Iteration 117Q: 19 clusters Score -6.953385e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 94738 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15488 members 
Mstep: Class 8 contains 19222 members 
Mstep: Class 9 contains 2799 members 
Mstep: Class 10 contains 46421 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 38402 members 
Mstep: Class 15 contains 71198 members 
Mstep: Class 16 contains 21530 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 107381 members 
Mstep: Class 19 contains 80873 members 
Mstep: Class 20 contains 34683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533792.000000 Penalty: 38670.171875
Iteration 118Q: 19 clusters Score -6.953379e+07 nChanged 1426
Entering ConstructFrom: 
Score: -69533792.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (6037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Entering Unmasked Estep 
Score: -727906.812500 Penalty: 1414.670166
	Iteration 0F: 2 clusters Score -727906.8 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 3003 members 
Entering Unmasked Estep 
Score: -723255.562500 Penalty: 2829.340332
	Iteration 0F: 3 clusters Score -723255.6 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -724655.375000 Penalty: 2829.340332
	Iteration 1F: 3 clusters Score -724655.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -724887.625000 Penalty: 2829.340332
	Iteration 2F: 3 clusters Score -724887.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -725046.062500 Penalty: 2829.340332
	Iteration 3F: 3 clusters Score -725046.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -725177.500000 Penalty: 2829.340332
	Iteration 4Q: 3 clusters Score -725177.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -725297.062500 Penalty: 2829.340332
	Iteration 5Q: 3 clusters Score -725297.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -725407.062500 Penalty: 2829.340332
	Iteration 6Q: 3 clusters Score -725407.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -725500.250000 Penalty: 2829.340332
	Iteration 7Q: 3 clusters Score -725500.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -725604.375000 Penalty: 2829.340332
	Iteration 8Q: 3 clusters Score -725604.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -725700.625000 Penalty: 2829.340332
	Iteration 9Q: 3 clusters Score -725700.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -725798.812500 Penalty: 2829.340332
	Iteration 10Q: 3 clusters Score -725798.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -725913.312500 Penalty: 2829.340332
	Iteration 11Q: 3 clusters Score -725913.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -726054.812500 Penalty: 2829.340332
	Iteration 12Q: 3 clusters Score -726054.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -726178.375000 Penalty: 2829.340332
	Iteration 13Q: 3 clusters Score -726178.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -726300.187500 Penalty: 2829.340332
	Iteration 14Q: 3 clusters Score -726300.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -726399.437500 Penalty: 2829.340332
	Iteration 15Q: 3 clusters Score -726399.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -726487.687500 Penalty: 2829.340332
	Iteration 16Q: 3 clusters Score -726487.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -726550.687500 Penalty: 2829.340332
	Iteration 17Q: 3 clusters Score -726550.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -726589.312500 Penalty: 2829.340332
	Iteration 18Q: 3 clusters Score -726589.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -726617.062500 Penalty: 2829.340332
	Iteration 19Q: 3 clusters Score -726617.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -726636.562500 Penalty: 2829.340332
	Iteration 20F: 3 clusters Score -726636.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -726648.125000 Penalty: 2829.340332
	Iteration 21Q: 3 clusters Score -726648.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -726661.187500 Penalty: 2829.340332
	Iteration 22Q: 3 clusters Score -726661.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -726666.937500 Penalty: 2829.340332
	Iteration 23Q: 3 clusters Score -726666.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -726674.250000 Penalty: 2829.340332
	Iteration 24Q: 3 clusters Score -726674.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -726677.937500 Penalty: 2829.340332
	Iteration 25Q: 3 clusters Score -726677.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -726681.437500 Penalty: 2829.340332
	Iteration 26Q: 3 clusters Score -726681.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -726683.500000 Penalty: 2829.340332
	Iteration 27Q: 3 clusters Score -726683.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -726685.750000 Penalty: 2829.340332
	Iteration 28Q: 3 clusters Score -726685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -726687.187500 Penalty: 2829.340332
	Iteration 29Q: 3 clusters Score -726687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -726689.375000 Penalty: 2829.340332
	Iteration 30Q: 3 clusters Score -726689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -726689.562500 Penalty: 2829.340332
	Iteration 31Q: 3 clusters Score -726689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -726690.625000 Penalty: 2829.340332
	Iteration 32Q: 3 clusters Score -726690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -726689.875000 Penalty: 2829.340332
	Iteration 33Q: 3 clusters Score -726689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -726690.562500 Penalty: 2829.340332
	Iteration 34Q: 3 clusters Score -726690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -726690.562500 Penalty: 2829.340332
	Iteration 35F: 3 clusters Score -726690.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Entering Unmasked Estep 
Score: -1346534.500000 Penalty: 1505.411499
	Iteration 0F: 2 clusters Score -1346534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1339042.875000 Penalty: 3010.822998
	Iteration 0F: 3 clusters Score -1339043 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1341394.750000 Penalty: 3010.822998
	Iteration 1F: 3 clusters Score -1341395 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1341647.125000 Penalty: 3010.822998
	Iteration 2F: 3 clusters Score -1341647 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1341837.000000 Penalty: 3010.822998
	Iteration 3Q: 3 clusters Score -1341837 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1341984.000000 Penalty: 3010.822998
	Iteration 4Q: 3 clusters Score -1341984 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1342101.125000 Penalty: 3010.822998
	Iteration 5Q: 3 clusters Score -1342101 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1342197.625000 Penalty: 3010.822998
	Iteration 6Q: 3 clusters Score -1342198 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1342296.250000 Penalty: 3010.822998
	Iteration 7Q: 3 clusters Score -1342296 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1342396.250000 Penalty: 3010.822998
	Iteration 8Q: 3 clusters Score -1342396 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1342524.625000 Penalty: 3010.822998
	Iteration 9Q: 3 clusters Score -1342525 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1342688.375000 Penalty: 3010.822998
	Iteration 10Q: 3 clusters Score -1342688 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1342882.750000 Penalty: 3010.822998
	Iteration 11Q: 3 clusters Score -1342883 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1343106.250000 Penalty: 3010.822998
	Iteration 12Q: 3 clusters Score -1343106 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1343356.875000 Penalty: 3010.822998
	Iteration 13Q: 3 clusters Score -1343357 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1343591.500000 Penalty: 3010.822998
	Iteration 14Q: 3 clusters Score -1343592 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1343840.875000 Penalty: 3010.822998
	Iteration 15Q: 3 clusters Score -1343841 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1344051.875000 Penalty: 3010.822998
	Iteration 16Q: 3 clusters Score -1344052 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1344212.125000 Penalty: 3010.822998
	Iteration 17Q: 3 clusters Score -1344212 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1344365.625000 Penalty: 3010.822998
	Iteration 18Q: 3 clusters Score -1344366 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1344480.000000 Penalty: 3010.822998
	Iteration 19Q: 3 clusters Score -1344480 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1344578.000000 Penalty: 3010.822998
	Iteration 20F: 3 clusters Score -1344578 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1344666.750000 Penalty: 3010.822998
	Iteration 21Q: 3 clusters Score -1344667 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1344754.500000 Penalty: 3010.822998
	Iteration 22Q: 3 clusters Score -1344754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1344828.750000 Penalty: 3010.822998
	Iteration 23Q: 3 clusters Score -1344829 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1344890.875000 Penalty: 3010.822998
	Iteration 24Q: 3 clusters Score -1344891 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1344945.250000 Penalty: 3010.822998
	Iteration 25Q: 3 clusters Score -1344945 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1344984.875000 Penalty: 3010.822998
	Iteration 26Q: 3 clusters Score -1344985 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1345024.125000 Penalty: 3010.822998
	Iteration 27Q: 3 clusters Score -1345024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1345044.750000 Penalty: 3010.822998
	Iteration 28Q: 3 clusters Score -1345045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1345061.875000 Penalty: 3010.822998
	Iteration 29Q: 3 clusters Score -1345062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1345079.375000 Penalty: 3010.822998
	Iteration 30Q: 3 clusters Score -1345079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1345095.125000 Penalty: 3010.822998
	Iteration 31Q: 3 clusters Score -1345095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1345105.875000 Penalty: 3010.822998
	Iteration 32Q: 3 clusters Score -1345106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1345110.875000 Penalty: 3010.822998
	Iteration 33Q: 3 clusters Score -1345111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1345119.875000 Penalty: 3010.822998
	Iteration 34Q: 3 clusters Score -1345120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1345126.875000 Penalty: 3010.822998
	Iteration 35Q: 3 clusters Score -1345127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1345134.875000 Penalty: 3010.822998
	Iteration 36Q: 3 clusters Score -1345135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1345141.000000 Penalty: 3010.822998
	Iteration 37Q: 3 clusters Score -1345141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1345145.250000 Penalty: 3010.822998
	Iteration 38Q: 3 clusters Score -1345145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1345149.000000 Penalty: 3010.822998
	Iteration 39Q: 3 clusters Score -1345149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1345151.250000 Penalty: 3010.822998
	Iteration 40F: 3 clusters Score -1345151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1345155.875000 Penalty: 3010.822998
	Iteration 41Q: 3 clusters Score -1345156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1345163.375000 Penalty: 3010.822998
	Iteration 42Q: 3 clusters Score -1345163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1345163.625000 Penalty: 3010.822998
	Iteration 43Q: 3 clusters Score -1345164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1345168.625000 Penalty: 3010.822998
	Iteration 44Q: 3 clusters Score -1345169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1345169.125000 Penalty: 3010.822998
	Iteration 45Q: 3 clusters Score -1345169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1345173.375000 Penalty: 3010.822998
	Iteration 46Q: 3 clusters Score -1345173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1345173.250000 Penalty: 3010.822998
	Iteration 47Q: 3 clusters Score -1345173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1345177.875000 Penalty: 3010.822998
	Iteration 48Q: 3 clusters Score -1345178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1345178.875000 Penalty: 3010.822998
	Iteration 49Q: 3 clusters Score -1345179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1345177.875000 Penalty: 3010.822998
	Iteration 50Q: 3 clusters Score -1345178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1345177.750000 Penalty: 3010.822998
	Iteration 51Q: 3 clusters Score -1345178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1345177.875000 Penalty: 3010.822998
	Iteration 52Q: 3 clusters Score -1345178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1345177.125000 Penalty: 3010.822998
	Iteration 53Q: 3 clusters Score -1345177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1345177.125000 Penalty: 3010.822998
	Iteration 54F: 3 clusters Score -1345177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94754 members 
Entering Unmasked Estep 
Score: -12162988.000000 Penalty: 1862.093994
	Iteration 0F: 2 clusters Score -1.216299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -12101951.000000 Penalty: 3724.187988
	Iteration 0F: 3 clusters Score -1.210195e+07 nChanged 45405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -12128914.000000 Penalty: 3724.187988
	Iteration 1F: 3 clusters Score -1.212891e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -12130852.000000 Penalty: 3724.187988
	Iteration 2Q: 3 clusters Score -1.213085e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -12134130.000000 Penalty: 3724.187988
	Iteration 3F: 3 clusters Score -1.213413e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -12138968.000000 Penalty: 3724.187988
	Iteration 4F: 3 clusters Score -1.213897e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 73826 members 
Entering Unmasked Estep 
Score: -12145137.000000 Penalty: 3724.187988
	Iteration 5F: 3 clusters Score -1.214514e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -12150790.000000 Penalty: 3724.187988
	Iteration 6F: 3 clusters Score -1.215079e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -12154829.000000 Penalty: 3724.187988
	Iteration 7F: 3 clusters Score -1.215483e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -12157361.000000 Penalty: 3724.187988
	Iteration 8Q: 3 clusters Score -1.215736e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -12158709.000000 Penalty: 3724.187988
	Iteration 9Q: 3 clusters Score -1.215871e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -12159491.000000 Penalty: 3724.187988
	Iteration 10Q: 3 clusters Score -1.215949e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -12159846.000000 Penalty: 3724.187988
	Iteration 11Q: 3 clusters Score -1.215985e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -12160122.000000 Penalty: 3724.187988
	Iteration 12Q: 3 clusters Score -1.216012e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -12160354.000000 Penalty: 3724.187988
	Iteration 13Q: 3 clusters Score -1.216035e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -12160591.000000 Penalty: 3724.187988
	Iteration 14Q: 3 clusters Score -1.216059e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -12160745.000000 Penalty: 3724.187988
	Iteration 15Q: 3 clusters Score -1.216074e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 91492 members 
Entering Unmasked Estep 
Score: -12160872.000000 Penalty: 3724.187988
	Iteration 16Q: 3 clusters Score -1.216087e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 91697 members 
Entering Unmasked Estep 
Score: -12161030.000000 Penalty: 3724.187988
	Iteration 17Q: 3 clusters Score -1.216103e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 91893 members 
Entering Unmasked Estep 
Score: -12161034.000000 Penalty: 3724.187988
	Iteration 18Q: 3 clusters Score -1.216103e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -12161102.000000 Penalty: 3724.187988
	Iteration 19Q: 3 clusters Score -1.21611e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 92193 members 
Entering Unmasked Estep 
Score: -12161177.000000 Penalty: 3724.187988
	Iteration 20F: 3 clusters Score -1.216118e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 92336 members 
Entering Unmasked Estep 
Score: -12161216.000000 Penalty: 3724.187988
	Iteration 21Q: 3 clusters Score -1.216122e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 92454 members 
Entering Unmasked Estep 
Score: -12161255.000000 Penalty: 3724.187988
	Iteration 22Q: 3 clusters Score -1.216126e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 92568 members 
Entering Unmasked Estep 
Score: -12161270.000000 Penalty: 3724.187988
	Iteration 23Q: 3 clusters Score -1.216127e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 92676 members 
Entering Unmasked Estep 
Score: -12161331.000000 Penalty: 3724.187988
	Iteration 24Q: 3 clusters Score -1.216133e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -12161380.000000 Penalty: 3724.187988
	Iteration 25Q: 3 clusters Score -1.216138e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -12161418.000000 Penalty: 3724.187988
	Iteration 26Q: 3 clusters Score -1.216142e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -12161444.000000 Penalty: 3724.187988
	Iteration 27Q: 3 clusters Score -1.216144e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 92993 members 
Entering Unmasked Estep 
Score: -12161473.000000 Penalty: 3724.187988
	Iteration 28Q: 3 clusters Score -1.216147e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -12161496.000000 Penalty: 3724.187988
	Iteration 29Q: 3 clusters Score -1.21615e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -12161504.000000 Penalty: 3724.187988
	Iteration 30Q: 3 clusters Score -1.21615e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -12161491.000000 Penalty: 3724.187988
	Iteration 31Q: 3 clusters Score -1.216149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -12161494.000000 Penalty: 3724.187988
	Iteration 32Q: 3 clusters Score -1.216149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -12161511.000000 Penalty: 3724.187988
	Iteration 33Q: 3 clusters Score -1.216151e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -12161535.000000 Penalty: 3724.187988
	Iteration 34Q: 3 clusters Score -1.216154e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -12161535.000000 Penalty: 3724.187988
	Iteration 35Q: 3 clusters Score -1.216154e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -12161546.000000 Penalty: 3724.187988
	Iteration 36Q: 3 clusters Score -1.216155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -12161557.000000 Penalty: 3724.187988
	Iteration 37Q: 3 clusters Score -1.216156e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -12161560.000000 Penalty: 3724.187988
	Iteration 38Q: 3 clusters Score -1.216156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 93422 members 
Entering Unmasked Estep 
Score: -12161595.000000 Penalty: 3724.187988
	Iteration 39Q: 3 clusters Score -1.21616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -12161609.000000 Penalty: 3724.187988
	Iteration 40F: 3 clusters Score -1.216161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -12161608.000000 Penalty: 3724.187988
	Iteration 41Q: 3 clusters Score -1.216161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -12161585.000000 Penalty: 3724.187988
	Iteration 42Q: 3 clusters Score -1.216158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -12161608.000000 Penalty: 3724.187988
	Iteration 43Q: 3 clusters Score -1.216161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -12161635.000000 Penalty: 3724.187988
	Iteration 44Q: 3 clusters Score -1.216164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -12161641.000000 Penalty: 3724.187988
	Iteration 45Q: 3 clusters Score -1.216164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 93557 members 
Entering Unmasked Estep 
Score: -12161657.000000 Penalty: 3724.187988
	Iteration 46Q: 3 clusters Score -1.216166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -12161664.000000 Penalty: 3724.187988
	Iteration 47Q: 3 clusters Score -1.216166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -12161661.000000 Penalty: 3724.187988
	Iteration 48Q: 3 clusters Score -1.216166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 93594 members 
Entering Unmasked Estep 
Score: -12161668.000000 Penalty: 3724.187988
	Iteration 49Q: 3 clusters Score -1.216167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -12161669.000000 Penalty: 3724.187988
	Iteration 50Q: 3 clusters Score -1.216167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -12161661.000000 Penalty: 3724.187988
	Iteration 51Q: 3 clusters Score -1.216166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -12161650.000000 Penalty: 3724.187988
	Iteration 52Q: 3 clusters Score -1.216165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -12161656.000000 Penalty: 3724.187988
	Iteration 53Q: 3 clusters Score -1.216166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -12161663.000000 Penalty: 3724.187988
	Iteration 54Q: 3 clusters Score -1.216166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -12161663.000000 Penalty: 3724.187988
	Iteration 55F: 3 clusters Score -1.216166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -37535.371094 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -37535.37 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: -36650.214844 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -36650.21 nChanged 103
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: -36887.425781 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -36887.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37009.136719 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -37009.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37120.785156 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -37120.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37198.765625 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -37198.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37279.921875 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -37279.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37329.730469 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -37329.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37339.214844 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -37339.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37360.488281 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -37360.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37360.488281 Penalty: 1924.512939
	Iteration 9F: 3 clusters Score -37360.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -92452.781250 Penalty: 1091.643311
	Iteration 0F: 2 clusters Score -92452.78 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 433 members 
Entering Unmasked Estep 
Score: -91194.046875 Penalty: 2183.286621
	Iteration 0F: 3 clusters Score -91194.05 nChanged 268
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: -91693.359375 Penalty: 2183.286621
	Iteration 1F: 3 clusters Score -91693.36 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92019.109375 Penalty: 2183.286621
	Iteration 2F: 3 clusters Score -92019.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -92218.140625 Penalty: 2183.286621
	Iteration 3F: 3 clusters Score -92218.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92316.062500 Penalty: 2183.286621
	Iteration 4Q: 3 clusters Score -92316.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92363.984375 Penalty: 2183.286621
	Iteration 5Q: 3 clusters Score -92363.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92373.093750 Penalty: 2183.286621
	Iteration 6Q: 3 clusters Score -92373.09 nChanged 1
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: -92374.164062 Penalty: 2183.286621
	Iteration 7Q: 3 clusters Score -92374.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -92375.000000 Penalty: 2183.286621
	Iteration 8Q: 3 clusters Score -92375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92377.664062 Penalty: 2183.286621
	Iteration 9Q: 3 clusters Score -92377.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92380.531250 Penalty: 2183.286621
	Iteration 10Q: 3 clusters Score -92380.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -92381.085938 Penalty: 2183.286621
	Iteration 11Q: 3 clusters Score -92381.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -92381.085938 Penalty: 2183.286621
	Iteration 12F: 3 clusters Score -92381.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -37685.250000 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -37685.25 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 200 members 
Entering Unmasked Estep 
Score: -36790.878906 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -36790.88 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37004.113281 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -37004.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37074.699219 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -37074.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37129.878906 Penalty: 1930.555664
	Iteration 3F: 3 clusters Score -37129.88 nChanged 21
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: -37282.234375 Penalty: 1930.555664
	Iteration 4F: 3 clusters Score -37282.23 nChanged 20
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: -37380.253906 Penalty: 1930.555664
	Iteration 5F: 3 clusters Score -37380.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37422.253906 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -37422.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37460.234375 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -37460.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37468.406250 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -37468.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37479.406250 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -37479.41 nChanged 3
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: -37486.390625 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -37486.39 nChanged 2
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: -37488.753906 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -37488.75 nChanged 3
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: -37491.523438 Penalty: 1930.555664
	Iteration 12Q: 3 clusters Score -37491.52 nChanged 1
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: -37493.324219 Penalty: 1930.555664
	Iteration 13Q: 3 clusters Score -37493.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37494.347656 Penalty: 1930.555664
	Iteration 14Q: 3 clusters Score -37494.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37494.347656 Penalty: 1930.555664
	Iteration 15F: 3 clusters Score -37494.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Entering Unmasked Estep 
Score: -1998064.500000 Penalty: 1566.813232
	Iteration 0F: 2 clusters Score -1998064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1987363.375000 Penalty: 3133.626465
	Iteration 0F: 3 clusters Score -1987363 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1991026.125000 Penalty: 3133.626465
	Iteration 1F: 3 clusters Score -1991026 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1991318.750000 Penalty: 3133.626465
	Iteration 2F: 3 clusters Score -1991319 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1991587.750000 Penalty: 3133.626465
	Iteration 3Q: 3 clusters Score -1991588 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1991857.125000 Penalty: 3133.626465
	Iteration 4Q: 3 clusters Score -1991857 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1992133.250000 Penalty: 3133.626465
	Iteration 5Q: 3 clusters Score -1992133 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1992391.000000 Penalty: 3133.626465
	Iteration 6Q: 3 clusters Score -1992391 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1992685.750000 Penalty: 3133.626465
	Iteration 7Q: 3 clusters Score -1992686 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1993107.250000 Penalty: 3133.626465
	Iteration 8Q: 3 clusters Score -1993107 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1993647.875000 Penalty: 3133.626465
	Iteration 9F: 3 clusters Score -1993648 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1994271.125000 Penalty: 3133.626465
	Iteration 10F: 3 clusters Score -1994271 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1994911.125000 Penalty: 3133.626465
	Iteration 11Q: 3 clusters Score -1994911 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1995349.250000 Penalty: 3133.626465
	Iteration 12Q: 3 clusters Score -1995349 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1995553.875000 Penalty: 3133.626465
	Iteration 13Q: 3 clusters Score -1995554 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1995697.750000 Penalty: 3133.626465
	Iteration 14Q: 3 clusters Score -1995698 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1995813.500000 Penalty: 3133.626465
	Iteration 15Q: 3 clusters Score -1995814 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1995934.500000 Penalty: 3133.626465
	Iteration 16Q: 3 clusters Score -1995934 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1996035.500000 Penalty: 3133.626465
	Iteration 17Q: 3 clusters Score -1996036 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1996115.250000 Penalty: 3133.626465
	Iteration 18Q: 3 clusters Score -1996115 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1996168.500000 Penalty: 3133.626465
	Iteration 19Q: 3 clusters Score -1996168 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1996219.875000 Penalty: 3133.626465
	Iteration 20F: 3 clusters Score -1996220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1996262.625000 Penalty: 3133.626465
	Iteration 21Q: 3 clusters Score -1996263 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1996314.625000 Penalty: 3133.626465
	Iteration 22Q: 3 clusters Score -1996315 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1996351.250000 Penalty: 3133.626465
	Iteration 23Q: 3 clusters Score -1996351 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1996393.500000 Penalty: 3133.626465
	Iteration 24Q: 3 clusters Score -1996394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1996422.625000 Penalty: 3133.626465
	Iteration 25Q: 3 clusters Score -1996423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1996446.000000 Penalty: 3133.626465
	Iteration 26Q: 3 clusters Score -1996446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1996485.125000 Penalty: 3133.626465
	Iteration 27Q: 3 clusters Score -1996485 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1996511.125000 Penalty: 3133.626465
	Iteration 28Q: 3 clusters Score -1996511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1996541.750000 Penalty: 3133.626465
	Iteration 29Q: 3 clusters Score -1996542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1996564.250000 Penalty: 3133.626465
	Iteration 30Q: 3 clusters Score -1996564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1996592.125000 Penalty: 3133.626465
	Iteration 31Q: 3 clusters Score -1996592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1996617.125000 Penalty: 3133.626465
	Iteration 32Q: 3 clusters Score -1996617 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1996637.625000 Penalty: 3133.626465
	Iteration 33Q: 3 clusters Score -1996638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1996659.125000 Penalty: 3133.626465
	Iteration 34Q: 3 clusters Score -1996659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1996678.250000 Penalty: 3133.626465
	Iteration 35Q: 3 clusters Score -1996678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1996689.000000 Penalty: 3133.626465
	Iteration 36Q: 3 clusters Score -1996689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1996694.250000 Penalty: 3133.626465
	Iteration 37Q: 3 clusters Score -1996694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1996699.250000 Penalty: 3133.626465
	Iteration 38Q: 3 clusters Score -1996699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1996709.875000 Penalty: 3133.626465
	Iteration 39Q: 3 clusters Score -1996710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1996722.125000 Penalty: 3133.626465
	Iteration 40F: 3 clusters Score -1996722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1996733.000000 Penalty: 3133.626465
	Iteration 41Q: 3 clusters Score -1996733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1996737.625000 Penalty: 3133.626465
	Iteration 42Q: 3 clusters Score -1996738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1996741.875000 Penalty: 3133.626465
	Iteration 43Q: 3 clusters Score -1996742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1996746.875000 Penalty: 3133.626465
	Iteration 44Q: 3 clusters Score -1996747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1996757.000000 Penalty: 3133.626465
	Iteration 45Q: 3 clusters Score -1996757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1996762.000000 Penalty: 3133.626465
	Iteration 46Q: 3 clusters Score -1996762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1996771.375000 Penalty: 3133.626465
	Iteration 47Q: 3 clusters Score -1996771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1996778.000000 Penalty: 3133.626465
	Iteration 48Q: 3 clusters Score -1996778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1996782.500000 Penalty: 3133.626465
	Iteration 49Q: 3 clusters Score -1996782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1996786.000000 Penalty: 3133.626465
	Iteration 50Q: 3 clusters Score -1996786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1996792.875000 Penalty: 3133.626465
	Iteration 51Q: 3 clusters Score -1996793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1996799.875000 Penalty: 3133.626465
	Iteration 52Q: 3 clusters Score -1996800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1996805.250000 Penalty: 3133.626465
	Iteration 53Q: 3 clusters Score -1996805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1996809.125000 Penalty: 3133.626465
	Iteration 54Q: 3 clusters Score -1996809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1996809.625000 Penalty: 3133.626465
	Iteration 55Q: 3 clusters Score -1996810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1996809.875000 Penalty: 3133.626465
	Iteration 56Q: 3 clusters Score -1996810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1996811.750000 Penalty: 3133.626465
	Iteration 57Q: 3 clusters Score -1996812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1996811.625000 Penalty: 3133.626465
	Iteration 58Q: 3 clusters Score -1996812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1996812.625000 Penalty: 3133.626465
	Iteration 59Q: 3 clusters Score -1996813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1996814.250000 Penalty: 3133.626465
	Iteration 60F: 3 clusters Score -1996814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1996820.000000 Penalty: 3133.626465
	Iteration 61Q: 3 clusters Score -1996820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1996820.875000 Penalty: 3133.626465
	Iteration 62Q: 3 clusters Score -1996821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1996825.500000 Penalty: 3133.626465
	Iteration 63Q: 3 clusters Score -1996826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1996831.250000 Penalty: 3133.626465
	Iteration 64Q: 3 clusters Score -1996831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1996833.375000 Penalty: 3133.626465
	Iteration 65Q: 3 clusters Score -1996833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1996832.500000 Penalty: 3133.626465
	Iteration 66Q: 3 clusters Score -1996832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1996832.875000 Penalty: 3133.626465
	Iteration 67Q: 3 clusters Score -1996833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1996832.875000 Penalty: 3133.626465
	Iteration 68F: 3 clusters Score -1996833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Entering Unmasked Estep 
Score: -2429968.000000 Penalty: 1603.122559
	Iteration 0F: 2 clusters Score -2429968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2416859.500000 Penalty: 3206.245117
	Iteration 0F: 3 clusters Score -2416860 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2421591.000000 Penalty: 3206.245117
	Iteration 1F: 3 clusters Score -2421591 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2421865.500000 Penalty: 3206.245117
	Iteration 2Q: 3 clusters Score -2421866 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2422105.500000 Penalty: 3206.245117
	Iteration 3Q: 3 clusters Score -2422106 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2422373.500000 Penalty: 3206.245117
	Iteration 4Q: 3 clusters Score -2422374 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2422659.000000 Penalty: 3206.245117
	Iteration 5Q: 3 clusters Score -2422659 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2422973.000000 Penalty: 3206.245117
	Iteration 6Q: 3 clusters Score -2422973 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2423429.250000 Penalty: 3206.245117
	Iteration 7Q: 3 clusters Score -2423429 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2424046.500000 Penalty: 3206.245117
	Iteration 8F: 3 clusters Score -2424046 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2424880.000000 Penalty: 3206.245117
	Iteration 9F: 3 clusters Score -2424880 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2425870.000000 Penalty: 3206.245117
	Iteration 10F: 3 clusters Score -2425870 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2426867.750000 Penalty: 3206.245117
	Iteration 11F: 3 clusters Score -2426868 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2427621.750000 Penalty: 3206.245117
	Iteration 12Q: 3 clusters Score -2427622 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2428052.250000 Penalty: 3206.245117
	Iteration 13Q: 3 clusters Score -2428052 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2428268.000000 Penalty: 3206.245117
	Iteration 14Q: 3 clusters Score -2428268 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2428393.750000 Penalty: 3206.245117
	Iteration 15Q: 3 clusters Score -2428394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2428500.000000 Penalty: 3206.245117
	Iteration 16Q: 3 clusters Score -2428500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2428577.250000 Penalty: 3206.245117
	Iteration 17Q: 3 clusters Score -2428577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2428618.500000 Penalty: 3206.245117
	Iteration 18Q: 3 clusters Score -2428618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2428656.500000 Penalty: 3206.245117
	Iteration 19Q: 3 clusters Score -2428656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2428689.250000 Penalty: 3206.245117
	Iteration 20F: 3 clusters Score -2428689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2428713.500000 Penalty: 3206.245117
	Iteration 21Q: 3 clusters Score -2428714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2428730.250000 Penalty: 3206.245117
	Iteration 22Q: 3 clusters Score -2428730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2428730.750000 Penalty: 3206.245117
	Iteration 23Q: 3 clusters Score -2428731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2428733.500000 Penalty: 3206.245117
	Iteration 24Q: 3 clusters Score -2428734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2428733.250000 Penalty: 3206.245117
	Iteration 25Q: 3 clusters Score -2428733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2428734.500000 Penalty: 3206.245117
	Iteration 26Q: 3 clusters Score -2428734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2428734.000000 Penalty: 3206.245117
	Iteration 27Q: 3 clusters Score -2428734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2428733.500000 Penalty: 3206.245117
	Iteration 28Q: 3 clusters Score -2428734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2428734.250000 Penalty: 3206.245117
	Iteration 29Q: 3 clusters Score -2428734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2428738.500000 Penalty: 3206.245117
	Iteration 30Q: 3 clusters Score -2428738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2428739.250000 Penalty: 3206.245117
	Iteration 31Q: 3 clusters Score -2428739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2428744.750000 Penalty: 3206.245117
	Iteration 32Q: 3 clusters Score -2428745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2428746.000000 Penalty: 3206.245117
	Iteration 33Q: 3 clusters Score -2428746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2428746.500000 Penalty: 3206.245117
	Iteration 34Q: 3 clusters Score -2428746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2428747.750000 Penalty: 3206.245117
	Iteration 35Q: 3 clusters Score -2428748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2428746.750000 Penalty: 3206.245117
	Iteration 36Q: 3 clusters Score -2428747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2428746.750000 Penalty: 3206.245117
	Iteration 37F: 3 clusters Score -2428747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -346981.593750 Penalty: 1290.171265
	Iteration 0F: 2 clusters Score -346981.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -344367.562500 Penalty: 2580.342529
	Iteration 0F: 3 clusters Score -344367.6 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -345000.968750 Penalty: 2580.342529
	Iteration 1F: 3 clusters Score -345001 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -345232.031250 Penalty: 2580.342529
	Iteration 2F: 3 clusters Score -345232 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -345466.062500 Penalty: 2580.342529
	Iteration 3F: 3 clusters Score -345466.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -345703.968750 Penalty: 2580.342529
	Iteration 4F: 3 clusters Score -345704 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -345898.218750 Penalty: 2580.342529
	Iteration 5F: 3 clusters Score -345898.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -346073.062500 Penalty: 2580.342529
	Iteration 6F: 3 clusters Score -346073.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -346214.343750 Penalty: 2580.342529
	Iteration 7Q: 3 clusters Score -346214.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -346293.062500 Penalty: 2580.342529
	Iteration 8Q: 3 clusters Score -346293.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -346330.312500 Penalty: 2580.342529
	Iteration 9Q: 3 clusters Score -346330.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -346354.031250 Penalty: 2580.342529
	Iteration 10Q: 3 clusters Score -346354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -346371.375000 Penalty: 2580.342529
	Iteration 11Q: 3 clusters Score -346371.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -346380.937500 Penalty: 2580.342529
	Iteration 12Q: 3 clusters Score -346380.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -346386.750000 Penalty: 2580.342529
	Iteration 13Q: 3 clusters Score -346386.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -346392.906250 Penalty: 2580.342529
	Iteration 14Q: 3 clusters Score -346392.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -346397.718750 Penalty: 2580.342529
	Iteration 15Q: 3 clusters Score -346397.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -346400.093750 Penalty: 2580.342529
	Iteration 16Q: 3 clusters Score -346400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -346403.125000 Penalty: 2580.342529
	Iteration 17Q: 3 clusters Score -346403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -346405.468750 Penalty: 2580.342529
	Iteration 18Q: 3 clusters Score -346405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -346406.687500 Penalty: 2580.342529
	Iteration 19Q: 3 clusters Score -346406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -346406.875000 Penalty: 2580.342529
	Iteration 20F: 3 clusters Score -346406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Entering Unmasked Estep 
Score: -5969594.500000 Penalty: 1745.945312
	Iteration 0F: 2 clusters Score -5969594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5938576.500000 Penalty: 3491.890625
	Iteration 0F: 3 clusters Score -5938576 nChanged 21744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -5950755.000000 Penalty: 3491.890625
	Iteration 1F: 3 clusters Score -5950755 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5951197.000000 Penalty: 3491.890625
	Iteration 2Q: 3 clusters Score -5951197 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5951635.000000 Penalty: 3491.890625
	Iteration 3Q: 3 clusters Score -5951635 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5952107.000000 Penalty: 3491.890625
	Iteration 4Q: 3 clusters Score -5952107 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -5952873.500000 Penalty: 3491.890625
	Iteration 5Q: 3 clusters Score -5952874 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -5954096.500000 Penalty: 3491.890625
	Iteration 6F: 3 clusters Score -5954096 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -5955985.500000 Penalty: 3491.890625
	Iteration 7F: 3 clusters Score -5955986 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -5958715.000000 Penalty: 3491.890625
	Iteration 8F: 3 clusters Score -5958715 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -5961790.500000 Penalty: 3491.890625
	Iteration 9F: 3 clusters Score -5961790 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5964536.500000 Penalty: 3491.890625
	Iteration 10F: 3 clusters Score -5964536 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5966383.000000 Penalty: 3491.890625
	Iteration 11Q: 3 clusters Score -5966383 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5967255.000000 Penalty: 3491.890625
	Iteration 12Q: 3 clusters Score -5967255 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5967683.500000 Penalty: 3491.890625
	Iteration 13Q: 3 clusters Score -5967684 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5967859.000000 Penalty: 3491.890625
	Iteration 14Q: 3 clusters Score -5967859 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5967934.500000 Penalty: 3491.890625
	Iteration 15Q: 3 clusters Score -5967934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5967979.000000 Penalty: 3491.890625
	Iteration 16Q: 3 clusters Score -5967979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5967997.500000 Penalty: 3491.890625
	Iteration 17Q: 3 clusters Score -5967998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5968015.500000 Penalty: 3491.890625
	Iteration 18Q: 3 clusters Score -5968016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5968030.500000 Penalty: 3491.890625
	Iteration 19Q: 3 clusters Score -5968030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5968042.000000 Penalty: 3491.890625
	Iteration 20F: 3 clusters Score -5968042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5968045.500000 Penalty: 3491.890625
	Iteration 21Q: 3 clusters Score -5968046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5968062.000000 Penalty: 3491.890625
	Iteration 22Q: 3 clusters Score -5968062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5968069.500000 Penalty: 3491.890625
	Iteration 23Q: 3 clusters Score -5968070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5968071.500000 Penalty: 3491.890625
	Iteration 24Q: 3 clusters Score -5968072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5968078.500000 Penalty: 3491.890625
	Iteration 25Q: 3 clusters Score -5968078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5968095.000000 Penalty: 3491.890625
	Iteration 26Q: 3 clusters Score -5968095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5968099.500000 Penalty: 3491.890625
	Iteration 27Q: 3 clusters Score -5968100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5968103.500000 Penalty: 3491.890625
	Iteration 28Q: 3 clusters Score -5968104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5968101.500000 Penalty: 3491.890625
	Iteration 29Q: 3 clusters Score -5968102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5968107.500000 Penalty: 3491.890625
	Iteration 30Q: 3 clusters Score -5968108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5968107.500000 Penalty: 3491.890625
	Iteration 31F: 3 clusters Score -5968108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -10367.558594 Penalty: 897.237427
	Iteration 0F: 2 clusters Score -10367.56 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 132 members 
Entering Unmasked Estep 
Score: -9679.302734 Penalty: 1794.474854
	Iteration 0F: 3 clusters Score -9679.303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9868.042969 Penalty: 1794.474854
	Iteration 1F: 3 clusters Score -9868.043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9998.870117 Penalty: 1794.474854
	Iteration 2F: 3 clusters Score -9998.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10049.478516 Penalty: 1794.474854
	Iteration 3Q: 3 clusters Score -10049.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10108.576172 Penalty: 1794.474854
	Iteration 4Q: 3 clusters Score -10108.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10131.578125 Penalty: 1794.474854
	Iteration 5Q: 3 clusters Score -10131.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10145.687500 Penalty: 1794.474854
	Iteration 6Q: 3 clusters Score -10145.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10151.173828 Penalty: 1794.474854
	Iteration 7Q: 3 clusters Score -10151.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10151.173828 Penalty: 1794.474854
	Iteration 8F: 3 clusters Score -10151.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Entering Unmasked Estep 
Score: -4999425.500000 Penalty: 1716.125854
	Iteration 0F: 2 clusters Score -4999426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4973656.500000 Penalty: 3432.251709
	Iteration 0F: 3 clusters Score -4973656 nChanged 18004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -4983561.000000 Penalty: 3432.251709
	Iteration 1F: 3 clusters Score -4983561 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -4984161.000000 Penalty: 3432.251709
	Iteration 2Q: 3 clusters Score -4984161 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4984933.000000 Penalty: 3432.251709
	Iteration 3Q: 3 clusters Score -4984933 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4986146.500000 Penalty: 3432.251709
	Iteration 4F: 3 clusters Score -4986146 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4987982.000000 Penalty: 3432.251709
	Iteration 5F: 3 clusters Score -4987982 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4990585.000000 Penalty: 3432.251709
	Iteration 6F: 3 clusters Score -4990585 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4993265.000000 Penalty: 3432.251709
	Iteration 7F: 3 clusters Score -4993265 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -4995347.000000 Penalty: 3432.251709
	Iteration 8F: 3 clusters Score -4995347 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4996516.500000 Penalty: 3432.251709
	Iteration 9Q: 3 clusters Score -4996516 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4997123.500000 Penalty: 3432.251709
	Iteration 10Q: 3 clusters Score -4997124 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -4997431.000000 Penalty: 3432.251709
	Iteration 11Q: 3 clusters Score -4997431 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -4997595.000000 Penalty: 3432.251709
	Iteration 12Q: 3 clusters Score -4997595 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -4997700.500000 Penalty: 3432.251709
	Iteration 13Q: 3 clusters Score -4997700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -4997745.000000 Penalty: 3432.251709
	Iteration 14Q: 3 clusters Score -4997745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -4997767.500000 Penalty: 3432.251709
	Iteration 15Q: 3 clusters Score -4997768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4997793.500000 Penalty: 3432.251709
	Iteration 16Q: 3 clusters Score -4997794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -4997813.000000 Penalty: 3432.251709
	Iteration 17Q: 3 clusters Score -4997813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -4997832.500000 Penalty: 3432.251709
	Iteration 18Q: 3 clusters Score -4997832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4997840.500000 Penalty: 3432.251709
	Iteration 19Q: 3 clusters Score -4997840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4997850.000000 Penalty: 3432.251709
	Iteration 20F: 3 clusters Score -4997850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -4997859.000000 Penalty: 3432.251709
	Iteration 21Q: 3 clusters Score -4997859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4997864.500000 Penalty: 3432.251709
	Iteration 22Q: 3 clusters Score -4997864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -4997877.500000 Penalty: 3432.251709
	Iteration 23Q: 3 clusters Score -4997878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4997881.000000 Penalty: 3432.251709
	Iteration 24Q: 3 clusters Score -4997881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -4997887.000000 Penalty: 3432.251709
	Iteration 25Q: 3 clusters Score -4997887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -4997896.000000 Penalty: 3432.251709
	Iteration 26Q: 3 clusters Score -4997896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -4997897.000000 Penalty: 3432.251709
	Iteration 27Q: 3 clusters Score -4997897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -4997896.500000 Penalty: 3432.251709
	Iteration 28Q: 3 clusters Score -4997896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -4997899.000000 Penalty: 3432.251709
	Iteration 29Q: 3 clusters Score -4997899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4997903.500000 Penalty: 3432.251709
	Iteration 30Q: 3 clusters Score -4997904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -4997911.500000 Penalty: 3432.251709
	Iteration 31Q: 3 clusters Score -4997912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -4997913.000000 Penalty: 3432.251709
	Iteration 32Q: 3 clusters Score -4997913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -4997925.500000 Penalty: 3432.251709
	Iteration 33Q: 3 clusters Score -4997926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -4997923.000000 Penalty: 3432.251709
	Iteration 34Q: 3 clusters Score -4997923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -4997930.000000 Penalty: 3432.251709
	Iteration 35Q: 3 clusters Score -4997930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4997929.500000 Penalty: 3432.251709
	Iteration 36Q: 3 clusters Score -4997930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4997930.500000 Penalty: 3432.251709
	Iteration 37Q: 3 clusters Score -4997930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4997930.500000 Penalty: 3432.251709
	Iteration 38F: 3 clusters Score -4997930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Entering Unmasked Estep 
Score: -9191916.000000 Penalty: 1815.675659
	Iteration 0F: 2 clusters Score -9191916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -9144884.000000 Penalty: 3631.351318
	Iteration 0F: 3 clusters Score -9144884 nChanged 33791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -9164185.000000 Penalty: 3631.351318
	Iteration 1F: 3 clusters Score -9164185 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -9164675.000000 Penalty: 3631.351318
	Iteration 2Q: 3 clusters Score -9164675 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -9165196.000000 Penalty: 3631.351318
	Iteration 3Q: 3 clusters Score -9165196 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -9165918.000000 Penalty: 3631.351318
	Iteration 4Q: 3 clusters Score -9165918 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -9166824.000000 Penalty: 3631.351318
	Iteration 5Q: 3 clusters Score -9166824 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -9167845.000000 Penalty: 3631.351318
	Iteration 6Q: 3 clusters Score -9167845 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -9169106.000000 Penalty: 3631.351318
	Iteration 7Q: 3 clusters Score -9169106 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -9170808.000000 Penalty: 3631.351318
	Iteration 8Q: 3 clusters Score -9170808 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -9173108.000000 Penalty: 3631.351318
	Iteration 9F: 3 clusters Score -9173108 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -9175826.000000 Penalty: 3631.351318
	Iteration 10F: 3 clusters Score -9175826 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -9177986.000000 Penalty: 3631.351318
	Iteration 11F: 3 clusters Score -9177986 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -9179281.000000 Penalty: 3631.351318
	Iteration 12Q: 3 clusters Score -9179281 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -9179908.000000 Penalty: 3631.351318
	Iteration 13Q: 3 clusters Score -9179908 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -9180266.000000 Penalty: 3631.351318
	Iteration 14Q: 3 clusters Score -9180266 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -9180703.000000 Penalty: 3631.351318
	Iteration 15Q: 3 clusters Score -9180703 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -9181062.000000 Penalty: 3631.351318
	Iteration 16Q: 3 clusters Score -9181062 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -9181514.000000 Penalty: 3631.351318
	Iteration 17Q: 3 clusters Score -9181514 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -9182003.000000 Penalty: 3631.351318
	Iteration 18Q: 3 clusters Score -9182003 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -9182473.000000 Penalty: 3631.351318
	Iteration 19Q: 3 clusters Score -9182473 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -9182951.000000 Penalty: 3631.351318
	Iteration 20F: 3 clusters Score -9182951 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -9183530.000000 Penalty: 3631.351318
	Iteration 21Q: 3 clusters Score -9183530 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -9184178.000000 Penalty: 3631.351318
	Iteration 22Q: 3 clusters Score -9184178 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -9184838.000000 Penalty: 3631.351318
	Iteration 23Q: 3 clusters Score -9184838 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -9185552.000000 Penalty: 3631.351318
	Iteration 24Q: 3 clusters Score -9185552 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -9186355.000000 Penalty: 3631.351318
	Iteration 25Q: 3 clusters Score -9186355 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -9187087.000000 Penalty: 3631.351318
	Iteration 26Q: 3 clusters Score -9187087 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -9187741.000000 Penalty: 3631.351318
	Iteration 27Q: 3 clusters Score -9187741 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -9188309.000000 Penalty: 3631.351318
	Iteration 28Q: 3 clusters Score -9188309 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -9188780.000000 Penalty: 3631.351318
	Iteration 29Q: 3 clusters Score -9188780 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -9189188.000000 Penalty: 3631.351318
	Iteration 30Q: 3 clusters Score -9189188 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -9189499.000000 Penalty: 3631.351318
	Iteration 31Q: 3 clusters Score -9189499 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -9189769.000000 Penalty: 3631.351318
	Iteration 32Q: 3 clusters Score -9189769 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -9189960.000000 Penalty: 3631.351318
	Iteration 33Q: 3 clusters Score -9189960 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -9190106.000000 Penalty: 3631.351318
	Iteration 34Q: 3 clusters Score -9190106 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 70454 members 
Entering Unmasked Estep 
Score: -9190179.000000 Penalty: 3631.351318
	Iteration 35Q: 3 clusters Score -9190179 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -9190226.000000 Penalty: 3631.351318
	Iteration 36Q: 3 clusters Score -9190226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -9190254.000000 Penalty: 3631.351318
	Iteration 37Q: 3 clusters Score -9190254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -9190283.000000 Penalty: 3631.351318
	Iteration 38Q: 3 clusters Score -9190283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -9190300.000000 Penalty: 3631.351318
	Iteration 39Q: 3 clusters Score -9190300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -9190327.000000 Penalty: 3631.351318
	Iteration 40F: 3 clusters Score -9190327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -9190335.000000 Penalty: 3631.351318
	Iteration 41Q: 3 clusters Score -9190335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -9190346.000000 Penalty: 3631.351318
	Iteration 42Q: 3 clusters Score -9190346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -9190362.000000 Penalty: 3631.351318
	Iteration 43Q: 3 clusters Score -9190362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -9190383.000000 Penalty: 3631.351318
	Iteration 44Q: 3 clusters Score -9190383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -9190388.000000 Penalty: 3631.351318
	Iteration 45Q: 3 clusters Score -9190388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -9190392.000000 Penalty: 3631.351318
	Iteration 46Q: 3 clusters Score -9190392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -9190394.000000 Penalty: 3631.351318
	Iteration 47Q: 3 clusters Score -9190394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -9190405.000000 Penalty: 3631.351318
	Iteration 48Q: 3 clusters Score -9190405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -9190406.000000 Penalty: 3631.351318
	Iteration 49Q: 3 clusters Score -9190406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -9190408.000000 Penalty: 3631.351318
	Iteration 50Q: 3 clusters Score -9190408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -9190424.000000 Penalty: 3631.351318
	Iteration 51Q: 3 clusters Score -9190424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -9190422.000000 Penalty: 3631.351318
	Iteration 52Q: 3 clusters Score -9190422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -9190425.000000 Penalty: 3631.351318
	Iteration 53Q: 3 clusters Score -9190425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -9190427.000000 Penalty: 3631.351318
	Iteration 54Q: 3 clusters Score -9190427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -9190424.000000 Penalty: 3631.351318
	Iteration 55Q: 3 clusters Score -9190424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -9190430.000000 Penalty: 3631.351318
	Iteration 56Q: 3 clusters Score -9190430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -9190438.000000 Penalty: 3631.351318
	Iteration 57Q: 3 clusters Score -9190438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -9190443.000000 Penalty: 3631.351318
	Iteration 58Q: 3 clusters Score -9190443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -9190443.000000 Penalty: 3631.351318
	Iteration 59Q: 3 clusters Score -9190443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -9190443.000000 Penalty: 3631.351318
	Iteration 60F: 3 clusters Score -9190443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -9190448.000000 Penalty: 3631.351318
	Iteration 61Q: 3 clusters Score -9190448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -9190446.000000 Penalty: 3631.351318
	Iteration 62Q: 3 clusters Score -9190446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -9190446.000000 Penalty: 3631.351318
	Iteration 63Q: 3 clusters Score -9190446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -9190437.000000 Penalty: 3631.351318
	Iteration 64Q: 3 clusters Score -9190437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -9190437.000000 Penalty: 3631.351318
	Iteration 65F: 3 clusters Score -9190437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Entering Unmasked Estep 
Score: -2785687.250000 Penalty: 1621.385864
	Iteration 0F: 2 clusters Score -2785687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2771108.000000 Penalty: 3242.771729
	Iteration 0F: 3 clusters Score -2771108 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2776381.000000 Penalty: 3242.771729
	Iteration 1F: 3 clusters Score -2776381 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2776746.250000 Penalty: 3242.771729
	Iteration 2Q: 3 clusters Score -2776746 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2777188.250000 Penalty: 3242.771729
	Iteration 3Q: 3 clusters Score -2777188 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2777696.750000 Penalty: 3242.771729
	Iteration 4Q: 3 clusters Score -2777697 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2778324.750000 Penalty: 3242.771729
	Iteration 5Q: 3 clusters Score -2778325 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2779072.000000 Penalty: 3242.771729
	Iteration 6F: 3 clusters Score -2779072 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2779977.000000 Penalty: 3242.771729
	Iteration 7F: 3 clusters Score -2779977 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2780932.500000 Penalty: 3242.771729
	Iteration 8F: 3 clusters Score -2780932 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2781900.000000 Penalty: 3242.771729
	Iteration 9F: 3 clusters Score -2781900 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2782640.250000 Penalty: 3242.771729
	Iteration 10Q: 3 clusters Score -2782640 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2783165.250000 Penalty: 3242.771729
	Iteration 11Q: 3 clusters Score -2783165 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2783537.500000 Penalty: 3242.771729
	Iteration 12Q: 3 clusters Score -2783538 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2783768.250000 Penalty: 3242.771729
	Iteration 13Q: 3 clusters Score -2783768 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2783937.750000 Penalty: 3242.771729
	Iteration 14Q: 3 clusters Score -2783938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2784044.500000 Penalty: 3242.771729
	Iteration 15Q: 3 clusters Score -2784044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2784110.500000 Penalty: 3242.771729
	Iteration 16Q: 3 clusters Score -2784110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2784147.750000 Penalty: 3242.771729
	Iteration 17Q: 3 clusters Score -2784148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2784188.500000 Penalty: 3242.771729
	Iteration 18Q: 3 clusters Score -2784188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2784212.250000 Penalty: 3242.771729
	Iteration 19Q: 3 clusters Score -2784212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2784233.000000 Penalty: 3242.771729
	Iteration 20F: 3 clusters Score -2784233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2784249.000000 Penalty: 3242.771729
	Iteration 21Q: 3 clusters Score -2784249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2784251.500000 Penalty: 3242.771729
	Iteration 22Q: 3 clusters Score -2784252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2784263.500000 Penalty: 3242.771729
	Iteration 23Q: 3 clusters Score -2784264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2784274.750000 Penalty: 3242.771729
	Iteration 24Q: 3 clusters Score -2784275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2784277.750000 Penalty: 3242.771729
	Iteration 25Q: 3 clusters Score -2784278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2784283.250000 Penalty: 3242.771729
	Iteration 26Q: 3 clusters Score -2784283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2784294.500000 Penalty: 3242.771729
	Iteration 27Q: 3 clusters Score -2784294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2784305.500000 Penalty: 3242.771729
	Iteration 28Q: 3 clusters Score -2784306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2784311.750000 Penalty: 3242.771729
	Iteration 29Q: 3 clusters Score -2784312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2784313.500000 Penalty: 3242.771729
	Iteration 30Q: 3 clusters Score -2784314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2784318.000000 Penalty: 3242.771729
	Iteration 31Q: 3 clusters Score -2784318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2784319.000000 Penalty: 3242.771729
	Iteration 32Q: 3 clusters Score -2784319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2784325.250000 Penalty: 3242.771729
	Iteration 33Q: 3 clusters Score -2784325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2784336.000000 Penalty: 3242.771729
	Iteration 34Q: 3 clusters Score -2784336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2784337.750000 Penalty: 3242.771729
	Iteration 35Q: 3 clusters Score -2784338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2784344.250000 Penalty: 3242.771729
	Iteration 36Q: 3 clusters Score -2784344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2784345.000000 Penalty: 3242.771729
	Iteration 37Q: 3 clusters Score -2784345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2784345.000000 Penalty: 3242.771729
	Iteration 38Q: 3 clusters Score -2784345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2784344.000000 Penalty: 3242.771729
	Iteration 39Q: 3 clusters Score -2784344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2784346.250000 Penalty: 3242.771729
	Iteration 40F: 3 clusters Score -2784346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2784346.500000 Penalty: 3242.771729
	Iteration 41Q: 3 clusters Score -2784346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2784347.000000 Penalty: 3242.771729
	Iteration 42Q: 3 clusters Score -2784347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2784347.000000 Penalty: 3242.771729
	Iteration 43F: 3 clusters Score -2784347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -26766.125000 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -26766.12 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 199 members 
Entering Unmasked Estep 
Score: -26018.976562 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -26018.98 nChanged 115
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: -26440.958984 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -26440.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26715.785156 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -26715.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26937.730469 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -26937.73 nChanged 10
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: -27027.341797 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -27027.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27218.087891 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -27218.09 nChanged 12
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: -27277.039062 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -27277.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27285.996094 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -27286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27297.820312 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -27297.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27310.574219 Penalty: 1924.512939
	Iteration 9F: 3 clusters Score -27310.57 nChanged 1
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: -27322.068359 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -27322.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27327.673828 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -27327.67 nChanged 1
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: -27335.048828 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -27335.05 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: -27351.824219 Penalty: 1924.512939
	Iteration 13Q: 3 clusters Score -27351.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27358.078125 Penalty: 1924.512939
	Iteration 14Q: 3 clusters Score -27358.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27360.677734 Penalty: 1924.512939
	Iteration 15Q: 3 clusters Score -27360.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27360.677734 Penalty: 1924.512939
	Iteration 16F: 3 clusters Score -27360.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 94754 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15397 members 
Mstep: Class 8 contains 19252 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 46364 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 38591 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 15 contains 71210 members 
Mstep: Class 16 contains 21542 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 107324 members 
Mstep: Class 19 contains 80935 members 
Mstep: Class 20 contains 34554 members 
Entering Unmasked Estep 
Score: -69533080.000000 Penalty: 40818.515625
Splitting cluster 17 changes total score from -69533792.000000 to -69533080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (107324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107324 members 
Entering Unmasked Estep 
Score: -13742753.000000 Penalty: 1882.336304
	Iteration 0F: 2 clusters Score -1.374275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -13673910.000000 Penalty: 3764.672607
	Iteration 0F: 3 clusters Score -1.367391e+07 nChanged 51337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -13703635.000000 Penalty: 3764.672607
	Iteration 1F: 3 clusters Score -1.370364e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -13704946.000000 Penalty: 3764.672607
	Iteration 2Q: 3 clusters Score -1.370495e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -13706518.000000 Penalty: 3764.672607
	Iteration 3Q: 3 clusters Score -1.370652e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -13708798.000000 Penalty: 3764.672607
	Iteration 4Q: 3 clusters Score -1.37088e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -13712329.000000 Penalty: 3764.672607
	Iteration 5F: 3 clusters Score -1.371233e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -13717349.000000 Penalty: 3764.672607
	Iteration 6F: 3 clusters Score -1.371735e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -13724016.000000 Penalty: 3764.672607
	Iteration 7F: 3 clusters Score -1.372402e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -13731013.000000 Penalty: 3764.672607
	Iteration 8F: 3 clusters Score -1.373101e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -13736122.000000 Penalty: 3764.672607
	Iteration 9F: 3 clusters Score -1.373612e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -13738939.000000 Penalty: 3764.672607
	Iteration 10Q: 3 clusters Score -1.373894e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -13740259.000000 Penalty: 3764.672607
	Iteration 11Q: 3 clusters Score -1.374026e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 105543 members 
Entering Unmasked Estep 
Score: -13740875.000000 Penalty: 3764.672607
	Iteration 12Q: 3 clusters Score -1.374088e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -13741199.000000 Penalty: 3764.672607
	Iteration 13Q: 3 clusters Score -1.37412e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -13741387.000000 Penalty: 3764.672607
	Iteration 14Q: 3 clusters Score -1.374139e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -13741505.000000 Penalty: 3764.672607
	Iteration 15Q: 3 clusters Score -1.37415e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 106326 members 
Entering Unmasked Estep 
Score: -13741569.000000 Penalty: 3764.672607
	Iteration 16Q: 3 clusters Score -1.374157e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 106337 members 
Entering Unmasked Estep 
Score: -13741607.000000 Penalty: 3764.672607
	Iteration 17Q: 3 clusters Score -1.374161e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 106331 members 
Entering Unmasked Estep 
Score: -13741623.000000 Penalty: 3764.672607
	Iteration 18Q: 3 clusters Score -1.374162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 106335 members 
Entering Unmasked Estep 
Score: -13741648.000000 Penalty: 3764.672607
	Iteration 19Q: 3 clusters Score -1.374165e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 106336 members 
Entering Unmasked Estep 
Score: -13741673.000000 Penalty: 3764.672607
	Iteration 20F: 3 clusters Score -1.374167e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -13741706.000000 Penalty: 3764.672607
	Iteration 21Q: 3 clusters Score -1.374171e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 106308 members 
Entering Unmasked Estep 
Score: -13741720.000000 Penalty: 3764.672607
	Iteration 22Q: 3 clusters Score -1.374172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 106299 members 
Entering Unmasked Estep 
Score: -13741740.000000 Penalty: 3764.672607
	Iteration 23Q: 3 clusters Score -1.374174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -13741765.000000 Penalty: 3764.672607
	Iteration 24Q: 3 clusters Score -1.374176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -13741762.000000 Penalty: 3764.672607
	Iteration 25Q: 3 clusters Score -1.374176e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 106295 members 
Entering Unmasked Estep 
Score: -13741755.000000 Penalty: 3764.672607
	Iteration 26Q: 3 clusters Score -1.374176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -13741765.000000 Penalty: 3764.672607
	Iteration 27Q: 3 clusters Score -1.374176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13741768.000000 Penalty: 3764.672607
	Iteration 28Q: 3 clusters Score -1.374177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -13741765.000000 Penalty: 3764.672607
	Iteration 29Q: 3 clusters Score -1.374176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -13741779.000000 Penalty: 3764.672607
	Iteration 30Q: 3 clusters Score -1.374178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -13741780.000000 Penalty: 3764.672607
	Iteration 31Q: 3 clusters Score -1.374178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -13741776.000000 Penalty: 3764.672607
	Iteration 32Q: 3 clusters Score -1.374178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -13741779.000000 Penalty: 3764.672607
	Iteration 33Q: 3 clusters Score -1.374178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 106284 members 
Entering Unmasked Estep 
Score: -13741782.000000 Penalty: 3764.672607
	Iteration 34Q: 3 clusters Score -1.374178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 106283 members 
Entering Unmasked Estep 
Score: -13741788.000000 Penalty: 3764.672607
	Iteration 35Q: 3 clusters Score -1.374179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -13741792.000000 Penalty: 3764.672607
	Iteration 36Q: 3 clusters Score -1.374179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 106282 members 
Entering Unmasked Estep 
Score: -13741788.000000 Penalty: 3764.672607
	Iteration 37Q: 3 clusters Score -1.374179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 106283 members 
Entering Unmasked Estep 
Score: -13741790.000000 Penalty: 3764.672607
	Iteration 38Q: 3 clusters Score -1.374179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -13741791.000000 Penalty: 3764.672607
	Iteration 39Q: 3 clusters Score -1.374179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -13741786.000000 Penalty: 3764.672607
	Iteration 40F: 3 clusters Score -1.374179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -13741792.000000 Penalty: 3764.672607
	Iteration 41Q: 3 clusters Score -1.374179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -13741783.000000 Penalty: 3764.672607
	Iteration 42Q: 3 clusters Score -1.374178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 106283 members 
Entering Unmasked Estep 
Score: -13741792.000000 Penalty: 3764.672607
	Iteration 43Q: 3 clusters Score -1.374179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -13741776.000000 Penalty: 3764.672607
	Iteration 44Q: 3 clusters Score -1.374178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -13741783.000000 Penalty: 3764.672607
	Iteration 45Q: 3 clusters Score -1.374178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13741781.000000 Penalty: 3764.672607
	Iteration 46Q: 3 clusters Score -1.374178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13741781.000000 Penalty: 3764.672607
	Iteration 47Q: 3 clusters Score -1.374178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13741780.000000 Penalty: 3764.672607
	Iteration 48Q: 3 clusters Score -1.374178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -13741785.000000 Penalty: 3764.672607
	Iteration 49Q: 3 clusters Score -1.374178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 106283 members 
Entering Unmasked Estep 
Score: -13741788.000000 Penalty: 3764.672607
	Iteration 50Q: 3 clusters Score -1.374179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -13741788.000000 Penalty: 3764.672607
	Iteration 51Q: 3 clusters Score -1.374179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13741786.000000 Penalty: 3764.672607
	Iteration 52Q: 3 clusters Score -1.374179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -13741796.000000 Penalty: 3764.672607
	Iteration 53Q: 3 clusters Score -1.37418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -13741793.000000 Penalty: 3764.672607
	Iteration 54Q: 3 clusters Score -1.374179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -13741801.000000 Penalty: 3764.672607
	Iteration 55Q: 3 clusters Score -1.37418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 106283 members 
Entering Unmasked Estep 
Score: -13741803.000000 Penalty: 3764.672607
	Iteration 56Q: 3 clusters Score -1.37418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -13741806.000000 Penalty: 3764.672607
	Iteration 57Q: 3 clusters Score -1.374181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 106270 members 
Entering Unmasked Estep 
Score: -13741807.000000 Penalty: 3764.672607
	Iteration 58Q: 3 clusters Score -1.374181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -13741815.000000 Penalty: 3764.672607
	Iteration 59Q: 3 clusters Score -1.374182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 106255 members 
Entering Unmasked Estep 
Score: -13741810.000000 Penalty: 3764.672607
	Iteration 60F: 3 clusters Score -1.374181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -13741818.000000 Penalty: 3764.672607
	Iteration 61Q: 3 clusters Score -1.374182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -13741807.000000 Penalty: 3764.672607
	Iteration 62Q: 3 clusters Score -1.374181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -13741817.000000 Penalty: 3764.672607
	Iteration 63Q: 3 clusters Score -1.374182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -13741818.000000 Penalty: 3764.672607
	Iteration 64Q: 3 clusters Score -1.374182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -13741816.000000 Penalty: 3764.672607
	Iteration 65Q: 3 clusters Score -1.374182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -13741810.000000 Penalty: 3764.672607
	Iteration 66Q: 3 clusters Score -1.374181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -13741815.000000 Penalty: 3764.672607
	Iteration 67Q: 3 clusters Score -1.374182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -13741819.000000 Penalty: 3764.672607
	Iteration 68Q: 3 clusters Score -1.374182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -13741819.000000 Penalty: 3764.672607
	Iteration 69Q: 3 clusters Score -1.374182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -13741819.000000 Penalty: 3764.672607
	Iteration 70F: 3 clusters Score -1.374182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Entering Unmasked Estep 
Score: -10427603.000000 Penalty: 1836.477783
	Iteration 0F: 2 clusters Score -1.04276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -10374832.000000 Penalty: 3672.955566
	Iteration 0F: 3 clusters Score -1.037483e+07 nChanged 38505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -10397038.000000 Penalty: 3672.955566
	Iteration 1F: 3 clusters Score -1.039704e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -10397800.000000 Penalty: 3672.955566
	Iteration 2Q: 3 clusters Score -1.03978e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -10399094.000000 Penalty: 3672.955566
	Iteration 3Q: 3 clusters Score -1.039909e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -10401307.000000 Penalty: 3672.955566
	Iteration 4F: 3 clusters Score -1.040131e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -10405151.000000 Penalty: 3672.955566
	Iteration 5F: 3 clusters Score -1.040515e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -10410913.000000 Penalty: 3672.955566
	Iteration 6F: 3 clusters Score -1.041091e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -10417374.000000 Penalty: 3672.955566
	Iteration 7F: 3 clusters Score -1.041737e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -10422267.000000 Penalty: 3672.955566
	Iteration 8F: 3 clusters Score -1.042227e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -10424638.000000 Penalty: 3672.955566
	Iteration 9Q: 3 clusters Score -1.042464e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10425493.000000 Penalty: 3672.955566
	Iteration 10Q: 3 clusters Score -1.042549e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10425787.000000 Penalty: 3672.955566
	Iteration 11Q: 3 clusters Score -1.042579e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10425884.000000 Penalty: 3672.955566
	Iteration 12Q: 3 clusters Score -1.042588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10425937.000000 Penalty: 3672.955566
	Iteration 13Q: 3 clusters Score -1.042594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10425984.000000 Penalty: 3672.955566
	Iteration 14Q: 3 clusters Score -1.042598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10425992.000000 Penalty: 3672.955566
	Iteration 15Q: 3 clusters Score -1.042599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10425995.000000 Penalty: 3672.955566
	Iteration 16Q: 3 clusters Score -1.0426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10425998.000000 Penalty: 3672.955566
	Iteration 17Q: 3 clusters Score -1.0426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10426002.000000 Penalty: 3672.955566
	Iteration 18Q: 3 clusters Score -1.0426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80782 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10426010.000000 Penalty: 3672.955566
	Iteration 19Q: 3 clusters Score -1.042601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10426008.000000 Penalty: 3672.955566
	Iteration 20F: 3 clusters Score -1.042601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10426017.000000 Penalty: 3672.955566
	Iteration 21Q: 3 clusters Score -1.042602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10426017.000000 Penalty: 3672.955566
	Iteration 22F: 3 clusters Score -1.042602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Entering Unmasked Estep 
Score: -4458808.000000 Penalty: 1698.170166
	Iteration 0F: 2 clusters Score -4458808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -4435489.500000 Penalty: 3396.340332
	Iteration 0F: 3 clusters Score -4435490 nChanged 16036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4444453.000000 Penalty: 3396.340332
	Iteration 1F: 3 clusters Score -4444453 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4444881.000000 Penalty: 3396.340332
	Iteration 2Q: 3 clusters Score -4444881 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4445371.000000 Penalty: 3396.340332
	Iteration 3Q: 3 clusters Score -4445371 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -4446087.500000 Penalty: 3396.340332
	Iteration 4Q: 3 clusters Score -4446088 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4447107.500000 Penalty: 3396.340332
	Iteration 5Q: 3 clusters Score -4447108 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4448423.500000 Penalty: 3396.340332
	Iteration 6F: 3 clusters Score -4448424 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -4450012.500000 Penalty: 3396.340332
	Iteration 7F: 3 clusters Score -4450012 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -4451611.000000 Penalty: 3396.340332
	Iteration 8F: 3 clusters Score -4451611 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -4452868.000000 Penalty: 3396.340332
	Iteration 9F: 3 clusters Score -4452868 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4453627.000000 Penalty: 3396.340332
	Iteration 10Q: 3 clusters Score -4453627 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -4454079.000000 Penalty: 3396.340332
	Iteration 11Q: 3 clusters Score -4454079 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -4454384.000000 Penalty: 3396.340332
	Iteration 12Q: 3 clusters Score -4454384 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4454571.000000 Penalty: 3396.340332
	Iteration 13Q: 3 clusters Score -4454571 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4454723.000000 Penalty: 3396.340332
	Iteration 14Q: 3 clusters Score -4454723 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -4454872.500000 Penalty: 3396.340332
	Iteration 15Q: 3 clusters Score -4454872 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -4455022.000000 Penalty: 3396.340332
	Iteration 16Q: 3 clusters Score -4455022 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -4455162.000000 Penalty: 3396.340332
	Iteration 17Q: 3 clusters Score -4455162 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4455300.500000 Penalty: 3396.340332
	Iteration 18Q: 3 clusters Score -4455300 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4455437.000000 Penalty: 3396.340332
	Iteration 19Q: 3 clusters Score -4455437 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -4455535.000000 Penalty: 3396.340332
	Iteration 20F: 3 clusters Score -4455535 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -4455666.500000 Penalty: 3396.340332
	Iteration 21Q: 3 clusters Score -4455666 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -4455817.000000 Penalty: 3396.340332
	Iteration 22Q: 3 clusters Score -4455817 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4455946.500000 Penalty: 3396.340332
	Iteration 23Q: 3 clusters Score -4455946 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4456096.000000 Penalty: 3396.340332
	Iteration 24Q: 3 clusters Score -4456096 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4456213.500000 Penalty: 3396.340332
	Iteration 25Q: 3 clusters Score -4456214 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4456328.500000 Penalty: 3396.340332
	Iteration 26Q: 3 clusters Score -4456328 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4456444.500000 Penalty: 3396.340332
	Iteration 27Q: 3 clusters Score -4456444 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4456567.500000 Penalty: 3396.340332
	Iteration 28Q: 3 clusters Score -4456568 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4456689.000000 Penalty: 3396.340332
	Iteration 29Q: 3 clusters Score -4456689 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4456797.000000 Penalty: 3396.340332
	Iteration 30Q: 3 clusters Score -4456797 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -4456884.000000 Penalty: 3396.340332
	Iteration 31Q: 3 clusters Score -4456884 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4456949.000000 Penalty: 3396.340332
	Iteration 32Q: 3 clusters Score -4456949 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4457001.000000 Penalty: 3396.340332
	Iteration 33Q: 3 clusters Score -4457001 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -4457064.000000 Penalty: 3396.340332
	Iteration 34Q: 3 clusters Score -4457064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4457108.500000 Penalty: 3396.340332
	Iteration 35Q: 3 clusters Score -4457108 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4457160.000000 Penalty: 3396.340332
	Iteration 36Q: 3 clusters Score -4457160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4457210.000000 Penalty: 3396.340332
	Iteration 37Q: 3 clusters Score -4457210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -4457232.000000 Penalty: 3396.340332
	Iteration 38Q: 3 clusters Score -4457232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4457260.500000 Penalty: 3396.340332
	Iteration 39Q: 3 clusters Score -4457260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4457282.500000 Penalty: 3396.340332
	Iteration 40F: 3 clusters Score -4457282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4457300.500000 Penalty: 3396.340332
	Iteration 41Q: 3 clusters Score -4457300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4457318.000000 Penalty: 3396.340332
	Iteration 42Q: 3 clusters Score -4457318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4457327.500000 Penalty: 3396.340332
	Iteration 43Q: 3 clusters Score -4457328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -4457342.500000 Penalty: 3396.340332
	Iteration 44Q: 3 clusters Score -4457342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -4457352.000000 Penalty: 3396.340332
	Iteration 45Q: 3 clusters Score -4457352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -4457366.500000 Penalty: 3396.340332
	Iteration 46Q: 3 clusters Score -4457366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4457373.000000 Penalty: 3396.340332
	Iteration 47Q: 3 clusters Score -4457373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4457383.000000 Penalty: 3396.340332
	Iteration 48Q: 3 clusters Score -4457383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4457385.000000 Penalty: 3396.340332
	Iteration 49Q: 3 clusters Score -4457385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -4457397.000000 Penalty: 3396.340332
	Iteration 50Q: 3 clusters Score -4457397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -4457395.500000 Penalty: 3396.340332
	Iteration 51Q: 3 clusters Score -4457396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4457397.500000 Penalty: 3396.340332
	Iteration 52Q: 3 clusters Score -4457398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4457399.000000 Penalty: 3396.340332
	Iteration 53Q: 3 clusters Score -4457399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -4457398.500000 Penalty: 3396.340332
	Iteration 54Q: 3 clusters Score -4457398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -4457408.500000 Penalty: 3396.340332
	Iteration 55Q: 3 clusters Score -4457408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4457411.000000 Penalty: 3396.340332
	Iteration 56Q: 3 clusters Score -4457411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4457413.500000 Penalty: 3396.340332
	Iteration 57Q: 3 clusters Score -4457414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4457418.000000 Penalty: 3396.340332
	Iteration 58Q: 3 clusters Score -4457418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4457423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4457440.500000 Penalty: 3396.340332
	Iteration 60F: 3 clusters Score -4457440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4457443.500000 Penalty: 3396.340332
	Iteration 61Q: 3 clusters Score -4457444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4457446.500000 Penalty: 3396.340332
	Iteration 62Q: 3 clusters Score -4457446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -4457443.500000 Penalty: 3396.340332
	Iteration 63Q: 3 clusters Score -4457444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4457453.500000 Penalty: 3396.340332
	Iteration 64Q: 3 clusters Score -4457454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4457453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4457452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4457454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4457458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4457458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4457460.500000 Penalty: 3396.340332
	Iteration 70Q: 3 clusters Score -4457460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4457458.500000 Penalty: 3396.340332
	Iteration 71Q: 3 clusters Score -4457458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4457460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4457461.000000 Penalty: 3396.340332
	Iteration 73Q: 3 clusters Score -4457461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4457467.500000 Penalty: 3396.340332
	Iteration 74Q: 3 clusters Score -4457468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4457470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4457472.000000 Penalty: 3396.340332
	Iteration 76Q: 3 clusters Score -4457472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4457474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4457474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4457474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4457474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 94754 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15397 members 
Mstep: Class 8 contains 19252 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 46364 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 38591 members 
Mstep: Class 15 contains 71210 members 
Mstep: Class 16 contains 21542 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 107324 members 
Mstep: Class 19 contains 80935 members 
Mstep: Class 20 contains 34554 members 
Entering Unmasked Estep 
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Iteration 119Q: 19 clusters Score -6.953368e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10558 members 
Mstep: Class 3 contains 94759 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15295 members 
Mstep: Class 8 contains 19279 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 46322 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 38777 members 
Mstep: Class 15 contains 71234 members 
Mstep: Class 16 contains 21548 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 107276 members 
Mstep: Class 19 contains 80982 members 
Mstep: Class 20 contains 34441 members 
Entering Unmasked Estep 
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Iteration 120F: 19 clusters Score -6.953372e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 94703 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15233 members 
Mstep: Class 8 contains 19319 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 10 contains 46287 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 38973 members 
Mstep: Class 15 contains 71271 members 
Mstep: Class 16 contains 21548 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 107207 members 
Mstep: Class 19 contains 81035 members 
Mstep: Class 20 contains 34319 members 
Entering Unmasked Estep 
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Iteration 121Q: 19 clusters Score -6.953385e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10575 members 
Mstep: Class 3 contains 94632 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15173 members 
Mstep: Class 8 contains 19363 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 46243 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 39154 members 
Mstep: Class 15 contains 71308 members 
Mstep: Class 16 contains 21566 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 107158 members 
Mstep: Class 19 contains 81097 members 
Mstep: Class 20 contains 34193 members 
Entering Unmasked Estep 
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Iteration 122Q: 19 clusters Score -6.953392e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 10582 members 
Mstep: Class 3 contains 94564 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15123 members 
Mstep: Class 8 contains 19405 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 46202 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 39351 members 
Mstep: Class 15 contains 71372 members 
Mstep: Class 16 contains 21589 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 107061 members 
Mstep: Class 19 contains 81160 members 
Mstep: Class 20 contains 34041 members 
Entering Unmasked Estep 
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Iteration 123Q: 19 clusters Score -6.95339e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10584 members 
Mstep: Class 3 contains 94543 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 15076 members 
Mstep: Class 8 contains 19446 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 46158 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 39504 members 
Mstep: Class 15 contains 71415 members 
Mstep: Class 16 contains 21600 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 107008 members 
Mstep: Class 19 contains 81224 members 
Mstep: Class 20 contains 33884 members 
Entering Unmasked Estep 
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Iteration 124Q: 19 clusters Score -6.953402e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 10590 members 
Mstep: Class 3 contains 94567 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 15020 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 2846 members 
Mstep: Class 10 contains 46114 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 15 contains 71461 members 
Mstep: Class 16 contains 21612 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106932 members 
Mstep: Class 19 contains 81283 members 
Mstep: Class 20 contains 33731 members 
Entering Unmasked Estep 
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Iteration 125Q: 19 clusters Score -6.953399e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 10591 members 
Mstep: Class 3 contains 94562 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 19551 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 46073 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 39767 members 
Mstep: Class 15 contains 71504 members 
Mstep: Class 16 contains 21625 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106856 members 
Mstep: Class 19 contains 81331 members 
Mstep: Class 20 contains 33612 members 
Entering Unmasked Estep 
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Iteration 126Q: 19 clusters Score -6.953394e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 10600 members 
Mstep: Class 3 contains 94562 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14908 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 46038 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 39875 members 
Mstep: Class 15 contains 71548 members 
Mstep: Class 16 contains 21637 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106799 members 
Mstep: Class 19 contains 81381 members 
Mstep: Class 20 contains 33497 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -6.953399e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10609 members 
Mstep: Class 3 contains 94550 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14868 members 
Mstep: Class 8 contains 19632 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 46005 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40002 members 
Mstep: Class 15 contains 71586 members 
Mstep: Class 16 contains 21638 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106769 members 
Mstep: Class 19 contains 81411 members 
Mstep: Class 20 contains 33367 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -6.953384e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 10616 members 
Mstep: Class 3 contains 94535 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 19663 members 
Mstep: Class 9 contains 2865 members 
Mstep: Class 10 contains 45977 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40130 members 
Mstep: Class 15 contains 71617 members 
Mstep: Class 16 contains 21642 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106733 members 
Mstep: Class 19 contains 81433 members 
Mstep: Class 20 contains 33242 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -6.95339e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 10626 members 
Mstep: Class 3 contains 94521 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14799 members 
Mstep: Class 8 contains 19672 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 45947 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40240 members 
Mstep: Class 15 contains 71641 members 
Mstep: Class 16 contains 21652 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106690 members 
Mstep: Class 19 contains 81467 members 
Mstep: Class 20 contains 33142 members 
Entering Unmasked Estep 
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Iteration 130Q: 19 clusters Score -6.953405e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10635 members 
Mstep: Class 3 contains 94488 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14788 members 
Mstep: Class 8 contains 19680 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 45933 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40346 members 
Mstep: Class 15 contains 71672 members 
Mstep: Class 16 contains 21658 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106653 members 
Mstep: Class 19 contains 81484 members 
Mstep: Class 20 contains 33046 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -6.953395e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 94463 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14785 members 
Mstep: Class 8 contains 19710 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 45912 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40461 members 
Mstep: Class 15 contains 71694 members 
Mstep: Class 16 contains 21673 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106604 members 
Mstep: Class 19 contains 81495 members 
Mstep: Class 20 contains 32931 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -6.95341e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10651 members 
Mstep: Class 3 contains 94458 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14772 members 
Mstep: Class 8 contains 19735 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 45889 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40574 members 
Mstep: Class 15 contains 71699 members 
Mstep: Class 16 contains 21691 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106568 members 
Mstep: Class 19 contains 81502 members 
Mstep: Class 20 contains 32819 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -6.9534e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 94431 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14772 members 
Mstep: Class 8 contains 19773 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 10 contains 45876 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40678 members 
Mstep: Class 15 contains 71727 members 
Mstep: Class 16 contains 21694 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106511 members 
Mstep: Class 19 contains 81508 members 
Mstep: Class 20 contains 32721 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -6.953395e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 94407 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14776 members 
Mstep: Class 8 contains 19802 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40778 members 
Mstep: Class 15 contains 71745 members 
Mstep: Class 16 contains 21695 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106471 members 
Mstep: Class 19 contains 81511 members 
Mstep: Class 20 contains 32634 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -6.953388e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 94352 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14772 members 
Mstep: Class 8 contains 19827 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 45856 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40850 members 
Mstep: Class 15 contains 71764 members 
Mstep: Class 16 contains 21705 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106475 members 
Mstep: Class 19 contains 81530 members 
Mstep: Class 20 contains 32542 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -6.953398e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 94319 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14760 members 
Mstep: Class 8 contains 19850 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 45848 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40919 members 
Mstep: Class 15 contains 71783 members 
Mstep: Class 16 contains 21710 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106464 members 
Mstep: Class 19 contains 81554 members 
Mstep: Class 20 contains 32459 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -6.953386e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10670 members 
Mstep: Class 3 contains 94297 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14756 members 
Mstep: Class 8 contains 19879 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 45844 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 40980 members 
Mstep: Class 15 contains 71798 members 
Mstep: Class 16 contains 21707 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106451 members 
Mstep: Class 19 contains 81578 members 
Mstep: Class 20 contains 32372 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -6.953382e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 94271 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14751 members 
Mstep: Class 8 contains 19906 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 45831 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 41051 members 
Mstep: Class 15 contains 71813 members 
Mstep: Class 16 contains 21706 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106430 members 
Mstep: Class 19 contains 81583 members 
Mstep: Class 20 contains 32310 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -6.953382e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 94237 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14760 members 
Mstep: Class 8 contains 19918 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 45827 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 41112 members 
Mstep: Class 15 contains 71839 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106394 members 
Mstep: Class 19 contains 81597 members 
Mstep: Class 20 contains 32260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533896.000000 Penalty: 38670.171875
Iteration 140F: 19 clusters Score -6.95339e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 94206 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14753 members 
Mstep: Class 8 contains 19934 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 45821 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41175 members 
Mstep: Class 15 contains 71856 members 
Mstep: Class 16 contains 21710 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106371 members 
Mstep: Class 19 contains 81609 members 
Mstep: Class 20 contains 32209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533824.000000 Penalty: 38670.171875
Iteration 141Q: 19 clusters Score -6.953382e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10677 members 
Mstep: Class 3 contains 94172 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14754 members 
Mstep: Class 8 contains 19962 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 45821 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41217 members 
Mstep: Class 15 contains 71859 members 
Mstep: Class 16 contains 21720 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106350 members 
Mstep: Class 19 contains 81623 members 
Mstep: Class 20 contains 32161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533920.000000 Penalty: 38670.171875
Iteration 142Q: 19 clusters Score -6.953392e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10677 members 
Mstep: Class 3 contains 94143 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14750 members 
Mstep: Class 8 contains 19991 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 45817 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 15 contains 71873 members 
Mstep: Class 16 contains 21729 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106338 members 
Mstep: Class 19 contains 81626 members 
Mstep: Class 20 contains 32107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533920.000000 Penalty: 38670.171875
Iteration 143Q: 19 clusters Score -6.953392e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10676 members 
Mstep: Class 3 contains 94107 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14760 members 
Mstep: Class 8 contains 20021 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 45811 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41308 members 
Mstep: Class 15 contains 71881 members 
Mstep: Class 16 contains 21731 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106321 members 
Mstep: Class 19 contains 81634 members 
Mstep: Class 20 contains 32057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533920.000000 Penalty: 38670.171875
Iteration 144Q: 19 clusters Score -6.953392e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10675 members 
Mstep: Class 3 contains 94073 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14762 members 
Mstep: Class 8 contains 20048 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 45810 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41360 members 
Mstep: Class 15 contains 71893 members 
Mstep: Class 16 contains 21728 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106297 members 
Mstep: Class 19 contains 81651 members 
Mstep: Class 20 contains 32015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533960.000000 Penalty: 38670.171875
Iteration 145Q: 19 clusters Score -6.953396e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10677 members 
Mstep: Class 3 contains 94039 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14764 members 
Mstep: Class 8 contains 20080 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 45803 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41400 members 
Mstep: Class 15 contains 71906 members 
Mstep: Class 16 contains 21729 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106280 members 
Mstep: Class 19 contains 81658 members 
Mstep: Class 20 contains 31974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533984.000000 Penalty: 38670.171875
Iteration 146Q: 19 clusters Score -6.953398e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10676 members 
Mstep: Class 3 contains 94005 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14767 members 
Mstep: Class 8 contains 20107 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 45807 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41444 members 
Mstep: Class 15 contains 71916 members 
Mstep: Class 16 contains 21731 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106267 members 
Mstep: Class 19 contains 81665 members 
Mstep: Class 20 contains 31922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534032.000000 Penalty: 38670.171875
Iteration 147Q: 19 clusters Score -6.953403e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10676 members 
Mstep: Class 3 contains 93971 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14766 members 
Mstep: Class 8 contains 20130 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 45805 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41492 members 
Mstep: Class 15 contains 71926 members 
Mstep: Class 16 contains 21733 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106256 members 
Mstep: Class 19 contains 81670 members 
Mstep: Class 20 contains 31881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534040.000000 Penalty: 38670.171875
Iteration 148Q: 19 clusters Score -6.953404e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10678 members 
Mstep: Class 3 contains 93952 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14760 members 
Mstep: Class 8 contains 20155 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 45806 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41531 members 
Mstep: Class 15 contains 71939 members 
Mstep: Class 16 contains 21733 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106226 members 
Mstep: Class 19 contains 81675 members 
Mstep: Class 20 contains 31847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534040.000000 Penalty: 38670.171875
Iteration 149Q: 19 clusters Score -6.953404e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 93937 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14754 members 
Mstep: Class 8 contains 20178 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 45810 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41574 members 
Mstep: Class 15 contains 71947 members 
Mstep: Class 16 contains 21733 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106199 members 
Mstep: Class 19 contains 81669 members 
Mstep: Class 20 contains 31821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533992.000000 Penalty: 38670.171875
Iteration 150Q: 19 clusters Score -6.953399e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10680 members 
Mstep: Class 3 contains 93920 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14753 members 
Mstep: Class 8 contains 20194 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 45811 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41623 members 
Mstep: Class 15 contains 71951 members 
Mstep: Class 16 contains 21734 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106162 members 
Mstep: Class 19 contains 81668 members 
Mstep: Class 20 contains 31803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534000.000000 Penalty: 38670.171875
Iteration 151Q: 19 clusters Score -6.9534e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10681 members 
Mstep: Class 3 contains 93898 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14763 members 
Mstep: Class 8 contains 20207 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 45814 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41661 members 
Mstep: Class 15 contains 71960 members 
Mstep: Class 16 contains 21732 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106129 members 
Mstep: Class 19 contains 81671 members 
Mstep: Class 20 contains 31780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534040.000000 Penalty: 38670.171875
Iteration 152Q: 19 clusters Score -6.953404e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 93892 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14768 members 
Mstep: Class 8 contains 20221 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 45814 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41704 members 
Mstep: Class 15 contains 71965 members 
Mstep: Class 16 contains 21733 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106080 members 
Mstep: Class 19 contains 81670 members 
Mstep: Class 20 contains 31766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 153Q: 19 clusters Score -6.953409e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 93887 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14768 members 
Mstep: Class 8 contains 20234 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45812 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41732 members 
Mstep: Class 15 contains 71973 members 
Mstep: Class 16 contains 21729 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106060 members 
Mstep: Class 19 contains 81671 members 
Mstep: Class 20 contains 31745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534096.000000 Penalty: 38670.171875
Iteration 154Q: 19 clusters Score -6.95341e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 93878 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14768 members 
Mstep: Class 8 contains 20240 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45807 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41757 members 
Mstep: Class 15 contains 71978 members 
Mstep: Class 16 contains 21731 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106044 members 
Mstep: Class 19 contains 81669 members 
Mstep: Class 20 contains 31737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 155Q: 19 clusters Score -6.953409e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10686 members 
Mstep: Class 3 contains 93874 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14767 members 
Mstep: Class 8 contains 20251 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45809 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41789 members 
Mstep: Class 15 contains 71978 members 
Mstep: Class 16 contains 21731 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106033 members 
Mstep: Class 19 contains 81659 members 
Mstep: Class 20 contains 31714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534000.000000 Penalty: 38670.171875
Iteration 156Q: 19 clusters Score -6.9534e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 93873 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14764 members 
Mstep: Class 8 contains 20258 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45806 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41816 members 
Mstep: Class 15 contains 71984 members 
Mstep: Class 16 contains 21732 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106023 members 
Mstep: Class 19 contains 81653 members 
Mstep: Class 20 contains 31697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534016.000000 Penalty: 38670.171875
Iteration 157Q: 19 clusters Score -6.953402e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10686 members 
Mstep: Class 3 contains 93864 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14761 members 
Mstep: Class 8 contains 20261 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45804 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41841 members 
Mstep: Class 15 contains 71993 members 
Mstep: Class 16 contains 21731 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106010 members 
Mstep: Class 19 contains 81657 members 
Mstep: Class 20 contains 31683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534016.000000 Penalty: 38670.171875
Iteration 158Q: 19 clusters Score -6.953402e+07 nChanged 97
Entering ConstructFrom: 
Score: -69534016.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -730201.000000 Penalty: 1415.154053
	Iteration 0F: 2 clusters Score -730201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -725562.812500 Penalty: 2830.308105
	Iteration 0F: 3 clusters Score -725562.8 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -726918.875000 Penalty: 2830.308105
	Iteration 1F: 3 clusters Score -726918.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -727141.500000 Penalty: 2830.308105
	Iteration 2F: 3 clusters Score -727141.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -727316.187500 Penalty: 2830.308105
	Iteration 3F: 3 clusters Score -727316.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -727438.562500 Penalty: 2830.308105
	Iteration 4Q: 3 clusters Score -727438.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -727547.812500 Penalty: 2830.308105
	Iteration 5Q: 3 clusters Score -727547.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -727647.250000 Penalty: 2830.308105
	Iteration 6Q: 3 clusters Score -727647.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -727749.000000 Penalty: 2830.308105
	Iteration 7Q: 3 clusters Score -727749 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -727854.500000 Penalty: 2830.308105
	Iteration 8Q: 3 clusters Score -727854.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -727985.312500 Penalty: 2830.308105
	Iteration 9Q: 3 clusters Score -727985.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -728149.187500 Penalty: 2830.308105
	Iteration 10Q: 3 clusters Score -728149.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -728295.562500 Penalty: 2830.308105
	Iteration 11Q: 3 clusters Score -728295.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -728439.375000 Penalty: 2830.308105
	Iteration 12Q: 3 clusters Score -728439.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -728556.500000 Penalty: 2830.308105
	Iteration 13Q: 3 clusters Score -728556.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -728645.687500 Penalty: 2830.308105
	Iteration 14Q: 3 clusters Score -728645.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -728696.187500 Penalty: 2830.308105
	Iteration 15Q: 3 clusters Score -728696.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -728736.812500 Penalty: 2830.308105
	Iteration 16Q: 3 clusters Score -728736.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -728778.625000 Penalty: 2830.308105
	Iteration 17Q: 3 clusters Score -728778.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -728811.312500 Penalty: 2830.308105
	Iteration 18Q: 3 clusters Score -728811.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -728836.437500 Penalty: 2830.308105
	Iteration 19Q: 3 clusters Score -728836.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -728852.625000 Penalty: 2830.308105
	Iteration 20F: 3 clusters Score -728852.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -728866.625000 Penalty: 2830.308105
	Iteration 21Q: 3 clusters Score -728866.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -728878.937500 Penalty: 2830.308105
	Iteration 22Q: 3 clusters Score -728878.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -728892.875000 Penalty: 2830.308105
	Iteration 23Q: 3 clusters Score -728892.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -728904.000000 Penalty: 2830.308105
	Iteration 24Q: 3 clusters Score -728904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -728919.000000 Penalty: 2830.308105
	Iteration 25Q: 3 clusters Score -728919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -728930.437500 Penalty: 2830.308105
	Iteration 26Q: 3 clusters Score -728930.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -728939.875000 Penalty: 2830.308105
	Iteration 27Q: 3 clusters Score -728939.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -728946.125000 Penalty: 2830.308105
	Iteration 28Q: 3 clusters Score -728946.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -728955.437500 Penalty: 2830.308105
	Iteration 29Q: 3 clusters Score -728955.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -728960.125000 Penalty: 2830.308105
	Iteration 30Q: 3 clusters Score -728960.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -728963.687500 Penalty: 2830.308105
	Iteration 31Q: 3 clusters Score -728963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -728967.375000 Penalty: 2830.308105
	Iteration 32Q: 3 clusters Score -728967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -728968.750000 Penalty: 2830.308105
	Iteration 33Q: 3 clusters Score -728968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -728971.250000 Penalty: 2830.308105
	Iteration 34Q: 3 clusters Score -728971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -728975.750000 Penalty: 2830.308105
	Iteration 35Q: 3 clusters Score -728975.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -728978.687500 Penalty: 2830.308105
	Iteration 36Q: 3 clusters Score -728978.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -728980.687500 Penalty: 2830.308105
	Iteration 37Q: 3 clusters Score -728980.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -728985.750000 Penalty: 2830.308105
	Iteration 38Q: 3 clusters Score -728985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -728988.875000 Penalty: 2830.308105
	Iteration 39Q: 3 clusters Score -728988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -728992.750000 Penalty: 2830.308105
	Iteration 40F: 3 clusters Score -728992.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -728996.312500 Penalty: 2830.308105
	Iteration 41Q: 3 clusters Score -728996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -728997.375000 Penalty: 2830.308105
	Iteration 42Q: 3 clusters Score -728997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -728997.562500 Penalty: 2830.308105
	Iteration 43Q: 3 clusters Score -728997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -728996.875000 Penalty: 2830.308105
	Iteration 44Q: 3 clusters Score -728996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -728997.937500 Penalty: 2830.308105
	Iteration 45Q: 3 clusters Score -728997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -728997.375000 Penalty: 2830.308105
	Iteration 46Q: 3 clusters Score -728997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -728998.312500 Penalty: 2830.308105
	Iteration 47Q: 3 clusters Score -728998.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -728999.812500 Penalty: 2830.308105
	Iteration 48Q: 3 clusters Score -728999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -728999.812500 Penalty: 2830.308105
	Iteration 49F: 3 clusters Score -728999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Entering Unmasked Estep 
Score: -1363662.250000 Penalty: 1507.477295
	Iteration 0F: 2 clusters Score -1363662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1356060.750000 Penalty: 3014.954590
	Iteration 0F: 3 clusters Score -1356061 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1358548.750000 Penalty: 3014.954590
	Iteration 1F: 3 clusters Score -1358549 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1358846.625000 Penalty: 3014.954590
	Iteration 2F: 3 clusters Score -1358847 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1359106.125000 Penalty: 3014.954590
	Iteration 3F: 3 clusters Score -1359106 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1359339.875000 Penalty: 3014.954590
	Iteration 4Q: 3 clusters Score -1359340 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1359586.375000 Penalty: 3014.954590
	Iteration 5Q: 3 clusters Score -1359586 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1359854.125000 Penalty: 3014.954590
	Iteration 6Q: 3 clusters Score -1359854 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1360102.750000 Penalty: 3014.954590
	Iteration 7Q: 3 clusters Score -1360103 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1360380.750000 Penalty: 3014.954590
	Iteration 8Q: 3 clusters Score -1360381 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1360720.500000 Penalty: 3014.954590
	Iteration 9Q: 3 clusters Score -1360720 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1361028.875000 Penalty: 3014.954590
	Iteration 10Q: 3 clusters Score -1361029 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1361243.250000 Penalty: 3014.954590
	Iteration 11Q: 3 clusters Score -1361243 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1361379.625000 Penalty: 3014.954590
	Iteration 12Q: 3 clusters Score -1361380 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1361476.250000 Penalty: 3014.954590
	Iteration 13Q: 3 clusters Score -1361476 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1361545.500000 Penalty: 3014.954590
	Iteration 14Q: 3 clusters Score -1361546 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1361599.625000 Penalty: 3014.954590
	Iteration 15Q: 3 clusters Score -1361600 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1361649.375000 Penalty: 3014.954590
	Iteration 16Q: 3 clusters Score -1361649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1361691.500000 Penalty: 3014.954590
	Iteration 17Q: 3 clusters Score -1361692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1361735.250000 Penalty: 3014.954590
	Iteration 18Q: 3 clusters Score -1361735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1361771.500000 Penalty: 3014.954590
	Iteration 19Q: 3 clusters Score -1361772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1361799.875000 Penalty: 3014.954590
	Iteration 20F: 3 clusters Score -1361800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1361820.625000 Penalty: 3014.954590
	Iteration 21Q: 3 clusters Score -1361821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1361845.500000 Penalty: 3014.954590
	Iteration 22Q: 3 clusters Score -1361846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1361872.875000 Penalty: 3014.954590
	Iteration 23Q: 3 clusters Score -1361873 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1361894.250000 Penalty: 3014.954590
	Iteration 24Q: 3 clusters Score -1361894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1361915.875000 Penalty: 3014.954590
	Iteration 25Q: 3 clusters Score -1361916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1361934.875000 Penalty: 3014.954590
	Iteration 26Q: 3 clusters Score -1361935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1361954.875000 Penalty: 3014.954590
	Iteration 27Q: 3 clusters Score -1361955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1361974.375000 Penalty: 3014.954590
	Iteration 28Q: 3 clusters Score -1361974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1361988.125000 Penalty: 3014.954590
	Iteration 29Q: 3 clusters Score -1361988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1361997.000000 Penalty: 3014.954590
	Iteration 30Q: 3 clusters Score -1361997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1362008.875000 Penalty: 3014.954590
	Iteration 31Q: 3 clusters Score -1362009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1362018.500000 Penalty: 3014.954590
	Iteration 32Q: 3 clusters Score -1362018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1362029.250000 Penalty: 3014.954590
	Iteration 33Q: 3 clusters Score -1362029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1362046.750000 Penalty: 3014.954590
	Iteration 34Q: 3 clusters Score -1362047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1362061.250000 Penalty: 3014.954590
	Iteration 35Q: 3 clusters Score -1362061 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1362082.000000 Penalty: 3014.954590
	Iteration 36Q: 3 clusters Score -1362082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1362100.125000 Penalty: 3014.954590
	Iteration 37Q: 3 clusters Score -1362100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1362114.125000 Penalty: 3014.954590
	Iteration 38Q: 3 clusters Score -1362114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1362142.625000 Penalty: 3014.954590
	Iteration 39Q: 3 clusters Score -1362143 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1362164.250000 Penalty: 3014.954590
	Iteration 40F: 3 clusters Score -1362164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1362191.125000 Penalty: 3014.954590
	Iteration 41Q: 3 clusters Score -1362191 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1362209.625000 Penalty: 3014.954590
	Iteration 42Q: 3 clusters Score -1362210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1362222.875000 Penalty: 3014.954590
	Iteration 43Q: 3 clusters Score -1362223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1362234.125000 Penalty: 3014.954590
	Iteration 44Q: 3 clusters Score -1362234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1362243.750000 Penalty: 3014.954590
	Iteration 45Q: 3 clusters Score -1362244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1362255.875000 Penalty: 3014.954590
	Iteration 46Q: 3 clusters Score -1362256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1362265.750000 Penalty: 3014.954590
	Iteration 47Q: 3 clusters Score -1362266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1362271.625000 Penalty: 3014.954590
	Iteration 48Q: 3 clusters Score -1362272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1362285.375000 Penalty: 3014.954590
	Iteration 49Q: 3 clusters Score -1362285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1362288.875000 Penalty: 3014.954590
	Iteration 50Q: 3 clusters Score -1362289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1362294.500000 Penalty: 3014.954590
	Iteration 51Q: 3 clusters Score -1362294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1362298.625000 Penalty: 3014.954590
	Iteration 52Q: 3 clusters Score -1362299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1362303.500000 Penalty: 3014.954590
	Iteration 53Q: 3 clusters Score -1362304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1362312.875000 Penalty: 3014.954590
	Iteration 54Q: 3 clusters Score -1362313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1362315.875000 Penalty: 3014.954590
	Iteration 55Q: 3 clusters Score -1362316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1362316.750000 Penalty: 3014.954590
	Iteration 56Q: 3 clusters Score -1362317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1362320.750000 Penalty: 3014.954590
	Iteration 57Q: 3 clusters Score -1362321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1362320.625000 Penalty: 3014.954590
	Iteration 58Q: 3 clusters Score -1362321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1362321.875000 Penalty: 3014.954590
	Iteration 59Q: 3 clusters Score -1362322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1362322.625000 Penalty: 3014.954590
	Iteration 60F: 3 clusters Score -1362323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1362323.500000 Penalty: 3014.954590
	Iteration 61Q: 3 clusters Score -1362324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1362325.000000 Penalty: 3014.954590
	Iteration 62Q: 3 clusters Score -1362325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1362327.500000 Penalty: 3014.954590
	Iteration 63Q: 3 clusters Score -1362328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1362332.000000 Penalty: 3014.954590
	Iteration 64Q: 3 clusters Score -1362332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1362333.625000 Penalty: 3014.954590
	Iteration 65Q: 3 clusters Score -1362334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1362334.250000 Penalty: 3014.954590
	Iteration 66Q: 3 clusters Score -1362334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1362338.250000 Penalty: 3014.954590
	Iteration 67Q: 3 clusters Score -1362338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1362338.625000 Penalty: 3014.954590
	Iteration 68Q: 3 clusters Score -1362339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1362339.625000 Penalty: 3014.954590
	Iteration 69Q: 3 clusters Score -1362340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1362341.125000 Penalty: 3014.954590
	Iteration 70Q: 3 clusters Score -1362341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1362340.125000 Penalty: 3014.954590
	Iteration 71Q: 3 clusters Score -1362340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1362341.625000 Penalty: 3014.954590
	Iteration 72Q: 3 clusters Score -1362342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1362342.500000 Penalty: 3014.954590
	Iteration 73Q: 3 clusters Score -1362342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1362347.250000 Penalty: 3014.954590
	Iteration 74Q: 3 clusters Score -1362347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1362348.875000 Penalty: 3014.954590
	Iteration 75Q: 3 clusters Score -1362349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1362350.625000 Penalty: 3014.954590
	Iteration 76Q: 3 clusters Score -1362351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1362353.125000 Penalty: 3014.954590
	Iteration 77Q: 3 clusters Score -1362353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1362355.750000 Penalty: 3014.954590
	Iteration 78Q: 3 clusters Score -1362356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1362359.125000 Penalty: 3014.954590
	Iteration 79Q: 3 clusters Score -1362359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1362363.625000 Penalty: 3014.954590
	Iteration 80F: 3 clusters Score -1362364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1362364.875000 Penalty: 3014.954590
	Iteration 81Q: 3 clusters Score -1362365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1362364.750000 Penalty: 3014.954590
	Iteration 82Q: 3 clusters Score -1362365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1362365.250000 Penalty: 3014.954590
	Iteration 83Q: 3 clusters Score -1362365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1362368.625000 Penalty: 3014.954590
	Iteration 84Q: 3 clusters Score -1362369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1362368.375000 Penalty: 3014.954590
	Iteration 85Q: 3 clusters Score -1362368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1362368.375000 Penalty: 3014.954590
	Iteration 86Q: 3 clusters Score -1362368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1362369.000000 Penalty: 3014.954590
	Iteration 87Q: 3 clusters Score -1362369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1362371.125000 Penalty: 3014.954590
	Iteration 88Q: 3 clusters Score -1362371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1362371.500000 Penalty: 3014.954590
	Iteration 89Q: 3 clusters Score -1362372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1362372.500000 Penalty: 3014.954590
	Iteration 90Q: 3 clusters Score -1362372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1362375.125000 Penalty: 3014.954590
	Iteration 91Q: 3 clusters Score -1362375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1362374.125000 Penalty: 3014.954590
	Iteration 92Q: 3 clusters Score -1362374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1362374.750000 Penalty: 3014.954590
	Iteration 93Q: 3 clusters Score -1362375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1362379.375000 Penalty: 3014.954590
	Iteration 94Q: 3 clusters Score -1362379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1362378.875000 Penalty: 3014.954590
	Iteration 95Q: 3 clusters Score -1362379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1362382.000000 Penalty: 3014.954590
	Iteration 96Q: 3 clusters Score -1362382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1362384.250000 Penalty: 3014.954590
	Iteration 97Q: 3 clusters Score -1362384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1362387.625000 Penalty: 3014.954590
	Iteration 98Q: 3 clusters Score -1362388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1362389.000000 Penalty: 3014.954590
	Iteration 99Q: 3 clusters Score -1362389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1362392.500000 Penalty: 3014.954590
	Iteration 100F: 3 clusters Score -1362392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1362394.250000 Penalty: 3014.954590
	Iteration 101Q: 3 clusters Score -1362394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1362394.500000 Penalty: 3014.954590
	Iteration 102Q: 3 clusters Score -1362394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1362393.625000 Penalty: 3014.954590
	Iteration 103Q: 3 clusters Score -1362394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1362393.625000 Penalty: 3014.954590
	Iteration 104F: 3 clusters Score -1362394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (93853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Entering Unmasked Estep 
Score: -12046485.000000 Penalty: 1860.541260
	Iteration 0F: 2 clusters Score -1.204648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -11985723.000000 Penalty: 3721.082520
	Iteration 0F: 3 clusters Score -1.198572e+07 nChanged 44975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -12012469.000000 Penalty: 3721.082520
	Iteration 1F: 3 clusters Score -1.201247e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -12013734.000000 Penalty: 3721.082520
	Iteration 2Q: 3 clusters Score -1.201373e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -12015575.000000 Penalty: 3721.082520
	Iteration 3Q: 3 clusters Score -1.201558e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -12018342.000000 Penalty: 3721.082520
	Iteration 4F: 3 clusters Score -1.201834e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -12022175.000000 Penalty: 3721.082520
	Iteration 5F: 3 clusters Score -1.202218e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -12026784.000000 Penalty: 3721.082520
	Iteration 6F: 3 clusters Score -1.202678e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -12031240.000000 Penalty: 3721.082520
	Iteration 7F: 3 clusters Score -1.203124e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -12035284.000000 Penalty: 3721.082520
	Iteration 8F: 3 clusters Score -1.203528e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -12038235.000000 Penalty: 3721.082520
	Iteration 9Q: 3 clusters Score -1.203824e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -12040113.000000 Penalty: 3721.082520
	Iteration 10Q: 3 clusters Score -1.204011e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -12041053.000000 Penalty: 3721.082520
	Iteration 11Q: 3 clusters Score -1.204105e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -12041644.000000 Penalty: 3721.082520
	Iteration 12Q: 3 clusters Score -1.204164e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -12042050.000000 Penalty: 3721.082520
	Iteration 13Q: 3 clusters Score -1.204205e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -12042367.000000 Penalty: 3721.082520
	Iteration 14Q: 3 clusters Score -1.204237e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -12042674.000000 Penalty: 3721.082520
	Iteration 15Q: 3 clusters Score -1.204267e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -12043005.000000 Penalty: 3721.082520
	Iteration 16Q: 3 clusters Score -1.2043e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -12043228.000000 Penalty: 3721.082520
	Iteration 17Q: 3 clusters Score -1.204323e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87950 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -12043453.000000 Penalty: 3721.082520
	Iteration 18Q: 3 clusters Score -1.204345e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -12043669.000000 Penalty: 3721.082520
	Iteration 19Q: 3 clusters Score -1.204367e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -12043821.000000 Penalty: 3721.082520
	Iteration 20F: 3 clusters Score -1.204382e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -12043997.000000 Penalty: 3721.082520
	Iteration 21Q: 3 clusters Score -1.2044e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -12044123.000000 Penalty: 3721.082520
	Iteration 22Q: 3 clusters Score -1.204412e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -12044203.000000 Penalty: 3721.082520
	Iteration 23Q: 3 clusters Score -1.20442e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -12044280.000000 Penalty: 3721.082520
	Iteration 24Q: 3 clusters Score -1.204428e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -12044337.000000 Penalty: 3721.082520
	Iteration 25Q: 3 clusters Score -1.204434e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -12044403.000000 Penalty: 3721.082520
	Iteration 26Q: 3 clusters Score -1.20444e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -12044444.000000 Penalty: 3721.082520
	Iteration 27Q: 3 clusters Score -1.204444e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90910 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -12044494.000000 Penalty: 3721.082520
	Iteration 28Q: 3 clusters Score -1.204449e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -12044579.000000 Penalty: 3721.082520
	Iteration 29Q: 3 clusters Score -1.204458e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91203 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -12044624.000000 Penalty: 3721.082520
	Iteration 30Q: 3 clusters Score -1.204462e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -12044637.000000 Penalty: 3721.082520
	Iteration 31Q: 3 clusters Score -1.204464e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -12044676.000000 Penalty: 3721.082520
	Iteration 32Q: 3 clusters Score -1.204468e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12044713.000000 Penalty: 3721.082520
	Iteration 33Q: 3 clusters Score -1.204471e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -12044745.000000 Penalty: 3721.082520
	Iteration 34Q: 3 clusters Score -1.204474e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -12044784.000000 Penalty: 3721.082520
	Iteration 35Q: 3 clusters Score -1.204478e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -12044806.000000 Penalty: 3721.082520
	Iteration 36Q: 3 clusters Score -1.204481e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -12044848.000000 Penalty: 3721.082520
	Iteration 37Q: 3 clusters Score -1.204485e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -12044879.000000 Penalty: 3721.082520
	Iteration 38Q: 3 clusters Score -1.204488e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92231 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -12044902.000000 Penalty: 3721.082520
	Iteration 39Q: 3 clusters Score -1.20449e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92292 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -12044933.000000 Penalty: 3721.082520
	Iteration 40F: 3 clusters Score -1.204493e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92335 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -12044934.000000 Penalty: 3721.082520
	Iteration 41Q: 3 clusters Score -1.204493e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -12044948.000000 Penalty: 3721.082520
	Iteration 42Q: 3 clusters Score -1.204495e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -12044941.000000 Penalty: 3721.082520
	Iteration 43Q: 3 clusters Score -1.204494e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92443 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12044975.000000 Penalty: 3721.082520
	Iteration 44Q: 3 clusters Score -1.204498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -12044989.000000 Penalty: 3721.082520
	Iteration 45Q: 3 clusters Score -1.204499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -12044993.000000 Penalty: 3721.082520
	Iteration 46Q: 3 clusters Score -1.204499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12045014.000000 Penalty: 3721.082520
	Iteration 47Q: 3 clusters Score -1.204501e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92551 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12045013.000000 Penalty: 3721.082520
	Iteration 48Q: 3 clusters Score -1.204501e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92581 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -12045021.000000 Penalty: 3721.082520
	Iteration 49Q: 3 clusters Score -1.204502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92605 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12045026.000000 Penalty: 3721.082520
	Iteration 50Q: 3 clusters Score -1.204503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12045037.000000 Penalty: 3721.082520
	Iteration 51Q: 3 clusters Score -1.204504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92632 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -12045044.000000 Penalty: 3721.082520
	Iteration 52Q: 3 clusters Score -1.204504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12045051.000000 Penalty: 3721.082520
	Iteration 53Q: 3 clusters Score -1.204505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12045042.000000 Penalty: 3721.082520
	Iteration 54Q: 3 clusters Score -1.204504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -12045049.000000 Penalty: 3721.082520
	Iteration 55Q: 3 clusters Score -1.204505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12045044.000000 Penalty: 3721.082520
	Iteration 56Q: 3 clusters Score -1.204504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -12045042.000000 Penalty: 3721.082520
	Iteration 57Q: 3 clusters Score -1.204504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12045044.000000 Penalty: 3721.082520
	Iteration 58Q: 3 clusters Score -1.204504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12045040.000000 Penalty: 3721.082520
	Iteration 59Q: 3 clusters Score -1.204504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12045042.000000 Penalty: 3721.082520
	Iteration 60F: 3 clusters Score -1.204504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -12045047.000000 Penalty: 3721.082520
	Iteration 61Q: 3 clusters Score -1.204505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12045041.000000 Penalty: 3721.082520
	Iteration 62Q: 3 clusters Score -1.204504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12045041.000000 Penalty: 3721.082520
	Iteration 63Q: 3 clusters Score -1.204504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -12045041.000000 Penalty: 3721.082520
	Iteration 64Q: 3 clusters Score -1.204504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -12045041.000000 Penalty: 3721.082520
	Iteration 65F: 3 clusters Score -1.204504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -37535.371094 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -37535.37 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 193 members 
Entering Unmasked Estep 
Score: -36678.972656 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -36678.97 nChanged 92
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: -36903.835938 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -36903.84 nChanged 31
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: -37042.914062 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -37042.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37174.410156 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -37174.41 nChanged 22
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: -37239.773438 Penalty: 1924.512939
	Iteration 4F: 3 clusters Score -37239.77 nChanged 10
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: -37284.730469 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -37284.73 nChanged 9
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: -37327.226562 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -37327.23 nChanged 3
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: -37347.921875 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -37347.92 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: -37371.207031 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -37371.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37376.000000 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -37376 nChanged 2
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: -37378.886719 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -37378.89 nChanged 1
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: -37389.894531 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -37389.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37391.949219 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -37391.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37391.949219 Penalty: 1924.512939
	Iteration 13F: 3 clusters Score -37391.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -92810.921875 Penalty: 1092.231689
	Iteration 0F: 2 clusters Score -92810.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91557.109375 Penalty: 2184.463379
	Iteration 0F: 3 clusters Score -91557.11 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91842.617188 Penalty: 2184.463379
	Iteration 1F: 3 clusters Score -91842.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91942.984375 Penalty: 2184.463379
	Iteration 2F: 3 clusters Score -91942.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92037.195312 Penalty: 2184.463379
	Iteration 3F: 3 clusters Score -92037.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92128.914062 Penalty: 2184.463379
	Iteration 4F: 3 clusters Score -92128.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92228.921875 Penalty: 2184.463379
	Iteration 5F: 3 clusters Score -92228.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92345.078125 Penalty: 2184.463379
	Iteration 6F: 3 clusters Score -92345.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92451.257812 Penalty: 2184.463379
	Iteration 7F: 3 clusters Score -92451.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92497.070312 Penalty: 2184.463379
	Iteration 8Q: 3 clusters Score -92497.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -92515.414062 Penalty: 2184.463379
	Iteration 9Q: 3 clusters Score -92515.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92520.820312 Penalty: 2184.463379
	Iteration 10Q: 3 clusters Score -92520.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92520.820312 Penalty: 2184.463379
	Iteration 11F: 3 clusters Score -92520.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -37795.101562 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -37795.1 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 173 members 
Entering Unmasked Estep 
Score: -36938.488281 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -36938.49 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37094.226562 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -37094.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37220.699219 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -37220.7 nChanged 16
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: -37342.335938 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -37342.34 nChanged 20
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: -37441.859375 Penalty: 1931.409912
	Iteration 4F: 3 clusters Score -37441.86 nChanged 13
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: -37493.781250 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -37493.78 nChanged 13
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: -37562.523438 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -37562.52 nChanged 18
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: -37644.003906 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -37644 nChanged 10
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: -37685.960938 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -37685.96 nChanged 8
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: -37714.667969 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -37714.67 nChanged 2
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: -37723.605469 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -37723.61 nChanged 4
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: -37729.136719 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -37729.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37730.164062 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -37730.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37731.777344 Penalty: 1931.409912
	Iteration 13F: 3 clusters Score -37731.78 nChanged 1
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: -37746.699219 Penalty: 1931.409912
	Iteration 14Q: 3 clusters Score -37746.7 nChanged 2
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: -37751.695312 Penalty: 1931.409912
	Iteration 15Q: 3 clusters Score -37751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37754.628906 Penalty: 1931.409912
	Iteration 16Q: 3 clusters Score -37754.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37754.628906 Penalty: 1931.409912
	Iteration 17F: 3 clusters Score -37754.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Entering Unmasked Estep 
Score: -1916913.250000 Penalty: 1559.892334
	Iteration 0F: 2 clusters Score -1916913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1906722.875000 Penalty: 3119.784668
	Iteration 0F: 3 clusters Score -1906723 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1910164.875000 Penalty: 3119.784668
	Iteration 1F: 3 clusters Score -1910165 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1910416.875000 Penalty: 3119.784668
	Iteration 2Q: 3 clusters Score -1910417 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1910614.500000 Penalty: 3119.784668
	Iteration 3Q: 3 clusters Score -1910614 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1910806.375000 Penalty: 3119.784668
	Iteration 4Q: 3 clusters Score -1910806 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1911020.125000 Penalty: 3119.784668
	Iteration 5Q: 3 clusters Score -1911020 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1911243.750000 Penalty: 3119.784668
	Iteration 6Q: 3 clusters Score -1911244 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1911516.000000 Penalty: 3119.784668
	Iteration 7Q: 3 clusters Score -1911516 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1911833.000000 Penalty: 3119.784668
	Iteration 8Q: 3 clusters Score -1911833 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1912255.750000 Penalty: 3119.784668
	Iteration 9Q: 3 clusters Score -1912256 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1912754.250000 Penalty: 3119.784668
	Iteration 10F: 3 clusters Score -1912754 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1913288.375000 Penalty: 3119.784668
	Iteration 11F: 3 clusters Score -1913288 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1913807.125000 Penalty: 3119.784668
	Iteration 12Q: 3 clusters Score -1913807 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1914291.750000 Penalty: 3119.784668
	Iteration 13Q: 3 clusters Score -1914292 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1914688.250000 Penalty: 3119.784668
	Iteration 14Q: 3 clusters Score -1914688 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1914988.500000 Penalty: 3119.784668
	Iteration 15Q: 3 clusters Score -1914988 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1915188.250000 Penalty: 3119.784668
	Iteration 16Q: 3 clusters Score -1915188 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1915315.500000 Penalty: 3119.784668
	Iteration 17Q: 3 clusters Score -1915316 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1915405.750000 Penalty: 3119.784668
	Iteration 18Q: 3 clusters Score -1915406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1915458.375000 Penalty: 3119.784668
	Iteration 19Q: 3 clusters Score -1915458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1915495.375000 Penalty: 3119.784668
	Iteration 20F: 3 clusters Score -1915495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1915514.375000 Penalty: 3119.784668
	Iteration 21Q: 3 clusters Score -1915514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1915528.750000 Penalty: 3119.784668
	Iteration 22Q: 3 clusters Score -1915529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1915542.875000 Penalty: 3119.784668
	Iteration 23Q: 3 clusters Score -1915543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1915550.750000 Penalty: 3119.784668
	Iteration 24Q: 3 clusters Score -1915551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1915554.500000 Penalty: 3119.784668
	Iteration 25Q: 3 clusters Score -1915554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1915552.625000 Penalty: 3119.784668
	Iteration 26Q: 3 clusters Score -1915553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1915555.000000 Penalty: 3119.784668
	Iteration 27Q: 3 clusters Score -1915555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1915560.875000 Penalty: 3119.784668
	Iteration 28Q: 3 clusters Score -1915561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1915561.625000 Penalty: 3119.784668
	Iteration 29Q: 3 clusters Score -1915562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1915566.250000 Penalty: 3119.784668
	Iteration 30Q: 3 clusters Score -1915566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1915572.875000 Penalty: 3119.784668
	Iteration 31Q: 3 clusters Score -1915573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1915575.125000 Penalty: 3119.784668
	Iteration 32Q: 3 clusters Score -1915575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1915575.000000 Penalty: 3119.784668
	Iteration 33Q: 3 clusters Score -1915575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1915578.500000 Penalty: 3119.784668
	Iteration 34Q: 3 clusters Score -1915578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1915580.000000 Penalty: 3119.784668
	Iteration 35Q: 3 clusters Score -1915580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1915582.625000 Penalty: 3119.784668
	Iteration 36Q: 3 clusters Score -1915583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1915583.250000 Penalty: 3119.784668
	Iteration 37Q: 3 clusters Score -1915583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1915583.750000 Penalty: 3119.784668
	Iteration 38Q: 3 clusters Score -1915584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1915583.750000 Penalty: 3119.784668
	Iteration 39F: 3 clusters Score -1915584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Entering Unmasked Estep 
Score: -2559287.000000 Penalty: 1611.439575
	Iteration 0F: 2 clusters Score -2559287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2545460.500000 Penalty: 3222.879150
	Iteration 0F: 3 clusters Score -2545460 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2550536.000000 Penalty: 3222.879150
	Iteration 1F: 3 clusters Score -2550536 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2550818.000000 Penalty: 3222.879150
	Iteration 2Q: 3 clusters Score -2550818 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2551101.250000 Penalty: 3222.879150
	Iteration 3Q: 3 clusters Score -2551101 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2551370.000000 Penalty: 3222.879150
	Iteration 4Q: 3 clusters Score -2551370 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2551627.000000 Penalty: 3222.879150
	Iteration 5Q: 3 clusters Score -2551627 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2551871.000000 Penalty: 3222.879150
	Iteration 6Q: 3 clusters Score -2551871 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2552049.500000 Penalty: 3222.879150
	Iteration 7Q: 3 clusters Score -2552050 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2552241.250000 Penalty: 3222.879150
	Iteration 8Q: 3 clusters Score -2552241 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2552440.250000 Penalty: 3222.879150
	Iteration 9Q: 3 clusters Score -2552440 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2552687.250000 Penalty: 3222.879150
	Iteration 10Q: 3 clusters Score -2552687 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2553022.250000 Penalty: 3222.879150
	Iteration 11Q: 3 clusters Score -2553022 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2553411.750000 Penalty: 3222.879150
	Iteration 12Q: 3 clusters Score -2553412 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2553968.500000 Penalty: 3222.879150
	Iteration 13Q: 3 clusters Score -2553968 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2554597.000000 Penalty: 3222.879150
	Iteration 14Q: 3 clusters Score -2554597 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2555243.750000 Penalty: 3222.879150
	Iteration 15Q: 3 clusters Score -2555244 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2555871.750000 Penalty: 3222.879150
	Iteration 16Q: 3 clusters Score -2555872 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2556427.750000 Penalty: 3222.879150
	Iteration 17Q: 3 clusters Score -2556428 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2556872.750000 Penalty: 3222.879150
	Iteration 18Q: 3 clusters Score -2556873 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2557217.250000 Penalty: 3222.879150
	Iteration 19Q: 3 clusters Score -2557217 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2557453.500000 Penalty: 3222.879150
	Iteration 20F: 3 clusters Score -2557454 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2557606.000000 Penalty: 3222.879150
	Iteration 21Q: 3 clusters Score -2557606 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2557702.750000 Penalty: 3222.879150
	Iteration 22Q: 3 clusters Score -2557703 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2557750.000000 Penalty: 3222.879150
	Iteration 23Q: 3 clusters Score -2557750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2557789.250000 Penalty: 3222.879150
	Iteration 24Q: 3 clusters Score -2557789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2557812.250000 Penalty: 3222.879150
	Iteration 25Q: 3 clusters Score -2557812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2557825.500000 Penalty: 3222.879150
	Iteration 26Q: 3 clusters Score -2557826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2557840.000000 Penalty: 3222.879150
	Iteration 27Q: 3 clusters Score -2557840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2557847.500000 Penalty: 3222.879150
	Iteration 28Q: 3 clusters Score -2557848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2557857.500000 Penalty: 3222.879150
	Iteration 29Q: 3 clusters Score -2557858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2557858.000000 Penalty: 3222.879150
	Iteration 30Q: 3 clusters Score -2557858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2557860.500000 Penalty: 3222.879150
	Iteration 31Q: 3 clusters Score -2557860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2557864.000000 Penalty: 3222.879150
	Iteration 32Q: 3 clusters Score -2557864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2557869.250000 Penalty: 3222.879150
	Iteration 33Q: 3 clusters Score -2557869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2557871.750000 Penalty: 3222.879150
	Iteration 34Q: 3 clusters Score -2557872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2557876.750000 Penalty: 3222.879150
	Iteration 35Q: 3 clusters Score -2557877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2557876.250000 Penalty: 3222.879150
	Iteration 36Q: 3 clusters Score -2557876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2557877.750000 Penalty: 3222.879150
	Iteration 37Q: 3 clusters Score -2557878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2557878.500000 Penalty: 3222.879150
	Iteration 38Q: 3 clusters Score -2557878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2557878.500000 Penalty: 3222.879150
	Iteration 39F: 3 clusters Score -2557878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Entering Unmasked Estep 
Score: -366968.125000 Penalty: 1299.182495
	Iteration 0F: 2 clusters Score -366968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -364249.062500 Penalty: 2598.364990
	Iteration 0F: 3 clusters Score -364249.1 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -364935.750000 Penalty: 2598.364990
	Iteration 1F: 3 clusters Score -364935.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -365160.812500 Penalty: 2598.364990
	Iteration 2F: 3 clusters Score -365160.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -365344.937500 Penalty: 2598.364990
	Iteration 3F: 3 clusters Score -365344.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -365527.812500 Penalty: 2598.364990
	Iteration 4F: 3 clusters Score -365527.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -365691.906250 Penalty: 2598.364990
	Iteration 5F: 3 clusters Score -365691.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -365826.843750 Penalty: 2598.364990
	Iteration 6F: 3 clusters Score -365826.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -365953.843750 Penalty: 2598.364990
	Iteration 7F: 3 clusters Score -365953.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -366039.562500 Penalty: 2598.364990
	Iteration 8Q: 3 clusters Score -366039.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -366099.187500 Penalty: 2598.364990
	Iteration 9Q: 3 clusters Score -366099.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -366143.812500 Penalty: 2598.364990
	Iteration 10Q: 3 clusters Score -366143.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -366170.593750 Penalty: 2598.364990
	Iteration 11Q: 3 clusters Score -366170.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -366189.562500 Penalty: 2598.364990
	Iteration 12Q: 3 clusters Score -366189.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -366207.750000 Penalty: 2598.364990
	Iteration 13Q: 3 clusters Score -366207.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -366221.656250 Penalty: 2598.364990
	Iteration 14Q: 3 clusters Score -366221.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -366233.125000 Penalty: 2598.364990
	Iteration 15Q: 3 clusters Score -366233.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -366243.187500 Penalty: 2598.364990
	Iteration 16Q: 3 clusters Score -366243.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -366257.468750 Penalty: 2598.364990
	Iteration 17Q: 3 clusters Score -366257.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -366268.218750 Penalty: 2598.364990
	Iteration 18Q: 3 clusters Score -366268.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -366274.593750 Penalty: 2598.364990
	Iteration 19Q: 3 clusters Score -366274.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -366282.468750 Penalty: 2598.364990
	Iteration 20F: 3 clusters Score -366282.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -366290.812500 Penalty: 2598.364990
	Iteration 21Q: 3 clusters Score -366290.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -366295.843750 Penalty: 2598.364990
	Iteration 22Q: 3 clusters Score -366295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -366300.843750 Penalty: 2598.364990
	Iteration 23Q: 3 clusters Score -366300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -366304.437500 Penalty: 2598.364990
	Iteration 24Q: 3 clusters Score -366304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -366306.125000 Penalty: 2598.364990
	Iteration 25Q: 3 clusters Score -366306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -366308.281250 Penalty: 2598.364990
	Iteration 26Q: 3 clusters Score -366308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -366311.343750 Penalty: 2598.364990
	Iteration 27Q: 3 clusters Score -366311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -366312.625000 Penalty: 2598.364990
	Iteration 28Q: 3 clusters Score -366312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -366313.468750 Penalty: 2598.364990
	Iteration 29Q: 3 clusters Score -366313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -366315.687500 Penalty: 2598.364990
	Iteration 30Q: 3 clusters Score -366315.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -366317.625000 Penalty: 2598.364990
	Iteration 31Q: 3 clusters Score -366317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -366323.062500 Penalty: 2598.364990
	Iteration 32Q: 3 clusters Score -366323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -366326.718750 Penalty: 2598.364990
	Iteration 33Q: 3 clusters Score -366326.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -366328.781250 Penalty: 2598.364990
	Iteration 34Q: 3 clusters Score -366328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -366331.843750 Penalty: 2598.364990
	Iteration 35Q: 3 clusters Score -366331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -366331.593750 Penalty: 2598.364990
	Iteration 36Q: 3 clusters Score -366331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -366333.968750 Penalty: 2598.364990
	Iteration 37Q: 3 clusters Score -366334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -366334.937500 Penalty: 2598.364990
	Iteration 38Q: 3 clusters Score -366334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -366336.875000 Penalty: 2598.364990
	Iteration 39Q: 3 clusters Score -366336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -366339.343750 Penalty: 2598.364990
	Iteration 40F: 3 clusters Score -366339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -366339.781250 Penalty: 2598.364990
	Iteration 41Q: 3 clusters Score -366339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -366342.062500 Penalty: 2598.364990
	Iteration 42Q: 3 clusters Score -366342.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -366342.062500 Penalty: 2598.364990
	Iteration 43F: 3 clusters Score -366342.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Entering Unmasked Estep 
Score: -5897933.000000 Penalty: 1743.956421
	Iteration 0F: 2 clusters Score -5897933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -5867247.000000 Penalty: 3487.912842
	Iteration 0F: 3 clusters Score -5867247 nChanged 21359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -5879482.500000 Penalty: 3487.912842
	Iteration 1F: 3 clusters Score -5879482 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5879960.000000 Penalty: 3487.912842
	Iteration 2Q: 3 clusters Score -5879960 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -5880518.500000 Penalty: 3487.912842
	Iteration 3Q: 3 clusters Score -5880518 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -5881260.500000 Penalty: 3487.912842
	Iteration 4Q: 3 clusters Score -5881260 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -5882239.000000 Penalty: 3487.912842
	Iteration 5Q: 3 clusters Score -5882239 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5883803.500000 Penalty: 3487.912842
	Iteration 6F: 3 clusters Score -5883804 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -5885995.500000 Penalty: 3487.912842
	Iteration 7F: 3 clusters Score -5885996 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -5888693.500000 Penalty: 3487.912842
	Iteration 8F: 3 clusters Score -5888694 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -5891272.500000 Penalty: 3487.912842
	Iteration 9F: 3 clusters Score -5891272 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -5893282.000000 Penalty: 3487.912842
	Iteration 10Q: 3 clusters Score -5893282 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5894651.000000 Penalty: 3487.912842
	Iteration 11Q: 3 clusters Score -5894651 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5895409.000000 Penalty: 3487.912842
	Iteration 12Q: 3 clusters Score -5895409 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5895831.000000 Penalty: 3487.912842
	Iteration 13Q: 3 clusters Score -5895831 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5896084.000000 Penalty: 3487.912842
	Iteration 14Q: 3 clusters Score -5896084 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5896231.000000 Penalty: 3487.912842
	Iteration 15Q: 3 clusters Score -5896231 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5896316.500000 Penalty: 3487.912842
	Iteration 16Q: 3 clusters Score -5896316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5896372.000000 Penalty: 3487.912842
	Iteration 17Q: 3 clusters Score -5896372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5896400.000000 Penalty: 3487.912842
	Iteration 18Q: 3 clusters Score -5896400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5896418.000000 Penalty: 3487.912842
	Iteration 19Q: 3 clusters Score -5896418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5896431.000000 Penalty: 3487.912842
	Iteration 20F: 3 clusters Score -5896431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5896436.000000 Penalty: 3487.912842
	Iteration 21Q: 3 clusters Score -5896436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5896444.500000 Penalty: 3487.912842
	Iteration 22Q: 3 clusters Score -5896444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5896445.500000 Penalty: 3487.912842
	Iteration 23Q: 3 clusters Score -5896446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5896450.500000 Penalty: 3487.912842
	Iteration 24Q: 3 clusters Score -5896450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5896450.500000 Penalty: 3487.912842
	Iteration 25Q: 3 clusters Score -5896450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5896454.000000 Penalty: 3487.912842
	Iteration 26Q: 3 clusters Score -5896454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5896456.500000 Penalty: 3487.912842
	Iteration 27Q: 3 clusters Score -5896456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5896452.500000 Penalty: 3487.912842
	Iteration 28Q: 3 clusters Score -5896452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5896465.000000 Penalty: 3487.912842
	Iteration 29Q: 3 clusters Score -5896465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5896463.500000 Penalty: 3487.912842
	Iteration 30Q: 3 clusters Score -5896464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5896469.000000 Penalty: 3487.912842
	Iteration 31Q: 3 clusters Score -5896469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5896478.000000 Penalty: 3487.912842
	Iteration 32Q: 3 clusters Score -5896478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5896484.500000 Penalty: 3487.912842
	Iteration 33Q: 3 clusters Score -5896484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5896484.500000 Penalty: 3487.912842
	Iteration 34Q: 3 clusters Score -5896484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5896491.500000 Penalty: 3487.912842
	Iteration 35Q: 3 clusters Score -5896492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5896492.000000 Penalty: 3487.912842
	Iteration 36Q: 3 clusters Score -5896492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5896492.000000 Penalty: 3487.912842
	Iteration 37F: 3 clusters Score -5896492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -10290.217773 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -10290.22 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 139 members 
Entering Unmasked Estep 
Score: -9666.901367 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -9666.901 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9897.206055 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -9897.206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9951.275391 Penalty: 1803.449707
	Iteration 2F: 3 clusters Score -9951.275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9991.872070 Penalty: 1803.449707
	Iteration 3Q: 3 clusters Score -9991.872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10022.297852 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -10022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10079.549805 Penalty: 1803.449707
	Iteration 5Q: 3 clusters Score -10079.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10184.486328 Penalty: 1803.449707
	Iteration 6Q: 3 clusters Score -10184.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10195.977539 Penalty: 1803.449707
	Iteration 7Q: 3 clusters Score -10195.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10200.916016 Penalty: 1803.449707
	Iteration 8Q: 3 clusters Score -10200.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10203.408203 Penalty: 1803.449707
	Iteration 9Q: 3 clusters Score -10203.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10204.912109 Penalty: 1803.449707
	Iteration 10Q: 3 clusters Score -10204.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10204.912109 Penalty: 1803.449707
	Iteration 11F: 3 clusters Score -10204.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Entering Unmasked Estep 
Score: -5421066.500000 Penalty: 1729.373901
	Iteration 0F: 2 clusters Score -5421066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -5392921.500000 Penalty: 3458.747803
	Iteration 0F: 3 clusters Score -5392922 nChanged 19614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5403943.500000 Penalty: 3458.747803
	Iteration 1F: 3 clusters Score -5403944 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5404366.500000 Penalty: 3458.747803
	Iteration 2Q: 3 clusters Score -5404366 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -5404709.500000 Penalty: 3458.747803
	Iteration 3Q: 3 clusters Score -5404710 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -5405058.500000 Penalty: 3458.747803
	Iteration 4Q: 3 clusters Score -5405058 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5405538.500000 Penalty: 3458.747803
	Iteration 5Q: 3 clusters Score -5405538 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -5406139.500000 Penalty: 3458.747803
	Iteration 6Q: 3 clusters Score -5406140 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -5407005.500000 Penalty: 3458.747803
	Iteration 7Q: 3 clusters Score -5407006 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -5408159.000000 Penalty: 3458.747803
	Iteration 8Q: 3 clusters Score -5408159 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -5409632.500000 Penalty: 3458.747803
	Iteration 9F: 3 clusters Score -5409632 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -5411542.000000 Penalty: 3458.747803
	Iteration 10F: 3 clusters Score -5411542 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -5413541.000000 Penalty: 3458.747803
	Iteration 11F: 3 clusters Score -5413541 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -5415344.000000 Penalty: 3458.747803
	Iteration 12F: 3 clusters Score -5415344 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5416759.500000 Penalty: 3458.747803
	Iteration 13Q: 3 clusters Score -5416760 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5417755.000000 Penalty: 3458.747803
	Iteration 14Q: 3 clusters Score -5417755 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5418373.500000 Penalty: 3458.747803
	Iteration 15Q: 3 clusters Score -5418374 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5418811.500000 Penalty: 3458.747803
	Iteration 16Q: 3 clusters Score -5418812 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5419065.000000 Penalty: 3458.747803
	Iteration 17Q: 3 clusters Score -5419065 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5419236.000000 Penalty: 3458.747803
	Iteration 18Q: 3 clusters Score -5419236 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5419334.000000 Penalty: 3458.747803
	Iteration 19Q: 3 clusters Score -5419334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5419374.500000 Penalty: 3458.747803
	Iteration 20F: 3 clusters Score -5419374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5419398.000000 Penalty: 3458.747803
	Iteration 21Q: 3 clusters Score -5419398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5419420.000000 Penalty: 3458.747803
	Iteration 22Q: 3 clusters Score -5419420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5419439.000000 Penalty: 3458.747803
	Iteration 23Q: 3 clusters Score -5419439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5419453.000000 Penalty: 3458.747803
	Iteration 24Q: 3 clusters Score -5419453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5419465.000000 Penalty: 3458.747803
	Iteration 25Q: 3 clusters Score -5419465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5419471.500000 Penalty: 3458.747803
	Iteration 26Q: 3 clusters Score -5419472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5419485.000000 Penalty: 3458.747803
	Iteration 27Q: 3 clusters Score -5419485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5419485.500000 Penalty: 3458.747803
	Iteration 28Q: 3 clusters Score -5419486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5419493.000000 Penalty: 3458.747803
	Iteration 29Q: 3 clusters Score -5419493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5419496.500000 Penalty: 3458.747803
	Iteration 30Q: 3 clusters Score -5419496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5419503.000000 Penalty: 3458.747803
	Iteration 31Q: 3 clusters Score -5419503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5419512.000000 Penalty: 3458.747803
	Iteration 32Q: 3 clusters Score -5419512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5419523.500000 Penalty: 3458.747803
	Iteration 33Q: 3 clusters Score -5419524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5419531.500000 Penalty: 3458.747803
	Iteration 34Q: 3 clusters Score -5419532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5419530.500000 Penalty: 3458.747803
	Iteration 35Q: 3 clusters Score -5419530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5419543.000000 Penalty: 3458.747803
	Iteration 36Q: 3 clusters Score -5419543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5419551.000000 Penalty: 3458.747803
	Iteration 37Q: 3 clusters Score -5419551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5419569.500000 Penalty: 3458.747803
	Iteration 38Q: 3 clusters Score -5419570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5419579.500000 Penalty: 3458.747803
	Iteration 39Q: 3 clusters Score -5419580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5419584.000000 Penalty: 3458.747803
	Iteration 40F: 3 clusters Score -5419584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5419582.000000 Penalty: 3458.747803
	Iteration 41Q: 3 clusters Score -5419582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5419587.000000 Penalty: 3458.747803
	Iteration 42Q: 3 clusters Score -5419587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5419585.000000 Penalty: 3458.747803
	Iteration 43Q: 3 clusters Score -5419585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5419585.000000 Penalty: 3458.747803
	Iteration 44F: 3 clusters Score -5419585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Entering Unmasked Estep 
Score: -9292616.000000 Penalty: 1817.461670
	Iteration 0F: 2 clusters Score -9292616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -9244804.000000 Penalty: 3634.923340
	Iteration 0F: 3 clusters Score -9244804 nChanged 34484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -9264860.000000 Penalty: 3634.923340
	Iteration 1F: 3 clusters Score -9264860 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -9265600.000000 Penalty: 3634.923340
	Iteration 2Q: 3 clusters Score -9265600 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -9266447.000000 Penalty: 3634.923340
	Iteration 3Q: 3 clusters Score -9266447 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -9267706.000000 Penalty: 3634.923340
	Iteration 4Q: 3 clusters Score -9267706 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -9269749.000000 Penalty: 3634.923340
	Iteration 5Q: 3 clusters Score -9269749 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -9272849.000000 Penalty: 3634.923340
	Iteration 6F: 3 clusters Score -9272849 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -9277106.000000 Penalty: 3634.923340
	Iteration 7F: 3 clusters Score -9277106 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -9281655.000000 Penalty: 3634.923340
	Iteration 8F: 3 clusters Score -9281655 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -9285473.000000 Penalty: 3634.923340
	Iteration 9F: 3 clusters Score -9285473 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -9287982.000000 Penalty: 3634.923340
	Iteration 10Q: 3 clusters Score -9287982 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9289467.000000 Penalty: 3634.923340
	Iteration 11Q: 3 clusters Score -9289467 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9290169.000000 Penalty: 3634.923340
	Iteration 12Q: 3 clusters Score -9290169 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9290551.000000 Penalty: 3634.923340
	Iteration 13Q: 3 clusters Score -9290551 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9290728.000000 Penalty: 3634.923340
	Iteration 14Q: 3 clusters Score -9290728 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9290831.000000 Penalty: 3634.923340
	Iteration 15Q: 3 clusters Score -9290831 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9290911.000000 Penalty: 3634.923340
	Iteration 16Q: 3 clusters Score -9290911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9290949.000000 Penalty: 3634.923340
	Iteration 17Q: 3 clusters Score -9290949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9290965.000000 Penalty: 3634.923340
	Iteration 18Q: 3 clusters Score -9290965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9290998.000000 Penalty: 3634.923340
	Iteration 19Q: 3 clusters Score -9290998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9291012.000000 Penalty: 3634.923340
	Iteration 20F: 3 clusters Score -9291012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9291015.000000 Penalty: 3634.923340
	Iteration 21Q: 3 clusters Score -9291015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9291026.000000 Penalty: 3634.923340
	Iteration 22Q: 3 clusters Score -9291026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9291048.000000 Penalty: 3634.923340
	Iteration 23Q: 3 clusters Score -9291048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9291059.000000 Penalty: 3634.923340
	Iteration 24Q: 3 clusters Score -9291059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9291059.000000 Penalty: 3634.923340
	Iteration 25Q: 3 clusters Score -9291059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9291081.000000 Penalty: 3634.923340
	Iteration 26Q: 3 clusters Score -9291081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9291086.000000 Penalty: 3634.923340
	Iteration 27Q: 3 clusters Score -9291086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9291091.000000 Penalty: 3634.923340
	Iteration 28Q: 3 clusters Score -9291091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9291096.000000 Penalty: 3634.923340
	Iteration 29Q: 3 clusters Score -9291096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9291094.000000 Penalty: 3634.923340
	Iteration 30Q: 3 clusters Score -9291094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9291098.000000 Penalty: 3634.923340
	Iteration 31Q: 3 clusters Score -9291098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9291097.000000 Penalty: 3634.923340
	Iteration 32Q: 3 clusters Score -9291097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9291097.000000 Penalty: 3634.923340
	Iteration 33F: 3 clusters Score -9291097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Entering Unmasked Estep 
Score: -2809725.250000 Penalty: 1622.782959
	Iteration 0F: 2 clusters Score -2809725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2794970.750000 Penalty: 3245.565918
	Iteration 0F: 3 clusters Score -2794971 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2800543.750000 Penalty: 3245.565918
	Iteration 1F: 3 clusters Score -2800544 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2800972.500000 Penalty: 3245.565918
	Iteration 2F: 3 clusters Score -2800972 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2801352.000000 Penalty: 3245.565918
	Iteration 3Q: 3 clusters Score -2801352 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2801769.500000 Penalty: 3245.565918
	Iteration 4Q: 3 clusters Score -2801770 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2802195.500000 Penalty: 3245.565918
	Iteration 5Q: 3 clusters Score -2802196 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2802662.250000 Penalty: 3245.565918
	Iteration 6Q: 3 clusters Score -2802662 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2803238.500000 Penalty: 3245.565918
	Iteration 7Q: 3 clusters Score -2803238 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2803878.500000 Penalty: 3245.565918
	Iteration 8Q: 3 clusters Score -2803878 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2804604.250000 Penalty: 3245.565918
	Iteration 9F: 3 clusters Score -2804604 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2805213.250000 Penalty: 3245.565918
	Iteration 10Q: 3 clusters Score -2805213 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2805642.750000 Penalty: 3245.565918
	Iteration 11Q: 3 clusters Score -2805643 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2805842.500000 Penalty: 3245.565918
	Iteration 12Q: 3 clusters Score -2805842 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2805957.250000 Penalty: 3245.565918
	Iteration 13Q: 3 clusters Score -2805957 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2806038.000000 Penalty: 3245.565918
	Iteration 14Q: 3 clusters Score -2806038 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2806134.250000 Penalty: 3245.565918
	Iteration 15Q: 3 clusters Score -2806134 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2806189.000000 Penalty: 3245.565918
	Iteration 16Q: 3 clusters Score -2806189 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2806219.500000 Penalty: 3245.565918
	Iteration 17Q: 3 clusters Score -2806220 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2806254.750000 Penalty: 3245.565918
	Iteration 18Q: 3 clusters Score -2806255 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2806295.500000 Penalty: 3245.565918
	Iteration 19Q: 3 clusters Score -2806296 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2806348.750000 Penalty: 3245.565918
	Iteration 20F: 3 clusters Score -2806349 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2806405.250000 Penalty: 3245.565918
	Iteration 21Q: 3 clusters Score -2806405 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2806458.750000 Penalty: 3245.565918
	Iteration 22Q: 3 clusters Score -2806459 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2806507.250000 Penalty: 3245.565918
	Iteration 23Q: 3 clusters Score -2806507 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2806543.250000 Penalty: 3245.565918
	Iteration 24Q: 3 clusters Score -2806543 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2806603.500000 Penalty: 3245.565918
	Iteration 25Q: 3 clusters Score -2806604 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2806640.250000 Penalty: 3245.565918
	Iteration 26Q: 3 clusters Score -2806640 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2806680.000000 Penalty: 3245.565918
	Iteration 27Q: 3 clusters Score -2806680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2806710.250000 Penalty: 3245.565918
	Iteration 28Q: 3 clusters Score -2806710 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2806722.250000 Penalty: 3245.565918
	Iteration 29Q: 3 clusters Score -2806722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2806746.250000 Penalty: 3245.565918
	Iteration 30Q: 3 clusters Score -2806746 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2806774.500000 Penalty: 3245.565918
	Iteration 31Q: 3 clusters Score -2806774 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2806796.000000 Penalty: 3245.565918
	Iteration 32Q: 3 clusters Score -2806796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2806812.750000 Penalty: 3245.565918
	Iteration 33Q: 3 clusters Score -2806813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2806817.500000 Penalty: 3245.565918
	Iteration 34Q: 3 clusters Score -2806818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2806824.500000 Penalty: 3245.565918
	Iteration 35Q: 3 clusters Score -2806824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2806824.500000 Penalty: 3245.565918
	Iteration 36Q: 3 clusters Score -2806824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2806838.000000 Penalty: 3245.565918
	Iteration 37Q: 3 clusters Score -2806838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2806844.500000 Penalty: 3245.565918
	Iteration 38Q: 3 clusters Score -2806844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2806845.500000 Penalty: 3245.565918
	Iteration 39Q: 3 clusters Score -2806846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2806843.750000 Penalty: 3245.565918
	Iteration 40F: 3 clusters Score -2806844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2806853.000000 Penalty: 3245.565918
	Iteration 41Q: 3 clusters Score -2806853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2806855.250000 Penalty: 3245.565918
	Iteration 42Q: 3 clusters Score -2806855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2806857.250000 Penalty: 3245.565918
	Iteration 43Q: 3 clusters Score -2806857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2806855.000000 Penalty: 3245.565918
	Iteration 44Q: 3 clusters Score -2806855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2806858.500000 Penalty: 3245.565918
	Iteration 45Q: 3 clusters Score -2806858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2806855.500000 Penalty: 3245.565918
	Iteration 46Q: 3 clusters Score -2806856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2806861.750000 Penalty: 3245.565918
	Iteration 47Q: 3 clusters Score -2806862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2806863.500000 Penalty: 3245.565918
	Iteration 48Q: 3 clusters Score -2806864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2806861.750000 Penalty: 3245.565918
	Iteration 49Q: 3 clusters Score -2806862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2806865.000000 Penalty: 3245.565918
	Iteration 50Q: 3 clusters Score -2806865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2806866.750000 Penalty: 3245.565918
	Iteration 51Q: 3 clusters Score -2806867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2806864.750000 Penalty: 3245.565918
	Iteration 52Q: 3 clusters Score -2806865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2806859.750000 Penalty: 3245.565918
	Iteration 53Q: 3 clusters Score -2806860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2806858.000000 Penalty: 3245.565918
	Iteration 54Q: 3 clusters Score -2806858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2806854.250000 Penalty: 3245.565918
	Iteration 55Q: 3 clusters Score -2806854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2806857.500000 Penalty: 3245.565918
	Iteration 56Q: 3 clusters Score -2806858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2806861.250000 Penalty: 3245.565918
	Iteration 57Q: 3 clusters Score -2806861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2806867.250000 Penalty: 3245.565918
	Iteration 58Q: 3 clusters Score -2806867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2806866.000000 Penalty: 3245.565918
	Iteration 59Q: 3 clusters Score -2806866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2806871.750000 Penalty: 3245.565918
	Iteration 60F: 3 clusters Score -2806872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2806870.500000 Penalty: 3245.565918
	Iteration 61Q: 3 clusters Score -2806870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2806869.250000 Penalty: 3245.565918
	Iteration 62Q: 3 clusters Score -2806869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2806875.000000 Penalty: 3245.565918
	Iteration 63Q: 3 clusters Score -2806875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2806872.250000 Penalty: 3245.565918
	Iteration 64Q: 3 clusters Score -2806872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2806875.000000 Penalty: 3245.565918
	Iteration 65Q: 3 clusters Score -2806875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2806874.500000 Penalty: 3245.565918
	Iteration 66Q: 3 clusters Score -2806874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2806878.750000 Penalty: 3245.565918
	Iteration 67Q: 3 clusters Score -2806879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2806876.250000 Penalty: 3245.565918
	Iteration 68Q: 3 clusters Score -2806876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2806872.750000 Penalty: 3245.565918
	Iteration 69Q: 3 clusters Score -2806873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2806873.500000 Penalty: 3245.565918
	Iteration 70Q: 3 clusters Score -2806874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2806873.500000 Penalty: 3245.565918
	Iteration 71F: 3 clusters Score -2806874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -27045.466797 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -27045.47 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: -26244.644531 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -26244.64 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26701.806641 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -26701.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26918.451172 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -26918.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27079.033203 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -27079.03 nChanged 17
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: -27166.546875 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -27166.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27258.871094 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -27258.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27315.179688 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -27315.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27363.560547 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -27363.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27404.697266 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -27404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27451.177734 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -27451.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27475.017578 Penalty: 1928.840576
	Iteration 10Q: 3 clusters Score -27475.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27475.017578 Penalty: 1928.840576
	Iteration 11F: 3 clusters Score -27475.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10687 members 
Mstep: Class 3 contains 93853 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14755 members 
Mstep: Class 8 contains 20263 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45800 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41869 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 15 contains 71997 members 
Mstep: Class 16 contains 21728 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 106009 members 
Mstep: Class 19 contains 81655 members 
Mstep: Class 20 contains 31677 members 
Entering Unmasked Estep 
Score: -69533232.000000 Penalty: 40818.515625
Splitting cluster 17 changes total score from -69534016.000000 to -69533232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (106009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106009 members 
Entering Unmasked Estep 
Score: -13575179.000000 Penalty: 1880.332886
	Iteration 0F: 2 clusters Score -1.357518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -13506667.000000 Penalty: 3760.665771
	Iteration 0F: 3 clusters Score -1.350667e+07 nChanged 50853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -13536737.000000 Penalty: 3760.665771
	Iteration 1F: 3 clusters Score -1.353674e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -13538079.000000 Penalty: 3760.665771
	Iteration 2Q: 3 clusters Score -1.353808e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -13539765.000000 Penalty: 3760.665771
	Iteration 3Q: 3 clusters Score -1.353976e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -13541727.000000 Penalty: 3760.665771
	Iteration 4Q: 3 clusters Score -1.354173e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -13544194.000000 Penalty: 3760.665771
	Iteration 5F: 3 clusters Score -1.354419e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -13547502.000000 Penalty: 3760.665771
	Iteration 6F: 3 clusters Score -1.35475e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -13551646.000000 Penalty: 3760.665771
	Iteration 7F: 3 clusters Score -1.355165e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -13556531.000000 Penalty: 3760.665771
	Iteration 8F: 3 clusters Score -1.355653e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -13561146.000000 Penalty: 3760.665771
	Iteration 9F: 3 clusters Score -1.356115e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -13564097.000000 Penalty: 3760.665771
	Iteration 10Q: 3 clusters Score -1.35641e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -13565973.000000 Penalty: 3760.665771
	Iteration 11Q: 3 clusters Score -1.356597e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -13567277.000000 Penalty: 3760.665771
	Iteration 12Q: 3 clusters Score -1.356728e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -13568335.000000 Penalty: 3760.665771
	Iteration 13Q: 3 clusters Score -1.356834e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -13569277.000000 Penalty: 3760.665771
	Iteration 14Q: 3 clusters Score -1.356928e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 82452 members 
Entering Unmasked Estep 
Score: -13570046.000000 Penalty: 3760.665771
	Iteration 15Q: 3 clusters Score -1.357005e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -13570691.000000 Penalty: 3760.665771
	Iteration 16Q: 3 clusters Score -1.357069e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -13571174.000000 Penalty: 3760.665771
	Iteration 17Q: 3 clusters Score -1.357117e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -13571579.000000 Penalty: 3760.665771
	Iteration 18Q: 3 clusters Score -1.357158e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 87417 members 
Entering Unmasked Estep 
Score: -13571927.000000 Penalty: 3760.665771
	Iteration 19Q: 3 clusters Score -1.357193e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -13572330.000000 Penalty: 3760.665771
	Iteration 20F: 3 clusters Score -1.357233e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -13572571.000000 Penalty: 3760.665771
	Iteration 21Q: 3 clusters Score -1.357257e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -13572821.000000 Penalty: 3760.665771
	Iteration 22Q: 3 clusters Score -1.357282e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -13572949.000000 Penalty: 3760.665771
	Iteration 23Q: 3 clusters Score -1.357295e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -13573113.000000 Penalty: 3760.665771
	Iteration 24Q: 3 clusters Score -1.357311e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -13573317.000000 Penalty: 3760.665771
	Iteration 25Q: 3 clusters Score -1.357332e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -13573529.000000 Penalty: 3760.665771
	Iteration 26Q: 3 clusters Score -1.357353e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 93363 members 
Entering Unmasked Estep 
Score: -13573644.000000 Penalty: 3760.665771
	Iteration 27Q: 3 clusters Score -1.357364e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -13573720.000000 Penalty: 3760.665771
	Iteration 28Q: 3 clusters Score -1.357372e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 94373 members 
Entering Unmasked Estep 
Score: -13573801.000000 Penalty: 3760.665771
	Iteration 29Q: 3 clusters Score -1.35738e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -13573903.000000 Penalty: 3760.665771
	Iteration 30Q: 3 clusters Score -1.35739e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 95146 members 
Entering Unmasked Estep 
Score: -13573988.000000 Penalty: 3760.665771
	Iteration 31Q: 3 clusters Score -1.357399e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -13574030.000000 Penalty: 3760.665771
	Iteration 32Q: 3 clusters Score -1.357403e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 95754 members 
Entering Unmasked Estep 
Score: -13574095.000000 Penalty: 3760.665771
	Iteration 33Q: 3 clusters Score -1.35741e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -13574149.000000 Penalty: 3760.665771
	Iteration 34Q: 3 clusters Score -1.357415e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -13574207.000000 Penalty: 3760.665771
	Iteration 35Q: 3 clusters Score -1.357421e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -13574242.000000 Penalty: 3760.665771
	Iteration 36Q: 3 clusters Score -1.357424e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 96709 members 
Entering Unmasked Estep 
Score: -13574275.000000 Penalty: 3760.665771
	Iteration 37Q: 3 clusters Score -1.357428e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -13574308.000000 Penalty: 3760.665771
	Iteration 38Q: 3 clusters Score -1.357431e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -13574274.000000 Penalty: 3760.665771
	Iteration 39Q: 3 clusters Score -1.357427e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 97233 members 
Entering Unmasked Estep 
Score: -13574277.000000 Penalty: 3760.665771
	Iteration 40F: 3 clusters Score -1.357428e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 97393 members 
Entering Unmasked Estep 
Score: -13574296.000000 Penalty: 3760.665771
	Iteration 41Q: 3 clusters Score -1.35743e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -13574296.000000 Penalty: 3760.665771
	Iteration 42Q: 3 clusters Score -1.35743e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 97662 members 
Entering Unmasked Estep 
Score: -13574327.000000 Penalty: 3760.665771
	Iteration 43Q: 3 clusters Score -1.357433e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -13574341.000000 Penalty: 3760.665771
	Iteration 44Q: 3 clusters Score -1.357434e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -13574361.000000 Penalty: 3760.665771
	Iteration 45Q: 3 clusters Score -1.357436e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -13574380.000000 Penalty: 3760.665771
	Iteration 46Q: 3 clusters Score -1.357438e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 98061 members 
Entering Unmasked Estep 
Score: -13574395.000000 Penalty: 3760.665771
	Iteration 47Q: 3 clusters Score -1.35744e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -13574406.000000 Penalty: 3760.665771
	Iteration 48Q: 3 clusters Score -1.357441e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -13574401.000000 Penalty: 3760.665771
	Iteration 49Q: 3 clusters Score -1.35744e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -13574416.000000 Penalty: 3760.665771
	Iteration 50Q: 3 clusters Score -1.357442e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -13574417.000000 Penalty: 3760.665771
	Iteration 51Q: 3 clusters Score -1.357442e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -13574399.000000 Penalty: 3760.665771
	Iteration 52Q: 3 clusters Score -1.35744e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -13574413.000000 Penalty: 3760.665771
	Iteration 53Q: 3 clusters Score -1.357441e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -13574424.000000 Penalty: 3760.665771
	Iteration 54Q: 3 clusters Score -1.357442e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 98675 members 
Entering Unmasked Estep 
Score: -13574421.000000 Penalty: 3760.665771
	Iteration 55Q: 3 clusters Score -1.357442e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 98739 members 
Entering Unmasked Estep 
Score: -13574431.000000 Penalty: 3760.665771
	Iteration 56Q: 3 clusters Score -1.357443e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 98790 members 
Entering Unmasked Estep 
Score: -13574428.000000 Penalty: 3760.665771
	Iteration 57Q: 3 clusters Score -1.357443e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -13574425.000000 Penalty: 3760.665771
	Iteration 58Q: 3 clusters Score -1.357442e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 98896 members 
Entering Unmasked Estep 
Score: -13574432.000000 Penalty: 3760.665771
	Iteration 59Q: 3 clusters Score -1.357443e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 98945 members 
Entering Unmasked Estep 
Score: -13574449.000000 Penalty: 3760.665771
	Iteration 60F: 3 clusters Score -1.357445e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 98990 members 
Entering Unmasked Estep 
Score: -13574433.000000 Penalty: 3760.665771
	Iteration 61Q: 3 clusters Score -1.357443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 99025 members 
Entering Unmasked Estep 
Score: -13574442.000000 Penalty: 3760.665771
	Iteration 62Q: 3 clusters Score -1.357444e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -13574472.000000 Penalty: 3760.665771
	Iteration 63Q: 3 clusters Score -1.357447e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -13574489.000000 Penalty: 3760.665771
	Iteration 64Q: 3 clusters Score -1.357449e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -13574492.000000 Penalty: 3760.665771
	Iteration 65Q: 3 clusters Score -1.357449e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -13574490.000000 Penalty: 3760.665771
	Iteration 66Q: 3 clusters Score -1.357449e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -13574497.000000 Penalty: 3760.665771
	Iteration 67Q: 3 clusters Score -1.35745e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -13574481.000000 Penalty: 3760.665771
	Iteration 68Q: 3 clusters Score -1.357448e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -13574498.000000 Penalty: 3760.665771
	Iteration 69Q: 3 clusters Score -1.35745e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 99347 members 
Entering Unmasked Estep 
Score: -13574500.000000 Penalty: 3760.665771
	Iteration 70Q: 3 clusters Score -1.35745e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -13574496.000000 Penalty: 3760.665771
	Iteration 71Q: 3 clusters Score -1.35745e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -13574498.000000 Penalty: 3760.665771
	Iteration 72Q: 3 clusters Score -1.35745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -13574501.000000 Penalty: 3760.665771
	Iteration 73Q: 3 clusters Score -1.35745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 99502 members 
Entering Unmasked Estep 
Score: -13574515.000000 Penalty: 3760.665771
	Iteration 74Q: 3 clusters Score -1.357452e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 99545 members 
Entering Unmasked Estep 
Score: -13574515.000000 Penalty: 3760.665771
	Iteration 75Q: 3 clusters Score -1.357452e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -13574519.000000 Penalty: 3760.665771
	Iteration 76Q: 3 clusters Score -1.357452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -13574528.000000 Penalty: 3760.665771
	Iteration 77Q: 3 clusters Score -1.357453e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -13574511.000000 Penalty: 3760.665771
	Iteration 78Q: 3 clusters Score -1.357451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
Score: -13574505.000000 Penalty: 3760.665771
	Iteration 79Q: 3 clusters Score -1.35745e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -13574513.000000 Penalty: 3760.665771
	Iteration 80F: 3 clusters Score -1.357451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 99796 members 
Entering Unmasked Estep 
Score: -13574529.000000 Penalty: 3760.665771
	Iteration 81Q: 3 clusters Score -1.357453e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 99845 members 
Entering Unmasked Estep 
Score: -13574545.000000 Penalty: 3760.665771
	Iteration 82Q: 3 clusters Score -1.357454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 99898 members 
Entering Unmasked Estep 
Score: -13574551.000000 Penalty: 3760.665771
	Iteration 83Q: 3 clusters Score -1.357455e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -13574559.000000 Penalty: 3760.665771
	Iteration 84Q: 3 clusters Score -1.357456e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -13574571.000000 Penalty: 3760.665771
	Iteration 85Q: 3 clusters Score -1.357457e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -13574563.000000 Penalty: 3760.665771
	Iteration 86Q: 3 clusters Score -1.357456e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 100100 members 
Entering Unmasked Estep 
Score: -13574585.000000 Penalty: 3760.665771
	Iteration 87Q: 3 clusters Score -1.357458e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
Score: -13574569.000000 Penalty: 3760.665771
	Iteration 88Q: 3 clusters Score -1.357457e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 100184 members 
Entering Unmasked Estep 
Score: -13574574.000000 Penalty: 3760.665771
	Iteration 89Q: 3 clusters Score -1.357457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 100216 members 
Entering Unmasked Estep 
Score: -13574569.000000 Penalty: 3760.665771
	Iteration 90Q: 3 clusters Score -1.357457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -13574556.000000 Penalty: 3760.665771
	Iteration 91Q: 3 clusters Score -1.357456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 100274 members 
Entering Unmasked Estep 
Score: -13574547.000000 Penalty: 3760.665771
	Iteration 92Q: 3 clusters Score -1.357455e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 100301 members 
Entering Unmasked Estep 
Score: -13574545.000000 Penalty: 3760.665771
	Iteration 93Q: 3 clusters Score -1.357454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -13574548.000000 Penalty: 3760.665771
	Iteration 94Q: 3 clusters Score -1.357455e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -13574544.000000 Penalty: 3760.665771
	Iteration 95Q: 3 clusters Score -1.357454e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -13574551.000000 Penalty: 3760.665771
	Iteration 96Q: 3 clusters Score -1.357455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 100383 members 
Entering Unmasked Estep 
Score: -13574549.000000 Penalty: 3760.665771
	Iteration 97Q: 3 clusters Score -1.357455e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 100405 members 
Entering Unmasked Estep 
Score: -13574561.000000 Penalty: 3760.665771
	Iteration 98Q: 3 clusters Score -1.357456e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -13574562.000000 Penalty: 3760.665771
	Iteration 99Q: 3 clusters Score -1.357456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -13574563.000000 Penalty: 3760.665771
	Iteration 100F: 3 clusters Score -1.357456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -13574559.000000 Penalty: 3760.665771
	Iteration 101Q: 3 clusters Score -1.357456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -13574547.000000 Penalty: 3760.665771
	Iteration 102Q: 3 clusters Score -1.357455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -13574551.000000 Penalty: 3760.665771
	Iteration 103Q: 3 clusters Score -1.357455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 100505 members 
Entering Unmasked Estep 
Score: -13574550.000000 Penalty: 3760.665771
	Iteration 104Q: 3 clusters Score -1.357455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -13574539.000000 Penalty: 3760.665771
	Iteration 105Q: 3 clusters Score -1.357454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 100517 members 
Entering Unmasked Estep 
Score: -13574543.000000 Penalty: 3760.665771
	Iteration 106Q: 3 clusters Score -1.357454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -13574554.000000 Penalty: 3760.665771
	Iteration 107Q: 3 clusters Score -1.357455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 100525 members 
Entering Unmasked Estep 
Score: -13574549.000000 Penalty: 3760.665771
	Iteration 108Q: 3 clusters Score -1.357455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 100526 members 
Entering Unmasked Estep 
Score: -13574551.000000 Penalty: 3760.665771
	Iteration 109Q: 3 clusters Score -1.357455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 100526 members 
Entering Unmasked Estep 
Score: -13574551.000000 Penalty: 3760.665771
	Iteration 110F: 3 clusters Score -1.357455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Entering Unmasked Estep 
Score: -10519093.000000 Penalty: 1837.916870
	Iteration 0F: 2 clusters Score -1.051909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -10465816.000000 Penalty: 3675.833740
	Iteration 0F: 3 clusters Score -1.046582e+07 nChanged 38906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -10488536.000000 Penalty: 3675.833740
	Iteration 1F: 3 clusters Score -1.048854e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -10489494.000000 Penalty: 3675.833740
	Iteration 2Q: 3 clusters Score -1.048949e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -10491285.000000 Penalty: 3675.833740
	Iteration 3Q: 3 clusters Score -1.049128e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -10494383.000000 Penalty: 3675.833740
	Iteration 4F: 3 clusters Score -1.049438e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -10499728.000000 Penalty: 3675.833740
	Iteration 5F: 3 clusters Score -1.049973e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -10506937.000000 Penalty: 3675.833740
	Iteration 6F: 3 clusters Score -1.050694e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -10513091.000000 Penalty: 3675.833740
	Iteration 7F: 3 clusters Score -1.051309e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10516099.000000 Penalty: 3675.833740
	Iteration 8Q: 3 clusters Score -1.05161e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10517116.000000 Penalty: 3675.833740
	Iteration 9Q: 3 clusters Score -1.051712e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10517396.000000 Penalty: 3675.833740
	Iteration 10Q: 3 clusters Score -1.05174e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10517482.000000 Penalty: 3675.833740
	Iteration 11Q: 3 clusters Score -1.051748e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10517544.000000 Penalty: 3675.833740
	Iteration 12Q: 3 clusters Score -1.051754e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10517606.000000 Penalty: 3675.833740
	Iteration 13Q: 3 clusters Score -1.051761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10517614.000000 Penalty: 3675.833740
	Iteration 14Q: 3 clusters Score -1.051761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10517644.000000 Penalty: 3675.833740
	Iteration 15Q: 3 clusters Score -1.051764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10517666.000000 Penalty: 3675.833740
	Iteration 16Q: 3 clusters Score -1.051767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10517676.000000 Penalty: 3675.833740
	Iteration 17Q: 3 clusters Score -1.051768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10517685.000000 Penalty: 3675.833740
	Iteration 18Q: 3 clusters Score -1.051768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10517688.000000 Penalty: 3675.833740
	Iteration 19Q: 3 clusters Score -1.051769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10517681.000000 Penalty: 3675.833740
	Iteration 20F: 3 clusters Score -1.051768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10517683.000000 Penalty: 3675.833740
	Iteration 21Q: 3 clusters Score -1.051768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10517683.000000 Penalty: 3675.833740
	Iteration 22Q: 3 clusters Score -1.051768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10517680.000000 Penalty: 3675.833740
	Iteration 23Q: 3 clusters Score -1.051768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10517680.000000 Penalty: 3675.833740
	Iteration 24Q: 3 clusters Score -1.051768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10517680.000000 Penalty: 3675.833740
	Iteration 25F: 3 clusters Score -1.051768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Entering Unmasked Estep 
Score: -4089954.750000 Penalty: 1684.043701
	Iteration 0F: 2 clusters Score -4089955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4068721.000000 Penalty: 3368.087402
	Iteration 0F: 3 clusters Score -4068721 nChanged 14641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -4076945.500000 Penalty: 3368.087402
	Iteration 1F: 3 clusters Score -4076946 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4077717.250000 Penalty: 3368.087402
	Iteration 2F: 3 clusters Score -4077717 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -4078724.750000 Penalty: 3368.087402
	Iteration 3F: 3 clusters Score -4078725 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -4080208.250000 Penalty: 3368.087402
	Iteration 4F: 3 clusters Score -4080208 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -4082335.000000 Penalty: 3368.087402
	Iteration 5F: 3 clusters Score -4082335 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -4084709.750000 Penalty: 3368.087402
	Iteration 6F: 3 clusters Score -4084710 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -4086584.500000 Penalty: 3368.087402
	Iteration 7F: 3 clusters Score -4086584 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -4087635.250000 Penalty: 3368.087402
	Iteration 8Q: 3 clusters Score -4087635 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4088127.500000 Penalty: 3368.087402
	Iteration 9Q: 3 clusters Score -4088128 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -4088352.000000 Penalty: 3368.087402
	Iteration 10Q: 3 clusters Score -4088352 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -4088497.750000 Penalty: 3368.087402
	Iteration 11Q: 3 clusters Score -4088498 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -4088584.500000 Penalty: 3368.087402
	Iteration 12Q: 3 clusters Score -4088584 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -4088635.250000 Penalty: 3368.087402
	Iteration 13Q: 3 clusters Score -4088635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -4088660.000000 Penalty: 3368.087402
	Iteration 14Q: 3 clusters Score -4088660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -4088686.500000 Penalty: 3368.087402
	Iteration 15Q: 3 clusters Score -4088686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -4088703.750000 Penalty: 3368.087402
	Iteration 16Q: 3 clusters Score -4088704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -4088710.500000 Penalty: 3368.087402
	Iteration 17Q: 3 clusters Score -4088710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4088715.500000 Penalty: 3368.087402
	Iteration 18Q: 3 clusters Score -4088716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4088725.750000 Penalty: 3368.087402
	Iteration 19Q: 3 clusters Score -4088726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4088731.750000 Penalty: 3368.087402
	Iteration 20F: 3 clusters Score -4088732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4088739.000000 Penalty: 3368.087402
	Iteration 21Q: 3 clusters Score -4088739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4088736.250000 Penalty: 3368.087402
	Iteration 22Q: 3 clusters Score -4088736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -4088732.250000 Penalty: 3368.087402
	Iteration 23Q: 3 clusters Score -4088732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -4088740.250000 Penalty: 3368.087402
	Iteration 24Q: 3 clusters Score -4088740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4088743.250000 Penalty: 3368.087402
	Iteration 25Q: 3 clusters Score -4088743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4088741.500000 Penalty: 3368.087402
	Iteration 26Q: 3 clusters Score -4088742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -4088745.250000 Penalty: 3368.087402
	Iteration 27Q: 3 clusters Score -4088745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -4088745.250000 Penalty: 3368.087402
	Iteration 28F: 3 clusters Score -4088745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10687 members 
Mstep: Class 3 contains 93853 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14755 members 
Mstep: Class 8 contains 20263 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45800 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41869 members 
Mstep: Class 15 contains 71997 members 
Mstep: Class 16 contains 21728 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 106009 members 
Mstep: Class 19 contains 81655 members 
Mstep: Class 20 contains 31677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533976.000000 Penalty: 38670.171875
Iteration 159Q: 19 clusters Score -6.953398e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 93850 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14754 members 
Mstep: Class 8 contains 20268 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45797 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41890 members 
Mstep: Class 15 contains 72001 members 
Mstep: Class 16 contains 21727 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105998 members 
Mstep: Class 19 contains 81650 members 
Mstep: Class 20 contains 31667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534024.000000 Penalty: 38670.171875
Iteration 160F: 19 clusters Score -6.953402e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 93841 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14755 members 
Mstep: Class 8 contains 20273 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45797 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41918 members 
Mstep: Class 15 contains 72001 members 
Mstep: Class 16 contains 21731 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105980 members 
Mstep: Class 19 contains 81643 members 
Mstep: Class 20 contains 31660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534032.000000 Penalty: 38670.171875
Iteration 161Q: 19 clusters Score -6.953403e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 93829 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14758 members 
Mstep: Class 8 contains 20279 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45795 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41945 members 
Mstep: Class 15 contains 72007 members 
Mstep: Class 16 contains 21733 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105964 members 
Mstep: Class 19 contains 81643 members 
Mstep: Class 20 contains 31647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534072.000000 Penalty: 38670.171875
Iteration 162Q: 19 clusters Score -6.953407e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 93821 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14758 members 
Mstep: Class 8 contains 20284 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 45791 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41965 members 
Mstep: Class 15 contains 72012 members 
Mstep: Class 16 contains 21733 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105954 members 
Mstep: Class 19 contains 81648 members 
Mstep: Class 20 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534048.000000 Penalty: 38670.171875
Iteration 163Q: 19 clusters Score -6.953405e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 93815 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14759 members 
Mstep: Class 8 contains 20287 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45789 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 41985 members 
Mstep: Class 15 contains 72020 members 
Mstep: Class 16 contains 21729 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105943 members 
Mstep: Class 19 contains 81645 members 
Mstep: Class 20 contains 31625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534096.000000 Penalty: 38670.171875
Iteration 164Q: 19 clusters Score -6.95341e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 93801 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14757 members 
Mstep: Class 8 contains 20290 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45787 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42011 members 
Mstep: Class 15 contains 72027 members 
Mstep: Class 16 contains 21730 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105933 members 
Mstep: Class 19 contains 81646 members 
Mstep: Class 20 contains 31615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534056.000000 Penalty: 38670.171875
Iteration 165Q: 19 clusters Score -6.953406e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 93783 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14755 members 
Mstep: Class 8 contains 20291 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45785 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42024 members 
Mstep: Class 15 contains 72037 members 
Mstep: Class 16 contains 21728 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105938 members 
Mstep: Class 19 contains 81651 members 
Mstep: Class 20 contains 31604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534072.000000 Penalty: 38670.171875
Iteration 166Q: 19 clusters Score -6.953407e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 93773 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14755 members 
Mstep: Class 8 contains 20296 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45783 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42035 members 
Mstep: Class 15 contains 72040 members 
Mstep: Class 16 contains 21728 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105938 members 
Mstep: Class 19 contains 81654 members 
Mstep: Class 20 contains 31596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534056.000000 Penalty: 38670.171875
Iteration 167Q: 19 clusters Score -6.953406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 93764 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14753 members 
Mstep: Class 8 contains 20293 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45784 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42055 members 
Mstep: Class 15 contains 72046 members 
Mstep: Class 16 contains 21729 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105931 members 
Mstep: Class 19 contains 81653 members 
Mstep: Class 20 contains 31590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534064.000000 Penalty: 38670.171875
Iteration 168Q: 19 clusters Score -6.953406e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 93757 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14755 members 
Mstep: Class 8 contains 20296 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45785 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42080 members 
Mstep: Class 15 contains 72047 members 
Mstep: Class 16 contains 21729 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105919 members 
Mstep: Class 19 contains 81649 members 
Mstep: Class 20 contains 31581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534048.000000 Penalty: 38670.171875
Iteration 169Q: 19 clusters Score -6.953405e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 93747 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14759 members 
Mstep: Class 8 contains 20299 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45785 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42112 members 
Mstep: Class 15 contains 72047 members 
Mstep: Class 16 contains 21729 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105904 members 
Mstep: Class 19 contains 81643 members 
Mstep: Class 20 contains 31572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534072.000000 Penalty: 38670.171875
Iteration 170Q: 19 clusters Score -6.953407e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 93741 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14760 members 
Mstep: Class 8 contains 20299 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45786 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42139 members 
Mstep: Class 15 contains 72049 members 
Mstep: Class 16 contains 21731 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105889 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 31564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534040.000000 Penalty: 38670.171875
Iteration 171Q: 19 clusters Score -6.953404e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 93740 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14762 members 
Mstep: Class 8 contains 20306 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45786 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42160 members 
Mstep: Class 15 contains 72048 members 
Mstep: Class 16 contains 21732 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105874 members 
Mstep: Class 19 contains 81633 members 
Mstep: Class 20 contains 31553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534064.000000 Penalty: 38670.171875
Iteration 172Q: 19 clusters Score -6.953406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 93738 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14762 members 
Mstep: Class 8 contains 20310 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45788 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42174 members 
Mstep: Class 15 contains 72051 members 
Mstep: Class 16 contains 21730 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105863 members 
Mstep: Class 19 contains 81630 members 
Mstep: Class 20 contains 31546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534104.000000 Penalty: 38670.171875
Iteration 173Q: 19 clusters Score -6.95341e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 93733 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14765 members 
Mstep: Class 8 contains 20315 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45793 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42195 members 
Mstep: Class 15 contains 72045 members 
Mstep: Class 16 contains 21726 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105861 members 
Mstep: Class 19 contains 81623 members 
Mstep: Class 20 contains 31534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534064.000000 Penalty: 38670.171875
Iteration 174Q: 19 clusters Score -6.953406e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 93728 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14765 members 
Mstep: Class 8 contains 20320 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45794 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42214 members 
Mstep: Class 15 contains 72044 members 
Mstep: Class 16 contains 21727 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105858 members 
Mstep: Class 19 contains 81615 members 
Mstep: Class 20 contains 31523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 175Q: 19 clusters Score -6.953409e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 93728 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14757 members 
Mstep: Class 8 contains 20327 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45793 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42231 members 
Mstep: Class 15 contains 72044 members 
Mstep: Class 16 contains 21727 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105857 members 
Mstep: Class 19 contains 81609 members 
Mstep: Class 20 contains 31513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534032.000000 Penalty: 38670.171875
Iteration 176Q: 19 clusters Score -6.953403e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 93727 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14753 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45794 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42245 members 
Mstep: Class 15 contains 72045 members 
Mstep: Class 16 contains 21730 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105855 members 
Mstep: Class 19 contains 81607 members 
Mstep: Class 20 contains 31495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 177Q: 19 clusters Score -6.953409e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 93733 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14748 members 
Mstep: Class 8 contains 20340 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45796 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42256 members 
Mstep: Class 15 contains 72045 members 
Mstep: Class 16 contains 21733 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105839 members 
Mstep: Class 19 contains 81607 members 
Mstep: Class 20 contains 31490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534120.000000 Penalty: 38670.171875
Iteration 178Q: 19 clusters Score -6.953412e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 93737 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14747 members 
Mstep: Class 8 contains 20349 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45797 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42273 members 
Mstep: Class 15 contains 72050 members 
Mstep: Class 16 contains 21730 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105817 members 
Mstep: Class 19 contains 81605 members 
Mstep: Class 20 contains 31482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534152.000000 Penalty: 38670.171875
Iteration 179Q: 19 clusters Score -6.953415e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 93733 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14744 members 
Mstep: Class 8 contains 20355 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45800 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42288 members 
Mstep: Class 15 contains 72051 members 
Mstep: Class 16 contains 21729 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105803 members 
Mstep: Class 19 contains 81606 members 
Mstep: Class 20 contains 31476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534136.000000 Penalty: 38670.171875
Iteration 180F: 19 clusters Score -6.953414e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 93734 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14738 members 
Mstep: Class 8 contains 20357 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45803 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42310 members 
Mstep: Class 15 contains 72053 members 
Mstep: Class 16 contains 21732 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105788 members 
Mstep: Class 19 contains 81600 members 
Mstep: Class 20 contains 31470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534080.000000 Penalty: 38670.171875
Iteration 181Q: 19 clusters Score -6.953408e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 93737 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14733 members 
Mstep: Class 8 contains 20358 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45805 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42326 members 
Mstep: Class 15 contains 72057 members 
Mstep: Class 16 contains 21730 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105779 members 
Mstep: Class 19 contains 81598 members 
Mstep: Class 20 contains 31461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534080.000000 Penalty: 38670.171875
Iteration 182Q: 19 clusters Score -6.953408e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 93735 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14732 members 
Mstep: Class 8 contains 20366 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 45805 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42348 members 
Mstep: Class 15 contains 72063 members 
Mstep: Class 16 contains 21729 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105767 members 
Mstep: Class 19 contains 81590 members 
Mstep: Class 20 contains 31448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534104.000000 Penalty: 38670.171875
Iteration 183Q: 19 clusters Score -6.95341e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10710 members 
Mstep: Class 3 contains 93733 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14730 members 
Mstep: Class 8 contains 20369 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 45805 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42372 members 
Mstep: Class 15 contains 72060 members 
Mstep: Class 16 contains 21729 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105760 members 
Mstep: Class 19 contains 81589 members 
Mstep: Class 20 contains 31435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534112.000000 Penalty: 38670.171875
Iteration 184Q: 19 clusters Score -6.953411e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 93730 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14728 members 
Mstep: Class 8 contains 20372 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 45808 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42391 members 
Mstep: Class 15 contains 72058 members 
Mstep: Class 16 contains 21730 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105755 members 
Mstep: Class 19 contains 81584 members 
Mstep: Class 20 contains 31425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534104.000000 Penalty: 38670.171875
Iteration 185Q: 19 clusters Score -6.95341e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 93726 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14728 members 
Mstep: Class 8 contains 20377 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 45810 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42408 members 
Mstep: Class 15 contains 72054 members 
Mstep: Class 16 contains 21728 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105747 members 
Mstep: Class 19 contains 81584 members 
Mstep: Class 20 contains 31417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534096.000000 Penalty: 38670.171875
Iteration 186Q: 19 clusters Score -6.95341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 93720 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 20384 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 45810 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42427 members 
Mstep: Class 15 contains 72056 members 
Mstep: Class 16 contains 21728 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105744 members 
Mstep: Class 19 contains 81580 members 
Mstep: Class 20 contains 31404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534120.000000 Penalty: 38670.171875
Iteration 187Q: 19 clusters Score -6.953412e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 93720 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 20386 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45812 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42438 members 
Mstep: Class 15 contains 72056 members 
Mstep: Class 16 contains 21728 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105740 members 
Mstep: Class 19 contains 81575 members 
Mstep: Class 20 contains 31396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534128.000000 Penalty: 38670.171875
Iteration 188Q: 19 clusters Score -6.953413e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 93715 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 20389 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45812 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42454 members 
Mstep: Class 15 contains 72058 members 
Mstep: Class 16 contains 21727 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105741 members 
Mstep: Class 19 contains 81570 members 
Mstep: Class 20 contains 31388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534144.000000 Penalty: 38670.171875
Iteration 189Q: 19 clusters Score -6.953414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 93713 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 20390 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45813 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42461 members 
Mstep: Class 15 contains 72061 members 
Mstep: Class 16 contains 21726 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105741 members 
Mstep: Class 19 contains 81573 members 
Mstep: Class 20 contains 31380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534128.000000 Penalty: 38670.171875
Iteration 190Q: 19 clusters Score -6.953413e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 93710 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14719 members 
Mstep: Class 8 contains 20391 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45814 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42472 members 
Mstep: Class 15 contains 72063 members 
Mstep: Class 16 contains 21722 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105745 members 
Mstep: Class 19 contains 81573 members 
Mstep: Class 20 contains 31369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534112.000000 Penalty: 38670.171875
Iteration 191Q: 19 clusters Score -6.953411e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 93710 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 20392 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45817 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42482 members 
Mstep: Class 15 contains 72064 members 
Mstep: Class 16 contains 21721 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105737 members 
Mstep: Class 19 contains 81575 members 
Mstep: Class 20 contains 31360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534096.000000 Penalty: 38670.171875
Iteration 192Q: 19 clusters Score -6.95341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 93710 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 20395 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45820 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42492 members 
Mstep: Class 15 contains 72066 members 
Mstep: Class 16 contains 21722 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105728 members 
Mstep: Class 19 contains 81571 members 
Mstep: Class 20 contains 31352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534144.000000 Penalty: 38670.171875
Iteration 193Q: 19 clusters Score -6.953414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 93711 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 20396 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45822 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42499 members 
Mstep: Class 15 contains 72069 members 
Mstep: Class 16 contains 21722 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105727 members 
Mstep: Class 19 contains 81571 members 
Mstep: Class 20 contains 31340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534144.000000 Penalty: 38670.171875
Iteration 194Q: 19 clusters Score -6.953414e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10710 members 
Mstep: Class 3 contains 93707 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 20399 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45827 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42503 members 
Mstep: Class 15 contains 72072 members 
Mstep: Class 16 contains 21723 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105725 members 
Mstep: Class 19 contains 81572 members 
Mstep: Class 20 contains 31327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 195Q: 19 clusters Score -6.953409e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10710 members 
Mstep: Class 3 contains 93704 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14727 members 
Mstep: Class 8 contains 20399 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45831 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42505 members 
Mstep: Class 15 contains 72078 members 
Mstep: Class 16 contains 21722 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105734 members 
Mstep: Class 19 contains 81573 members 
Mstep: Class 20 contains 31306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534104.000000 Penalty: 38670.171875
Iteration 196Q: 19 clusters Score -6.95341e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10710 members 
Mstep: Class 3 contains 93706 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14729 members 
Mstep: Class 8 contains 20399 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45832 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42511 members 
Mstep: Class 15 contains 72079 members 
Mstep: Class 16 contains 21719 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105740 members 
Mstep: Class 19 contains 81574 members 
Mstep: Class 20 contains 31289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534048.000000 Penalty: 38670.171875
Iteration 197Q: 19 clusters Score -6.953405e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10710 members 
Mstep: Class 3 contains 93705 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 20402 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45835 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42517 members 
Mstep: Class 15 contains 72080 members 
Mstep: Class 16 contains 21715 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105748 members 
Mstep: Class 19 contains 81576 members 
Mstep: Class 20 contains 31275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 198Q: 19 clusters Score -6.953409e+07 nChanged 31
Entering ConstructFrom: 
Score: -69534088.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -730085.562500 Penalty: 1415.127075
	Iteration 0F: 2 clusters Score -730085.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -725403.687500 Penalty: 2830.254150
	Iteration 0F: 3 clusters Score -725403.7 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -726820.437500 Penalty: 2830.254150
	Iteration 1F: 3 clusters Score -726820.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -727090.937500 Penalty: 2830.254150
	Iteration 2F: 3 clusters Score -727090.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -727287.625000 Penalty: 2830.254150
	Iteration 3F: 3 clusters Score -727287.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -727458.375000 Penalty: 2830.254150
	Iteration 4Q: 3 clusters Score -727458.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -727651.750000 Penalty: 2830.254150
	Iteration 5Q: 3 clusters Score -727651.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -727838.187500 Penalty: 2830.254150
	Iteration 6Q: 3 clusters Score -727838.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -728033.125000 Penalty: 2830.254150
	Iteration 7Q: 3 clusters Score -728033.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -728225.187500 Penalty: 2830.254150
	Iteration 8Q: 3 clusters Score -728225.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -728368.875000 Penalty: 2830.254150
	Iteration 9Q: 3 clusters Score -728368.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -728472.562500 Penalty: 2830.254150
	Iteration 10Q: 3 clusters Score -728472.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -728544.500000 Penalty: 2830.254150
	Iteration 11Q: 3 clusters Score -728544.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -728592.250000 Penalty: 2830.254150
	Iteration 12Q: 3 clusters Score -728592.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -728624.187500 Penalty: 2830.254150
	Iteration 13Q: 3 clusters Score -728624.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -728647.562500 Penalty: 2830.254150
	Iteration 14Q: 3 clusters Score -728647.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -728670.500000 Penalty: 2830.254150
	Iteration 15Q: 3 clusters Score -728670.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -728691.250000 Penalty: 2830.254150
	Iteration 16Q: 3 clusters Score -728691.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -728715.875000 Penalty: 2830.254150
	Iteration 17Q: 3 clusters Score -728715.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -728731.000000 Penalty: 2830.254150
	Iteration 18Q: 3 clusters Score -728731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -728742.437500 Penalty: 2830.254150
	Iteration 19Q: 3 clusters Score -728742.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -728753.500000 Penalty: 2830.254150
	Iteration 20F: 3 clusters Score -728753.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -728763.062500 Penalty: 2830.254150
	Iteration 21Q: 3 clusters Score -728763.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -728769.250000 Penalty: 2830.254150
	Iteration 22Q: 3 clusters Score -728769.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -728771.250000 Penalty: 2830.254150
	Iteration 23Q: 3 clusters Score -728771.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -728774.937500 Penalty: 2830.254150
	Iteration 24Q: 3 clusters Score -728774.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -728776.500000 Penalty: 2830.254150
	Iteration 25Q: 3 clusters Score -728776.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -728782.062500 Penalty: 2830.254150
	Iteration 26Q: 3 clusters Score -728782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -728785.187500 Penalty: 2830.254150
	Iteration 27Q: 3 clusters Score -728785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -728791.000000 Penalty: 2830.254150
	Iteration 28Q: 3 clusters Score -728791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -728792.562500 Penalty: 2830.254150
	Iteration 29Q: 3 clusters Score -728792.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -728797.375000 Penalty: 2830.254150
	Iteration 30Q: 3 clusters Score -728797.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -728801.312500 Penalty: 2830.254150
	Iteration 31Q: 3 clusters Score -728801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -728807.312500 Penalty: 2830.254150
	Iteration 32Q: 3 clusters Score -728807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -728810.500000 Penalty: 2830.254150
	Iteration 33Q: 3 clusters Score -728810.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -728815.750000 Penalty: 2830.254150
	Iteration 34Q: 3 clusters Score -728815.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -728819.875000 Penalty: 2830.254150
	Iteration 35Q: 3 clusters Score -728819.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -728822.000000 Penalty: 2830.254150
	Iteration 36Q: 3 clusters Score -728822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -728823.437500 Penalty: 2830.254150
	Iteration 37Q: 3 clusters Score -728823.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -728824.750000 Penalty: 2830.254150
	Iteration 38Q: 3 clusters Score -728824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -728825.625000 Penalty: 2830.254150
	Iteration 39Q: 3 clusters Score -728825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -728826.437500 Penalty: 2830.254150
	Iteration 40F: 3 clusters Score -728826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -728826.625000 Penalty: 2830.254150
	Iteration 41Q: 3 clusters Score -728826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -728827.812500 Penalty: 2830.254150
	Iteration 42Q: 3 clusters Score -728827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -728827.250000 Penalty: 2830.254150
	Iteration 43Q: 3 clusters Score -728827.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -728829.187500 Penalty: 2830.254150
	Iteration 44Q: 3 clusters Score -728829.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -728829.937500 Penalty: 2830.254150
	Iteration 45Q: 3 clusters Score -728829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -728830.500000 Penalty: 2830.254150
	Iteration 46Q: 3 clusters Score -728830.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -728830.500000 Penalty: 2830.254150
	Iteration 47F: 3 clusters Score -728830.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Entering Unmasked Estep 
Score: -1366451.250000 Penalty: 1507.811523
	Iteration 0F: 2 clusters Score -1366451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1358832.250000 Penalty: 3015.623047
	Iteration 0F: 3 clusters Score -1358832 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1361285.500000 Penalty: 3015.623047
	Iteration 1F: 3 clusters Score -1361286 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1361615.625000 Penalty: 3015.623047
	Iteration 2F: 3 clusters Score -1361616 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1361903.750000 Penalty: 3015.623047
	Iteration 3F: 3 clusters Score -1361904 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1362160.500000 Penalty: 3015.623047
	Iteration 4F: 3 clusters Score -1362160 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1362415.750000 Penalty: 3015.623047
	Iteration 5Q: 3 clusters Score -1362416 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1362662.625000 Penalty: 3015.623047
	Iteration 6Q: 3 clusters Score -1362663 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1362880.250000 Penalty: 3015.623047
	Iteration 7Q: 3 clusters Score -1362880 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1363086.000000 Penalty: 3015.623047
	Iteration 8Q: 3 clusters Score -1363086 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1363273.375000 Penalty: 3015.623047
	Iteration 9Q: 3 clusters Score -1363273 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1363437.375000 Penalty: 3015.623047
	Iteration 10Q: 3 clusters Score -1363437 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1363580.500000 Penalty: 3015.623047
	Iteration 11Q: 3 clusters Score -1363580 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1363713.250000 Penalty: 3015.623047
	Iteration 12Q: 3 clusters Score -1363713 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1363844.250000 Penalty: 3015.623047
	Iteration 13Q: 3 clusters Score -1363844 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1363966.750000 Penalty: 3015.623047
	Iteration 14Q: 3 clusters Score -1363967 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1364090.000000 Penalty: 3015.623047
	Iteration 15Q: 3 clusters Score -1364090 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1364197.625000 Penalty: 3015.623047
	Iteration 16Q: 3 clusters Score -1364198 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1364320.375000 Penalty: 3015.623047
	Iteration 17Q: 3 clusters Score -1364320 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1364432.000000 Penalty: 3015.623047
	Iteration 18Q: 3 clusters Score -1364432 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1364539.125000 Penalty: 3015.623047
	Iteration 19Q: 3 clusters Score -1364539 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1364647.625000 Penalty: 3015.623047
	Iteration 20F: 3 clusters Score -1364648 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1364746.375000 Penalty: 3015.623047
	Iteration 21Q: 3 clusters Score -1364746 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1364828.250000 Penalty: 3015.623047
	Iteration 22Q: 3 clusters Score -1364828 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1364910.250000 Penalty: 3015.623047
	Iteration 23Q: 3 clusters Score -1364910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1364961.500000 Penalty: 3015.623047
	Iteration 24Q: 3 clusters Score -1364962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1364991.125000 Penalty: 3015.623047
	Iteration 25Q: 3 clusters Score -1364991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1365020.750000 Penalty: 3015.623047
	Iteration 26Q: 3 clusters Score -1365021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1365054.250000 Penalty: 3015.623047
	Iteration 27Q: 3 clusters Score -1365054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1365080.375000 Penalty: 3015.623047
	Iteration 28Q: 3 clusters Score -1365080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1365096.000000 Penalty: 3015.623047
	Iteration 29Q: 3 clusters Score -1365096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1365106.125000 Penalty: 3015.623047
	Iteration 30Q: 3 clusters Score -1365106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1365119.000000 Penalty: 3015.623047
	Iteration 31Q: 3 clusters Score -1365119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1365130.125000 Penalty: 3015.623047
	Iteration 32Q: 3 clusters Score -1365130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1365141.250000 Penalty: 3015.623047
	Iteration 33Q: 3 clusters Score -1365141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1365151.500000 Penalty: 3015.623047
	Iteration 34Q: 3 clusters Score -1365152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1365157.125000 Penalty: 3015.623047
	Iteration 35Q: 3 clusters Score -1365157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1365167.250000 Penalty: 3015.623047
	Iteration 36Q: 3 clusters Score -1365167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1365181.500000 Penalty: 3015.623047
	Iteration 37Q: 3 clusters Score -1365182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1365187.750000 Penalty: 3015.623047
	Iteration 38Q: 3 clusters Score -1365188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1365191.500000 Penalty: 3015.623047
	Iteration 39Q: 3 clusters Score -1365192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1365195.750000 Penalty: 3015.623047
	Iteration 40F: 3 clusters Score -1365196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1365197.250000 Penalty: 3015.623047
	Iteration 41Q: 3 clusters Score -1365197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1365196.000000 Penalty: 3015.623047
	Iteration 42Q: 3 clusters Score -1365196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1365197.875000 Penalty: 3015.623047
	Iteration 43Q: 3 clusters Score -1365198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1365202.500000 Penalty: 3015.623047
	Iteration 44Q: 3 clusters Score -1365202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1365204.750000 Penalty: 3015.623047
	Iteration 45Q: 3 clusters Score -1365205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1365204.125000 Penalty: 3015.623047
	Iteration 46Q: 3 clusters Score -1365204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1365204.125000 Penalty: 3015.623047
	Iteration 47F: 3 clusters Score -1365204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (93701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Entering Unmasked Estep 
Score: -12027207.000000 Penalty: 1860.277954
	Iteration 0F: 2 clusters Score -1.202721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -11966763.000000 Penalty: 3720.555908
	Iteration 0F: 3 clusters Score -1.196676e+07 nChanged 44836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -11992645.000000 Penalty: 3720.555908
	Iteration 1F: 3 clusters Score -1.199264e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -11993775.000000 Penalty: 3720.555908
	Iteration 2Q: 3 clusters Score -1.199378e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -11995483.000000 Penalty: 3720.555908
	Iteration 3Q: 3 clusters Score -1.199548e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -11998054.000000 Penalty: 3720.555908
	Iteration 4F: 3 clusters Score -1.199805e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -12002064.000000 Penalty: 3720.555908
	Iteration 5F: 3 clusters Score -1.200206e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -12007394.000000 Penalty: 3720.555908
	Iteration 6F: 3 clusters Score -1.200739e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -12012928.000000 Penalty: 3720.555908
	Iteration 7F: 3 clusters Score -1.201293e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -12017336.000000 Penalty: 3720.555908
	Iteration 8F: 3 clusters Score -1.201734e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -12020100.000000 Penalty: 3720.555908
	Iteration 9Q: 3 clusters Score -1.20201e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -12021957.000000 Penalty: 3720.555908
	Iteration 10Q: 3 clusters Score -1.202196e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -12023141.000000 Penalty: 3720.555908
	Iteration 11Q: 3 clusters Score -1.202314e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89690 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -12023841.000000 Penalty: 3720.555908
	Iteration 12Q: 3 clusters Score -1.202384e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90423 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -12024388.000000 Penalty: 3720.555908
	Iteration 13Q: 3 clusters Score -1.202439e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90963 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -12024758.000000 Penalty: 3720.555908
	Iteration 14Q: 3 clusters Score -1.202476e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -12024982.000000 Penalty: 3720.555908
	Iteration 15Q: 3 clusters Score -1.202498e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -12025134.000000 Penalty: 3720.555908
	Iteration 16Q: 3 clusters Score -1.202513e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -12025287.000000 Penalty: 3720.555908
	Iteration 17Q: 3 clusters Score -1.202529e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -12025338.000000 Penalty: 3720.555908
	Iteration 18Q: 3 clusters Score -1.202534e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -12025403.000000 Penalty: 3720.555908
	Iteration 19Q: 3 clusters Score -1.20254e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12025443.000000 Penalty: 3720.555908
	Iteration 20F: 3 clusters Score -1.202544e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12025489.000000 Penalty: 3720.555908
	Iteration 21Q: 3 clusters Score -1.202549e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12025524.000000 Penalty: 3720.555908
	Iteration 22Q: 3 clusters Score -1.202552e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12025548.000000 Penalty: 3720.555908
	Iteration 23Q: 3 clusters Score -1.202555e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12025581.000000 Penalty: 3720.555908
	Iteration 24Q: 3 clusters Score -1.202558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12025594.000000 Penalty: 3720.555908
	Iteration 25Q: 3 clusters Score -1.202559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12025626.000000 Penalty: 3720.555908
	Iteration 26Q: 3 clusters Score -1.202563e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92705 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12025603.000000 Penalty: 3720.555908
	Iteration 27Q: 3 clusters Score -1.20256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12025630.000000 Penalty: 3720.555908
	Iteration 28Q: 3 clusters Score -1.202563e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12025640.000000 Penalty: 3720.555908
	Iteration 29Q: 3 clusters Score -1.202564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92782 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12025652.000000 Penalty: 3720.555908
	Iteration 30Q: 3 clusters Score -1.202565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12025646.000000 Penalty: 3720.555908
	Iteration 31Q: 3 clusters Score -1.202565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92828 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12025645.000000 Penalty: 3720.555908
	Iteration 32Q: 3 clusters Score -1.202564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92840 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12025667.000000 Penalty: 3720.555908
	Iteration 33Q: 3 clusters Score -1.202567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12025680.000000 Penalty: 3720.555908
	Iteration 34Q: 3 clusters Score -1.202568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12025678.000000 Penalty: 3720.555908
	Iteration 35Q: 3 clusters Score -1.202568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12025677.000000 Penalty: 3720.555908
	Iteration 36Q: 3 clusters Score -1.202568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12025679.000000 Penalty: 3720.555908
	Iteration 37Q: 3 clusters Score -1.202568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12025678.000000 Penalty: 3720.555908
	Iteration 38Q: 3 clusters Score -1.202568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12025673.000000 Penalty: 3720.555908
	Iteration 39Q: 3 clusters Score -1.202567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12025674.000000 Penalty: 3720.555908
	Iteration 40F: 3 clusters Score -1.202567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12025675.000000 Penalty: 3720.555908
	Iteration 41Q: 3 clusters Score -1.202568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12025679.000000 Penalty: 3720.555908
	Iteration 42Q: 3 clusters Score -1.202568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12025681.000000 Penalty: 3720.555908
	Iteration 43Q: 3 clusters Score -1.202568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12025684.000000 Penalty: 3720.555908
	Iteration 44Q: 3 clusters Score -1.202568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12025684.000000 Penalty: 3720.555908
	Iteration 45F: 3 clusters Score -1.202568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -37535.371094 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -37535.37 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 181 members 
Entering Unmasked Estep 
Score: -36705.910156 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -36705.91 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36951.164062 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -36951.16 nChanged 31
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: -37031.808594 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -37031.81 nChanged 16
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: -37066.097656 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -37066.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37092.722656 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -37092.72 nChanged 5
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: -37115.988281 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -37115.99 nChanged 5
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: -37144.894531 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -37144.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37198.816406 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -37198.82 nChanged 13
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: -37248.113281 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -37248.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37262.371094 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -37262.37 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: -37275.066406 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -37275.07 nChanged 3
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: -37289.605469 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -37289.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37304.480469 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -37304.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37304.480469 Penalty: 1924.512939
	Iteration 13F: 3 clusters Score -37304.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -92928.335938 Penalty: 1092.427368
	Iteration 0F: 2 clusters Score -92928.34 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 429 members 
Entering Unmasked Estep 
Score: -91654.828125 Penalty: 2184.854736
	Iteration 0F: 3 clusters Score -91654.83 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91988.867188 Penalty: 2184.854736
	Iteration 1F: 3 clusters Score -91988.87 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -92147.078125 Penalty: 2184.854736
	Iteration 2F: 3 clusters Score -92147.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -92292.554688 Penalty: 2184.854736
	Iteration 3F: 3 clusters Score -92292.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92405.695312 Penalty: 2184.854736
	Iteration 4F: 3 clusters Score -92405.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -92463.515625 Penalty: 2184.854736
	Iteration 5Q: 3 clusters Score -92463.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -92497.335938 Penalty: 2184.854736
	Iteration 6Q: 3 clusters Score -92497.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -92512.851562 Penalty: 2184.854736
	Iteration 7Q: 3 clusters Score -92512.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -92523.414062 Penalty: 2184.854736
	Iteration 8Q: 3 clusters Score -92523.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -92524.984375 Penalty: 2184.854736
	Iteration 9Q: 3 clusters Score -92524.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -92525.671875 Penalty: 2184.854736
	Iteration 10Q: 3 clusters Score -92525.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -92525.671875 Penalty: 2184.854736
	Iteration 11F: 3 clusters Score -92525.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -37795.101562 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -37795.1 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: -36901.308594 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -36901.31 nChanged 99
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: -37038.871094 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -37038.87 nChanged 22
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: -37106.105469 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -37106.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37154.515625 Penalty: 1931.409912
	Iteration 3F: 3 clusters Score -37154.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37193.820312 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -37193.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37227.144531 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -37227.14 nChanged 10
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: -37285.988281 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -37285.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37363.054688 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -37363.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37420.351562 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -37420.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37450.195312 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -37450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -37470.191406 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -37470.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37520.511719 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -37520.51 nChanged 6
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: -37568.167969 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -37568.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37606.359375 Penalty: 1931.409912
	Iteration 13Q: 3 clusters Score -37606.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37622.917969 Penalty: 1931.409912
	Iteration 14Q: 3 clusters Score -37622.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37639.914062 Penalty: 1931.409912
	Iteration 15Q: 3 clusters Score -37639.91 nChanged 1
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: -37643.277344 Penalty: 1931.409912
	Iteration 16Q: 3 clusters Score -37643.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37657.722656 Penalty: 1931.409912
	Iteration 17Q: 3 clusters Score -37657.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37667.437500 Penalty: 1931.409912
	Iteration 18Q: 3 clusters Score -37667.44 nChanged 1
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: -37680.496094 Penalty: 1931.409912
	Iteration 19Q: 3 clusters Score -37680.5 nChanged 2
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: -37695.386719 Penalty: 1931.409912
	Iteration 20F: 3 clusters Score -37695.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37700.238281 Penalty: 1931.409912
	Iteration 21Q: 3 clusters Score -37700.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37704.175781 Penalty: 1931.409912
	Iteration 22Q: 3 clusters Score -37704.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37706.843750 Penalty: 1931.409912
	Iteration 23Q: 3 clusters Score -37706.84 nChanged 1
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: -37707.812500 Penalty: 1931.409912
	Iteration 24Q: 3 clusters Score -37707.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37709.191406 Penalty: 1931.409912
	Iteration 25Q: 3 clusters Score -37709.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37711.742188 Penalty: 1931.409912
	Iteration 26Q: 3 clusters Score -37711.74 nChanged 2
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: -37713.398438 Penalty: 1931.409912
	Iteration 27Q: 3 clusters Score -37713.4 nChanged 0
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: -37713.398438 Penalty: 1931.409912
	Iteration 28F: 3 clusters Score -37713.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Entering Unmasked Estep 
Score: -1912911.125000 Penalty: 1559.561646
	Iteration 0F: 2 clusters Score -1912911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1902712.875000 Penalty: 3119.123291
	Iteration 0F: 3 clusters Score -1902713 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1906162.625000 Penalty: 3119.123291
	Iteration 1F: 3 clusters Score -1906163 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1906469.375000 Penalty: 3119.123291
	Iteration 2F: 3 clusters Score -1906469 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1906719.625000 Penalty: 3119.123291
	Iteration 3Q: 3 clusters Score -1906720 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1906937.125000 Penalty: 3119.123291
	Iteration 4Q: 3 clusters Score -1906937 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1907165.125000 Penalty: 3119.123291
	Iteration 5Q: 3 clusters Score -1907165 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1907440.000000 Penalty: 3119.123291
	Iteration 6Q: 3 clusters Score -1907440 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1907802.375000 Penalty: 3119.123291
	Iteration 7Q: 3 clusters Score -1907802 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1908375.000000 Penalty: 3119.123291
	Iteration 8F: 3 clusters Score -1908375 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1909138.250000 Penalty: 3119.123291
	Iteration 9F: 3 clusters Score -1909138 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1909878.250000 Penalty: 3119.123291
	Iteration 10F: 3 clusters Score -1909878 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1910482.500000 Penalty: 3119.123291
	Iteration 11Q: 3 clusters Score -1910482 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1910892.000000 Penalty: 3119.123291
	Iteration 12Q: 3 clusters Score -1910892 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1911174.750000 Penalty: 3119.123291
	Iteration 13Q: 3 clusters Score -1911175 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1911346.250000 Penalty: 3119.123291
	Iteration 14Q: 3 clusters Score -1911346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1911430.125000 Penalty: 3119.123291
	Iteration 15Q: 3 clusters Score -1911430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1911486.875000 Penalty: 3119.123291
	Iteration 16Q: 3 clusters Score -1911487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1911516.250000 Penalty: 3119.123291
	Iteration 17Q: 3 clusters Score -1911516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1911527.875000 Penalty: 3119.123291
	Iteration 18Q: 3 clusters Score -1911528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1911542.750000 Penalty: 3119.123291
	Iteration 19Q: 3 clusters Score -1911543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1911551.500000 Penalty: 3119.123291
	Iteration 20F: 3 clusters Score -1911552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1911560.375000 Penalty: 3119.123291
	Iteration 21Q: 3 clusters Score -1911560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1911568.125000 Penalty: 3119.123291
	Iteration 22Q: 3 clusters Score -1911568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1911568.250000 Penalty: 3119.123291
	Iteration 23Q: 3 clusters Score -1911568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1911568.875000 Penalty: 3119.123291
	Iteration 24Q: 3 clusters Score -1911569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1911568.875000 Penalty: 3119.123291
	Iteration 25F: 3 clusters Score -1911569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Entering Unmasked Estep 
Score: -2577090.750000 Penalty: 1612.558472
	Iteration 0F: 2 clusters Score -2577091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2563201.000000 Penalty: 3225.116943
	Iteration 0F: 3 clusters Score -2563201 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2568055.000000 Penalty: 3225.116943
	Iteration 1F: 3 clusters Score -2568055 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2568364.500000 Penalty: 3225.116943
	Iteration 2Q: 3 clusters Score -2568364 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2568666.750000 Penalty: 3225.116943
	Iteration 3Q: 3 clusters Score -2568667 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2568926.000000 Penalty: 3225.116943
	Iteration 4Q: 3 clusters Score -2568926 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2569192.750000 Penalty: 3225.116943
	Iteration 5Q: 3 clusters Score -2569193 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2569519.250000 Penalty: 3225.116943
	Iteration 6Q: 3 clusters Score -2569519 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2569939.500000 Penalty: 3225.116943
	Iteration 7Q: 3 clusters Score -2569940 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2570450.250000 Penalty: 3225.116943
	Iteration 8Q: 3 clusters Score -2570450 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2571071.750000 Penalty: 3225.116943
	Iteration 9F: 3 clusters Score -2571072 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2571882.250000 Penalty: 3225.116943
	Iteration 10F: 3 clusters Score -2571882 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2572863.250000 Penalty: 3225.116943
	Iteration 11F: 3 clusters Score -2572863 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2573856.750000 Penalty: 3225.116943
	Iteration 12F: 3 clusters Score -2573857 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2574599.000000 Penalty: 3225.116943
	Iteration 13Q: 3 clusters Score -2574599 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2575034.250000 Penalty: 3225.116943
	Iteration 14Q: 3 clusters Score -2575034 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2575335.000000 Penalty: 3225.116943
	Iteration 15Q: 3 clusters Score -2575335 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2575492.250000 Penalty: 3225.116943
	Iteration 16Q: 3 clusters Score -2575492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2575562.250000 Penalty: 3225.116943
	Iteration 17Q: 3 clusters Score -2575562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2575608.000000 Penalty: 3225.116943
	Iteration 18Q: 3 clusters Score -2575608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2575640.750000 Penalty: 3225.116943
	Iteration 19Q: 3 clusters Score -2575641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2575670.750000 Penalty: 3225.116943
	Iteration 20F: 3 clusters Score -2575671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2575693.500000 Penalty: 3225.116943
	Iteration 21Q: 3 clusters Score -2575694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2575711.000000 Penalty: 3225.116943
	Iteration 22Q: 3 clusters Score -2575711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2575725.500000 Penalty: 3225.116943
	Iteration 23Q: 3 clusters Score -2575726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2575740.500000 Penalty: 3225.116943
	Iteration 24Q: 3 clusters Score -2575740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2575750.250000 Penalty: 3225.116943
	Iteration 25Q: 3 clusters Score -2575750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2575756.000000 Penalty: 3225.116943
	Iteration 26Q: 3 clusters Score -2575756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2575759.000000 Penalty: 3225.116943
	Iteration 27Q: 3 clusters Score -2575759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2575760.250000 Penalty: 3225.116943
	Iteration 28Q: 3 clusters Score -2575760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2575762.500000 Penalty: 3225.116943
	Iteration 29Q: 3 clusters Score -2575762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2575762.500000 Penalty: 3225.116943
	Iteration 30Q: 3 clusters Score -2575762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2575762.500000 Penalty: 3225.116943
	Iteration 31F: 3 clusters Score -2575762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -367468.750000 Penalty: 1299.401611
	Iteration 0F: 2 clusters Score -367468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -364793.656250 Penalty: 2598.803223
	Iteration 0F: 3 clusters Score -364793.7 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -365526.343750 Penalty: 2598.803223
	Iteration 1F: 3 clusters Score -365526.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -365827.281250 Penalty: 2598.803223
	Iteration 2F: 3 clusters Score -365827.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -366065.375000 Penalty: 2598.803223
	Iteration 3F: 3 clusters Score -366065.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -366268.750000 Penalty: 2598.803223
	Iteration 4F: 3 clusters Score -366268.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -366439.218750 Penalty: 2598.803223
	Iteration 5F: 3 clusters Score -366439.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -366577.531250 Penalty: 2598.803223
	Iteration 6F: 3 clusters Score -366577.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -366667.562500 Penalty: 2598.803223
	Iteration 7Q: 3 clusters Score -366667.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -366729.843750 Penalty: 2598.803223
	Iteration 8Q: 3 clusters Score -366729.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -366770.937500 Penalty: 2598.803223
	Iteration 9Q: 3 clusters Score -366770.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -366797.281250 Penalty: 2598.803223
	Iteration 10Q: 3 clusters Score -366797.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -366817.468750 Penalty: 2598.803223
	Iteration 11Q: 3 clusters Score -366817.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -366827.312500 Penalty: 2598.803223
	Iteration 12Q: 3 clusters Score -366827.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -366835.968750 Penalty: 2598.803223
	Iteration 13Q: 3 clusters Score -366836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -366845.062500 Penalty: 2598.803223
	Iteration 14Q: 3 clusters Score -366845.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -366846.406250 Penalty: 2598.803223
	Iteration 15Q: 3 clusters Score -366846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -366848.218750 Penalty: 2598.803223
	Iteration 16Q: 3 clusters Score -366848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -366850.656250 Penalty: 2598.803223
	Iteration 17Q: 3 clusters Score -366850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -366852.500000 Penalty: 2598.803223
	Iteration 18Q: 3 clusters Score -366852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -366853.781250 Penalty: 2598.803223
	Iteration 19Q: 3 clusters Score -366853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -366854.812500 Penalty: 2598.803223
	Iteration 20F: 3 clusters Score -366854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -366856.531250 Penalty: 2598.803223
	Iteration 21Q: 3 clusters Score -366856.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -366857.187500 Penalty: 2598.803223
	Iteration 22Q: 3 clusters Score -366857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -366857.343750 Penalty: 2598.803223
	Iteration 23Q: 3 clusters Score -366857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -366857.875000 Penalty: 2598.803223
	Iteration 24Q: 3 clusters Score -366857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -366857.875000 Penalty: 2598.803223
	Iteration 25F: 3 clusters Score -366857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Entering Unmasked Estep 
Score: -5902316.000000 Penalty: 1744.077026
	Iteration 0F: 2 clusters Score -5902316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5871651.000000 Penalty: 3488.154053
	Iteration 0F: 3 clusters Score -5871651 nChanged 21329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -5883708.000000 Penalty: 3488.154053
	Iteration 1F: 3 clusters Score -5883708 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -5884094.500000 Penalty: 3488.154053
	Iteration 2Q: 3 clusters Score -5884094 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5884574.500000 Penalty: 3488.154053
	Iteration 3Q: 3 clusters Score -5884574 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5885217.000000 Penalty: 3488.154053
	Iteration 4Q: 3 clusters Score -5885217 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -5886091.000000 Penalty: 3488.154053
	Iteration 5Q: 3 clusters Score -5886091 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -5887451.000000 Penalty: 3488.154053
	Iteration 6F: 3 clusters Score -5887451 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -5889603.500000 Penalty: 3488.154053
	Iteration 7F: 3 clusters Score -5889604 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -5892381.500000 Penalty: 3488.154053
	Iteration 8F: 3 clusters Score -5892382 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -5895355.500000 Penalty: 3488.154053
	Iteration 9F: 3 clusters Score -5895356 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5897883.500000 Penalty: 3488.154053
	Iteration 10F: 3 clusters Score -5897884 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5899464.500000 Penalty: 3488.154053
	Iteration 11Q: 3 clusters Score -5899464 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5900200.500000 Penalty: 3488.154053
	Iteration 12Q: 3 clusters Score -5900200 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5900508.500000 Penalty: 3488.154053
	Iteration 13Q: 3 clusters Score -5900508 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5900661.500000 Penalty: 3488.154053
	Iteration 14Q: 3 clusters Score -5900662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5900719.500000 Penalty: 3488.154053
	Iteration 15Q: 3 clusters Score -5900720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5900766.500000 Penalty: 3488.154053
	Iteration 16Q: 3 clusters Score -5900766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5900794.000000 Penalty: 3488.154053
	Iteration 17Q: 3 clusters Score -5900794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5900803.000000 Penalty: 3488.154053
	Iteration 18Q: 3 clusters Score -5900803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5900809.500000 Penalty: 3488.154053
	Iteration 19Q: 3 clusters Score -5900810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5900814.000000 Penalty: 3488.154053
	Iteration 20F: 3 clusters Score -5900814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5900820.000000 Penalty: 3488.154053
	Iteration 21Q: 3 clusters Score -5900820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5900824.500000 Penalty: 3488.154053
	Iteration 22Q: 3 clusters Score -5900824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5900820.500000 Penalty: 3488.154053
	Iteration 23Q: 3 clusters Score -5900820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5900820.500000 Penalty: 3488.154053
	Iteration 24F: 3 clusters Score -5900820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -10290.217773 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -10290.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9612.236328 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -9612.236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9865.702148 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -9865.702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9950.294922 Penalty: 1803.449707
	Iteration 2Q: 3 clusters Score -9950.295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9975.561523 Penalty: 1803.449707
	Iteration 3Q: 3 clusters Score -9975.562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9985.184570 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -9985.185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9995.500000 Penalty: 1803.449707
	Iteration 5Q: 3 clusters Score -9995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9999.523438 Penalty: 1803.449707
	Iteration 6Q: 3 clusters Score -9999.523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9999.523438 Penalty: 1803.449707
	Iteration 7F: 3 clusters Score -9999.523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Entering Unmasked Estep 
Score: -5505526.000000 Penalty: 1731.904053
	Iteration 0F: 2 clusters Score -5505526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5477138.500000 Penalty: 3463.808105
	Iteration 0F: 3 clusters Score -5477138 nChanged 19922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -5487858.500000 Penalty: 3463.808105
	Iteration 1F: 3 clusters Score -5487858 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5488219.000000 Penalty: 3463.808105
	Iteration 2Q: 3 clusters Score -5488219 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -5488668.500000 Penalty: 3463.808105
	Iteration 3Q: 3 clusters Score -5488668 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -5489244.500000 Penalty: 3463.808105
	Iteration 4Q: 3 clusters Score -5489244 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5490222.000000 Penalty: 3463.808105
	Iteration 5Q: 3 clusters Score -5490222 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -5491723.000000 Penalty: 3463.808105
	Iteration 6F: 3 clusters Score -5491723 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -5494251.500000 Penalty: 3463.808105
	Iteration 7F: 3 clusters Score -5494252 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -5497625.500000 Penalty: 3463.808105
	Iteration 8F: 3 clusters Score -5497626 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5500847.500000 Penalty: 3463.808105
	Iteration 9F: 3 clusters Score -5500848 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5502760.000000 Penalty: 3463.808105
	Iteration 10Q: 3 clusters Score -5502760 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5503511.000000 Penalty: 3463.808105
	Iteration 11Q: 3 clusters Score -5503511 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5503787.000000 Penalty: 3463.808105
	Iteration 12Q: 3 clusters Score -5503787 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5503888.500000 Penalty: 3463.808105
	Iteration 13Q: 3 clusters Score -5503888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5503954.000000 Penalty: 3463.808105
	Iteration 14Q: 3 clusters Score -5503954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5503979.000000 Penalty: 3463.808105
	Iteration 15Q: 3 clusters Score -5503979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5503990.000000 Penalty: 3463.808105
	Iteration 16Q: 3 clusters Score -5503990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5504001.500000 Penalty: 3463.808105
	Iteration 17Q: 3 clusters Score -5504002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5504009.000000 Penalty: 3463.808105
	Iteration 18Q: 3 clusters Score -5504009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5504023.500000 Penalty: 3463.808105
	Iteration 19Q: 3 clusters Score -5504024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5504027.000000 Penalty: 3463.808105
	Iteration 20F: 3 clusters Score -5504027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Entering Unmasked Estep 
Score: -9303511.000000 Penalty: 1817.653442
	Iteration 0F: 2 clusters Score -9303511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -9256184.000000 Penalty: 3635.306885
	Iteration 0F: 3 clusters Score -9256184 nChanged 34206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -9275417.000000 Penalty: 3635.306885
	Iteration 1F: 3 clusters Score -9275417 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -9275996.000000 Penalty: 3635.306885
	Iteration 2Q: 3 clusters Score -9275996 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -9276407.000000 Penalty: 3635.306885
	Iteration 3Q: 3 clusters Score -9276407 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -9276872.000000 Penalty: 3635.306885
	Iteration 4Q: 3 clusters Score -9276872 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -9277398.000000 Penalty: 3635.306885
	Iteration 5Q: 3 clusters Score -9277398 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -9278028.000000 Penalty: 3635.306885
	Iteration 6Q: 3 clusters Score -9278028 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -9278992.000000 Penalty: 3635.306885
	Iteration 7Q: 3 clusters Score -9278992 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -9280292.000000 Penalty: 3635.306885
	Iteration 8Q: 3 clusters Score -9280292 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -9282167.000000 Penalty: 3635.306885
	Iteration 9F: 3 clusters Score -9282167 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -9284821.000000 Penalty: 3635.306885
	Iteration 10F: 3 clusters Score -9284821 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -9288143.000000 Penalty: 3635.306885
	Iteration 11F: 3 clusters Score -9288143 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -9291367.000000 Penalty: 3635.306885
	Iteration 12F: 3 clusters Score -9291367 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -9293862.000000 Penalty: 3635.306885
	Iteration 13Q: 3 clusters Score -9293862 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -9295446.000000 Penalty: 3635.306885
	Iteration 14Q: 3 clusters Score -9295446 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -9296592.000000 Penalty: 3635.306885
	Iteration 15Q: 3 clusters Score -9296592 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -9297440.000000 Penalty: 3635.306885
	Iteration 16Q: 3 clusters Score -9297440 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -9298279.000000 Penalty: 3635.306885
	Iteration 17Q: 3 clusters Score -9298279 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -9299061.000000 Penalty: 3635.306885
	Iteration 18Q: 3 clusters Score -9299061 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -9299739.000000 Penalty: 3635.306885
	Iteration 19Q: 3 clusters Score -9299739 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -9300341.000000 Penalty: 3635.306885
	Iteration 20F: 3 clusters Score -9300341 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -9300869.000000 Penalty: 3635.306885
	Iteration 21Q: 3 clusters Score -9300869 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -9301253.000000 Penalty: 3635.306885
	Iteration 22Q: 3 clusters Score -9301253 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -9301579.000000 Penalty: 3635.306885
	Iteration 23Q: 3 clusters Score -9301579 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 71352 members 
Entering Unmasked Estep 
Score: -9301761.000000 Penalty: 3635.306885
	Iteration 24Q: 3 clusters Score -9301761 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -9301862.000000 Penalty: 3635.306885
	Iteration 25Q: 3 clusters Score -9301862 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 71635 members 
Entering Unmasked Estep 
Score: -9301926.000000 Penalty: 3635.306885
	Iteration 26Q: 3 clusters Score -9301926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
Score: -9301960.000000 Penalty: 3635.306885
	Iteration 27Q: 3 clusters Score -9301960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -9301974.000000 Penalty: 3635.306885
	Iteration 28Q: 3 clusters Score -9301974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -9302000.000000 Penalty: 3635.306885
	Iteration 29Q: 3 clusters Score -9302000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -9301997.000000 Penalty: 3635.306885
	Iteration 30Q: 3 clusters Score -9301997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 71758 members 
Entering Unmasked Estep 
Score: -9302001.000000 Penalty: 3635.306885
	Iteration 31Q: 3 clusters Score -9302001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -9302004.000000 Penalty: 3635.306885
	Iteration 32Q: 3 clusters Score -9302004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -9302007.000000 Penalty: 3635.306885
	Iteration 33Q: 3 clusters Score -9302007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -9302019.000000 Penalty: 3635.306885
	Iteration 34Q: 3 clusters Score -9302019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -9302015.000000 Penalty: 3635.306885
	Iteration 35Q: 3 clusters Score -9302015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -9302018.000000 Penalty: 3635.306885
	Iteration 36Q: 3 clusters Score -9302018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -9302018.000000 Penalty: 3635.306885
	Iteration 37F: 3 clusters Score -9302018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Entering Unmasked Estep 
Score: -2807801.750000 Penalty: 1622.670776
	Iteration 0F: 2 clusters Score -2807802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2792907.500000 Penalty: 3245.341553
	Iteration 0F: 3 clusters Score -2792908 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2798480.750000 Penalty: 3245.341553
	Iteration 1F: 3 clusters Score -2798481 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2798935.250000 Penalty: 3245.341553
	Iteration 2F: 3 clusters Score -2798935 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2799458.750000 Penalty: 3245.341553
	Iteration 3F: 3 clusters Score -2799459 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2800187.000000 Penalty: 3245.341553
	Iteration 4F: 3 clusters Score -2800187 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2801201.500000 Penalty: 3245.341553
	Iteration 5F: 3 clusters Score -2801202 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2802372.000000 Penalty: 3245.341553
	Iteration 6F: 3 clusters Score -2802372 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2803624.750000 Penalty: 3245.341553
	Iteration 7F: 3 clusters Score -2803625 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2804665.000000 Penalty: 3245.341553
	Iteration 8F: 3 clusters Score -2804665 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2805372.000000 Penalty: 3245.341553
	Iteration 9Q: 3 clusters Score -2805372 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2805776.000000 Penalty: 3245.341553
	Iteration 10Q: 3 clusters Score -2805776 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2805957.250000 Penalty: 3245.341553
	Iteration 11Q: 3 clusters Score -2805957 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2806087.250000 Penalty: 3245.341553
	Iteration 12Q: 3 clusters Score -2806087 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2806153.250000 Penalty: 3245.341553
	Iteration 13Q: 3 clusters Score -2806153 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2806200.250000 Penalty: 3245.341553
	Iteration 14Q: 3 clusters Score -2806200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2806249.750000 Penalty: 3245.341553
	Iteration 15Q: 3 clusters Score -2806250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2806299.000000 Penalty: 3245.341553
	Iteration 16Q: 3 clusters Score -2806299 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2806331.000000 Penalty: 3245.341553
	Iteration 17Q: 3 clusters Score -2806331 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2806376.750000 Penalty: 3245.341553
	Iteration 18Q: 3 clusters Score -2806377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2806408.750000 Penalty: 3245.341553
	Iteration 19Q: 3 clusters Score -2806409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2806440.750000 Penalty: 3245.341553
	Iteration 20F: 3 clusters Score -2806441 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2806470.500000 Penalty: 3245.341553
	Iteration 21Q: 3 clusters Score -2806470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2806489.000000 Penalty: 3245.341553
	Iteration 22Q: 3 clusters Score -2806489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2806506.000000 Penalty: 3245.341553
	Iteration 23Q: 3 clusters Score -2806506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2806515.000000 Penalty: 3245.341553
	Iteration 24Q: 3 clusters Score -2806515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2806521.500000 Penalty: 3245.341553
	Iteration 25Q: 3 clusters Score -2806522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2806522.000000 Penalty: 3245.341553
	Iteration 26Q: 3 clusters Score -2806522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2806534.250000 Penalty: 3245.341553
	Iteration 27Q: 3 clusters Score -2806534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2806548.500000 Penalty: 3245.341553
	Iteration 28Q: 3 clusters Score -2806548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2806552.000000 Penalty: 3245.341553
	Iteration 29Q: 3 clusters Score -2806552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2806557.750000 Penalty: 3245.341553
	Iteration 30Q: 3 clusters Score -2806558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2806564.000000 Penalty: 3245.341553
	Iteration 31Q: 3 clusters Score -2806564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2806563.000000 Penalty: 3245.341553
	Iteration 32Q: 3 clusters Score -2806563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2806565.750000 Penalty: 3245.341553
	Iteration 33Q: 3 clusters Score -2806566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2806569.500000 Penalty: 3245.341553
	Iteration 34Q: 3 clusters Score -2806570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2806570.000000 Penalty: 3245.341553
	Iteration 35Q: 3 clusters Score -2806570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2806565.750000 Penalty: 3245.341553
	Iteration 36Q: 3 clusters Score -2806566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2806577.000000 Penalty: 3245.341553
	Iteration 37Q: 3 clusters Score -2806577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2806575.000000 Penalty: 3245.341553
	Iteration 38Q: 3 clusters Score -2806575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2806580.750000 Penalty: 3245.341553
	Iteration 39Q: 3 clusters Score -2806581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2806584.750000 Penalty: 3245.341553
	Iteration 40F: 3 clusters Score -2806585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2806589.500000 Penalty: 3245.341553
	Iteration 41Q: 3 clusters Score -2806590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2806594.000000 Penalty: 3245.341553
	Iteration 42Q: 3 clusters Score -2806594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2806594.750000 Penalty: 3245.341553
	Iteration 43Q: 3 clusters Score -2806595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2806603.250000 Penalty: 3245.341553
	Iteration 44Q: 3 clusters Score -2806603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2806601.000000 Penalty: 3245.341553
	Iteration 45Q: 3 clusters Score -2806601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2806603.500000 Penalty: 3245.341553
	Iteration 46Q: 3 clusters Score -2806604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2806604.500000 Penalty: 3245.341553
	Iteration 47Q: 3 clusters Score -2806604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2806602.750000 Penalty: 3245.341553
	Iteration 48Q: 3 clusters Score -2806603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2806605.000000 Penalty: 3245.341553
	Iteration 49Q: 3 clusters Score -2806605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2806605.250000 Penalty: 3245.341553
	Iteration 50Q: 3 clusters Score -2806605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2806602.750000 Penalty: 3245.341553
	Iteration 51Q: 3 clusters Score -2806603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2806608.500000 Penalty: 3245.341553
	Iteration 52Q: 3 clusters Score -2806608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2806614.250000 Penalty: 3245.341553
	Iteration 53Q: 3 clusters Score -2806614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2806614.250000 Penalty: 3245.341553
	Iteration 54Q: 3 clusters Score -2806614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2806613.000000 Penalty: 3245.341553
	Iteration 55Q: 3 clusters Score -2806613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2806613.250000 Penalty: 3245.341553
	Iteration 56Q: 3 clusters Score -2806613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2806615.500000 Penalty: 3245.341553
	Iteration 57Q: 3 clusters Score -2806616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2806615.250000 Penalty: 3245.341553
	Iteration 58Q: 3 clusters Score -2806615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2806616.750000 Penalty: 3245.341553
	Iteration 59Q: 3 clusters Score -2806617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2806619.500000 Penalty: 3245.341553
	Iteration 60F: 3 clusters Score -2806620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2806619.750000 Penalty: 3245.341553
	Iteration 61Q: 3 clusters Score -2806620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2806618.250000 Penalty: 3245.341553
	Iteration 62Q: 3 clusters Score -2806618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2806620.750000 Penalty: 3245.341553
	Iteration 63Q: 3 clusters Score -2806621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2806625.000000 Penalty: 3245.341553
	Iteration 64Q: 3 clusters Score -2806625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2806628.250000 Penalty: 3245.341553
	Iteration 65Q: 3 clusters Score -2806628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2806628.750000 Penalty: 3245.341553
	Iteration 66Q: 3 clusters Score -2806629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2806631.000000 Penalty: 3245.341553
	Iteration 67Q: 3 clusters Score -2806631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2806628.250000 Penalty: 3245.341553
	Iteration 68Q: 3 clusters Score -2806628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2806631.250000 Penalty: 3245.341553
	Iteration 69Q: 3 clusters Score -2806631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2806633.000000 Penalty: 3245.341553
	Iteration 70Q: 3 clusters Score -2806633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2806634.000000 Penalty: 3245.341553
	Iteration 71Q: 3 clusters Score -2806634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2806632.000000 Penalty: 3245.341553
	Iteration 72Q: 3 clusters Score -2806632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2806631.250000 Penalty: 3245.341553
	Iteration 73Q: 3 clusters Score -2806631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2806630.000000 Penalty: 3245.341553
	Iteration 74Q: 3 clusters Score -2806630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2806632.500000 Penalty: 3245.341553
	Iteration 75Q: 3 clusters Score -2806632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2806632.500000 Penalty: 3245.341553
	Iteration 76F: 3 clusters Score -2806632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -27045.466797 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -27045.47 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 179 members 
Entering Unmasked Estep 
Score: -26350.005859 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -26350.01 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26842.363281 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -26842.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27017.742188 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -27017.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27162.474609 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -27162.47 nChanged 11
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: -27197.564453 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -27197.56 nChanged 5
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: -27211.398438 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -27211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27224.996094 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -27225 nChanged 1
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: -27226.039062 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -27226.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27226.656250 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -27226.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27227.757812 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -27227.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27228.394531 Penalty: 1928.840576
	Iteration 10Q: 3 clusters Score -27228.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27228.394531 Penalty: 1928.840576
	Iteration 11F: 3 clusters Score -27228.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 93701 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 20403 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45834 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42526 members 
Mstep: Class 13 contains 231 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 21713 members 
Mstep: Class 17 contains 147 members 
Mstep: Class 18 contains 105753 members 
Mstep: Class 19 contains 81582 members 
Mstep: Class 20 contains 31261 members 
Entering Unmasked Estep 
Score: -69533136.000000 Penalty: 40818.515625
Splitting cluster 17 changes total score from -69534088.000000 to -69533136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (105753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Entering Unmasked Estep 
Score: -13542797.000000 Penalty: 1879.939941
	Iteration 0F: 2 clusters Score -1.35428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -13474496.000000 Penalty: 3759.879883
	Iteration 0F: 3 clusters Score -1.34745e+07 nChanged 50745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -13503608.000000 Penalty: 3759.879883
	Iteration 1F: 3 clusters Score -1.350361e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -13504384.000000 Penalty: 3759.879883
	Iteration 2Q: 3 clusters Score -1.350438e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -13505311.000000 Penalty: 3759.879883
	Iteration 3Q: 3 clusters Score -1.350531e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -13506757.000000 Penalty: 3759.879883
	Iteration 4Q: 3 clusters Score -1.350676e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -13508736.000000 Penalty: 3759.879883
	Iteration 5Q: 3 clusters Score -1.350874e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -13511856.000000 Penalty: 3759.879883
	Iteration 6F: 3 clusters Score -1.351186e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -13516496.000000 Penalty: 3759.879883
	Iteration 7F: 3 clusters Score -1.35165e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76279 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -13522440.000000 Penalty: 3759.879883
	Iteration 8F: 3 clusters Score -1.352244e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -13527847.000000 Penalty: 3759.879883
	Iteration 9F: 3 clusters Score -1.352785e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -13531496.000000 Penalty: 3759.879883
	Iteration 10Q: 3 clusters Score -1.35315e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -13533505.000000 Penalty: 3759.879883
	Iteration 11Q: 3 clusters Score -1.35335e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -13534754.000000 Penalty: 3759.879883
	Iteration 12Q: 3 clusters Score -1.353475e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -13535712.000000 Penalty: 3759.879883
	Iteration 13Q: 3 clusters Score -1.353571e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -13536826.000000 Penalty: 3759.879883
	Iteration 14Q: 3 clusters Score -1.353683e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -13537852.000000 Penalty: 3759.879883
	Iteration 15Q: 3 clusters Score -1.353785e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98192 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -13538761.000000 Penalty: 3759.879883
	Iteration 16Q: 3 clusters Score -1.353876e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -13539661.000000 Penalty: 3759.879883
	Iteration 17Q: 3 clusters Score -1.353966e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -13540373.000000 Penalty: 3759.879883
	Iteration 18Q: 3 clusters Score -1.354037e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102887 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -13540765.000000 Penalty: 3759.879883
	Iteration 19Q: 3 clusters Score -1.354076e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -13540986.000000 Penalty: 3759.879883
	Iteration 20F: 3 clusters Score -1.354099e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -13541155.000000 Penalty: 3759.879883
	Iteration 21Q: 3 clusters Score -1.354116e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104860 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13541210.000000 Penalty: 3759.879883
	Iteration 22Q: 3 clusters Score -1.354121e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -13541260.000000 Penalty: 3759.879883
	Iteration 23Q: 3 clusters Score -1.354126e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13541316.000000 Penalty: 3759.879883
	Iteration 24Q: 3 clusters Score -1.354132e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13541316.000000 Penalty: 3759.879883
	Iteration 25Q: 3 clusters Score -1.354132e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105271 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -13541330.000000 Penalty: 3759.879883
	Iteration 26Q: 3 clusters Score -1.354133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105300 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13541332.000000 Penalty: 3759.879883
	Iteration 27Q: 3 clusters Score -1.354133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13541357.000000 Penalty: 3759.879883
	Iteration 28Q: 3 clusters Score -1.354136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -13541359.000000 Penalty: 3759.879883
	Iteration 29Q: 3 clusters Score -1.354136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -13541375.000000 Penalty: 3759.879883
	Iteration 30Q: 3 clusters Score -1.354138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13541377.000000 Penalty: 3759.879883
	Iteration 31Q: 3 clusters Score -1.354138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -13541384.000000 Penalty: 3759.879883
	Iteration 32Q: 3 clusters Score -1.354138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -13541385.000000 Penalty: 3759.879883
	Iteration 33Q: 3 clusters Score -1.354138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -13541389.000000 Penalty: 3759.879883
	Iteration 34Q: 3 clusters Score -1.354139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -13541389.000000 Penalty: 3759.879883
	Iteration 35F: 3 clusters Score -1.354139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Entering Unmasked Estep 
Score: -10509767.000000 Penalty: 1837.771729
	Iteration 0F: 2 clusters Score -1.050977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -10456473.000000 Penalty: 3675.543457
	Iteration 0F: 3 clusters Score -1.045647e+07 nChanged 38911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -10478838.000000 Penalty: 3675.543457
	Iteration 1F: 3 clusters Score -1.047884e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -10479935.000000 Penalty: 3675.543457
	Iteration 2Q: 3 clusters Score -1.047994e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -10481495.000000 Penalty: 3675.543457
	Iteration 3Q: 3 clusters Score -1.04815e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -10483979.000000 Penalty: 3675.543457
	Iteration 4F: 3 clusters Score -1.048398e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -10487949.000000 Penalty: 3675.543457
	Iteration 5F: 3 clusters Score -1.048795e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -10493354.000000 Penalty: 3675.543457
	Iteration 6F: 3 clusters Score -1.049335e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -10499297.000000 Penalty: 3675.543457
	Iteration 7F: 3 clusters Score -1.04993e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -10503955.000000 Penalty: 3675.543457
	Iteration 8F: 3 clusters Score -1.050396e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -10506541.000000 Penalty: 3675.543457
	Iteration 9Q: 3 clusters Score -1.050654e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10507512.000000 Penalty: 3675.543457
	Iteration 10Q: 3 clusters Score -1.050751e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10507867.000000 Penalty: 3675.543457
	Iteration 11Q: 3 clusters Score -1.050787e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10508007.000000 Penalty: 3675.543457
	Iteration 12Q: 3 clusters Score -1.050801e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10508066.000000 Penalty: 3675.543457
	Iteration 13Q: 3 clusters Score -1.050807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10508100.000000 Penalty: 3675.543457
	Iteration 14Q: 3 clusters Score -1.05081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10508121.000000 Penalty: 3675.543457
	Iteration 15Q: 3 clusters Score -1.050812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10508145.000000 Penalty: 3675.543457
	Iteration 16Q: 3 clusters Score -1.050814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10508149.000000 Penalty: 3675.543457
	Iteration 17Q: 3 clusters Score -1.050815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10508153.000000 Penalty: 3675.543457
	Iteration 18Q: 3 clusters Score -1.050815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10508154.000000 Penalty: 3675.543457
	Iteration 19Q: 3 clusters Score -1.050815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10508160.000000 Penalty: 3675.543457
	Iteration 20F: 3 clusters Score -1.050816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10508158.000000 Penalty: 3675.543457
	Iteration 21Q: 3 clusters Score -1.050816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10508170.000000 Penalty: 3675.543457
	Iteration 22Q: 3 clusters Score -1.050817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10508167.000000 Penalty: 3675.543457
	Iteration 23Q: 3 clusters Score -1.050817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10508167.000000 Penalty: 3675.543457
	Iteration 24F: 3 clusters Score -1.050817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Entering Unmasked Estep 
Score: -4036420.250000 Penalty: 1681.895508
	Iteration 0F: 2 clusters Score -4036420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -4015371.500000 Penalty: 3363.791016
	Iteration 0F: 3 clusters Score -4015372 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -4023370.500000 Penalty: 3363.791016
	Iteration 1F: 3 clusters Score -4023370 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -4023908.500000 Penalty: 3363.791016
	Iteration 2Q: 3 clusters Score -4023908 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -4024581.000000 Penalty: 3363.791016
	Iteration 3Q: 3 clusters Score -4024581 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -4025584.750000 Penalty: 3363.791016
	Iteration 4F: 3 clusters Score -4025585 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4027160.250000 Penalty: 3363.791016
	Iteration 5F: 3 clusters Score -4027160 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -4029410.250000 Penalty: 3363.791016
	Iteration 6F: 3 clusters Score -4029410 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -4031838.250000 Penalty: 3363.791016
	Iteration 7F: 3 clusters Score -4031838 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4033642.000000 Penalty: 3363.791016
	Iteration 8F: 3 clusters Score -4033642 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -4034393.250000 Penalty: 3363.791016
	Iteration 9Q: 3 clusters Score -4034393 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4034631.000000 Penalty: 3363.791016
	Iteration 10Q: 3 clusters Score -4034631 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4034743.000000 Penalty: 3363.791016
	Iteration 11Q: 3 clusters Score -4034743 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -4034801.250000 Penalty: 3363.791016
	Iteration 12Q: 3 clusters Score -4034801 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4034853.250000 Penalty: 3363.791016
	Iteration 13Q: 3 clusters Score -4034853 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4034887.000000 Penalty: 3363.791016
	Iteration 14Q: 3 clusters Score -4034887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -4034919.750000 Penalty: 3363.791016
	Iteration 15Q: 3 clusters Score -4034920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4034948.500000 Penalty: 3363.791016
	Iteration 16Q: 3 clusters Score -4034948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4034968.000000 Penalty: 3363.791016
	Iteration 17Q: 3 clusters Score -4034968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -4034965.500000 Penalty: 3363.791016
	Iteration 18Q: 3 clusters Score -4034966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -4034989.750000 Penalty: 3363.791016
	Iteration 19Q: 3 clusters Score -4034990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4035014.750000 Penalty: 3363.791016
	Iteration 20F: 3 clusters Score -4035015 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4035025.750000 Penalty: 3363.791016
	Iteration 21Q: 3 clusters Score -4035026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4035033.750000 Penalty: 3363.791016
	Iteration 22Q: 3 clusters Score -4035034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4035052.500000 Penalty: 3363.791016
	Iteration 23Q: 3 clusters Score -4035052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4035054.500000 Penalty: 3363.791016
	Iteration 24Q: 3 clusters Score -4035054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4035061.500000 Penalty: 3363.791016
	Iteration 25Q: 3 clusters Score -4035062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4035066.250000 Penalty: 3363.791016
	Iteration 26Q: 3 clusters Score -4035066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4035073.500000 Penalty: 3363.791016
	Iteration 27Q: 3 clusters Score -4035074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4035072.750000 Penalty: 3363.791016
	Iteration 28Q: 3 clusters Score -4035073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4035076.000000 Penalty: 3363.791016
	Iteration 29Q: 3 clusters Score -4035076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4035075.500000 Penalty: 3363.791016
	Iteration 30Q: 3 clusters Score -4035076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4035072.750000 Penalty: 3363.791016
	Iteration 31Q: 3 clusters Score -4035073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4035079.500000 Penalty: 3363.791016
	Iteration 32Q: 3 clusters Score -4035080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4035078.750000 Penalty: 3363.791016
	Iteration 33Q: 3 clusters Score -4035079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4035083.750000 Penalty: 3363.791016
	Iteration 34Q: 3 clusters Score -4035084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4035082.250000 Penalty: 3363.791016
	Iteration 35Q: 3 clusters Score -4035082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4035086.000000 Penalty: 3363.791016
	Iteration 36Q: 3 clusters Score -4035086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4035091.000000 Penalty: 3363.791016
	Iteration 37Q: 3 clusters Score -4035091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4035095.250000 Penalty: 3363.791016
	Iteration 38Q: 3 clusters Score -4035095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4035098.000000 Penalty: 3363.791016
	Iteration 39Q: 3 clusters Score -4035098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4035097.750000 Penalty: 3363.791016
	Iteration 40F: 3 clusters Score -4035098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4035094.500000 Penalty: 3363.791016
	Iteration 41Q: 3 clusters Score -4035094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4035097.000000 Penalty: 3363.791016
	Iteration 42Q: 3 clusters Score -4035097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4035096.500000 Penalty: 3363.791016
	Iteration 43Q: 3 clusters Score -4035096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4035095.250000 Penalty: 3363.791016
	Iteration 44Q: 3 clusters Score -4035095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4035098.750000 Penalty: 3363.791016
	Iteration 45Q: 3 clusters Score -4035099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4035098.000000 Penalty: 3363.791016
	Iteration 46Q: 3 clusters Score -4035098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4035100.750000 Penalty: 3363.791016
	Iteration 47Q: 3 clusters Score -4035101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4035097.000000 Penalty: 3363.791016
	Iteration 48Q: 3 clusters Score -4035097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4035100.000000 Penalty: 3363.791016
	Iteration 49Q: 3 clusters Score -4035100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4035099.000000 Penalty: 3363.791016
	Iteration 50Q: 3 clusters Score -4035099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4035100.500000 Penalty: 3363.791016
	Iteration 51Q: 3 clusters Score -4035100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4035107.250000 Penalty: 3363.791016
	Iteration 52Q: 3 clusters Score -4035107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4035103.750000 Penalty: 3363.791016
	Iteration 53Q: 3 clusters Score -4035104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4035105.250000 Penalty: 3363.791016
	Iteration 54Q: 3 clusters Score -4035105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4035106.750000 Penalty: 3363.791016
	Iteration 55Q: 3 clusters Score -4035107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4035112.250000 Penalty: 3363.791016
	Iteration 56Q: 3 clusters Score -4035112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4035106.500000 Penalty: 3363.791016
	Iteration 57Q: 3 clusters Score -4035106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4035107.000000 Penalty: 3363.791016
	Iteration 58Q: 3 clusters Score -4035107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4035111.250000 Penalty: 3363.791016
	Iteration 59Q: 3 clusters Score -4035111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4035112.250000 Penalty: 3363.791016
	Iteration 60F: 3 clusters Score -4035112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4035114.250000 Penalty: 3363.791016
	Iteration 61Q: 3 clusters Score -4035114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4035115.750000 Penalty: 3363.791016
	Iteration 62Q: 3 clusters Score -4035116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4035115.500000 Penalty: 3363.791016
	Iteration 63Q: 3 clusters Score -4035116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4035117.250000 Penalty: 3363.791016
	Iteration 64Q: 3 clusters Score -4035117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4035116.250000 Penalty: 3363.791016
	Iteration 65Q: 3 clusters Score -4035116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4035116.500000 Penalty: 3363.791016
	Iteration 66Q: 3 clusters Score -4035116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4035116.000000 Penalty: 3363.791016
	Iteration 67Q: 3 clusters Score -4035116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4035122.500000 Penalty: 3363.791016
	Iteration 68Q: 3 clusters Score -4035122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4035119.500000 Penalty: 3363.791016
	Iteration 69Q: 3 clusters Score -4035120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4035124.250000 Penalty: 3363.791016
	Iteration 70Q: 3 clusters Score -4035124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4035127.000000 Penalty: 3363.791016
	Iteration 71Q: 3 clusters Score -4035127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4035124.000000 Penalty: 3363.791016
	Iteration 72Q: 3 clusters Score -4035124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4035123.500000 Penalty: 3363.791016
	Iteration 73Q: 3 clusters Score -4035124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4035123.500000 Penalty: 3363.791016
	Iteration 74Q: 3 clusters Score -4035124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4035123.500000 Penalty: 3363.791016
	Iteration 75F: 3 clusters Score -4035124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 93701 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 20403 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45834 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42526 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 21713 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105753 members 
Mstep: Class 19 contains 81582 members 
Mstep: Class 20 contains 31261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534128.000000 Penalty: 38670.171875
Iteration 199Q: 19 clusters Score -6.953413e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10710 members 
Mstep: Class 3 contains 93704 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45835 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42528 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105767 members 
Mstep: Class 19 contains 81579 members 
Mstep: Class 20 contains 31241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534080.000000 Penalty: 38670.171875
Iteration 200F: 19 clusters Score -6.953408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 93706 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45837 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42533 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 21712 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105769 members 
Mstep: Class 19 contains 81576 members 
Mstep: Class 20 contains 31231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534064.000000 Penalty: 38670.171875
Iteration 201Q: 19 clusters Score -6.953406e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 93711 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 20407 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45837 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42539 members 
Mstep: Class 15 contains 72081 members 
Mstep: Class 16 contains 21712 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105771 members 
Mstep: Class 19 contains 81574 members 
Mstep: Class 20 contains 31222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534120.000000 Penalty: 38670.171875
Iteration 202Q: 19 clusters Score -6.953412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10717 members 
Mstep: Class 3 contains 93709 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 20408 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45837 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42547 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105771 members 
Mstep: Class 19 contains 81571 members 
Mstep: Class 20 contains 31212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534136.000000 Penalty: 38670.171875
Iteration 203Q: 19 clusters Score -6.953414e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 93710 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 20409 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 45838 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42549 members 
Mstep: Class 15 contains 72084 members 
Mstep: Class 16 contains 21710 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105777 members 
Mstep: Class 19 contains 81569 members 
Mstep: Class 20 contains 31200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534056.000000 Penalty: 38670.171875
Iteration 204Q: 19 clusters Score -6.953406e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 93712 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 20408 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 45838 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42561 members 
Mstep: Class 15 contains 72087 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105778 members 
Mstep: Class 19 contains 81568 members 
Mstep: Class 20 contains 31184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534040.000000 Penalty: 38670.171875
Iteration 205Q: 19 clusters Score -6.953404e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 93707 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 45840 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42574 members 
Mstep: Class 15 contains 72087 members 
Mstep: Class 16 contains 21707 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105788 members 
Mstep: Class 19 contains 81565 members 
Mstep: Class 20 contains 31170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534024.000000 Penalty: 38670.171875
Iteration 206Q: 19 clusters Score -6.953402e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10725 members 
Mstep: Class 3 contains 93704 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14719 members 
Mstep: Class 8 contains 20409 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 45845 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42592 members 
Mstep: Class 15 contains 72090 members 
Mstep: Class 16 contains 21706 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105784 members 
Mstep: Class 19 contains 81564 members 
Mstep: Class 20 contains 31154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533976.000000 Penalty: 38670.171875
Iteration 207Q: 19 clusters Score -6.953398e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10727 members 
Mstep: Class 3 contains 93700 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14715 members 
Mstep: Class 8 contains 20409 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 45848 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42613 members 
Mstep: Class 15 contains 72088 members 
Mstep: Class 16 contains 21706 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105785 members 
Mstep: Class 19 contains 81558 members 
Mstep: Class 20 contains 31142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534008.000000 Penalty: 38670.171875
Iteration 208Q: 19 clusters Score -6.953401e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10728 members 
Mstep: Class 3 contains 93693 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14713 members 
Mstep: Class 8 contains 20412 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 45852 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42634 members 
Mstep: Class 15 contains 72086 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105787 members 
Mstep: Class 19 contains 81555 members 
Mstep: Class 20 contains 31122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534040.000000 Penalty: 38670.171875
Iteration 209Q: 19 clusters Score -6.953404e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10728 members 
Mstep: Class 3 contains 93690 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14707 members 
Mstep: Class 8 contains 20413 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 45853 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42668 members 
Mstep: Class 15 contains 72086 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105781 members 
Mstep: Class 19 contains 81549 members 
Mstep: Class 20 contains 31107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534016.000000 Penalty: 38670.171875
Iteration 210Q: 19 clusters Score -6.953402e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10729 members 
Mstep: Class 3 contains 93687 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14702 members 
Mstep: Class 8 contains 20418 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 45853 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42705 members 
Mstep: Class 15 contains 72086 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105772 members 
Mstep: Class 19 contains 81541 members 
Mstep: Class 20 contains 31091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534048.000000 Penalty: 38670.171875
Iteration 211Q: 19 clusters Score -6.953405e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10729 members 
Mstep: Class 3 contains 93686 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14700 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45855 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42733 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105769 members 
Mstep: Class 19 contains 81530 members 
Mstep: Class 20 contains 31078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534080.000000 Penalty: 38670.171875
Iteration 212Q: 19 clusters Score -6.953408e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 93684 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14692 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45855 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42763 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 21710 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105764 members 
Mstep: Class 19 contains 81519 members 
Mstep: Class 20 contains 31073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534112.000000 Penalty: 38670.171875
Iteration 213Q: 19 clusters Score -6.953411e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 93684 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 20421 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45853 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42794 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105759 members 
Mstep: Class 19 contains 81501 members 
Mstep: Class 20 contains 31065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534032.000000 Penalty: 38670.171875
Iteration 214Q: 19 clusters Score -6.953403e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10732 members 
Mstep: Class 3 contains 93685 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14688 members 
Mstep: Class 8 contains 20422 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45854 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42825 members 
Mstep: Class 15 contains 72079 members 
Mstep: Class 16 contains 21712 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105753 members 
Mstep: Class 19 contains 81482 members 
Mstep: Class 20 contains 31060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534056.000000 Penalty: 38670.171875
Iteration 215Q: 19 clusters Score -6.953406e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 93680 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14686 members 
Mstep: Class 8 contains 20422 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45854 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42857 members 
Mstep: Class 15 contains 72081 members 
Mstep: Class 16 contains 21712 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105749 members 
Mstep: Class 19 contains 81468 members 
Mstep: Class 20 contains 31051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534024.000000 Penalty: 38670.171875
Iteration 216Q: 19 clusters Score -6.953402e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 93681 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14680 members 
Mstep: Class 8 contains 20424 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45855 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42887 members 
Mstep: Class 15 contains 72079 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105748 members 
Mstep: Class 19 contains 81455 members 
Mstep: Class 20 contains 31041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534072.000000 Penalty: 38670.171875
Iteration 217Q: 19 clusters Score -6.953407e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 93684 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14677 members 
Mstep: Class 8 contains 20430 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45856 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42908 members 
Mstep: Class 15 contains 72080 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105744 members 
Mstep: Class 19 contains 81444 members 
Mstep: Class 20 contains 31025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 218Q: 19 clusters Score -6.953409e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 93682 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14676 members 
Mstep: Class 8 contains 20435 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45856 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42921 members 
Mstep: Class 15 contains 72079 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105741 members 
Mstep: Class 19 contains 81446 members 
Mstep: Class 20 contains 31011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534056.000000 Penalty: 38670.171875
Iteration 219Q: 19 clusters Score -6.953406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10739 members 
Mstep: Class 3 contains 93676 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14676 members 
Mstep: Class 8 contains 20438 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45856 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42945 members 
Mstep: Class 15 contains 72078 members 
Mstep: Class 16 contains 21712 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105737 members 
Mstep: Class 19 contains 81438 members 
Mstep: Class 20 contains 31002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 220F: 19 clusters Score -6.953409e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 93674 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14675 members 
Mstep: Class 8 contains 20440 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45857 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42964 members 
Mstep: Class 15 contains 72076 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105735 members 
Mstep: Class 19 contains 81434 members 
Mstep: Class 20 contains 30993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534080.000000 Penalty: 38670.171875
Iteration 221Q: 19 clusters Score -6.953408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 93668 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14673 members 
Mstep: Class 8 contains 20439 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45858 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42985 members 
Mstep: Class 15 contains 72078 members 
Mstep: Class 16 contains 21710 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105731 members 
Mstep: Class 19 contains 81425 members 
Mstep: Class 20 contains 30992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534112.000000 Penalty: 38670.171875
Iteration 222Q: 19 clusters Score -6.953411e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10740 members 
Mstep: Class 3 contains 93662 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14673 members 
Mstep: Class 8 contains 20439 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45860 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 42999 members 
Mstep: Class 15 contains 72078 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105727 members 
Mstep: Class 19 contains 81422 members 
Mstep: Class 20 contains 30988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534104.000000 Penalty: 38670.171875
Iteration 223Q: 19 clusters Score -6.95341e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 93663 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14673 members 
Mstep: Class 8 contains 20441 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45861 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43005 members 
Mstep: Class 15 contains 72079 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105726 members 
Mstep: Class 19 contains 81416 members 
Mstep: Class 20 contains 30982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 224Q: 19 clusters Score -6.953409e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 93662 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 20442 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45860 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43014 members 
Mstep: Class 15 contains 72080 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105724 members 
Mstep: Class 19 contains 81418 members 
Mstep: Class 20 contains 30975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534128.000000 Penalty: 38670.171875
Iteration 225Q: 19 clusters Score -6.953413e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 93661 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 20443 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45861 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43031 members 
Mstep: Class 15 contains 72078 members 
Mstep: Class 16 contains 21710 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105717 members 
Mstep: Class 19 contains 81416 members 
Mstep: Class 20 contains 30967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534072.000000 Penalty: 38670.171875
Iteration 226Q: 19 clusters Score -6.953407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 93662 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14671 members 
Mstep: Class 8 contains 20445 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45863 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43042 members 
Mstep: Class 15 contains 72078 members 
Mstep: Class 16 contains 21710 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105712 members 
Mstep: Class 19 contains 81413 members 
Mstep: Class 20 contains 30960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534096.000000 Penalty: 38670.171875
Iteration 227Q: 19 clusters Score -6.95341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 93661 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 20444 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45863 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43050 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105712 members 
Mstep: Class 19 contains 81408 members 
Mstep: Class 20 contains 30955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534096.000000 Penalty: 38670.171875
Iteration 228Q: 19 clusters Score -6.95341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 93663 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 20444 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43058 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105711 members 
Mstep: Class 19 contains 81404 members 
Mstep: Class 20 contains 30949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534080.000000 Penalty: 38670.171875
Iteration 229Q: 19 clusters Score -6.953408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 93663 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 20445 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45865 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43059 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105711 members 
Mstep: Class 19 contains 81404 members 
Mstep: Class 20 contains 30945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534064.000000 Penalty: 38670.171875
Iteration 230Q: 19 clusters Score -6.953406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 93664 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 20447 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45866 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43062 members 
Mstep: Class 15 contains 72084 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105711 members 
Mstep: Class 19 contains 81402 members 
Mstep: Class 20 contains 30939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534032.000000 Penalty: 38670.171875
Iteration 231Q: 19 clusters Score -6.953403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 93663 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 20450 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43067 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105709 members 
Mstep: Class 19 contains 81402 members 
Mstep: Class 20 contains 30934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534048.000000 Penalty: 38670.171875
Iteration 232Q: 19 clusters Score -6.953405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 93662 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14671 members 
Mstep: Class 8 contains 20448 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43073 members 
Mstep: Class 15 contains 72084 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105710 members 
Mstep: Class 19 contains 81399 members 
Mstep: Class 20 contains 30932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 233Q: 19 clusters Score -6.953409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 93657 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43081 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105711 members 
Mstep: Class 19 contains 81399 members 
Mstep: Class 20 contains 30932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534088.000000 Penalty: 38670.171875
Iteration 234Q: 19 clusters Score -6.953409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 93656 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43086 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105711 members 
Mstep: Class 19 contains 81394 members 
Mstep: Class 20 contains 30932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534128.000000 Penalty: 38670.171875
Iteration 235Q: 19 clusters Score -6.953413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93654 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43088 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105713 members 
Mstep: Class 19 contains 81392 members 
Mstep: Class 20 contains 30932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534136.000000 Penalty: 38670.171875
Iteration 236Q: 19 clusters Score -6.953414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93653 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43091 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105714 members 
Mstep: Class 19 contains 81389 members 
Mstep: Class 20 contains 30931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534152.000000 Penalty: 38670.171875
Iteration 237Q: 19 clusters Score -6.953415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93649 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43094 members 
Mstep: Class 15 contains 72084 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105715 members 
Mstep: Class 19 contains 81388 members 
Mstep: Class 20 contains 30931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534128.000000 Penalty: 38670.171875
Iteration 238Q: 19 clusters Score -6.953413e+07 nChanged 2
Entering ConstructFrom: 
Score: -69534128.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (6043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Entering Unmasked Estep 
Score: -728765.562500 Penalty: 1414.831543
	Iteration 0F: 2 clusters Score -728765.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -724126.687500 Penalty: 2829.663086
	Iteration 0F: 3 clusters Score -724126.7 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -725428.750000 Penalty: 2829.663086
	Iteration 1F: 3 clusters Score -725428.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -725645.812500 Penalty: 2829.663086
	Iteration 2F: 3 clusters Score -725645.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -725820.562500 Penalty: 2829.663086
	Iteration 3F: 3 clusters Score -725820.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -725973.750000 Penalty: 2829.663086
	Iteration 4Q: 3 clusters Score -725973.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -726090.875000 Penalty: 2829.663086
	Iteration 5Q: 3 clusters Score -726090.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -726225.625000 Penalty: 2829.663086
	Iteration 6Q: 3 clusters Score -726225.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -726368.750000 Penalty: 2829.663086
	Iteration 7Q: 3 clusters Score -726368.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -726518.375000 Penalty: 2829.663086
	Iteration 8Q: 3 clusters Score -726518.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -726674.062500 Penalty: 2829.663086
	Iteration 9Q: 3 clusters Score -726674.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -726815.375000 Penalty: 2829.663086
	Iteration 10Q: 3 clusters Score -726815.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -726967.687500 Penalty: 2829.663086
	Iteration 11Q: 3 clusters Score -726967.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -727107.937500 Penalty: 2829.663086
	Iteration 12Q: 3 clusters Score -727107.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -727226.687500 Penalty: 2829.663086
	Iteration 13Q: 3 clusters Score -727226.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -727303.562500 Penalty: 2829.663086
	Iteration 14Q: 3 clusters Score -727303.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -727354.687500 Penalty: 2829.663086
	Iteration 15Q: 3 clusters Score -727354.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -727397.500000 Penalty: 2829.663086
	Iteration 16Q: 3 clusters Score -727397.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -727431.312500 Penalty: 2829.663086
	Iteration 17Q: 3 clusters Score -727431.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -727453.312500 Penalty: 2829.663086
	Iteration 18Q: 3 clusters Score -727453.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -727473.625000 Penalty: 2829.663086
	Iteration 19Q: 3 clusters Score -727473.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -727485.500000 Penalty: 2829.663086
	Iteration 20F: 3 clusters Score -727485.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -727498.562500 Penalty: 2829.663086
	Iteration 21Q: 3 clusters Score -727498.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -727509.937500 Penalty: 2829.663086
	Iteration 22Q: 3 clusters Score -727509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -727516.750000 Penalty: 2829.663086
	Iteration 23Q: 3 clusters Score -727516.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -727522.250000 Penalty: 2829.663086
	Iteration 24Q: 3 clusters Score -727522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -727528.125000 Penalty: 2829.663086
	Iteration 25Q: 3 clusters Score -727528.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -727536.062500 Penalty: 2829.663086
	Iteration 26Q: 3 clusters Score -727536.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -727544.562500 Penalty: 2829.663086
	Iteration 27Q: 3 clusters Score -727544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -727545.625000 Penalty: 2829.663086
	Iteration 28Q: 3 clusters Score -727545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -727548.375000 Penalty: 2829.663086
	Iteration 29Q: 3 clusters Score -727548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -727549.812500 Penalty: 2829.663086
	Iteration 30Q: 3 clusters Score -727549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -727549.812500 Penalty: 2829.663086
	Iteration 31F: 3 clusters Score -727549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Entering Unmasked Estep 
Score: -1370854.875000 Penalty: 1508.341675
	Iteration 0F: 2 clusters Score -1370855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1363228.125000 Penalty: 3016.683350
	Iteration 0F: 3 clusters Score -1363228 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1365747.000000 Penalty: 3016.683350
	Iteration 1F: 3 clusters Score -1365747 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1365950.875000 Penalty: 3016.683350
	Iteration 2F: 3 clusters Score -1365951 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1366130.125000 Penalty: 3016.683350
	Iteration 3Q: 3 clusters Score -1366130 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1366273.125000 Penalty: 3016.683350
	Iteration 4Q: 3 clusters Score -1366273 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1366453.750000 Penalty: 3016.683350
	Iteration 5Q: 3 clusters Score -1366454 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1366629.500000 Penalty: 3016.683350
	Iteration 6Q: 3 clusters Score -1366630 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1366845.250000 Penalty: 3016.683350
	Iteration 7Q: 3 clusters Score -1366845 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1367145.375000 Penalty: 3016.683350
	Iteration 8Q: 3 clusters Score -1367145 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1367520.375000 Penalty: 3016.683350
	Iteration 9F: 3 clusters Score -1367520 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1367929.375000 Penalty: 3016.683350
	Iteration 10F: 3 clusters Score -1367929 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1368317.375000 Penalty: 3016.683350
	Iteration 11Q: 3 clusters Score -1368317 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1368665.750000 Penalty: 3016.683350
	Iteration 12Q: 3 clusters Score -1368666 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1368925.625000 Penalty: 3016.683350
	Iteration 13Q: 3 clusters Score -1368926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1369123.500000 Penalty: 3016.683350
	Iteration 14Q: 3 clusters Score -1369124 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1369253.625000 Penalty: 3016.683350
	Iteration 15Q: 3 clusters Score -1369254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1369342.000000 Penalty: 3016.683350
	Iteration 16Q: 3 clusters Score -1369342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1369405.875000 Penalty: 3016.683350
	Iteration 17Q: 3 clusters Score -1369406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1369453.875000 Penalty: 3016.683350
	Iteration 18Q: 3 clusters Score -1369454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1369496.125000 Penalty: 3016.683350
	Iteration 19Q: 3 clusters Score -1369496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1369524.875000 Penalty: 3016.683350
	Iteration 20F: 3 clusters Score -1369525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1369540.375000 Penalty: 3016.683350
	Iteration 21Q: 3 clusters Score -1369540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1369562.250000 Penalty: 3016.683350
	Iteration 22Q: 3 clusters Score -1369562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1369575.500000 Penalty: 3016.683350
	Iteration 23Q: 3 clusters Score -1369576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1369584.250000 Penalty: 3016.683350
	Iteration 24Q: 3 clusters Score -1369584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1369589.625000 Penalty: 3016.683350
	Iteration 25Q: 3 clusters Score -1369590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1369598.750000 Penalty: 3016.683350
	Iteration 26Q: 3 clusters Score -1369599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1369601.250000 Penalty: 3016.683350
	Iteration 27Q: 3 clusters Score -1369601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1369605.000000 Penalty: 3016.683350
	Iteration 28Q: 3 clusters Score -1369605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1369607.125000 Penalty: 3016.683350
	Iteration 29Q: 3 clusters Score -1369607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1369613.500000 Penalty: 3016.683350
	Iteration 30Q: 3 clusters Score -1369614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1369614.750000 Penalty: 3016.683350
	Iteration 31Q: 3 clusters Score -1369615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1369617.750000 Penalty: 3016.683350
	Iteration 32Q: 3 clusters Score -1369618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1369616.875000 Penalty: 3016.683350
	Iteration 33Q: 3 clusters Score -1369617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1369616.875000 Penalty: 3016.683350
	Iteration 34F: 3 clusters Score -1369617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (93648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Entering Unmasked Estep 
Score: -12020387.000000 Penalty: 1860.185913
	Iteration 0F: 2 clusters Score -1.202039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -11959878.000000 Penalty: 3720.371826
	Iteration 0F: 3 clusters Score -1.195988e+07 nChanged 44818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -11985492.000000 Penalty: 3720.371826
	Iteration 1F: 3 clusters Score -1.198549e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -11986335.000000 Penalty: 3720.371826
	Iteration 2Q: 3 clusters Score -1.198634e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -11987523.000000 Penalty: 3720.371826
	Iteration 3Q: 3 clusters Score -1.198752e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -11989721.000000 Penalty: 3720.371826
	Iteration 4F: 3 clusters Score -1.198972e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -11993764.000000 Penalty: 3720.371826
	Iteration 5F: 3 clusters Score -1.199376e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -12000208.000000 Penalty: 3720.371826
	Iteration 6F: 3 clusters Score -1.200021e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -12008016.000000 Penalty: 3720.371826
	Iteration 7F: 3 clusters Score -1.200802e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -12014016.000000 Penalty: 3720.371826
	Iteration 8F: 3 clusters Score -1.201402e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -12017138.000000 Penalty: 3720.371826
	Iteration 9Q: 3 clusters Score -1.201714e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -12018185.000000 Penalty: 3720.371826
	Iteration 10Q: 3 clusters Score -1.201818e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -12018501.000000 Penalty: 3720.371826
	Iteration 11Q: 3 clusters Score -1.20185e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -12018632.000000 Penalty: 3720.371826
	Iteration 12Q: 3 clusters Score -1.201863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -12018664.000000 Penalty: 3720.371826
	Iteration 13Q: 3 clusters Score -1.201866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -12018685.000000 Penalty: 3720.371826
	Iteration 14Q: 3 clusters Score -1.201868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -12018702.000000 Penalty: 3720.371826
	Iteration 15Q: 3 clusters Score -1.20187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -12018707.000000 Penalty: 3720.371826
	Iteration 16Q: 3 clusters Score -1.201871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -12018710.000000 Penalty: 3720.371826
	Iteration 17Q: 3 clusters Score -1.201871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -12018726.000000 Penalty: 3720.371826
	Iteration 18Q: 3 clusters Score -1.201873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -12018734.000000 Penalty: 3720.371826
	Iteration 19Q: 3 clusters Score -1.201873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -12018737.000000 Penalty: 3720.371826
	Iteration 20F: 3 clusters Score -1.201874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -37535.371094 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -37535.37 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: -36627.492188 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -36627.49 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36980.558594 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -36980.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37169.773438 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -37169.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37217.359375 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -37217.36 nChanged 6
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: -37241.808594 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -37241.81 nChanged 5
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: -37264.605469 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -37264.61 nChanged 4
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: -37272.148438 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -37272.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37286.339844 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -37286.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37291.582031 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -37291.58 nChanged 2
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: -37293.304688 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -37293.3 nChanged 0
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: -37293.304688 Penalty: 1924.512939
	Iteration 10F: 3 clusters Score -37293.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -92928.335938 Penalty: 1092.427368
	Iteration 0F: 2 clusters Score -92928.34 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 409 members 
Entering Unmasked Estep 
Score: -91625.046875 Penalty: 2184.854736
	Iteration 0F: 3 clusters Score -91625.05 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91888.546875 Penalty: 2184.854736
	Iteration 1F: 3 clusters Score -91888.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91993.500000 Penalty: 2184.854736
	Iteration 2F: 3 clusters Score -91993.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92075.500000 Penalty: 2184.854736
	Iteration 3Q: 3 clusters Score -92075.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92155.546875 Penalty: 2184.854736
	Iteration 4F: 3 clusters Score -92155.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -92264.804688 Penalty: 2184.854736
	Iteration 5F: 3 clusters Score -92264.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -92369.171875 Penalty: 2184.854736
	Iteration 6F: 3 clusters Score -92369.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92477.734375 Penalty: 2184.854736
	Iteration 7Q: 3 clusters Score -92477.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -92559.085938 Penalty: 2184.854736
	Iteration 8Q: 3 clusters Score -92559.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -92650.867188 Penalty: 2184.854736
	Iteration 9Q: 3 clusters Score -92650.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -92733.593750 Penalty: 2184.854736
	Iteration 10Q: 3 clusters Score -92733.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -92781.335938 Penalty: 2184.854736
	Iteration 11Q: 3 clusters Score -92781.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -92816.445312 Penalty: 2184.854736
	Iteration 12Q: 3 clusters Score -92816.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -92836.148438 Penalty: 2184.854736
	Iteration 13Q: 3 clusters Score -92836.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -92842.195312 Penalty: 2184.854736
	Iteration 14Q: 3 clusters Score -92842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -92844.000000 Penalty: 2184.854736
	Iteration 15Q: 3 clusters Score -92844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -92845.867188 Penalty: 2184.854736
	Iteration 16Q: 3 clusters Score -92845.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -92845.867188 Penalty: 2184.854736
	Iteration 17F: 3 clusters Score -92845.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -37795.101562 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -37795.1 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 201 members 
Entering Unmasked Estep 
Score: -36903.625000 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -36903.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37131.824219 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -37131.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37245.515625 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -37245.52 nChanged 24
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: -37319.628906 Penalty: 1931.409912
	Iteration 3F: 3 clusters Score -37319.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37342.542969 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -37342.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37349.421875 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -37349.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37356.187500 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -37356.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37360.261719 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -37360.26 nChanged 1
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: -37362.500000 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -37362.5 nChanged 1
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: -37364.890625 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -37364.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37366.589844 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -37366.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37366.589844 Penalty: 1931.409912
	Iteration 11F: 3 clusters Score -37366.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Entering Unmasked Estep 
Score: -1905687.500000 Penalty: 1558.942383
	Iteration 0F: 2 clusters Score -1905688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1895512.750000 Penalty: 3117.884766
	Iteration 0F: 3 clusters Score -1895513 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1899015.500000 Penalty: 3117.884766
	Iteration 1F: 3 clusters Score -1899016 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1899259.750000 Penalty: 3117.884766
	Iteration 2F: 3 clusters Score -1899260 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1899444.750000 Penalty: 3117.884766
	Iteration 3Q: 3 clusters Score -1899445 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1899615.500000 Penalty: 3117.884766
	Iteration 4Q: 3 clusters Score -1899616 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1899845.125000 Penalty: 3117.884766
	Iteration 5Q: 3 clusters Score -1899845 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1900142.000000 Penalty: 3117.884766
	Iteration 6Q: 3 clusters Score -1900142 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1900582.750000 Penalty: 3117.884766
	Iteration 7F: 3 clusters Score -1900583 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1901167.125000 Penalty: 3117.884766
	Iteration 8F: 3 clusters Score -1901167 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1901933.375000 Penalty: 3117.884766
	Iteration 9F: 3 clusters Score -1901933 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1902640.125000 Penalty: 3117.884766
	Iteration 10F: 3 clusters Score -1902640 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1903217.000000 Penalty: 3117.884766
	Iteration 11Q: 3 clusters Score -1903217 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1903635.250000 Penalty: 3117.884766
	Iteration 12Q: 3 clusters Score -1903635 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1903901.000000 Penalty: 3117.884766
	Iteration 13Q: 3 clusters Score -1903901 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1904059.625000 Penalty: 3117.884766
	Iteration 14Q: 3 clusters Score -1904060 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1904140.625000 Penalty: 3117.884766
	Iteration 15Q: 3 clusters Score -1904141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1904188.250000 Penalty: 3117.884766
	Iteration 16Q: 3 clusters Score -1904188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1904236.250000 Penalty: 3117.884766
	Iteration 17Q: 3 clusters Score -1904236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1904277.125000 Penalty: 3117.884766
	Iteration 18Q: 3 clusters Score -1904277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1904301.500000 Penalty: 3117.884766
	Iteration 19Q: 3 clusters Score -1904302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1904323.750000 Penalty: 3117.884766
	Iteration 20F: 3 clusters Score -1904324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1904336.500000 Penalty: 3117.884766
	Iteration 21Q: 3 clusters Score -1904336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1904348.125000 Penalty: 3117.884766
	Iteration 22Q: 3 clusters Score -1904348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1904356.750000 Penalty: 3117.884766
	Iteration 23Q: 3 clusters Score -1904357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1904362.500000 Penalty: 3117.884766
	Iteration 24Q: 3 clusters Score -1904362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1904368.750000 Penalty: 3117.884766
	Iteration 25Q: 3 clusters Score -1904369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1904369.125000 Penalty: 3117.884766
	Iteration 26Q: 3 clusters Score -1904369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1904372.250000 Penalty: 3117.884766
	Iteration 27Q: 3 clusters Score -1904372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1904374.875000 Penalty: 3117.884766
	Iteration 28Q: 3 clusters Score -1904375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1904375.625000 Penalty: 3117.884766
	Iteration 29Q: 3 clusters Score -1904376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1904373.750000 Penalty: 3117.884766
	Iteration 30Q: 3 clusters Score -1904374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1904373.750000 Penalty: 3117.884766
	Iteration 31F: 3 clusters Score -1904374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Entering Unmasked Estep 
Score: -2582605.500000 Penalty: 1612.900757
	Iteration 0F: 2 clusters Score -2582606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2568707.500000 Penalty: 3225.801514
	Iteration 0F: 3 clusters Score -2568708 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2573741.500000 Penalty: 3225.801514
	Iteration 1F: 3 clusters Score -2573742 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2574062.000000 Penalty: 3225.801514
	Iteration 2Q: 3 clusters Score -2574062 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2574308.000000 Penalty: 3225.801514
	Iteration 3Q: 3 clusters Score -2574308 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2574547.750000 Penalty: 3225.801514
	Iteration 4Q: 3 clusters Score -2574548 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2574786.250000 Penalty: 3225.801514
	Iteration 5Q: 3 clusters Score -2574786 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2575048.750000 Penalty: 3225.801514
	Iteration 6Q: 3 clusters Score -2575049 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2575370.250000 Penalty: 3225.801514
	Iteration 7Q: 3 clusters Score -2575370 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2575745.500000 Penalty: 3225.801514
	Iteration 8Q: 3 clusters Score -2575746 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2576221.250000 Penalty: 3225.801514
	Iteration 9Q: 3 clusters Score -2576221 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2576785.500000 Penalty: 3225.801514
	Iteration 10Q: 3 clusters Score -2576786 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2577339.750000 Penalty: 3225.801514
	Iteration 11Q: 3 clusters Score -2577340 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2577831.500000 Penalty: 3225.801514
	Iteration 12Q: 3 clusters Score -2577832 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2578227.500000 Penalty: 3225.801514
	Iteration 13Q: 3 clusters Score -2578228 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2578526.750000 Penalty: 3225.801514
	Iteration 14Q: 3 clusters Score -2578527 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2578798.500000 Penalty: 3225.801514
	Iteration 15Q: 3 clusters Score -2578798 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2579052.000000 Penalty: 3225.801514
	Iteration 16Q: 3 clusters Score -2579052 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2579314.500000 Penalty: 3225.801514
	Iteration 17Q: 3 clusters Score -2579314 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2579620.750000 Penalty: 3225.801514
	Iteration 18Q: 3 clusters Score -2579621 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2579935.750000 Penalty: 3225.801514
	Iteration 19Q: 3 clusters Score -2579936 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2580300.500000 Penalty: 3225.801514
	Iteration 20F: 3 clusters Score -2580300 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2580648.000000 Penalty: 3225.801514
	Iteration 21Q: 3 clusters Score -2580648 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2580893.250000 Penalty: 3225.801514
	Iteration 22Q: 3 clusters Score -2580893 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2581066.250000 Penalty: 3225.801514
	Iteration 23Q: 3 clusters Score -2581066 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2581189.500000 Penalty: 3225.801514
	Iteration 24Q: 3 clusters Score -2581190 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2581264.250000 Penalty: 3225.801514
	Iteration 25Q: 3 clusters Score -2581264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2581298.000000 Penalty: 3225.801514
	Iteration 26Q: 3 clusters Score -2581298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2581331.250000 Penalty: 3225.801514
	Iteration 27Q: 3 clusters Score -2581331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2581359.250000 Penalty: 3225.801514
	Iteration 28Q: 3 clusters Score -2581359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2581376.500000 Penalty: 3225.801514
	Iteration 29Q: 3 clusters Score -2581376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2581391.750000 Penalty: 3225.801514
	Iteration 30Q: 3 clusters Score -2581392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2581407.500000 Penalty: 3225.801514
	Iteration 31Q: 3 clusters Score -2581408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2581414.250000 Penalty: 3225.801514
	Iteration 32Q: 3 clusters Score -2581414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2581420.750000 Penalty: 3225.801514
	Iteration 33Q: 3 clusters Score -2581421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2581430.500000 Penalty: 3225.801514
	Iteration 34Q: 3 clusters Score -2581430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2581430.750000 Penalty: 3225.801514
	Iteration 35Q: 3 clusters Score -2581431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2581439.500000 Penalty: 3225.801514
	Iteration 36Q: 3 clusters Score -2581440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2581434.500000 Penalty: 3225.801514
	Iteration 37Q: 3 clusters Score -2581434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2581433.750000 Penalty: 3225.801514
	Iteration 38Q: 3 clusters Score -2581434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2581435.000000 Penalty: 3225.801514
	Iteration 39Q: 3 clusters Score -2581435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2581435.750000 Penalty: 3225.801514
	Iteration 40F: 3 clusters Score -2581436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2581432.000000 Penalty: 3225.801514
	Iteration 41Q: 3 clusters Score -2581432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2581435.250000 Penalty: 3225.801514
	Iteration 42Q: 3 clusters Score -2581435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2581433.250000 Penalty: 3225.801514
	Iteration 43Q: 3 clusters Score -2581433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2581432.750000 Penalty: 3225.801514
	Iteration 44Q: 3 clusters Score -2581433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2581432.750000 Penalty: 3225.801514
	Iteration 45F: 3 clusters Score -2581433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -368086.281250 Penalty: 1299.674927
	Iteration 0F: 2 clusters Score -368086.3 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 1484 members 
Entering Unmasked Estep 
Score: -365380.093750 Penalty: 2599.349854
	Iteration 0F: 3 clusters Score -365380.1 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -366117.250000 Penalty: 2599.349854
	Iteration 1F: 3 clusters Score -366117.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -366360.218750 Penalty: 2599.349854
	Iteration 2F: 3 clusters Score -366360.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -366549.406250 Penalty: 2599.349854
	Iteration 3F: 3 clusters Score -366549.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -366717.625000 Penalty: 2599.349854
	Iteration 4F: 3 clusters Score -366717.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -366880.187500 Penalty: 2599.349854
	Iteration 5F: 3 clusters Score -366880.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -367066.812500 Penalty: 2599.349854
	Iteration 6F: 3 clusters Score -367066.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -367221.656250 Penalty: 2599.349854
	Iteration 7F: 3 clusters Score -367221.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -367313.218750 Penalty: 2599.349854
	Iteration 8Q: 3 clusters Score -367313.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -367377.937500 Penalty: 2599.349854
	Iteration 9Q: 3 clusters Score -367377.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -367428.687500 Penalty: 2599.349854
	Iteration 10Q: 3 clusters Score -367428.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -367450.656250 Penalty: 2599.349854
	Iteration 11Q: 3 clusters Score -367450.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -367465.062500 Penalty: 2599.349854
	Iteration 12Q: 3 clusters Score -367465.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -367473.750000 Penalty: 2599.349854
	Iteration 13Q: 3 clusters Score -367473.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -367479.500000 Penalty: 2599.349854
	Iteration 14Q: 3 clusters Score -367479.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -367482.156250 Penalty: 2599.349854
	Iteration 15Q: 3 clusters Score -367482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -367482.968750 Penalty: 2599.349854
	Iteration 16Q: 3 clusters Score -367483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -367483.812500 Penalty: 2599.349854
	Iteration 17Q: 3 clusters Score -367483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -367483.531250 Penalty: 2599.349854
	Iteration 18Q: 3 clusters Score -367483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -367486.062500 Penalty: 2599.349854
	Iteration 19Q: 3 clusters Score -367486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -367488.250000 Penalty: 2599.349854
	Iteration 20F: 3 clusters Score -367488.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -367489.781250 Penalty: 2599.349854
	Iteration 21Q: 3 clusters Score -367489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -367492.093750 Penalty: 2599.349854
	Iteration 22Q: 3 clusters Score -367492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -367493.437500 Penalty: 2599.349854
	Iteration 23Q: 3 clusters Score -367493.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -367493.687500 Penalty: 2599.349854
	Iteration 24Q: 3 clusters Score -367493.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -367493.687500 Penalty: 2599.349854
	Iteration 25F: 3 clusters Score -367493.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Entering Unmasked Estep 
Score: -5906552.000000 Penalty: 1744.193970
	Iteration 0F: 2 clusters Score -5906552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5875924.500000 Penalty: 3488.387939
	Iteration 0F: 3 clusters Score -5875924 nChanged 21418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -5888094.500000 Penalty: 3488.387939
	Iteration 1F: 3 clusters Score -5888094 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5888979.000000 Penalty: 3488.387939
	Iteration 2Q: 3 clusters Score -5888979 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -5890246.500000 Penalty: 3488.387939
	Iteration 3F: 3 clusters Score -5890246 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -5891756.000000 Penalty: 3488.387939
	Iteration 4F: 3 clusters Score -5891756 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -5893667.500000 Penalty: 3488.387939
	Iteration 5F: 3 clusters Score -5893668 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5895674.500000 Penalty: 3488.387939
	Iteration 6F: 3 clusters Score -5895674 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -5897652.500000 Penalty: 3488.387939
	Iteration 7F: 3 clusters Score -5897652 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -5899442.000000 Penalty: 3488.387939
	Iteration 8F: 3 clusters Score -5899442 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -5901039.500000 Penalty: 3488.387939
	Iteration 9Q: 3 clusters Score -5901040 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -5902295.500000 Penalty: 3488.387939
	Iteration 10Q: 3 clusters Score -5902296 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -5903225.500000 Penalty: 3488.387939
	Iteration 11Q: 3 clusters Score -5903226 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5903890.500000 Penalty: 3488.387939
	Iteration 12Q: 3 clusters Score -5903890 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5904253.500000 Penalty: 3488.387939
	Iteration 13Q: 3 clusters Score -5904254 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5904494.500000 Penalty: 3488.387939
	Iteration 14Q: 3 clusters Score -5904494 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5904652.000000 Penalty: 3488.387939
	Iteration 15Q: 3 clusters Score -5904652 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5904756.000000 Penalty: 3488.387939
	Iteration 16Q: 3 clusters Score -5904756 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5904832.000000 Penalty: 3488.387939
	Iteration 17Q: 3 clusters Score -5904832 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5904911.500000 Penalty: 3488.387939
	Iteration 18Q: 3 clusters Score -5904912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5904960.500000 Penalty: 3488.387939
	Iteration 19Q: 3 clusters Score -5904960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5904996.000000 Penalty: 3488.387939
	Iteration 20F: 3 clusters Score -5904996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5905023.000000 Penalty: 3488.387939
	Iteration 21Q: 3 clusters Score -5905023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5905040.500000 Penalty: 3488.387939
	Iteration 22Q: 3 clusters Score -5905040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5905052.500000 Penalty: 3488.387939
	Iteration 23Q: 3 clusters Score -5905052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5905066.500000 Penalty: 3488.387939
	Iteration 24Q: 3 clusters Score -5905066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5905100.500000 Penalty: 3488.387939
	Iteration 25Q: 3 clusters Score -5905100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5905114.500000 Penalty: 3488.387939
	Iteration 26Q: 3 clusters Score -5905114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5905120.500000 Penalty: 3488.387939
	Iteration 27Q: 3 clusters Score -5905120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5905130.500000 Penalty: 3488.387939
	Iteration 28Q: 3 clusters Score -5905130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5905132.000000 Penalty: 3488.387939
	Iteration 29Q: 3 clusters Score -5905132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5905135.500000 Penalty: 3488.387939
	Iteration 30Q: 3 clusters Score -5905136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5905143.500000 Penalty: 3488.387939
	Iteration 31Q: 3 clusters Score -5905144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5905150.500000 Penalty: 3488.387939
	Iteration 32Q: 3 clusters Score -5905150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5905156.000000 Penalty: 3488.387939
	Iteration 33Q: 3 clusters Score -5905156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5905157.500000 Penalty: 3488.387939
	Iteration 34Q: 3 clusters Score -5905158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5905163.000000 Penalty: 3488.387939
	Iteration 35Q: 3 clusters Score -5905163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5905163.000000 Penalty: 3488.387939
	Iteration 36Q: 3 clusters Score -5905163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5905163.000000 Penalty: 3488.387939
	Iteration 37Q: 3 clusters Score -5905163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5905164.000000 Penalty: 3488.387939
	Iteration 38Q: 3 clusters Score -5905164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5905164.000000 Penalty: 3488.387939
	Iteration 39F: 3 clusters Score -5905164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -10290.217773 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -10290.22 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 129 members 
Entering Unmasked Estep 
Score: -9600.149414 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -9600.149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9982.248047 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -9982.248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10255.825195 Penalty: 1803.449707
	Iteration 2F: 3 clusters Score -10255.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10326.080078 Penalty: 1803.449707
	Iteration 3Q: 3 clusters Score -10326.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10382.567383 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -10382.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10393.574219 Penalty: 1803.449707
	Iteration 5Q: 3 clusters Score -10393.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10401.749023 Penalty: 1803.449707
	Iteration 6Q: 3 clusters Score -10401.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10403.706055 Penalty: 1803.449707
	Iteration 7Q: 3 clusters Score -10403.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10403.706055 Penalty: 1803.449707
	Iteration 8F: 3 clusters Score -10403.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93648 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 12 contains 43096 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105715 members 
Mstep: Class 19 contains 81388 members 
Mstep: Class 20 contains 30931 members 
Entering Unmasked Estep 
Score: -69533016.000000 Penalty: 40818.515625
Splitting cluster 11 changes total score from -69534128.000000 to -69533016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (43096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Entering Unmasked Estep 
Score: -5578722.000000 Penalty: 1734.067627
	Iteration 0F: 2 clusters Score -5578722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5549983.500000 Penalty: 3468.135254
	Iteration 0F: 3 clusters Score -5549984 nChanged 20016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -5561344.000000 Penalty: 3468.135254
	Iteration 1F: 3 clusters Score -5561344 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -5561886.500000 Penalty: 3468.135254
	Iteration 2Q: 3 clusters Score -5561886 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -5562578.500000 Penalty: 3468.135254
	Iteration 3Q: 3 clusters Score -5562578 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -5563476.000000 Penalty: 3468.135254
	Iteration 4Q: 3 clusters Score -5563476 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -5564734.000000 Penalty: 3468.135254
	Iteration 5F: 3 clusters Score -5564734 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -5566423.000000 Penalty: 3468.135254
	Iteration 6F: 3 clusters Score -5566423 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -5568604.000000 Penalty: 3468.135254
	Iteration 7F: 3 clusters Score -5568604 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5571016.500000 Penalty: 3468.135254
	Iteration 8F: 3 clusters Score -5571016 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -5573245.500000 Penalty: 3468.135254
	Iteration 9F: 3 clusters Score -5573246 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -5574789.500000 Penalty: 3468.135254
	Iteration 10Q: 3 clusters Score -5574790 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -5575748.500000 Penalty: 3468.135254
	Iteration 11Q: 3 clusters Score -5575748 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5576308.000000 Penalty: 3468.135254
	Iteration 12Q: 3 clusters Score -5576308 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -5576631.000000 Penalty: 3468.135254
	Iteration 13Q: 3 clusters Score -5576631 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -5576818.500000 Penalty: 3468.135254
	Iteration 14Q: 3 clusters Score -5576818 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5576921.500000 Penalty: 3468.135254
	Iteration 15Q: 3 clusters Score -5576922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5576986.500000 Penalty: 3468.135254
	Iteration 16Q: 3 clusters Score -5576986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -5577031.500000 Penalty: 3468.135254
	Iteration 17Q: 3 clusters Score -5577032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -5577069.500000 Penalty: 3468.135254
	Iteration 18Q: 3 clusters Score -5577070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -5577094.000000 Penalty: 3468.135254
	Iteration 19Q: 3 clusters Score -5577094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -5577113.500000 Penalty: 3468.135254
	Iteration 20F: 3 clusters Score -5577114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -5577122.500000 Penalty: 3468.135254
	Iteration 21Q: 3 clusters Score -5577122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -5577129.000000 Penalty: 3468.135254
	Iteration 22Q: 3 clusters Score -5577129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -5577145.500000 Penalty: 3468.135254
	Iteration 23Q: 3 clusters Score -5577146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -5577159.500000 Penalty: 3468.135254
	Iteration 24Q: 3 clusters Score -5577160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -5577162.000000 Penalty: 3468.135254
	Iteration 25Q: 3 clusters Score -5577162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5577174.500000 Penalty: 3468.135254
	Iteration 26Q: 3 clusters Score -5577174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -5577189.000000 Penalty: 3468.135254
	Iteration 27Q: 3 clusters Score -5577189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -5577185.500000 Penalty: 3468.135254
	Iteration 28Q: 3 clusters Score -5577186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -5577193.000000 Penalty: 3468.135254
	Iteration 29Q: 3 clusters Score -5577193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5577200.500000 Penalty: 3468.135254
	Iteration 30Q: 3 clusters Score -5577200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -5577201.500000 Penalty: 3468.135254
	Iteration 31Q: 3 clusters Score -5577202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -5577199.000000 Penalty: 3468.135254
	Iteration 32Q: 3 clusters Score -5577199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -5577209.000000 Penalty: 3468.135254
	Iteration 33Q: 3 clusters Score -5577209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -5577222.000000 Penalty: 3468.135254
	Iteration 34Q: 3 clusters Score -5577222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -5577225.500000 Penalty: 3468.135254
	Iteration 35Q: 3 clusters Score -5577226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -5577223.500000 Penalty: 3468.135254
	Iteration 36Q: 3 clusters Score -5577224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -5577223.500000 Penalty: 3468.135254
	Iteration 37Q: 3 clusters Score -5577224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -5577228.000000 Penalty: 3468.135254
	Iteration 38Q: 3 clusters Score -5577228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5577224.000000 Penalty: 3468.135254
	Iteration 39Q: 3 clusters Score -5577224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -5577230.500000 Penalty: 3468.135254
	Iteration 40F: 3 clusters Score -5577230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -5577226.000000 Penalty: 3468.135254
	Iteration 41Q: 3 clusters Score -5577226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5577225.500000 Penalty: 3468.135254
	Iteration 42Q: 3 clusters Score -5577226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -5577236.000000 Penalty: 3468.135254
	Iteration 43Q: 3 clusters Score -5577236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -5577241.500000 Penalty: 3468.135254
	Iteration 44Q: 3 clusters Score -5577242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -5577242.500000 Penalty: 3468.135254
	Iteration 45Q: 3 clusters Score -5577242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -5577241.500000 Penalty: 3468.135254
	Iteration 46Q: 3 clusters Score -5577242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -5577241.500000 Penalty: 3468.135254
	Iteration 47F: 3 clusters Score -5577242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Entering Unmasked Estep 
Score: -9303602.000000 Penalty: 1817.655762
	Iteration 0F: 2 clusters Score -9303602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -9256037.000000 Penalty: 3635.311523
	Iteration 0F: 3 clusters Score -9256037 nChanged 34293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -9275600.000000 Penalty: 3635.311523
	Iteration 1F: 3 clusters Score -9275600 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -9276303.000000 Penalty: 3635.311523
	Iteration 2Q: 3 clusters Score -9276303 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -9277399.000000 Penalty: 3635.311523
	Iteration 3Q: 3 clusters Score -9277399 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -9279158.000000 Penalty: 3635.311523
	Iteration 4Q: 3 clusters Score -9279158 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -9282355.000000 Penalty: 3635.311523
	Iteration 5F: 3 clusters Score -9282355 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -9287499.000000 Penalty: 3635.311523
	Iteration 6F: 3 clusters Score -9287499 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -9293394.000000 Penalty: 3635.311523
	Iteration 7F: 3 clusters Score -9293394 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -9297937.000000 Penalty: 3635.311523
	Iteration 8F: 3 clusters Score -9297937 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9300441.000000 Penalty: 3635.311523
	Iteration 9Q: 3 clusters Score -9300441 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9301391.000000 Penalty: 3635.311523
	Iteration 10Q: 3 clusters Score -9301391 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9301724.000000 Penalty: 3635.311523
	Iteration 11Q: 3 clusters Score -9301724 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9301845.000000 Penalty: 3635.311523
	Iteration 12Q: 3 clusters Score -9301845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9301899.000000 Penalty: 3635.311523
	Iteration 13Q: 3 clusters Score -9301899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9301937.000000 Penalty: 3635.311523
	Iteration 14Q: 3 clusters Score -9301937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9301958.000000 Penalty: 3635.311523
	Iteration 15Q: 3 clusters Score -9301958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9301970.000000 Penalty: 3635.311523
	Iteration 16Q: 3 clusters Score -9301970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9301970.000000 Penalty: 3635.311523
	Iteration 17Q: 3 clusters Score -9301970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9301977.000000 Penalty: 3635.311523
	Iteration 18Q: 3 clusters Score -9301977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9301983.000000 Penalty: 3635.311523
	Iteration 19Q: 3 clusters Score -9301983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9301988.000000 Penalty: 3635.311523
	Iteration 20F: 3 clusters Score -9301988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9301990.000000 Penalty: 3635.311523
	Iteration 21Q: 3 clusters Score -9301990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9301990.000000 Penalty: 3635.311523
	Iteration 22F: 3 clusters Score -9301990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Entering Unmasked Estep 
Score: -2807137.250000 Penalty: 1622.633423
	Iteration 0F: 2 clusters Score -2807137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2792293.000000 Penalty: 3245.266846
	Iteration 0F: 3 clusters Score -2792293 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2797534.500000 Penalty: 3245.266846
	Iteration 1F: 3 clusters Score -2797534 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2797838.750000 Penalty: 3245.266846
	Iteration 2Q: 3 clusters Score -2797839 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2798139.000000 Penalty: 3245.266846
	Iteration 3Q: 3 clusters Score -2798139 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2798475.250000 Penalty: 3245.266846
	Iteration 4Q: 3 clusters Score -2798475 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2798805.500000 Penalty: 3245.266846
	Iteration 5Q: 3 clusters Score -2798806 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2799165.250000 Penalty: 3245.266846
	Iteration 6Q: 3 clusters Score -2799165 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2799577.250000 Penalty: 3245.266846
	Iteration 7Q: 3 clusters Score -2799577 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2800028.000000 Penalty: 3245.266846
	Iteration 8Q: 3 clusters Score -2800028 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2800573.750000 Penalty: 3245.266846
	Iteration 9Q: 3 clusters Score -2800574 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2801132.250000 Penalty: 3245.266846
	Iteration 10Q: 3 clusters Score -2801132 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2801761.500000 Penalty: 3245.266846
	Iteration 11Q: 3 clusters Score -2801762 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2802372.750000 Penalty: 3245.266846
	Iteration 12Q: 3 clusters Score -2802373 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2802919.750000 Penalty: 3245.266846
	Iteration 13Q: 3 clusters Score -2802920 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2803265.500000 Penalty: 3245.266846
	Iteration 14Q: 3 clusters Score -2803266 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2803465.250000 Penalty: 3245.266846
	Iteration 15Q: 3 clusters Score -2803465 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2803565.250000 Penalty: 3245.266846
	Iteration 16Q: 3 clusters Score -2803565 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2803628.250000 Penalty: 3245.266846
	Iteration 17Q: 3 clusters Score -2803628 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2803694.000000 Penalty: 3245.266846
	Iteration 18Q: 3 clusters Score -2803694 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2803765.000000 Penalty: 3245.266846
	Iteration 19Q: 3 clusters Score -2803765 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2803821.500000 Penalty: 3245.266846
	Iteration 20F: 3 clusters Score -2803822 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2803879.000000 Penalty: 3245.266846
	Iteration 21Q: 3 clusters Score -2803879 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2803917.250000 Penalty: 3245.266846
	Iteration 22Q: 3 clusters Score -2803917 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2803949.000000 Penalty: 3245.266846
	Iteration 23Q: 3 clusters Score -2803949 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2803996.250000 Penalty: 3245.266846
	Iteration 24Q: 3 clusters Score -2803996 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2804026.250000 Penalty: 3245.266846
	Iteration 25Q: 3 clusters Score -2804026 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2804071.750000 Penalty: 3245.266846
	Iteration 26Q: 3 clusters Score -2804072 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2804094.750000 Penalty: 3245.266846
	Iteration 27Q: 3 clusters Score -2804095 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2804124.250000 Penalty: 3245.266846
	Iteration 28Q: 3 clusters Score -2804124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2804153.000000 Penalty: 3245.266846
	Iteration 29Q: 3 clusters Score -2804153 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2804163.500000 Penalty: 3245.266846
	Iteration 30Q: 3 clusters Score -2804164 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2804192.250000 Penalty: 3245.266846
	Iteration 31Q: 3 clusters Score -2804192 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2804211.500000 Penalty: 3245.266846
	Iteration 32Q: 3 clusters Score -2804212 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2804231.250000 Penalty: 3245.266846
	Iteration 33Q: 3 clusters Score -2804231 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2804247.000000 Penalty: 3245.266846
	Iteration 34Q: 3 clusters Score -2804247 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2804264.250000 Penalty: 3245.266846
	Iteration 35Q: 3 clusters Score -2804264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2804262.500000 Penalty: 3245.266846
	Iteration 36Q: 3 clusters Score -2804262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2804261.000000 Penalty: 3245.266846
	Iteration 37Q: 3 clusters Score -2804261 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2804265.250000 Penalty: 3245.266846
	Iteration 38Q: 3 clusters Score -2804265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2804271.000000 Penalty: 3245.266846
	Iteration 39Q: 3 clusters Score -2804271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2804281.500000 Penalty: 3245.266846
	Iteration 40F: 3 clusters Score -2804282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2804286.500000 Penalty: 3245.266846
	Iteration 41Q: 3 clusters Score -2804286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2804285.750000 Penalty: 3245.266846
	Iteration 42Q: 3 clusters Score -2804286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2804293.250000 Penalty: 3245.266846
	Iteration 43Q: 3 clusters Score -2804293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2804290.000000 Penalty: 3245.266846
	Iteration 44Q: 3 clusters Score -2804290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2804289.750000 Penalty: 3245.266846
	Iteration 45Q: 3 clusters Score -2804290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2804291.000000 Penalty: 3245.266846
	Iteration 46Q: 3 clusters Score -2804291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2804291.000000 Penalty: 3245.266846
	Iteration 47Q: 3 clusters Score -2804291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2804290.750000 Penalty: 3245.266846
	Iteration 48Q: 3 clusters Score -2804291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2804291.500000 Penalty: 3245.266846
	Iteration 49Q: 3 clusters Score -2804292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2804290.250000 Penalty: 3245.266846
	Iteration 50Q: 3 clusters Score -2804290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2804285.500000 Penalty: 3245.266846
	Iteration 51Q: 3 clusters Score -2804286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2804285.250000 Penalty: 3245.266846
	Iteration 52Q: 3 clusters Score -2804285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2804286.000000 Penalty: 3245.266846
	Iteration 53Q: 3 clusters Score -2804286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2804289.250000 Penalty: 3245.266846
	Iteration 54Q: 3 clusters Score -2804289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2804291.750000 Penalty: 3245.266846
	Iteration 55Q: 3 clusters Score -2804292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2804294.750000 Penalty: 3245.266846
	Iteration 56Q: 3 clusters Score -2804295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2804296.000000 Penalty: 3245.266846
	Iteration 57Q: 3 clusters Score -2804296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2804295.250000 Penalty: 3245.266846
	Iteration 58Q: 3 clusters Score -2804295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2804294.250000 Penalty: 3245.266846
	Iteration 59Q: 3 clusters Score -2804294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2804292.500000 Penalty: 3245.266846
	Iteration 60F: 3 clusters Score -2804292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2804294.000000 Penalty: 3245.266846
	Iteration 61Q: 3 clusters Score -2804294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2804296.500000 Penalty: 3245.266846
	Iteration 62Q: 3 clusters Score -2804296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2804297.250000 Penalty: 3245.266846
	Iteration 63Q: 3 clusters Score -2804297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2804292.750000 Penalty: 3245.266846
	Iteration 64Q: 3 clusters Score -2804293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2804293.500000 Penalty: 3245.266846
	Iteration 65Q: 3 clusters Score -2804294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2804294.000000 Penalty: 3245.266846
	Iteration 66Q: 3 clusters Score -2804294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2804294.000000 Penalty: 3245.266846
	Iteration 67Q: 3 clusters Score -2804294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2804292.250000 Penalty: 3245.266846
	Iteration 68Q: 3 clusters Score -2804292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2804292.250000 Penalty: 3245.266846
	Iteration 69F: 3 clusters Score -2804292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -27045.466797 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -27045.47 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 198 members 
Entering Unmasked Estep 
Score: -26224.267578 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -26224.27 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26599.080078 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -26599.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26738.322266 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -26738.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26773.062500 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -26773.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26782.572266 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -26782.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26796.169922 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -26796.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26853.654297 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -26853.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26929.722656 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -26929.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26996.318359 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -26996.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27085.562500 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -27085.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27091.115234 Penalty: 1928.840576
	Iteration 10Q: 3 clusters Score -27091.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27096.812500 Penalty: 1928.840576
	Iteration 11Q: 3 clusters Score -27096.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27110.587891 Penalty: 1928.840576
	Iteration 12Q: 3 clusters Score -27110.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27138.128906 Penalty: 1928.840576
	Iteration 13Q: 3 clusters Score -27138.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27145.634766 Penalty: 1928.840576
	Iteration 14Q: 3 clusters Score -27145.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27145.634766 Penalty: 1928.840576
	Iteration 15F: 3 clusters Score -27145.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93648 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43096 members 
Mstep: Class 13 contains 176 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 105715 members 
Mstep: Class 19 contains 81388 members 
Mstep: Class 20 contains 30931 members 
Entering Unmasked Estep 
Score: -69533072.000000 Penalty: 40818.515625
Splitting cluster 17 changes total score from -69534128.000000 to -69533072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (105715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Entering Unmasked Estep 
Score: -13538007.000000 Penalty: 1879.881592
	Iteration 0F: 2 clusters Score -1.353801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -13469847.000000 Penalty: 3759.763184
	Iteration 0F: 3 clusters Score -1.346985e+07 nChanged 50581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -13499608.000000 Penalty: 3759.763184
	Iteration 1F: 3 clusters Score -1.349961e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -13500673.000000 Penalty: 3759.763184
	Iteration 2Q: 3 clusters Score -1.350067e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -13502275.000000 Penalty: 3759.763184
	Iteration 3Q: 3 clusters Score -1.350228e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -13504284.000000 Penalty: 3759.763184
	Iteration 4Q: 3 clusters Score -1.350428e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -13507202.000000 Penalty: 3759.763184
	Iteration 5F: 3 clusters Score -1.35072e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -13510761.000000 Penalty: 3759.763184
	Iteration 6F: 3 clusters Score -1.351076e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -13514914.000000 Penalty: 3759.763184
	Iteration 7F: 3 clusters Score -1.351491e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -13518819.000000 Penalty: 3759.763184
	Iteration 8F: 3 clusters Score -1.351882e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -13522079.000000 Penalty: 3759.763184
	Iteration 9F: 3 clusters Score -1.352208e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -13524456.000000 Penalty: 3759.763184
	Iteration 10Q: 3 clusters Score -1.352446e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -13526049.000000 Penalty: 3759.763184
	Iteration 11Q: 3 clusters Score -1.352605e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -13527260.000000 Penalty: 3759.763184
	Iteration 12Q: 3 clusters Score -1.352726e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -13528128.000000 Penalty: 3759.763184
	Iteration 13Q: 3 clusters Score -1.352813e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -13528983.000000 Penalty: 3759.763184
	Iteration 14Q: 3 clusters Score -1.352898e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -13529722.000000 Penalty: 3759.763184
	Iteration 15Q: 3 clusters Score -1.352972e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90408 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -13530511.000000 Penalty: 3759.763184
	Iteration 16Q: 3 clusters Score -1.353051e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -13531195.000000 Penalty: 3759.763184
	Iteration 17Q: 3 clusters Score -1.35312e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -13531922.000000 Penalty: 3759.763184
	Iteration 18Q: 3 clusters Score -1.353192e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94699 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -13532544.000000 Penalty: 3759.763184
	Iteration 19Q: 3 clusters Score -1.353254e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -13533151.000000 Penalty: 3759.763184
	Iteration 20F: 3 clusters Score -1.353315e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -13533692.000000 Penalty: 3759.763184
	Iteration 21Q: 3 clusters Score -1.353369e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98435 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -13534174.000000 Penalty: 3759.763184
	Iteration 22Q: 3 clusters Score -1.353417e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99489 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -13534549.000000 Penalty: 3759.763184
	Iteration 23Q: 3 clusters Score -1.353455e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -13534869.000000 Penalty: 3759.763184
	Iteration 24Q: 3 clusters Score -1.353487e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -13535162.000000 Penalty: 3759.763184
	Iteration 25Q: 3 clusters Score -1.353516e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -13535387.000000 Penalty: 3759.763184
	Iteration 26Q: 3 clusters Score -1.353539e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -13535566.000000 Penalty: 3759.763184
	Iteration 27Q: 3 clusters Score -1.353557e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -13535699.000000 Penalty: 3759.763184
	Iteration 28Q: 3 clusters Score -1.35357e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103337 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -13535798.000000 Penalty: 3759.763184
	Iteration 29Q: 3 clusters Score -1.35358e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -13535935.000000 Penalty: 3759.763184
	Iteration 30Q: 3 clusters Score -1.353594e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103904 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -13536015.000000 Penalty: 3759.763184
	Iteration 31Q: 3 clusters Score -1.353602e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -13536115.000000 Penalty: 3759.763184
	Iteration 32Q: 3 clusters Score -1.353612e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -13536185.000000 Penalty: 3759.763184
	Iteration 33Q: 3 clusters Score -1.353618e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -13536242.000000 Penalty: 3759.763184
	Iteration 34Q: 3 clusters Score -1.353624e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -13536254.000000 Penalty: 3759.763184
	Iteration 35Q: 3 clusters Score -1.353625e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13536284.000000 Penalty: 3759.763184
	Iteration 36Q: 3 clusters Score -1.353628e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104688 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -13536314.000000 Penalty: 3759.763184
	Iteration 37Q: 3 clusters Score -1.353631e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13536326.000000 Penalty: 3759.763184
	Iteration 38Q: 3 clusters Score -1.353633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13536350.000000 Penalty: 3759.763184
	Iteration 39Q: 3 clusters Score -1.353635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104802 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13536349.000000 Penalty: 3759.763184
	Iteration 40F: 3 clusters Score -1.353635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104826 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13536342.000000 Penalty: 3759.763184
	Iteration 41Q: 3 clusters Score -1.353634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104852 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13536364.000000 Penalty: 3759.763184
	Iteration 42Q: 3 clusters Score -1.353636e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13536348.000000 Penalty: 3759.763184
	Iteration 43Q: 3 clusters Score -1.353635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104901 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -13536364.000000 Penalty: 3759.763184
	Iteration 44Q: 3 clusters Score -1.353636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104911 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13536365.000000 Penalty: 3759.763184
	Iteration 45Q: 3 clusters Score -1.353636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104933 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -13536386.000000 Penalty: 3759.763184
	Iteration 46Q: 3 clusters Score -1.353639e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13536379.000000 Penalty: 3759.763184
	Iteration 47Q: 3 clusters Score -1.353638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13536397.000000 Penalty: 3759.763184
	Iteration 48Q: 3 clusters Score -1.35364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -13536413.000000 Penalty: 3759.763184
	Iteration 49Q: 3 clusters Score -1.353641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105006 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13536425.000000 Penalty: 3759.763184
	Iteration 50Q: 3 clusters Score -1.353642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -13536434.000000 Penalty: 3759.763184
	Iteration 51Q: 3 clusters Score -1.353643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105028 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13536436.000000 Penalty: 3759.763184
	Iteration 52Q: 3 clusters Score -1.353644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13536447.000000 Penalty: 3759.763184
	Iteration 53Q: 3 clusters Score -1.353645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13536448.000000 Penalty: 3759.763184
	Iteration 54Q: 3 clusters Score -1.353645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105060 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13536449.000000 Penalty: 3759.763184
	Iteration 55Q: 3 clusters Score -1.353645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -13536449.000000 Penalty: 3759.763184
	Iteration 56Q: 3 clusters Score -1.353645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105073 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13536447.000000 Penalty: 3759.763184
	Iteration 57Q: 3 clusters Score -1.353645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13536447.000000 Penalty: 3759.763184
	Iteration 58Q: 3 clusters Score -1.353645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13536456.000000 Penalty: 3759.763184
	Iteration 59Q: 3 clusters Score -1.353646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13536456.000000 Penalty: 3759.763184
	Iteration 60F: 3 clusters Score -1.353646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Entering Unmasked Estep 
Score: -10484988.000000 Penalty: 1837.384766
	Iteration 0F: 2 clusters Score -1.048499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -10431710.000000 Penalty: 3674.769531
	Iteration 0F: 3 clusters Score -1.043171e+07 nChanged 38763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -10454767.000000 Penalty: 3674.769531
	Iteration 1F: 3 clusters Score -1.045477e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -10455461.000000 Penalty: 3674.769531
	Iteration 2Q: 3 clusters Score -1.045546e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -10456316.000000 Penalty: 3674.769531
	Iteration 3Q: 3 clusters Score -1.045632e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -10457389.000000 Penalty: 3674.769531
	Iteration 4Q: 3 clusters Score -1.045739e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -10458522.000000 Penalty: 3674.769531
	Iteration 5Q: 3 clusters Score -1.045852e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -10459877.000000 Penalty: 3674.769531
	Iteration 6Q: 3 clusters Score -1.045988e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -10461433.000000 Penalty: 3674.769531
	Iteration 7Q: 3 clusters Score -1.046143e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -10463142.000000 Penalty: 3674.769531
	Iteration 8Q: 3 clusters Score -1.046314e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -10465376.000000 Penalty: 3674.769531
	Iteration 9F: 3 clusters Score -1.046538e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -10468176.000000 Penalty: 3674.769531
	Iteration 10F: 3 clusters Score -1.046818e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -10471893.000000 Penalty: 3674.769531
	Iteration 11F: 3 clusters Score -1.047189e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -10475846.000000 Penalty: 3674.769531
	Iteration 12F: 3 clusters Score -1.047585e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -10479365.000000 Penalty: 3674.769531
	Iteration 13F: 3 clusters Score -1.047936e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -10481617.000000 Penalty: 3674.769531
	Iteration 14Q: 3 clusters Score -1.048162e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -10482711.000000 Penalty: 3674.769531
	Iteration 15Q: 3 clusters Score -1.048271e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -10483093.000000 Penalty: 3674.769531
	Iteration 16Q: 3 clusters Score -1.048309e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -10483277.000000 Penalty: 3674.769531
	Iteration 17Q: 3 clusters Score -1.048328e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -10483349.000000 Penalty: 3674.769531
	Iteration 18Q: 3 clusters Score -1.048335e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -10483383.000000 Penalty: 3674.769531
	Iteration 19Q: 3 clusters Score -1.048338e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -10483400.000000 Penalty: 3674.769531
	Iteration 20F: 3 clusters Score -1.04834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 81120 members 
Entering Unmasked Estep 
Score: -10483413.000000 Penalty: 3674.769531
	Iteration 21Q: 3 clusters Score -1.048341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -10483411.000000 Penalty: 3674.769531
	Iteration 22Q: 3 clusters Score -1.048341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -10483418.000000 Penalty: 3674.769531
	Iteration 23Q: 3 clusters Score -1.048342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -10483421.000000 Penalty: 3674.769531
	Iteration 24Q: 3 clusters Score -1.048342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 81148 members 
Entering Unmasked Estep 
Score: -10483415.000000 Penalty: 3674.769531
	Iteration 25Q: 3 clusters Score -1.048342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -10483430.000000 Penalty: 3674.769531
	Iteration 26Q: 3 clusters Score -1.048343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -10483428.000000 Penalty: 3674.769531
	Iteration 27Q: 3 clusters Score -1.048343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -10483436.000000 Penalty: 3674.769531
	Iteration 28Q: 3 clusters Score -1.048344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -10483436.000000 Penalty: 3674.769531
	Iteration 29F: 3 clusters Score -1.048344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Entering Unmasked Estep 
Score: -3994003.500000 Penalty: 1680.171021
	Iteration 0F: 2 clusters Score -3994004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3973085.500000 Penalty: 3360.342041
	Iteration 0F: 3 clusters Score -3973086 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3981007.000000 Penalty: 3360.342041
	Iteration 1F: 3 clusters Score -3981007 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3981372.250000 Penalty: 3360.342041
	Iteration 2Q: 3 clusters Score -3981372 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3981743.500000 Penalty: 3360.342041
	Iteration 3Q: 3 clusters Score -3981744 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3982269.250000 Penalty: 3360.342041
	Iteration 4Q: 3 clusters Score -3982269 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3983054.250000 Penalty: 3360.342041
	Iteration 5Q: 3 clusters Score -3983054 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3984228.750000 Penalty: 3360.342041
	Iteration 6F: 3 clusters Score -3984229 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3986011.000000 Penalty: 3360.342041
	Iteration 7F: 3 clusters Score -3986011 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3988089.250000 Penalty: 3360.342041
	Iteration 8F: 3 clusters Score -3988089 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3989968.500000 Penalty: 3360.342041
	Iteration 9F: 3 clusters Score -3989968 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3991165.750000 Penalty: 3360.342041
	Iteration 10Q: 3 clusters Score -3991166 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3991849.250000 Penalty: 3360.342041
	Iteration 11Q: 3 clusters Score -3991849 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3992168.000000 Penalty: 3360.342041
	Iteration 12Q: 3 clusters Score -3992168 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3992353.750000 Penalty: 3360.342041
	Iteration 13Q: 3 clusters Score -3992354 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3992471.250000 Penalty: 3360.342041
	Iteration 14Q: 3 clusters Score -3992471 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -3992523.500000 Penalty: 3360.342041
	Iteration 15Q: 3 clusters Score -3992524 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3992562.000000 Penalty: 3360.342041
	Iteration 16Q: 3 clusters Score -3992562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -3992598.500000 Penalty: 3360.342041
	Iteration 17Q: 3 clusters Score -3992598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3992619.250000 Penalty: 3360.342041
	Iteration 18Q: 3 clusters Score -3992619 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3992654.250000 Penalty: 3360.342041
	Iteration 19Q: 3 clusters Score -3992654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -3992665.500000 Penalty: 3360.342041
	Iteration 20F: 3 clusters Score -3992666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3992661.500000 Penalty: 3360.342041
	Iteration 21Q: 3 clusters Score -3992662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3992670.250000 Penalty: 3360.342041
	Iteration 22Q: 3 clusters Score -3992670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3992673.750000 Penalty: 3360.342041
	Iteration 23Q: 3 clusters Score -3992674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3992692.000000 Penalty: 3360.342041
	Iteration 24Q: 3 clusters Score -3992692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3992690.750000 Penalty: 3360.342041
	Iteration 25Q: 3 clusters Score -3992691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3992691.500000 Penalty: 3360.342041
	Iteration 26Q: 3 clusters Score -3992692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3992703.000000 Penalty: 3360.342041
	Iteration 27Q: 3 clusters Score -3992703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3992703.000000 Penalty: 3360.342041
	Iteration 28Q: 3 clusters Score -3992703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3992706.250000 Penalty: 3360.342041
	Iteration 29Q: 3 clusters Score -3992706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3992722.000000 Penalty: 3360.342041
	Iteration 30Q: 3 clusters Score -3992722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3992721.750000 Penalty: 3360.342041
	Iteration 31Q: 3 clusters Score -3992722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3992726.750000 Penalty: 3360.342041
	Iteration 32Q: 3 clusters Score -3992727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -3992720.500000 Penalty: 3360.342041
	Iteration 33Q: 3 clusters Score -3992720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3992727.000000 Penalty: 3360.342041
	Iteration 34Q: 3 clusters Score -3992727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -3992741.750000 Penalty: 3360.342041
	Iteration 35Q: 3 clusters Score -3992742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -3992742.250000 Penalty: 3360.342041
	Iteration 36Q: 3 clusters Score -3992742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3992742.250000 Penalty: 3360.342041
	Iteration 37Q: 3 clusters Score -3992742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3992743.500000 Penalty: 3360.342041
	Iteration 38Q: 3 clusters Score -3992744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -3992739.750000 Penalty: 3360.342041
	Iteration 39Q: 3 clusters Score -3992740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3992741.250000 Penalty: 3360.342041
	Iteration 40F: 3 clusters Score -3992741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3992738.750000 Penalty: 3360.342041
	Iteration 41Q: 3 clusters Score -3992739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3992736.250000 Penalty: 3360.342041
	Iteration 42Q: 3 clusters Score -3992736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3992739.500000 Penalty: 3360.342041
	Iteration 43Q: 3 clusters Score -3992740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3992739.750000 Penalty: 3360.342041
	Iteration 44Q: 3 clusters Score -3992740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3992739.750000 Penalty: 3360.342041
	Iteration 45F: 3 clusters Score -3992740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93648 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43096 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105715 members 
Mstep: Class 19 contains 81388 members 
Mstep: Class 20 contains 30931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534128.000000 Penalty: 38670.171875
Iteration 239Q: 19 clusters Score -6.953413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93647 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43097 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105715 members 
Mstep: Class 19 contains 81388 members 
Mstep: Class 20 contains 30931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534128.000000 Penalty: 38670.171875
Iteration 240F: 19 clusters Score -6.953413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93647 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43099 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21710 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105712 members 
Mstep: Class 19 contains 81388 members 
Mstep: Class 20 contains 30931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534128.000000 Penalty: 38670.171875
Iteration 241Q: 19 clusters Score -6.953413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93647 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43100 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105712 members 
Mstep: Class 19 contains 81387 members 
Mstep: Class 20 contains 30930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534136.000000 Penalty: 38670.171875
Iteration 242Q: 19 clusters Score -6.953414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93647 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45865 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43101 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105713 members 
Mstep: Class 19 contains 81387 members 
Mstep: Class 20 contains 30930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534120.000000 Penalty: 38670.171875
Iteration 243Q: 19 clusters Score -6.953412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93647 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43105 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105711 members 
Mstep: Class 19 contains 81388 members 
Mstep: Class 20 contains 30928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534128.000000 Penalty: 38670.171875
Iteration 244Q: 19 clusters Score -6.953413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93645 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45863 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43109 members 
Mstep: Class 15 contains 72083 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105711 members 
Mstep: Class 19 contains 81387 members 
Mstep: Class 20 contains 30927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534144.000000 Penalty: 38670.171875
Iteration 245Q: 19 clusters Score -6.953414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93645 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14670 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43111 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105710 members 
Mstep: Class 19 contains 81386 members 
Mstep: Class 20 contains 30926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534080.000000 Penalty: 38670.171875
Iteration 246Q: 19 clusters Score -6.953408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93646 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14670 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43113 members 
Mstep: Class 15 contains 72082 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105709 members 
Mstep: Class 19 contains 81386 members 
Mstep: Class 20 contains 30924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534136.000000 Penalty: 38670.171875
Iteration 247Q: 19 clusters Score -6.953414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93647 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43113 members 
Mstep: Class 15 contains 72081 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105710 members 
Mstep: Class 19 contains 81387 members 
Mstep: Class 20 contains 30923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534120.000000 Penalty: 38670.171875
Iteration 248Q: 19 clusters Score -6.953412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93648 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43113 members 
Mstep: Class 15 contains 72080 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105710 members 
Mstep: Class 19 contains 81387 members 
Mstep: Class 20 contains 30923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534112.000000 Penalty: 38670.171875
Iteration 249Q: 19 clusters Score -6.953411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93648 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43113 members 
Mstep: Class 15 contains 72080 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 105710 members 
Mstep: Class 19 contains 81387 members 
Mstep: Class 20 contains 30923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534112.000000 Penalty: 38670.171875
Iteration 250F: 19 clusters Score -6.953411e+07 nChanged 0
Entering ConstructFrom: 
Score: -69534112.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (6043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Entering Unmasked Estep 
Score: -728765.562500 Penalty: 1414.831543
	Iteration 0F: 2 clusters Score -728765.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -724161.375000 Penalty: 2829.663086
	Iteration 0F: 3 clusters Score -724161.4 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -725496.687500 Penalty: 2829.663086
	Iteration 1F: 3 clusters Score -725496.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -725719.500000 Penalty: 2829.663086
	Iteration 2F: 3 clusters Score -725719.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -725906.187500 Penalty: 2829.663086
	Iteration 3F: 3 clusters Score -725906.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -726036.562500 Penalty: 2829.663086
	Iteration 4Q: 3 clusters Score -726036.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -726121.812500 Penalty: 2829.663086
	Iteration 5Q: 3 clusters Score -726121.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -726182.375000 Penalty: 2829.663086
	Iteration 6Q: 3 clusters Score -726182.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -726224.062500 Penalty: 2829.663086
	Iteration 7Q: 3 clusters Score -726224.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -726259.875000 Penalty: 2829.663086
	Iteration 8Q: 3 clusters Score -726259.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -726284.937500 Penalty: 2829.663086
	Iteration 9Q: 3 clusters Score -726284.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -726302.687500 Penalty: 2829.663086
	Iteration 10Q: 3 clusters Score -726302.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -726315.125000 Penalty: 2829.663086
	Iteration 11Q: 3 clusters Score -726315.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -726323.562500 Penalty: 2829.663086
	Iteration 12Q: 3 clusters Score -726323.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -726332.625000 Penalty: 2829.663086
	Iteration 13Q: 3 clusters Score -726332.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -726340.312500 Penalty: 2829.663086
	Iteration 14Q: 3 clusters Score -726340.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -726348.937500 Penalty: 2829.663086
	Iteration 15Q: 3 clusters Score -726348.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -726356.687500 Penalty: 2829.663086
	Iteration 16Q: 3 clusters Score -726356.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -726362.375000 Penalty: 2829.663086
	Iteration 17Q: 3 clusters Score -726362.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -726364.437500 Penalty: 2829.663086
	Iteration 18Q: 3 clusters Score -726364.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -726368.687500 Penalty: 2829.663086
	Iteration 19Q: 3 clusters Score -726368.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -726370.750000 Penalty: 2829.663086
	Iteration 20F: 3 clusters Score -726370.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -726376.250000 Penalty: 2829.663086
	Iteration 21Q: 3 clusters Score -726376.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -726380.312500 Penalty: 2829.663086
	Iteration 22Q: 3 clusters Score -726380.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -726387.875000 Penalty: 2829.663086
	Iteration 23Q: 3 clusters Score -726387.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -726396.125000 Penalty: 2829.663086
	Iteration 24Q: 3 clusters Score -726396.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -726403.562500 Penalty: 2829.663086
	Iteration 25Q: 3 clusters Score -726403.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -726406.937500 Penalty: 2829.663086
	Iteration 26Q: 3 clusters Score -726406.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -726416.062500 Penalty: 2829.663086
	Iteration 27Q: 3 clusters Score -726416.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -726420.937500 Penalty: 2829.663086
	Iteration 28Q: 3 clusters Score -726420.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -726426.875000 Penalty: 2829.663086
	Iteration 29Q: 3 clusters Score -726426.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -726433.625000 Penalty: 2829.663086
	Iteration 30Q: 3 clusters Score -726433.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -726441.250000 Penalty: 2829.663086
	Iteration 31Q: 3 clusters Score -726441.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -726449.812500 Penalty: 2829.663086
	Iteration 32Q: 3 clusters Score -726449.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -726458.437500 Penalty: 2829.663086
	Iteration 33Q: 3 clusters Score -726458.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -726470.812500 Penalty: 2829.663086
	Iteration 34Q: 3 clusters Score -726470.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -726484.187500 Penalty: 2829.663086
	Iteration 35Q: 3 clusters Score -726484.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -726503.875000 Penalty: 2829.663086
	Iteration 36Q: 3 clusters Score -726503.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -726521.375000 Penalty: 2829.663086
	Iteration 37Q: 3 clusters Score -726521.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -726544.375000 Penalty: 2829.663086
	Iteration 38Q: 3 clusters Score -726544.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -726565.500000 Penalty: 2829.663086
	Iteration 39Q: 3 clusters Score -726565.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -726581.187500 Penalty: 2829.663086
	Iteration 40F: 3 clusters Score -726581.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -726602.062500 Penalty: 2829.663086
	Iteration 41Q: 3 clusters Score -726602.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -726621.500000 Penalty: 2829.663086
	Iteration 42Q: 3 clusters Score -726621.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -726647.062500 Penalty: 2829.663086
	Iteration 43Q: 3 clusters Score -726647.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -726682.812500 Penalty: 2829.663086
	Iteration 44Q: 3 clusters Score -726682.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -726725.187500 Penalty: 2829.663086
	Iteration 45Q: 3 clusters Score -726725.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -726775.625000 Penalty: 2829.663086
	Iteration 46Q: 3 clusters Score -726775.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -726823.312500 Penalty: 2829.663086
	Iteration 47Q: 3 clusters Score -726823.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -726893.812500 Penalty: 2829.663086
	Iteration 48Q: 3 clusters Score -726893.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -726949.687500 Penalty: 2829.663086
	Iteration 49Q: 3 clusters Score -726949.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -727004.500000 Penalty: 2829.663086
	Iteration 50Q: 3 clusters Score -727004.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -727064.000000 Penalty: 2829.663086
	Iteration 51Q: 3 clusters Score -727064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -727106.750000 Penalty: 2829.663086
	Iteration 52Q: 3 clusters Score -727106.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -727158.062500 Penalty: 2829.663086
	Iteration 53Q: 3 clusters Score -727158.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -727206.125000 Penalty: 2829.663086
	Iteration 54Q: 3 clusters Score -727206.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -727238.625000 Penalty: 2829.663086
	Iteration 55Q: 3 clusters Score -727238.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -727280.187500 Penalty: 2829.663086
	Iteration 56Q: 3 clusters Score -727280.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -727319.750000 Penalty: 2829.663086
	Iteration 57Q: 3 clusters Score -727319.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -727345.687500 Penalty: 2829.663086
	Iteration 58Q: 3 clusters Score -727345.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -727374.687500 Penalty: 2829.663086
	Iteration 59Q: 3 clusters Score -727374.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -727398.000000 Penalty: 2829.663086
	Iteration 60F: 3 clusters Score -727398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -727417.000000 Penalty: 2829.663086
	Iteration 61Q: 3 clusters Score -727417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -727430.437500 Penalty: 2829.663086
	Iteration 62Q: 3 clusters Score -727430.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -727443.125000 Penalty: 2829.663086
	Iteration 63Q: 3 clusters Score -727443.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -727453.625000 Penalty: 2829.663086
	Iteration 64Q: 3 clusters Score -727453.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -727465.875000 Penalty: 2829.663086
	Iteration 65Q: 3 clusters Score -727465.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -727477.187500 Penalty: 2829.663086
	Iteration 66Q: 3 clusters Score -727477.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -727485.500000 Penalty: 2829.663086
	Iteration 67Q: 3 clusters Score -727485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -727489.750000 Penalty: 2829.663086
	Iteration 68Q: 3 clusters Score -727489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -727497.250000 Penalty: 2829.663086
	Iteration 69Q: 3 clusters Score -727497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -727508.562500 Penalty: 2829.663086
	Iteration 70Q: 3 clusters Score -727508.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -727520.000000 Penalty: 2829.663086
	Iteration 71Q: 3 clusters Score -727520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -727534.125000 Penalty: 2829.663086
	Iteration 72Q: 3 clusters Score -727534.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -727547.500000 Penalty: 2829.663086
	Iteration 73Q: 3 clusters Score -727547.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -727555.312500 Penalty: 2829.663086
	Iteration 74Q: 3 clusters Score -727555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -727558.062500 Penalty: 2829.663086
	Iteration 75Q: 3 clusters Score -727558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -727561.062500 Penalty: 2829.663086
	Iteration 76Q: 3 clusters Score -727561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -727564.937500 Penalty: 2829.663086
	Iteration 77Q: 3 clusters Score -727564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -727570.125000 Penalty: 2829.663086
	Iteration 78Q: 3 clusters Score -727570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -727570.062500 Penalty: 2829.663086
	Iteration 79Q: 3 clusters Score -727570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -727572.062500 Penalty: 2829.663086
	Iteration 80F: 3 clusters Score -727572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -727575.062500 Penalty: 2829.663086
	Iteration 81Q: 3 clusters Score -727575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -727575.062500 Penalty: 2829.663086
	Iteration 82Q: 3 clusters Score -727575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -727577.250000 Penalty: 2829.663086
	Iteration 83Q: 3 clusters Score -727577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -727579.625000 Penalty: 2829.663086
	Iteration 84Q: 3 clusters Score -727579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -727580.500000 Penalty: 2829.663086
	Iteration 85Q: 3 clusters Score -727580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -727581.250000 Penalty: 2829.663086
	Iteration 86Q: 3 clusters Score -727581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -727583.437500 Penalty: 2829.663086
	Iteration 87Q: 3 clusters Score -727583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -727583.437500 Penalty: 2829.663086
	Iteration 88F: 3 clusters Score -727583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Entering Unmasked Estep 
Score: -1370857.750000 Penalty: 1508.341675
	Iteration 0F: 2 clusters Score -1370858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1363296.500000 Penalty: 3016.683350
	Iteration 0F: 3 clusters Score -1363296 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1365780.750000 Penalty: 3016.683350
	Iteration 1F: 3 clusters Score -1365781 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1366004.375000 Penalty: 3016.683350
	Iteration 2F: 3 clusters Score -1366004 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1366175.500000 Penalty: 3016.683350
	Iteration 3Q: 3 clusters Score -1366176 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1366365.000000 Penalty: 3016.683350
	Iteration 4Q: 3 clusters Score -1366365 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1366554.500000 Penalty: 3016.683350
	Iteration 5Q: 3 clusters Score -1366554 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1366776.625000 Penalty: 3016.683350
	Iteration 6Q: 3 clusters Score -1366777 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1367021.500000 Penalty: 3016.683350
	Iteration 7Q: 3 clusters Score -1367022 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1367320.625000 Penalty: 3016.683350
	Iteration 8Q: 3 clusters Score -1367321 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1367686.500000 Penalty: 3016.683350
	Iteration 9Q: 3 clusters Score -1367686 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1368060.375000 Penalty: 3016.683350
	Iteration 10Q: 3 clusters Score -1368060 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1368399.375000 Penalty: 3016.683350
	Iteration 11Q: 3 clusters Score -1368399 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1368737.250000 Penalty: 3016.683350
	Iteration 12Q: 3 clusters Score -1368737 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1369047.250000 Penalty: 3016.683350
	Iteration 13Q: 3 clusters Score -1369047 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1369269.625000 Penalty: 3016.683350
	Iteration 14Q: 3 clusters Score -1369270 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1369377.625000 Penalty: 3016.683350
	Iteration 15Q: 3 clusters Score -1369378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1369431.250000 Penalty: 3016.683350
	Iteration 16Q: 3 clusters Score -1369431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1369464.875000 Penalty: 3016.683350
	Iteration 17Q: 3 clusters Score -1369465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1369488.750000 Penalty: 3016.683350
	Iteration 18Q: 3 clusters Score -1369489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1369504.250000 Penalty: 3016.683350
	Iteration 19Q: 3 clusters Score -1369504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1369516.625000 Penalty: 3016.683350
	Iteration 20F: 3 clusters Score -1369517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1369526.750000 Penalty: 3016.683350
	Iteration 21Q: 3 clusters Score -1369527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1369533.625000 Penalty: 3016.683350
	Iteration 22Q: 3 clusters Score -1369534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1369538.500000 Penalty: 3016.683350
	Iteration 23Q: 3 clusters Score -1369538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1369544.875000 Penalty: 3016.683350
	Iteration 24Q: 3 clusters Score -1369545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1369551.375000 Penalty: 3016.683350
	Iteration 25Q: 3 clusters Score -1369551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1369552.750000 Penalty: 3016.683350
	Iteration 26Q: 3 clusters Score -1369553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1369553.500000 Penalty: 3016.683350
	Iteration 27Q: 3 clusters Score -1369554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1369556.000000 Penalty: 3016.683350
	Iteration 28Q: 3 clusters Score -1369556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1369559.000000 Penalty: 3016.683350
	Iteration 29Q: 3 clusters Score -1369559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1369557.375000 Penalty: 3016.683350
	Iteration 30Q: 3 clusters Score -1369557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1369557.375000 Penalty: 3016.683350
	Iteration 31F: 3 clusters Score -1369557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (93648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Entering Unmasked Estep 
Score: -12020374.000000 Penalty: 1860.185913
	Iteration 0F: 2 clusters Score -1.202037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -11960077.000000 Penalty: 3720.371826
	Iteration 0F: 3 clusters Score -1.196008e+07 nChanged 44569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -11985857.000000 Penalty: 3720.371826
	Iteration 1F: 3 clusters Score -1.198586e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -11986825.000000 Penalty: 3720.371826
	Iteration 2Q: 3 clusters Score -1.198682e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -11988320.000000 Penalty: 3720.371826
	Iteration 3Q: 3 clusters Score -1.198832e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -11990938.000000 Penalty: 3720.371826
	Iteration 4F: 3 clusters Score -1.199094e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -11995493.000000 Penalty: 3720.371826
	Iteration 5F: 3 clusters Score -1.199549e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -12001946.000000 Penalty: 3720.371826
	Iteration 6F: 3 clusters Score -1.200195e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82527 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -12008875.000000 Penalty: 3720.371826
	Iteration 7F: 3 clusters Score -1.200888e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -12013957.000000 Penalty: 3720.371826
	Iteration 8F: 3 clusters Score -1.201396e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -12016579.000000 Penalty: 3720.371826
	Iteration 9Q: 3 clusters Score -1.201658e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92481 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -12017867.000000 Penalty: 3720.371826
	Iteration 10Q: 3 clusters Score -1.201787e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12018346.000000 Penalty: 3720.371826
	Iteration 11Q: 3 clusters Score -1.201835e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12018540.000000 Penalty: 3720.371826
	Iteration 12Q: 3 clusters Score -1.201854e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12018636.000000 Penalty: 3720.371826
	Iteration 13Q: 3 clusters Score -1.201864e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12018678.000000 Penalty: 3720.371826
	Iteration 14Q: 3 clusters Score -1.201868e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93335 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -12018714.000000 Penalty: 3720.371826
	Iteration 15Q: 3 clusters Score -1.201871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12018732.000000 Penalty: 3720.371826
	Iteration 16Q: 3 clusters Score -1.201873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12018744.000000 Penalty: 3720.371826
	Iteration 17Q: 3 clusters Score -1.201874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12018762.000000 Penalty: 3720.371826
	Iteration 18Q: 3 clusters Score -1.201876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12018779.000000 Penalty: 3720.371826
	Iteration 19Q: 3 clusters Score -1.201878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12018777.000000 Penalty: 3720.371826
	Iteration 20F: 3 clusters Score -1.201878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12018782.000000 Penalty: 3720.371826
	Iteration 21Q: 3 clusters Score -1.201878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93395 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12018779.000000 Penalty: 3720.371826
	Iteration 22Q: 3 clusters Score -1.201878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93395 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12018779.000000 Penalty: 3720.371826
	Iteration 23F: 3 clusters Score -1.201878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -37535.371094 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -37535.37 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 174 members 
Entering Unmasked Estep 
Score: -36707.277344 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -36707.28 nChanged 94
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: -36942.203125 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -36942.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37050.355469 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -37050.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37123.996094 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -37124 nChanged 9
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: -37156.593750 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -37156.59 nChanged 8
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: -37212.027344 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -37212.03 nChanged 8
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: -37241.726562 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -37241.73 nChanged 7
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: -37259.929688 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -37259.93 nChanged 3
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: -37263.289062 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -37263.29 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: -37263.289062 Penalty: 1924.512939
	Iteration 9F: 3 clusters Score -37263.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -92928.335938 Penalty: 1092.427368
	Iteration 0F: 2 clusters Score -92928.34 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 464 members 
Entering Unmasked Estep 
Score: -91680.328125 Penalty: 2184.854736
	Iteration 0F: 3 clusters Score -91680.33 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92041.453125 Penalty: 2184.854736
	Iteration 1F: 3 clusters Score -92041.45 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92263.500000 Penalty: 2184.854736
	Iteration 2F: 3 clusters Score -92263.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -92401.265625 Penalty: 2184.854736
	Iteration 3F: 3 clusters Score -92401.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92499.664062 Penalty: 2184.854736
	Iteration 4F: 3 clusters Score -92499.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92603.085938 Penalty: 2184.854736
	Iteration 5Q: 3 clusters Score -92603.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92658.148438 Penalty: 2184.854736
	Iteration 6Q: 3 clusters Score -92658.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92719.156250 Penalty: 2184.854736
	Iteration 7Q: 3 clusters Score -92719.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92770.195312 Penalty: 2184.854736
	Iteration 8Q: 3 clusters Score -92770.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92806.265625 Penalty: 2184.854736
	Iteration 9Q: 3 clusters Score -92806.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92820.492188 Penalty: 2184.854736
	Iteration 10Q: 3 clusters Score -92820.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92822.898438 Penalty: 2184.854736
	Iteration 11Q: 3 clusters Score -92822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92825.304688 Penalty: 2184.854736
	Iteration 12Q: 3 clusters Score -92825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92826.843750 Penalty: 2184.854736
	Iteration 13Q: 3 clusters Score -92826.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92828.046875 Penalty: 2184.854736
	Iteration 14Q: 3 clusters Score -92828.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92830.882812 Penalty: 2184.854736
	Iteration 15Q: 3 clusters Score -92830.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92830.882812 Penalty: 2184.854736
	Iteration 16F: 3 clusters Score -92830.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -37795.101562 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -37795.1 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 200 members 
Entering Unmasked Estep 
Score: -36874.031250 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -36874.03 nChanged 109
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: -37114.117188 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -37114.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37266.382812 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -37266.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37359.429688 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -37359.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37404.394531 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -37404.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37451.574219 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -37451.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37469.222656 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -37469.22 nChanged 4
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: -37495.667969 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -37495.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37524.699219 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -37524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37537.398438 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -37537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37541.652344 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -37541.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37542.902344 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -37542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37544.964844 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -37544.96 nChanged 2
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: -37551.281250 Penalty: 1931.409912
	Iteration 13Q: 3 clusters Score -37551.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37557.515625 Penalty: 1931.409912
	Iteration 14Q: 3 clusters Score -37557.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37565.695312 Penalty: 1931.409912
	Iteration 15Q: 3 clusters Score -37565.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37565.695312 Penalty: 1931.409912
	Iteration 16F: 3 clusters Score -37565.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Entering Unmasked Estep 
Score: -1905687.375000 Penalty: 1558.942383
	Iteration 0F: 2 clusters Score -1905687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1895549.875000 Penalty: 3117.884766
	Iteration 0F: 3 clusters Score -1895550 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1899118.000000 Penalty: 3117.884766
	Iteration 1F: 3 clusters Score -1899118 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1899378.000000 Penalty: 3117.884766
	Iteration 2F: 3 clusters Score -1899378 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1899593.875000 Penalty: 3117.884766
	Iteration 3Q: 3 clusters Score -1899594 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1899818.500000 Penalty: 3117.884766
	Iteration 4Q: 3 clusters Score -1899818 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1900028.500000 Penalty: 3117.884766
	Iteration 5Q: 3 clusters Score -1900028 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1900297.875000 Penalty: 3117.884766
	Iteration 6Q: 3 clusters Score -1900298 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1900686.875000 Penalty: 3117.884766
	Iteration 7Q: 3 clusters Score -1900687 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1901170.750000 Penalty: 3117.884766
	Iteration 8F: 3 clusters Score -1901171 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1901696.000000 Penalty: 3117.884766
	Iteration 9F: 3 clusters Score -1901696 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1902227.000000 Penalty: 3117.884766
	Iteration 10Q: 3 clusters Score -1902227 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1902701.000000 Penalty: 3117.884766
	Iteration 11Q: 3 clusters Score -1902701 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1903087.625000 Penalty: 3117.884766
	Iteration 12Q: 3 clusters Score -1903088 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1903338.375000 Penalty: 3117.884766
	Iteration 13Q: 3 clusters Score -1903338 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1903531.125000 Penalty: 3117.884766
	Iteration 14Q: 3 clusters Score -1903531 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1903669.125000 Penalty: 3117.884766
	Iteration 15Q: 3 clusters Score -1903669 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1903791.250000 Penalty: 3117.884766
	Iteration 16Q: 3 clusters Score -1903791 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1903882.625000 Penalty: 3117.884766
	Iteration 17Q: 3 clusters Score -1903883 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1903948.500000 Penalty: 3117.884766
	Iteration 18Q: 3 clusters Score -1903948 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1903998.875000 Penalty: 3117.884766
	Iteration 19Q: 3 clusters Score -1903999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1904042.875000 Penalty: 3117.884766
	Iteration 20F: 3 clusters Score -1904043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1904070.625000 Penalty: 3117.884766
	Iteration 21Q: 3 clusters Score -1904071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1904097.750000 Penalty: 3117.884766
	Iteration 22Q: 3 clusters Score -1904098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1904121.000000 Penalty: 3117.884766
	Iteration 23Q: 3 clusters Score -1904121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1904140.250000 Penalty: 3117.884766
	Iteration 24Q: 3 clusters Score -1904140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1904163.500000 Penalty: 3117.884766
	Iteration 25Q: 3 clusters Score -1904164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1904186.250000 Penalty: 3117.884766
	Iteration 26Q: 3 clusters Score -1904186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1904205.750000 Penalty: 3117.884766
	Iteration 27Q: 3 clusters Score -1904206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1904225.125000 Penalty: 3117.884766
	Iteration 28Q: 3 clusters Score -1904225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1904246.750000 Penalty: 3117.884766
	Iteration 29Q: 3 clusters Score -1904247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1904258.750000 Penalty: 3117.884766
	Iteration 30Q: 3 clusters Score -1904259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1904270.000000 Penalty: 3117.884766
	Iteration 31Q: 3 clusters Score -1904270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1904270.750000 Penalty: 3117.884766
	Iteration 32Q: 3 clusters Score -1904271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1904274.375000 Penalty: 3117.884766
	Iteration 33Q: 3 clusters Score -1904274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1904275.000000 Penalty: 3117.884766
	Iteration 34Q: 3 clusters Score -1904275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1904275.375000 Penalty: 3117.884766
	Iteration 35Q: 3 clusters Score -1904275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1904276.500000 Penalty: 3117.884766
	Iteration 36Q: 3 clusters Score -1904276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1904277.750000 Penalty: 3117.884766
	Iteration 37Q: 3 clusters Score -1904278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1904280.375000 Penalty: 3117.884766
	Iteration 38Q: 3 clusters Score -1904280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1904282.000000 Penalty: 3117.884766
	Iteration 39Q: 3 clusters Score -1904282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1904281.125000 Penalty: 3117.884766
	Iteration 40F: 3 clusters Score -1904281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1904281.375000 Penalty: 3117.884766
	Iteration 41Q: 3 clusters Score -1904281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1904282.125000 Penalty: 3117.884766
	Iteration 42Q: 3 clusters Score -1904282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1904283.000000 Penalty: 3117.884766
	Iteration 43Q: 3 clusters Score -1904283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1904283.000000 Penalty: 3117.884766
	Iteration 44F: 3 clusters Score -1904283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Entering Unmasked Estep 
Score: -2582605.500000 Penalty: 1612.900757
	Iteration 0F: 2 clusters Score -2582606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2568704.000000 Penalty: 3225.801514
	Iteration 0F: 3 clusters Score -2568704 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2573570.750000 Penalty: 3225.801514
	Iteration 1F: 3 clusters Score -2573571 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2573853.500000 Penalty: 3225.801514
	Iteration 2Q: 3 clusters Score -2573854 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2574136.250000 Penalty: 3225.801514
	Iteration 3Q: 3 clusters Score -2574136 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2574363.500000 Penalty: 3225.801514
	Iteration 4Q: 3 clusters Score -2574364 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2574627.750000 Penalty: 3225.801514
	Iteration 5Q: 3 clusters Score -2574628 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2574959.500000 Penalty: 3225.801514
	Iteration 6Q: 3 clusters Score -2574960 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2575471.500000 Penalty: 3225.801514
	Iteration 7Q: 3 clusters Score -2575472 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2576364.250000 Penalty: 3225.801514
	Iteration 8F: 3 clusters Score -2576364 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2577637.500000 Penalty: 3225.801514
	Iteration 9F: 3 clusters Score -2577638 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2579050.250000 Penalty: 3225.801514
	Iteration 10F: 3 clusters Score -2579050 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2580200.000000 Penalty: 3225.801514
	Iteration 11F: 3 clusters Score -2580200 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2580786.750000 Penalty: 3225.801514
	Iteration 12Q: 3 clusters Score -2580787 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2581029.250000 Penalty: 3225.801514
	Iteration 13Q: 3 clusters Score -2581029 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2581124.500000 Penalty: 3225.801514
	Iteration 14Q: 3 clusters Score -2581124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2581178.500000 Penalty: 3225.801514
	Iteration 15Q: 3 clusters Score -2581178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2581208.000000 Penalty: 3225.801514
	Iteration 16Q: 3 clusters Score -2581208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2581224.500000 Penalty: 3225.801514
	Iteration 17Q: 3 clusters Score -2581224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2581235.250000 Penalty: 3225.801514
	Iteration 18Q: 3 clusters Score -2581235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2581239.750000 Penalty: 3225.801514
	Iteration 19Q: 3 clusters Score -2581240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2581246.500000 Penalty: 3225.801514
	Iteration 20F: 3 clusters Score -2581246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2581247.250000 Penalty: 3225.801514
	Iteration 21Q: 3 clusters Score -2581247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2581247.250000 Penalty: 3225.801514
	Iteration 22F: 3 clusters Score -2581247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -368086.281250 Penalty: 1299.674927
	Iteration 0F: 2 clusters Score -368086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -365363.250000 Penalty: 2599.349854
	Iteration 0F: 3 clusters Score -365363.2 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -366189.593750 Penalty: 2599.349854
	Iteration 1F: 3 clusters Score -366189.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -366502.218750 Penalty: 2599.349854
	Iteration 2F: 3 clusters Score -366502.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -366745.625000 Penalty: 2599.349854
	Iteration 3F: 3 clusters Score -366745.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -366937.781250 Penalty: 2599.349854
	Iteration 4F: 3 clusters Score -366937.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -367106.375000 Penalty: 2599.349854
	Iteration 5F: 3 clusters Score -367106.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -367241.812500 Penalty: 2599.349854
	Iteration 6F: 3 clusters Score -367241.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -367323.468750 Penalty: 2599.349854
	Iteration 7Q: 3 clusters Score -367323.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -367379.125000 Penalty: 2599.349854
	Iteration 8Q: 3 clusters Score -367379.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -367417.156250 Penalty: 2599.349854
	Iteration 9Q: 3 clusters Score -367417.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -367442.687500 Penalty: 2599.349854
	Iteration 10Q: 3 clusters Score -367442.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -367461.062500 Penalty: 2599.349854
	Iteration 11Q: 3 clusters Score -367461.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -367472.000000 Penalty: 2599.349854
	Iteration 12Q: 3 clusters Score -367472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -367478.156250 Penalty: 2599.349854
	Iteration 13Q: 3 clusters Score -367478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -367483.031250 Penalty: 2599.349854
	Iteration 14Q: 3 clusters Score -367483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -367489.156250 Penalty: 2599.349854
	Iteration 15Q: 3 clusters Score -367489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -367493.281250 Penalty: 2599.349854
	Iteration 16Q: 3 clusters Score -367493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -367495.531250 Penalty: 2599.349854
	Iteration 17Q: 3 clusters Score -367495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -367498.281250 Penalty: 2599.349854
	Iteration 18Q: 3 clusters Score -367498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -367499.187500 Penalty: 2599.349854
	Iteration 19Q: 3 clusters Score -367499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -367502.593750 Penalty: 2599.349854
	Iteration 20F: 3 clusters Score -367502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -367506.500000 Penalty: 2599.349854
	Iteration 21Q: 3 clusters Score -367506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -367508.906250 Penalty: 2599.349854
	Iteration 22Q: 3 clusters Score -367508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -367510.093750 Penalty: 2599.349854
	Iteration 23Q: 3 clusters Score -367510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -367511.562500 Penalty: 2599.349854
	Iteration 24Q: 3 clusters Score -367511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -367511.562500 Penalty: 2599.349854
	Iteration 25F: 3 clusters Score -367511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Entering Unmasked Estep 
Score: -5906177.000000 Penalty: 1744.183350
	Iteration 0F: 2 clusters Score -5906177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5875598.500000 Penalty: 3488.366699
	Iteration 0F: 3 clusters Score -5875598 nChanged 21312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -5887496.000000 Penalty: 3488.366699
	Iteration 1F: 3 clusters Score -5887496 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -5888258.500000 Penalty: 3488.366699
	Iteration 2Q: 3 clusters Score -5888258 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -5889215.000000 Penalty: 3488.366699
	Iteration 3F: 3 clusters Score -5889215 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -5890681.500000 Penalty: 3488.366699
	Iteration 4F: 3 clusters Score -5890682 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -5892719.500000 Penalty: 3488.366699
	Iteration 5F: 3 clusters Score -5892720 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -5895414.500000 Penalty: 3488.366699
	Iteration 6F: 3 clusters Score -5895414 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -5898410.000000 Penalty: 3488.366699
	Iteration 7F: 3 clusters Score -5898410 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5901002.000000 Penalty: 3488.366699
	Iteration 8F: 3 clusters Score -5901002 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -5902793.000000 Penalty: 3488.366699
	Iteration 9Q: 3 clusters Score -5902793 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -5903767.500000 Penalty: 3488.366699
	Iteration 10Q: 3 clusters Score -5903768 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5904208.500000 Penalty: 3488.366699
	Iteration 11Q: 3 clusters Score -5904208 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -5904383.500000 Penalty: 3488.366699
	Iteration 12Q: 3 clusters Score -5904384 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -5904505.000000 Penalty: 3488.366699
	Iteration 13Q: 3 clusters Score -5904505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -5904603.500000 Penalty: 3488.366699
	Iteration 14Q: 3 clusters Score -5904604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -5904657.500000 Penalty: 3488.366699
	Iteration 15Q: 3 clusters Score -5904658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5904686.500000 Penalty: 3488.366699
	Iteration 16Q: 3 clusters Score -5904686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -5904708.000000 Penalty: 3488.366699
	Iteration 17Q: 3 clusters Score -5904708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -5904720.000000 Penalty: 3488.366699
	Iteration 18Q: 3 clusters Score -5904720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -5904729.500000 Penalty: 3488.366699
	Iteration 19Q: 3 clusters Score -5904730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -5904739.000000 Penalty: 3488.366699
	Iteration 20F: 3 clusters Score -5904739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -5904747.500000 Penalty: 3488.366699
	Iteration 21Q: 3 clusters Score -5904748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -5904748.000000 Penalty: 3488.366699
	Iteration 22Q: 3 clusters Score -5904748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -5904750.500000 Penalty: 3488.366699
	Iteration 23Q: 3 clusters Score -5904750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -5904754.500000 Penalty: 3488.366699
	Iteration 24Q: 3 clusters Score -5904754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -5904755.500000 Penalty: 3488.366699
	Iteration 25Q: 3 clusters Score -5904756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -5904755.500000 Penalty: 3488.366699
	Iteration 26Q: 3 clusters Score -5904756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -5904755.500000 Penalty: 3488.366699
	Iteration 27F: 3 clusters Score -5904756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -10290.217773 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -10290.22 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 136 members 
Entering Unmasked Estep 
Score: -9599.430664 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -9599.431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9801.361328 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -9801.361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9883.341797 Penalty: 1803.449707
	Iteration 2F: 3 clusters Score -9883.342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9970.708984 Penalty: 1803.449707
	Iteration 3F: 3 clusters Score -9970.709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10007.940430 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -10007.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10045.019531 Penalty: 1803.449707
	Iteration 5Q: 3 clusters Score -10045.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10098.125000 Penalty: 1803.449707
	Iteration 6Q: 3 clusters Score -10098.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10108.671875 Penalty: 1803.449707
	Iteration 7Q: 3 clusters Score -10108.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10110.591797 Penalty: 1803.449707
	Iteration 8Q: 3 clusters Score -10110.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10114.000000 Penalty: 1803.449707
	Iteration 9Q: 3 clusters Score -10114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10114.000000 Penalty: 1803.449707
	Iteration 10F: 3 clusters Score -10114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Entering Unmasked Estep 
Score: -5580913.500000 Penalty: 1734.131592
	Iteration 0F: 2 clusters Score -5580914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -5551907.500000 Penalty: 3468.263184
	Iteration 0F: 3 clusters Score -5551908 nChanged 20088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -5563281.500000 Penalty: 3468.263184
	Iteration 1F: 3 clusters Score -5563282 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -5563731.000000 Penalty: 3468.263184
	Iteration 2Q: 3 clusters Score -5563731 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -5564146.000000 Penalty: 3468.263184
	Iteration 3Q: 3 clusters Score -5564146 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -5564585.500000 Penalty: 3468.263184
	Iteration 4Q: 3 clusters Score -5564586 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -5565020.500000 Penalty: 3468.263184
	Iteration 5Q: 3 clusters Score -5565020 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -5565649.500000 Penalty: 3468.263184
	Iteration 6Q: 3 clusters Score -5565650 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -5566626.500000 Penalty: 3468.263184
	Iteration 7Q: 3 clusters Score -5566626 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -5568147.000000 Penalty: 3468.263184
	Iteration 8F: 3 clusters Score -5568147 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -5570329.000000 Penalty: 3468.263184
	Iteration 9F: 3 clusters Score -5570329 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5573069.500000 Penalty: 3468.263184
	Iteration 10F: 3 clusters Score -5573070 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -5575647.000000 Penalty: 3468.263184
	Iteration 11F: 3 clusters Score -5575647 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5577381.500000 Penalty: 3468.263184
	Iteration 12Q: 3 clusters Score -5577382 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -5578339.500000 Penalty: 3468.263184
	Iteration 13Q: 3 clusters Score -5578340 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5578769.500000 Penalty: 3468.263184
	Iteration 14Q: 3 clusters Score -5578770 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -5578986.500000 Penalty: 3468.263184
	Iteration 15Q: 3 clusters Score -5578986 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -5579165.000000 Penalty: 3468.263184
	Iteration 16Q: 3 clusters Score -5579165 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -5579266.500000 Penalty: 3468.263184
	Iteration 17Q: 3 clusters Score -5579266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -5579331.000000 Penalty: 3468.263184
	Iteration 18Q: 3 clusters Score -5579331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -5579374.500000 Penalty: 3468.263184
	Iteration 19Q: 3 clusters Score -5579374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -5579396.000000 Penalty: 3468.263184
	Iteration 20F: 3 clusters Score -5579396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -5579400.000000 Penalty: 3468.263184
	Iteration 21Q: 3 clusters Score -5579400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5579397.500000 Penalty: 3468.263184
	Iteration 22Q: 3 clusters Score -5579398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -5579412.500000 Penalty: 3468.263184
	Iteration 23Q: 3 clusters Score -5579412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -5579420.500000 Penalty: 3468.263184
	Iteration 24Q: 3 clusters Score -5579420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -5579423.500000 Penalty: 3468.263184
	Iteration 25Q: 3 clusters Score -5579424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -5579419.000000 Penalty: 3468.263184
	Iteration 26Q: 3 clusters Score -5579419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -5579423.500000 Penalty: 3468.263184
	Iteration 27Q: 3 clusters Score -5579424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -5579429.000000 Penalty: 3468.263184
	Iteration 28Q: 3 clusters Score -5579429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -5579429.000000 Penalty: 3468.263184
	Iteration 29F: 3 clusters Score -5579429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Entering Unmasked Estep 
Score: -9303246.000000 Penalty: 1817.648926
	Iteration 0F: 2 clusters Score -9303246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -9255721.000000 Penalty: 3635.297852
	Iteration 0F: 3 clusters Score -9255721 nChanged 34303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -9275956.000000 Penalty: 3635.297852
	Iteration 1F: 3 clusters Score -9275956 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -9276928.000000 Penalty: 3635.297852
	Iteration 2Q: 3 clusters Score -9276928 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -9278376.000000 Penalty: 3635.297852
	Iteration 3Q: 3 clusters Score -9278376 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -9280954.000000 Penalty: 3635.297852
	Iteration 4F: 3 clusters Score -9280954 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -9284772.000000 Penalty: 3635.297852
	Iteration 5F: 3 clusters Score -9284772 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -9289526.000000 Penalty: 3635.297852
	Iteration 6F: 3 clusters Score -9289526 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -9294414.000000 Penalty: 3635.297852
	Iteration 7F: 3 clusters Score -9294414 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -9297781.000000 Penalty: 3635.297852
	Iteration 8F: 3 clusters Score -9297781 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -9299670.000000 Penalty: 3635.297852
	Iteration 9Q: 3 clusters Score -9299670 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9300672.000000 Penalty: 3635.297852
	Iteration 10Q: 3 clusters Score -9300672 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9301152.000000 Penalty: 3635.297852
	Iteration 11Q: 3 clusters Score -9301152 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9301379.000000 Penalty: 3635.297852
	Iteration 12Q: 3 clusters Score -9301379 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9301476.000000 Penalty: 3635.297852
	Iteration 13Q: 3 clusters Score -9301476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9301551.000000 Penalty: 3635.297852
	Iteration 14Q: 3 clusters Score -9301551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9301576.000000 Penalty: 3635.297852
	Iteration 15Q: 3 clusters Score -9301576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9301614.000000 Penalty: 3635.297852
	Iteration 16Q: 3 clusters Score -9301614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9301630.000000 Penalty: 3635.297852
	Iteration 17Q: 3 clusters Score -9301630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9301641.000000 Penalty: 3635.297852
	Iteration 18Q: 3 clusters Score -9301641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9301655.000000 Penalty: 3635.297852
	Iteration 19Q: 3 clusters Score -9301655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9301656.000000 Penalty: 3635.297852
	Iteration 20F: 3 clusters Score -9301656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9301658.000000 Penalty: 3635.297852
	Iteration 21Q: 3 clusters Score -9301658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9301658.000000 Penalty: 3635.297852
	Iteration 22Q: 3 clusters Score -9301658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9301673.000000 Penalty: 3635.297852
	Iteration 23Q: 3 clusters Score -9301673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9301666.000000 Penalty: 3635.297852
	Iteration 24Q: 3 clusters Score -9301666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9301675.000000 Penalty: 3635.297852
	Iteration 25Q: 3 clusters Score -9301675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9301678.000000 Penalty: 3635.297852
	Iteration 26Q: 3 clusters Score -9301678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9301676.000000 Penalty: 3635.297852
	Iteration 27Q: 3 clusters Score -9301676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9301683.000000 Penalty: 3635.297852
	Iteration 28Q: 3 clusters Score -9301683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9301685.000000 Penalty: 3635.297852
	Iteration 29Q: 3 clusters Score -9301685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9301685.000000 Penalty: 3635.297852
	Iteration 30F: 3 clusters Score -9301685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Entering Unmasked Estep 
Score: -2807529.000000 Penalty: 1622.655884
	Iteration 0F: 2 clusters Score -2807529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2792753.500000 Penalty: 3245.311768
	Iteration 0F: 3 clusters Score -2792754 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2798256.750000 Penalty: 3245.311768
	Iteration 1F: 3 clusters Score -2798257 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2798748.500000 Penalty: 3245.311768
	Iteration 2F: 3 clusters Score -2798748 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2799368.000000 Penalty: 3245.311768
	Iteration 3F: 3 clusters Score -2799368 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2800258.250000 Penalty: 3245.311768
	Iteration 4F: 3 clusters Score -2800258 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2801358.000000 Penalty: 3245.311768
	Iteration 5F: 3 clusters Score -2801358 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2802634.000000 Penalty: 3245.311768
	Iteration 6F: 3 clusters Score -2802634 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2803735.500000 Penalty: 3245.311768
	Iteration 7F: 3 clusters Score -2803736 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2804436.250000 Penalty: 3245.311768
	Iteration 8Q: 3 clusters Score -2804436 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2804857.750000 Penalty: 3245.311768
	Iteration 9Q: 3 clusters Score -2804858 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2805100.750000 Penalty: 3245.311768
	Iteration 10Q: 3 clusters Score -2805101 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2805253.250000 Penalty: 3245.311768
	Iteration 11Q: 3 clusters Score -2805253 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2805371.000000 Penalty: 3245.311768
	Iteration 12Q: 3 clusters Score -2805371 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2805476.750000 Penalty: 3245.311768
	Iteration 13Q: 3 clusters Score -2805477 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2805546.750000 Penalty: 3245.311768
	Iteration 14Q: 3 clusters Score -2805547 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2805615.250000 Penalty: 3245.311768
	Iteration 15Q: 3 clusters Score -2805615 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2805680.500000 Penalty: 3245.311768
	Iteration 16Q: 3 clusters Score -2805680 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2805723.750000 Penalty: 3245.311768
	Iteration 17Q: 3 clusters Score -2805724 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2805775.750000 Penalty: 3245.311768
	Iteration 18Q: 3 clusters Score -2805776 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2805816.250000 Penalty: 3245.311768
	Iteration 19Q: 3 clusters Score -2805816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2805859.250000 Penalty: 3245.311768
	Iteration 20F: 3 clusters Score -2805859 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2805901.000000 Penalty: 3245.311768
	Iteration 21Q: 3 clusters Score -2805901 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2805955.000000 Penalty: 3245.311768
	Iteration 22Q: 3 clusters Score -2805955 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2805995.500000 Penalty: 3245.311768
	Iteration 23Q: 3 clusters Score -2805996 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2806027.250000 Penalty: 3245.311768
	Iteration 24Q: 3 clusters Score -2806027 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2806067.500000 Penalty: 3245.311768
	Iteration 25Q: 3 clusters Score -2806068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2806094.000000 Penalty: 3245.311768
	Iteration 26Q: 3 clusters Score -2806094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2806105.250000 Penalty: 3245.311768
	Iteration 27Q: 3 clusters Score -2806105 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2806126.000000 Penalty: 3245.311768
	Iteration 28Q: 3 clusters Score -2806126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2806146.500000 Penalty: 3245.311768
	Iteration 29Q: 3 clusters Score -2806146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2806164.000000 Penalty: 3245.311768
	Iteration 30Q: 3 clusters Score -2806164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2806182.000000 Penalty: 3245.311768
	Iteration 31Q: 3 clusters Score -2806182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2806197.500000 Penalty: 3245.311768
	Iteration 32Q: 3 clusters Score -2806198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2806206.750000 Penalty: 3245.311768
	Iteration 33Q: 3 clusters Score -2806207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2806223.500000 Penalty: 3245.311768
	Iteration 34Q: 3 clusters Score -2806224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2806242.750000 Penalty: 3245.311768
	Iteration 35Q: 3 clusters Score -2806243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2806259.000000 Penalty: 3245.311768
	Iteration 36Q: 3 clusters Score -2806259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2806264.250000 Penalty: 3245.311768
	Iteration 37Q: 3 clusters Score -2806264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2806265.500000 Penalty: 3245.311768
	Iteration 38Q: 3 clusters Score -2806266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2806270.750000 Penalty: 3245.311768
	Iteration 39Q: 3 clusters Score -2806271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2806284.000000 Penalty: 3245.311768
	Iteration 40F: 3 clusters Score -2806284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2806296.250000 Penalty: 3245.311768
	Iteration 41Q: 3 clusters Score -2806296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2806303.250000 Penalty: 3245.311768
	Iteration 42Q: 3 clusters Score -2806303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2806313.000000 Penalty: 3245.311768
	Iteration 43Q: 3 clusters Score -2806313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2806317.500000 Penalty: 3245.311768
	Iteration 44Q: 3 clusters Score -2806318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2806319.250000 Penalty: 3245.311768
	Iteration 45Q: 3 clusters Score -2806319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2806316.250000 Penalty: 3245.311768
	Iteration 46Q: 3 clusters Score -2806316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2806323.000000 Penalty: 3245.311768
	Iteration 47Q: 3 clusters Score -2806323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2806333.250000 Penalty: 3245.311768
	Iteration 48Q: 3 clusters Score -2806333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2806341.000000 Penalty: 3245.311768
	Iteration 49Q: 3 clusters Score -2806341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2806344.250000 Penalty: 3245.311768
	Iteration 50Q: 3 clusters Score -2806344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2806345.250000 Penalty: 3245.311768
	Iteration 51Q: 3 clusters Score -2806345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2806351.250000 Penalty: 3245.311768
	Iteration 52Q: 3 clusters Score -2806351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2806356.000000 Penalty: 3245.311768
	Iteration 53Q: 3 clusters Score -2806356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2806355.000000 Penalty: 3245.311768
	Iteration 54Q: 3 clusters Score -2806355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2806350.000000 Penalty: 3245.311768
	Iteration 55Q: 3 clusters Score -2806350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2806354.000000 Penalty: 3245.311768
	Iteration 56Q: 3 clusters Score -2806354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2806351.000000 Penalty: 3245.311768
	Iteration 57Q: 3 clusters Score -2806351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2806352.500000 Penalty: 3245.311768
	Iteration 58Q: 3 clusters Score -2806352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2806354.750000 Penalty: 3245.311768
	Iteration 59Q: 3 clusters Score -2806355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2806362.000000 Penalty: 3245.311768
	Iteration 60F: 3 clusters Score -2806362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2806363.500000 Penalty: 3245.311768
	Iteration 61Q: 3 clusters Score -2806364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2806363.000000 Penalty: 3245.311768
	Iteration 62Q: 3 clusters Score -2806363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2806361.750000 Penalty: 3245.311768
	Iteration 63Q: 3 clusters Score -2806362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2806370.250000 Penalty: 3245.311768
	Iteration 64Q: 3 clusters Score -2806370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2806370.250000 Penalty: 3245.311768
	Iteration 65Q: 3 clusters Score -2806370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2806371.250000 Penalty: 3245.311768
	Iteration 66Q: 3 clusters Score -2806371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2806372.000000 Penalty: 3245.311768
	Iteration 67Q: 3 clusters Score -2806372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2806372.000000 Penalty: 3245.311768
	Iteration 68F: 3 clusters Score -2806372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -27045.466797 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -27045.47 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 191 members 
Entering Unmasked Estep 
Score: -26289.529297 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -26289.53 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26773.751953 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -26773.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27128.425781 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -27128.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27338.513672 Penalty: 1928.840576
	Iteration 3F: 3 clusters Score -27338.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27458.878906 Penalty: 1928.840576
	Iteration 4F: 3 clusters Score -27458.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27538.457031 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -27538.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27584.255859 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -27584.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27604.337891 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -27604.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27611.339844 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -27611.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27612.400391 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -27612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27612.400391 Penalty: 1928.840576
	Iteration 10F: 3 clusters Score -27612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 93648 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 43113 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 15 contains 72080 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 193 members 
Mstep: Class 18 contains 105710 members 
Mstep: Class 19 contains 81387 members 
Mstep: Class 20 contains 30923 members 
Entering Unmasked Estep 
Score: -69533488.000000 Penalty: 40818.515625
Splitting cluster 17 changes total score from -69534112.000000 to -69533488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (105710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Entering Unmasked Estep 
Score: -13537355.000000 Penalty: 1879.873901
	Iteration 0F: 2 clusters Score -1.353736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -13469147.000000 Penalty: 3759.747803
	Iteration 0F: 3 clusters Score -1.346915e+07 nChanged 50675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -13498270.000000 Penalty: 3759.747803
	Iteration 1F: 3 clusters Score -1.349827e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -13498923.000000 Penalty: 3759.747803
	Iteration 2Q: 3 clusters Score -1.349892e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -13499592.000000 Penalty: 3759.747803
	Iteration 3Q: 3 clusters Score -1.349959e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -13500480.000000 Penalty: 3759.747803
	Iteration 4Q: 3 clusters Score -1.350048e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -13502067.000000 Penalty: 3759.747803
	Iteration 5Q: 3 clusters Score -1.350207e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -13504573.000000 Penalty: 3759.747803
	Iteration 6Q: 3 clusters Score -1.350457e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -13508716.000000 Penalty: 3759.747803
	Iteration 7F: 3 clusters Score -1.350872e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -13514797.000000 Penalty: 3759.747803
	Iteration 8F: 3 clusters Score -1.35148e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -13521209.000000 Penalty: 3759.747803
	Iteration 9F: 3 clusters Score -1.352121e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -13526546.000000 Penalty: 3759.747803
	Iteration 10F: 3 clusters Score -1.352655e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -13529641.000000 Penalty: 3759.747803
	Iteration 11Q: 3 clusters Score -1.352964e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -13531654.000000 Penalty: 3759.747803
	Iteration 12Q: 3 clusters Score -1.353165e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -13533061.000000 Penalty: 3759.747803
	Iteration 13Q: 3 clusters Score -1.353306e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 94839 members 
Entering Unmasked Estep 
Score: -13534166.000000 Penalty: 3759.747803
	Iteration 14Q: 3 clusters Score -1.353417e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -13534937.000000 Penalty: 3759.747803
	Iteration 15Q: 3 clusters Score -1.353494e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -13535580.000000 Penalty: 3759.747803
	Iteration 16Q: 3 clusters Score -1.353558e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 97179 members 
Entering Unmasked Estep 
Score: -13535978.000000 Penalty: 3759.747803
	Iteration 17Q: 3 clusters Score -1.353598e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -13536139.000000 Penalty: 3759.747803
	Iteration 18Q: 3 clusters Score -1.353614e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 97958 members 
Entering Unmasked Estep 
Score: -13536305.000000 Penalty: 3759.747803
	Iteration 19Q: 3 clusters Score -1.35363e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
Score: -13536448.000000 Penalty: 3759.747803
	Iteration 20F: 3 clusters Score -1.353645e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 98430 members 
Entering Unmasked Estep 
Score: -13536500.000000 Penalty: 3759.747803
	Iteration 21Q: 3 clusters Score -1.35365e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -13536524.000000 Penalty: 3759.747803
	Iteration 22Q: 3 clusters Score -1.353652e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 98791 members 
Entering Unmasked Estep 
Score: -13536567.000000 Penalty: 3759.747803
	Iteration 23Q: 3 clusters Score -1.353657e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -13536572.000000 Penalty: 3759.747803
	Iteration 24Q: 3 clusters Score -1.353657e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -13536668.000000 Penalty: 3759.747803
	Iteration 25Q: 3 clusters Score -1.353667e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -13536682.000000 Penalty: 3759.747803
	Iteration 26Q: 3 clusters Score -1.353668e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -13536724.000000 Penalty: 3759.747803
	Iteration 27Q: 3 clusters Score -1.353672e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 99419 members 
Entering Unmasked Estep 
Score: -13536716.000000 Penalty: 3759.747803
	Iteration 28Q: 3 clusters Score -1.353672e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -13536740.000000 Penalty: 3759.747803
	Iteration 29Q: 3 clusters Score -1.353674e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -13536731.000000 Penalty: 3759.747803
	Iteration 30Q: 3 clusters Score -1.353673e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 99693 members 
Entering Unmasked Estep 
Score: -13536734.000000 Penalty: 3759.747803
	Iteration 31Q: 3 clusters Score -1.353673e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -13536727.000000 Penalty: 3759.747803
	Iteration 32Q: 3 clusters Score -1.353673e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -13536720.000000 Penalty: 3759.747803
	Iteration 33Q: 3 clusters Score -1.353672e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -13536721.000000 Penalty: 3759.747803
	Iteration 34Q: 3 clusters Score -1.353672e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -13536712.000000 Penalty: 3759.747803
	Iteration 35Q: 3 clusters Score -1.353671e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 99972 members 
Entering Unmasked Estep 
Score: -13536725.000000 Penalty: 3759.747803
	Iteration 36Q: 3 clusters Score -1.353672e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 100017 members 
Entering Unmasked Estep 
Score: -13536730.000000 Penalty: 3759.747803
	Iteration 37Q: 3 clusters Score -1.353673e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 100052 members 
Entering Unmasked Estep 
Score: -13536723.000000 Penalty: 3759.747803
	Iteration 38Q: 3 clusters Score -1.353672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 100085 members 
Entering Unmasked Estep 
Score: -13536713.000000 Penalty: 3759.747803
	Iteration 39Q: 3 clusters Score -1.353671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -13536718.000000 Penalty: 3759.747803
	Iteration 40F: 3 clusters Score -1.353672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 100142 members 
Entering Unmasked Estep 
Score: -13536722.000000 Penalty: 3759.747803
	Iteration 41Q: 3 clusters Score -1.353672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -13536708.000000 Penalty: 3759.747803
	Iteration 42Q: 3 clusters Score -1.353671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 100182 members 
Entering Unmasked Estep 
Score: -13536714.000000 Penalty: 3759.747803
	Iteration 43Q: 3 clusters Score -1.353671e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
Score: -13536719.000000 Penalty: 3759.747803
	Iteration 44Q: 3 clusters Score -1.353672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -13536707.000000 Penalty: 3759.747803
	Iteration 45Q: 3 clusters Score -1.353671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 100233 members 
Entering Unmasked Estep 
Score: -13536719.000000 Penalty: 3759.747803
	Iteration 46Q: 3 clusters Score -1.353672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -13536720.000000 Penalty: 3759.747803
	Iteration 47Q: 3 clusters Score -1.353672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -13536723.000000 Penalty: 3759.747803
	Iteration 48Q: 3 clusters Score -1.353672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 100274 members 
Entering Unmasked Estep 
Score: -13536722.000000 Penalty: 3759.747803
	Iteration 49Q: 3 clusters Score -1.353672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -13536723.000000 Penalty: 3759.747803
	Iteration 50Q: 3 clusters Score -1.353672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -13536723.000000 Penalty: 3759.747803
	Iteration 51Q: 3 clusters Score -1.353672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -13536711.000000 Penalty: 3759.747803
	Iteration 52Q: 3 clusters Score -1.353671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -13536719.000000 Penalty: 3759.747803
	Iteration 53Q: 3 clusters Score -1.353672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -13536712.000000 Penalty: 3759.747803
	Iteration 54Q: 3 clusters Score -1.353671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -13536729.000000 Penalty: 3759.747803
	Iteration 55Q: 3 clusters Score -1.353673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 100350 members 
Entering Unmasked Estep 
Score: -13536731.000000 Penalty: 3759.747803
	Iteration 56Q: 3 clusters Score -1.353673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -13536724.000000 Penalty: 3759.747803
	Iteration 57Q: 3 clusters Score -1.353672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 100357 members 
Entering Unmasked Estep 
Score: -13536734.000000 Penalty: 3759.747803
	Iteration 58Q: 3 clusters Score -1.353673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -13536742.000000 Penalty: 3759.747803
	Iteration 59Q: 3 clusters Score -1.353674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -13536732.000000 Penalty: 3759.747803
	Iteration 60F: 3 clusters Score -1.353673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -13536723.000000 Penalty: 3759.747803
	Iteration 61Q: 3 clusters Score -1.353672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 100383 members 
Entering Unmasked Estep 
Score: -13536735.000000 Penalty: 3759.747803
	Iteration 62Q: 3 clusters Score -1.353674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -13536740.000000 Penalty: 3759.747803
	Iteration 63Q: 3 clusters Score -1.353674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -13536733.000000 Penalty: 3759.747803
	Iteration 64Q: 3 clusters Score -1.353673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -13536739.000000 Penalty: 3759.747803
	Iteration 65Q: 3 clusters Score -1.353674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -13536731.000000 Penalty: 3759.747803
	Iteration 66Q: 3 clusters Score -1.353673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -13536733.000000 Penalty: 3759.747803
	Iteration 67Q: 3 clusters Score -1.353673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -13536739.000000 Penalty: 3759.747803
	Iteration 68Q: 3 clusters Score -1.353674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
Score: -13536731.000000 Penalty: 3759.747803
	Iteration 69Q: 3 clusters Score -1.353673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -13536728.000000 Penalty: 3759.747803
	Iteration 70Q: 3 clusters Score -1.353673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
Score: -13536741.000000 Penalty: 3759.747803
	Iteration 71Q: 3 clusters Score -1.353674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -13536740.000000 Penalty: 3759.747803
	Iteration 72Q: 3 clusters Score -1.353674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -13536740.000000 Penalty: 3759.747803
	Iteration 73F: 3 clusters Score -1.353674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Entering Unmasked Estep 
Score: -10484858.000000 Penalty: 1837.382690
	Iteration 0F: 2 clusters Score -1.048486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -10432175.000000 Penalty: 3674.765381
	Iteration 0F: 3 clusters Score -1.043218e+07 nChanged 38717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -10454196.000000 Penalty: 3674.765381
	Iteration 1F: 3 clusters Score -1.04542e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -10455105.000000 Penalty: 3674.765381
	Iteration 2Q: 3 clusters Score -1.04551e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -10456300.000000 Penalty: 3674.765381
	Iteration 3Q: 3 clusters Score -1.04563e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -10457507.000000 Penalty: 3674.765381
	Iteration 4Q: 3 clusters Score -1.045751e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -10458937.000000 Penalty: 3674.765381
	Iteration 5Q: 3 clusters Score -1.045894e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -10460544.000000 Penalty: 3674.765381
	Iteration 6Q: 3 clusters Score -1.046054e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -10462294.000000 Penalty: 3674.765381
	Iteration 7Q: 3 clusters Score -1.046229e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -10464278.000000 Penalty: 3674.765381
	Iteration 8Q: 3 clusters Score -1.046428e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -10466817.000000 Penalty: 3674.765381
	Iteration 9F: 3 clusters Score -1.046682e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -10469679.000000 Penalty: 3674.765381
	Iteration 10F: 3 clusters Score -1.046968e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -10471855.000000 Penalty: 3674.765381
	Iteration 11Q: 3 clusters Score -1.047186e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -10473024.000000 Penalty: 3674.765381
	Iteration 12Q: 3 clusters Score -1.047302e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -10473403.000000 Penalty: 3674.765381
	Iteration 13Q: 3 clusters Score -1.04734e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -10473622.000000 Penalty: 3674.765381
	Iteration 14Q: 3 clusters Score -1.047362e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -10473834.000000 Penalty: 3674.765381
	Iteration 15Q: 3 clusters Score -1.047383e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -10474069.000000 Penalty: 3674.765381
	Iteration 16Q: 3 clusters Score -1.047407e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -10474337.000000 Penalty: 3674.765381
	Iteration 17Q: 3 clusters Score -1.047434e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -10474519.000000 Penalty: 3674.765381
	Iteration 18Q: 3 clusters Score -1.047452e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -10474726.000000 Penalty: 3674.765381
	Iteration 19Q: 3 clusters Score -1.047473e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -10474919.000000 Penalty: 3674.765381
	Iteration 20F: 3 clusters Score -1.047492e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -10475171.000000 Penalty: 3674.765381
	Iteration 21Q: 3 clusters Score -1.047517e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -10475442.000000 Penalty: 3674.765381
	Iteration 22Q: 3 clusters Score -1.047544e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -10475617.000000 Penalty: 3674.765381
	Iteration 23Q: 3 clusters Score -1.047562e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -10475803.000000 Penalty: 3674.765381
	Iteration 24Q: 3 clusters Score -1.04758e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -10476055.000000 Penalty: 3674.765381
	Iteration 25Q: 3 clusters Score -1.047606e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -10476407.000000 Penalty: 3674.765381
	Iteration 26Q: 3 clusters Score -1.047641e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -10476649.000000 Penalty: 3674.765381
	Iteration 27Q: 3 clusters Score -1.047665e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -10476975.000000 Penalty: 3674.765381
	Iteration 28Q: 3 clusters Score -1.047698e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -10477237.000000 Penalty: 3674.765381
	Iteration 29Q: 3 clusters Score -1.047724e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -10477598.000000 Penalty: 3674.765381
	Iteration 30Q: 3 clusters Score -1.04776e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -10478084.000000 Penalty: 3674.765381
	Iteration 31Q: 3 clusters Score -1.047808e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -10478538.000000 Penalty: 3674.765381
	Iteration 32Q: 3 clusters Score -1.047854e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -10479055.000000 Penalty: 3674.765381
	Iteration 33Q: 3 clusters Score -1.047906e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -10479521.000000 Penalty: 3674.765381
	Iteration 34Q: 3 clusters Score -1.047952e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -10480060.000000 Penalty: 3674.765381
	Iteration 35Q: 3 clusters Score -1.048006e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -10480523.000000 Penalty: 3674.765381
	Iteration 36Q: 3 clusters Score -1.048052e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -10480926.000000 Penalty: 3674.765381
	Iteration 37Q: 3 clusters Score -1.048093e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -10481124.000000 Penalty: 3674.765381
	Iteration 38Q: 3 clusters Score -1.048112e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -10481298.000000 Penalty: 3674.765381
	Iteration 39Q: 3 clusters Score -1.04813e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -10481742.000000 Penalty: 3674.765381
	Iteration 40F: 3 clusters Score -1.048174e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -10482205.000000 Penalty: 3674.765381
	Iteration 41Q: 3 clusters Score -1.04822e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -10482574.000000 Penalty: 3674.765381
	Iteration 42Q: 3 clusters Score -1.048257e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10482842.000000 Penalty: 3674.765381
	Iteration 43Q: 3 clusters Score -1.048284e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79825 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -10483024.000000 Penalty: 3674.765381
	Iteration 44Q: 3 clusters Score -1.048302e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10483141.000000 Penalty: 3674.765381
	Iteration 45Q: 3 clusters Score -1.048314e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10483254.000000 Penalty: 3674.765381
	Iteration 46Q: 3 clusters Score -1.048325e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10483319.000000 Penalty: 3674.765381
	Iteration 47Q: 3 clusters Score -1.048332e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10483373.000000 Penalty: 3674.765381
	Iteration 48Q: 3 clusters Score -1.048337e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10483396.000000 Penalty: 3674.765381
	Iteration 49Q: 3 clusters Score -1.04834e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10483422.000000 Penalty: 3674.765381
	Iteration 50Q: 3 clusters Score -1.048342e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10483439.000000 Penalty: 3674.765381
	Iteration 51Q: 3 clusters Score -1.048344e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10483457.000000 Penalty: 3674.765381
	Iteration 52Q: 3 clusters Score -1.048346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10483458.000000 Penalty: 3674.765381
	Iteration 53Q: 3 clusters Score -1.048346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80944 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10483466.000000 Penalty: 3674.765381
	Iteration 54Q: 3 clusters Score -1.048347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10483479.000000 Penalty: 3674.765381
	Iteration 55Q: 3 clusters Score -1.048348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10483507.000000 Penalty: 3674.765381
	Iteration 56Q: 3 clusters Score -1.048351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10483493.000000 Penalty: 3674.765381
	Iteration 57Q: 3 clusters Score -1.048349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10483506.000000 Penalty: 3674.765381
	Iteration 58Q: 3 clusters Score -1.048351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10483507.000000 Penalty: 3674.765381
	Iteration 59Q: 3 clusters Score -1.048351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10483507.000000 Penalty: 3674.765381
	Iteration 60F: 3 clusters Score -1.048351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10483506.000000 Penalty: 3674.765381
	Iteration 61Q: 3 clusters Score -1.048351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10483510.000000 Penalty: 3674.765381
	Iteration 62Q: 3 clusters Score -1.048351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10483507.000000 Penalty: 3674.765381
	Iteration 63Q: 3 clusters Score -1.048351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10483508.000000 Penalty: 3674.765381
	Iteration 64Q: 3 clusters Score -1.048351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10483506.000000 Penalty: 3674.765381
	Iteration 65Q: 3 clusters Score -1.048351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10483509.000000 Penalty: 3674.765381
	Iteration 66Q: 3 clusters Score -1.048351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10483511.000000 Penalty: 3674.765381
	Iteration 67Q: 3 clusters Score -1.048351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10483502.000000 Penalty: 3674.765381
	Iteration 68Q: 3 clusters Score -1.04835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10483502.000000 Penalty: 3674.765381
	Iteration 69F: 3 clusters Score -1.04835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Entering Unmasked Estep 
Score: -3992976.500000 Penalty: 1680.129028
	Iteration 0F: 2 clusters Score -3992976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3972225.250000 Penalty: 3360.258057
	Iteration 0F: 3 clusters Score -3972225 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3980198.500000 Penalty: 3360.258057
	Iteration 1F: 3 clusters Score -3980198 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3980891.500000 Penalty: 3360.258057
	Iteration 2Q: 3 clusters Score -3980892 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3981808.750000 Penalty: 3360.258057
	Iteration 3F: 3 clusters Score -3981809 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3983080.000000 Penalty: 3360.258057
	Iteration 4F: 3 clusters Score -3983080 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3984766.000000 Penalty: 3360.258057
	Iteration 5F: 3 clusters Score -3984766 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3986837.500000 Penalty: 3360.258057
	Iteration 6F: 3 clusters Score -3986838 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3988669.750000 Penalty: 3360.258057
	Iteration 7F: 3 clusters Score -3988670 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3989541.250000 Penalty: 3360.258057
	Iteration 8Q: 3 clusters Score -3989541 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3989851.250000 Penalty: 3360.258057
	Iteration 9Q: 3 clusters Score -3989851 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3990049.500000 Penalty: 3360.258057
	Iteration 10Q: 3 clusters Score -3990050 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3990153.750000 Penalty: 3360.258057
	Iteration 11Q: 3 clusters Score -3990154 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -3990259.250000 Penalty: 3360.258057
	Iteration 12Q: 3 clusters Score -3990259 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3990328.250000 Penalty: 3360.258057
	Iteration 13Q: 3 clusters Score -3990328 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3990384.750000 Penalty: 3360.258057
	Iteration 14Q: 3 clusters Score -3990385 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -3990438.750000 Penalty: 3360.258057
	Iteration 15Q: 3 clusters Score -3990439 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3990492.250000 Penalty: 3360.258057
	Iteration 16Q: 3 clusters Score -3990492 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3990530.250000 Penalty: 3360.258057
	Iteration 17Q: 3 clusters Score -3990530 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3990546.000000 Penalty: 3360.258057
	Iteration 18Q: 3 clusters Score -3990546 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3990572.250000 Penalty: 3360.258057
	Iteration 19Q: 3 clusters Score -3990572 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3990587.250000 Penalty: 3360.258057
	Iteration 20F: 3 clusters Score -3990587 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -3990606.750000 Penalty: 3360.258057
	Iteration 21Q: 3 clusters Score -3990607 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3990627.000000 Penalty: 3360.258057
	Iteration 22Q: 3 clusters Score -3990627 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3990644.750000 Penalty: 3360.258057
	Iteration 23Q: 3 clusters Score -3990645 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3990666.500000 Penalty: 3360.258057
	Iteration 24Q: 3 clusters Score -3990666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3990688.500000 Penalty: 3360.258057
	Iteration 25Q: 3 clusters Score -3990688 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3990710.750000 Penalty: 3360.258057
	Iteration 26Q: 3 clusters Score -3990711 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3990724.750000 Penalty: 3360.258057
	Iteration 27Q: 3 clusters Score -3990725 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3990735.250000 Penalty: 3360.258057
	Iteration 28Q: 3 clusters Score -3990735 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3990753.750000 Penalty: 3360.258057
	Iteration 29Q: 3 clusters Score -3990754 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3990784.500000 Penalty: 3360.258057
	Iteration 30Q: 3 clusters Score -3990784 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3990789.250000 Penalty: 3360.258057
	Iteration 31Q: 3 clusters Score -3990789 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3990803.750000 Penalty: 3360.258057
	Iteration 32Q: 3 clusters Score -3990804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3990829.000000 Penalty: 3360.258057
	Iteration 33Q: 3 clusters Score -3990829 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3990838.500000 Penalty: 3360.258057
	Iteration 34Q: 3 clusters Score -3990838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3990870.750000 Penalty: 3360.258057
	Iteration 35Q: 3 clusters Score -3990871 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3990878.250000 Penalty: 3360.258057
	Iteration 36Q: 3 clusters Score -3990878 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -3990880.750000 Penalty: 3360.258057
	Iteration 37Q: 3 clusters Score -3990881 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3990884.000000 Penalty: 3360.258057
	Iteration 38Q: 3 clusters Score -3990884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3990899.750000 Penalty: 3360.258057
	Iteration 39Q: 3 clusters Score -3990900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3990921.000000 Penalty: 3360.258057
	Iteration 40F: 3 clusters Score -3990921 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3990923.750000 Penalty: 3360.258057
	Iteration 41Q: 3 clusters Score -3990924 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3990943.250000 Penalty: 3360.258057
	Iteration 42Q: 3 clusters Score -3990943 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3990963.250000 Penalty: 3360.258057
	Iteration 43Q: 3 clusters Score -3990963 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3990968.750000 Penalty: 3360.258057
	Iteration 44Q: 3 clusters Score -3990969 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3990982.250000 Penalty: 3360.258057
	Iteration 45Q: 3 clusters Score -3990982 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3990991.500000 Penalty: 3360.258057
	Iteration 46Q: 3 clusters Score -3990992 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3991032.250000 Penalty: 3360.258057
	Iteration 47Q: 3 clusters Score -3991032 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3991046.000000 Penalty: 3360.258057
	Iteration 48Q: 3 clusters Score -3991046 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3991084.750000 Penalty: 3360.258057
	Iteration 49Q: 3 clusters Score -3991085 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3991112.750000 Penalty: 3360.258057
	Iteration 50Q: 3 clusters Score -3991113 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3991130.750000 Penalty: 3360.258057
	Iteration 51Q: 3 clusters Score -3991131 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3991165.500000 Penalty: 3360.258057
	Iteration 52Q: 3 clusters Score -3991166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3991187.250000 Penalty: 3360.258057
	Iteration 53Q: 3 clusters Score -3991187 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3991212.000000 Penalty: 3360.258057
	Iteration 54Q: 3 clusters Score -3991212 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3991225.750000 Penalty: 3360.258057
	Iteration 55Q: 3 clusters Score -3991226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3991249.000000 Penalty: 3360.258057
	Iteration 56Q: 3 clusters Score -3991249 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3991270.000000 Penalty: 3360.258057
	Iteration 57Q: 3 clusters Score -3991270 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3991291.250000 Penalty: 3360.258057
	Iteration 58Q: 3 clusters Score -3991291 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3991307.250000 Penalty: 3360.258057
	Iteration 59Q: 3 clusters Score -3991307 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3991341.500000 Penalty: 3360.258057
	Iteration 60F: 3 clusters Score -3991342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3991357.500000 Penalty: 3360.258057
	Iteration 61Q: 3 clusters Score -3991358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3991375.500000 Penalty: 3360.258057
	Iteration 62Q: 3 clusters Score -3991376 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3991404.750000 Penalty: 3360.258057
	Iteration 63Q: 3 clusters Score -3991405 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3991417.250000 Penalty: 3360.258057
	Iteration 64Q: 3 clusters Score -3991417 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3991443.250000 Penalty: 3360.258057
	Iteration 65Q: 3 clusters Score -3991443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3991461.500000 Penalty: 3360.258057
	Iteration 66Q: 3 clusters Score -3991462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3991473.500000 Penalty: 3360.258057
	Iteration 67Q: 3 clusters Score -3991474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3991487.500000 Penalty: 3360.258057
	Iteration 68Q: 3 clusters Score -3991488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3991497.500000 Penalty: 3360.258057
	Iteration 69Q: 3 clusters Score -3991498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3991518.250000 Penalty: 3360.258057
	Iteration 70Q: 3 clusters Score -3991518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3991531.750000 Penalty: 3360.258057
	Iteration 71Q: 3 clusters Score -3991532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3991536.750000 Penalty: 3360.258057
	Iteration 72Q: 3 clusters Score -3991537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3991549.250000 Penalty: 3360.258057
	Iteration 73Q: 3 clusters Score -3991549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3991554.250000 Penalty: 3360.258057
	Iteration 74Q: 3 clusters Score -3991554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3991560.500000 Penalty: 3360.258057
	Iteration 75Q: 3 clusters Score -3991560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3991564.000000 Penalty: 3360.258057
	Iteration 76Q: 3 clusters Score -3991564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3991567.750000 Penalty: 3360.258057
	Iteration 77Q: 3 clusters Score -3991568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3991566.500000 Penalty: 3360.258057
	Iteration 78Q: 3 clusters Score -3991566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3991574.250000 Penalty: 3360.258057
	Iteration 79Q: 3 clusters Score -3991574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3991580.000000 Penalty: 3360.258057
	Iteration 80F: 3 clusters Score -3991580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3991582.750000 Penalty: 3360.258057
	Iteration 81Q: 3 clusters Score -3991583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3991589.500000 Penalty: 3360.258057
	Iteration 82Q: 3 clusters Score -3991590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3991594.000000 Penalty: 3360.258057
	Iteration 83Q: 3 clusters Score -3991594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3991588.250000 Penalty: 3360.258057
	Iteration 84Q: 3 clusters Score -3991588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3991591.000000 Penalty: 3360.258057
	Iteration 85Q: 3 clusters Score -3991591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3991590.750000 Penalty: 3360.258057
	Iteration 86Q: 3 clusters Score -3991591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3991594.500000 Penalty: 3360.258057
	Iteration 87Q: 3 clusters Score -3991594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3991601.500000 Penalty: 3360.258057
	Iteration 88Q: 3 clusters Score -3991602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3991597.750000 Penalty: 3360.258057
	Iteration 89Q: 3 clusters Score -3991598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3991604.000000 Penalty: 3360.258057
	Iteration 90Q: 3 clusters Score -3991604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3991603.750000 Penalty: 3360.258057
	Iteration 91Q: 3 clusters Score -3991604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3991608.000000 Penalty: 3360.258057
	Iteration 92Q: 3 clusters Score -3991608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3991611.750000 Penalty: 3360.258057
	Iteration 93Q: 3 clusters Score -3991612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3991614.750000 Penalty: 3360.258057
	Iteration 94Q: 3 clusters Score -3991615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3991614.500000 Penalty: 3360.258057
	Iteration 95Q: 3 clusters Score -3991614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3991613.750000 Penalty: 3360.258057
	Iteration 96Q: 3 clusters Score -3991614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3991615.250000 Penalty: 3360.258057
	Iteration 97Q: 3 clusters Score -3991615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3991615.500000 Penalty: 3360.258057
	Iteration 98Q: 3 clusters Score -3991616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3991616.500000 Penalty: 3360.258057
	Iteration 99Q: 3 clusters Score -3991616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3991620.250000 Penalty: 3360.258057
	Iteration 100F: 3 clusters Score -3991620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3991620.250000 Penalty: 3360.258057
	Iteration 101Q: 3 clusters Score -3991620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3991622.000000 Penalty: 3360.258057
	Iteration 102Q: 3 clusters Score -3991622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -3991618.750000 Penalty: 3360.258057
	Iteration 103Q: 3 clusters Score -3991619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3991624.250000 Penalty: 3360.258057
	Iteration 104Q: 3 clusters Score -3991624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3991621.500000 Penalty: 3360.258057
	Iteration 105Q: 3 clusters Score -3991622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3991621.500000 Penalty: 3360.258057
	Iteration 106Q: 3 clusters Score -3991622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3991620.750000 Penalty: 3360.258057
	Iteration 107Q: 3 clusters Score -3991621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3991620.750000 Penalty: 3360.258057
	Iteration 108F: 3 clusters Score -3991621 nChanged 0
--- Evaluating fit on full set of 1654790 points ---
Entering Unmasked Estep 
Score: -208932832.000000 Penalty: 41883.613281
22->19 Clusters: Score -208932832.000000, best is -208935728.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 551596 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 25042 members 
Mstep: Class 3 contains 25210 members 
Mstep: Class 4 contains 25066 members 
Mstep: Class 5 contains 24922 members 
Mstep: Class 6 contains 25270 members 
Mstep: Class 7 contains 25084 members 
Mstep: Class 8 contains 24874 members 
Mstep: Class 9 contains 25232 members 
Mstep: Class 10 contains 25051 members 
Mstep: Class 11 contains 24792 members 
Mstep: Class 12 contains 25141 members 
Mstep: Class 13 contains 24946 members 
Mstep: Class 14 contains 25110 members 
Mstep: Class 15 contains 25148 members 
Mstep: Class 16 contains 25189 members 
Mstep: Class 17 contains 24978 members 
Mstep: Class 18 contains 25305 members 
Mstep: Class 19 contains 25102 members 
Mstep: Class 20 contains 25275 members 
Mstep: Class 21 contains 24991 members 
Mstep: Class 22 contains 24769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 931.571838 but Gain 2148.343750
Score: -66545380.000000 Penalty: 45115.199219
Iteration 0F: 22 clusters Score -6.654538e+07 nChanged 526364
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 113571 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 89387 members 
Mstep: Class 4 contains 2212 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 10224 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 1673 members 
Mstep: Class 10 contains 13374 members 
Mstep: Class 11 contains 6745 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 7072 members 
Mstep: Class 14 contains 15287 members 
Mstep: Class 16 contains 609 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 102008 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 7779 members 
Mstep: Class 22 contains 139141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1000.261719 but Gain 2148.339844
Score: -68909024.000000 Penalty: 42966.859375
Iteration 1F: 21 clusters Score -6.890902e+07 nChanged 132153
Entering Unmasked Mstep 
Mstep: Class 0 contains 754 members 
Mstep: Class 1 contains 126623 members 
Mstep: Class 2 contains 8535 members 
Mstep: Class 3 contains 86706 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 6199 members 
Mstep: Class 8 contains 3426 members 
Mstep: Class 9 contains 1479 members 
Mstep: Class 10 contains 8436 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 1016 members 
Mstep: Class 13 contains 4064 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 16 contains 732 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 108774 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 161639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 856.656921 but Gain 2148.343750
Score: -69031496.000000 Penalty: 40818.515625
Iteration 2F: 20 clusters Score -6.90315e+07 nChanged 105320
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 139600 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 86569 members 
Mstep: Class 5 contains 793 members 
Mstep: Class 6 contains 6445 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 815 members 
Mstep: Class 10 contains 5666 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 2758 members 
Mstep: Class 14 contains 5097 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4594 members 
Mstep: Class 18 contains 121709 members 
Mstep: Class 19 contains 1030 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 148256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 975.383362 but Gain 2148.343750
Score: -69122312.000000 Penalty: 38670.171875
Iteration 3F: 19 clusters Score -6.912231e+07 nChanged 89053
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 88145 members 
Mstep: Class 6 contains 9087 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 136445 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 7359 members 
Mstep: Class 22 contains 128455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 927.395081 but Gain 2148.343750
Score: -69199264.000000 Penalty: 36521.828125
Iteration 4F: 18 clusters Score -6.919926e+07 nChanged 83655
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 145124 members 
Mstep: Class 2 contains 12628 members 
Mstep: Class 3 contains 93198 members 
Mstep: Class 6 contains 13335 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 1549 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 16 contains 875 members 
Mstep: Class 17 contains 2241 members 
Mstep: Class 18 contains 143436 members 
Mstep: Class 20 contains 726 members 
Mstep: Class 21 contains 7108 members 
Mstep: Class 22 contains 118396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1432.688232 but Gain 2148.343750
Score: -69262272.000000 Penalty: 34373.484375
Iteration 5F: 17 clusters Score -6.926227e+07 nChanged 74637
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 138519 members 
Mstep: Class 2 contains 13559 members 
Mstep: Class 3 contains 102299 members 
Mstep: Class 6 contains 17919 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 1339 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1651 members 
Mstep: Class 18 contains 139908 members 
Mstep: Class 21 contains 6607 members 
Mstep: Class 22 contains 117336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1629.682251 but Gain 2148.341797
Score: -69315656.000000 Penalty: 32225.142578
Iteration 6F: 16 clusters Score -6.931566e+07 nChanged 63587
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 131547 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 114837 members 
Mstep: Class 6 contains 22029 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 693 members 
Mstep: Class 11 contains 3427 members 
Mstep: Class 12 contains 1466 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 129580 members 
Mstep: Class 21 contains 6161 members 
Mstep: Class 22 contains 119799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1614.872437 but Gain 2148.341797
Score: -69360352.000000 Penalty: 30076.800781
Iteration 7F: 15 clusters Score -6.936035e+07 nChanged 53520
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 127476 members 
Mstep: Class 2 contains 14260 members 
Mstep: Class 3 contains 128508 members 
Mstep: Class 6 contains 25682 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 11 contains 3079 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 16 contains 670 members 
Mstep: Class 18 contains 114810 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 121730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1923.018311 but Gain 2148.343750
Score: -69385872.000000 Penalty: 27928.457031
Iteration 8F: 14 clusters Score -6.938587e+07 nChanged 45107
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 14659 members 
Mstep: Class 3 contains 141378 members 
Mstep: Class 6 contains 29230 members 
Mstep: Class 8 contains 5389 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 18 contains 99505 members 
Mstep: Class 21 contains 5356 members 
Mstep: Class 22 contains 122762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69396776.000000 Penalty: 27928.457031
Iteration 9F: 14 clusters Score -6.939678e+07 nChanged 36637
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 15225 members 
Mstep: Class 3 contains 149754 members 
Mstep: Class 6 contains 33358 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 1446 members 
Mstep: Class 13 contains 2809 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 18 contains 86094 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 123420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69400120.000000 Penalty: 27928.457031
Iteration 10F: 14 clusters Score -6.940012e+07 nChanged 30203
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 123333 members 
Mstep: Class 2 contains 15808 members 
Mstep: Class 3 contains 152802 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 8 contains 8322 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 18 contains 75809 members 
Mstep: Class 21 contains 4677 members 
Mstep: Class 22 contains 124001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69404072.000000 Penalty: 27928.457031
Iteration 11F: 14 clusters Score -6.940407e+07 nChanged 24921
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 123765 members 
Mstep: Class 2 contains 16284 members 
Mstep: Class 3 contains 151939 members 
Mstep: Class 6 contains 43385 members 
Mstep: Class 8 contains 9827 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 3799 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 18 contains 68662 members 
Mstep: Class 21 contains 4359 members 
Mstep: Class 22 contains 124361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69410144.000000 Penalty: 27928.457031
Iteration 12Q: 14 clusters Score -6.941014e+07 nChanged 21575
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 124403 members 
Mstep: Class 2 contains 16589 members 
Mstep: Class 3 contains 149116 members 
Mstep: Class 6 contains 49199 members 
Mstep: Class 8 contains 11384 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 16 contains 523 members 
Mstep: Class 18 contains 63665 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 22 contains 123889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69417712.000000 Penalty: 27928.457031
Iteration 13Q: 14 clusters Score -6.941771e+07 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 125134 members 
Mstep: Class 2 contains 16687 members 
Mstep: Class 3 contains 145480 members 
Mstep: Class 6 contains 55448 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 11 contains 2573 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 16 contains 512 members 
Mstep: Class 18 contains 60042 members 
Mstep: Class 21 contains 3805 members 
Mstep: Class 22 contains 122481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69424664.000000 Penalty: 27928.457031
Iteration 14Q: 14 clusters Score -6.942466e+07 nChanged 18270
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 125808 members 
Mstep: Class 2 contains 16661 members 
Mstep: Class 3 contains 141803 members 
Mstep: Class 6 contains 61986 members 
Mstep: Class 8 contains 14732 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 11 contains 2569 members 
Mstep: Class 12 contains 906 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 16 contains 510 members 
Mstep: Class 18 contains 57120 members 
Mstep: Class 21 contains 3578 members 
Mstep: Class 22 contains 120092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69431616.000000 Penalty: 27928.457031
Iteration 15Q: 14 clusters Score -6.943162e+07 nChanged 17518
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 126339 members 
Mstep: Class 2 contains 16561 members 
Mstep: Class 3 contains 138181 members 
Mstep: Class 6 contains 68552 members 
Mstep: Class 8 contains 16650 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 16 contains 509 members 
Mstep: Class 18 contains 54758 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 117165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69438248.000000 Penalty: 27928.457031
Iteration 16Q: 14 clusters Score -6.943825e+07 nChanged 17059
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 126387 members 
Mstep: Class 2 contains 16413 members 
Mstep: Class 3 contains 134606 members 
Mstep: Class 6 contains 75474 members 
Mstep: Class 8 contains 18697 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 874 members 
Mstep: Class 13 contains 5328 members 
Mstep: Class 16 contains 509 members 
Mstep: Class 18 contains 52742 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 113951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69443824.000000 Penalty: 27928.457031
Iteration 17Q: 14 clusters Score -6.944382e+07 nChanged 16466
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 125893 members 
Mstep: Class 2 contains 16209 members 
Mstep: Class 3 contains 131104 members 
Mstep: Class 6 contains 82437 members 
Mstep: Class 8 contains 20940 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 871 members 
Mstep: Class 13 contains 5472 members 
Mstep: Class 16 contains 509 members 
Mstep: Class 18 contains 51034 members 
Mstep: Class 21 contains 2999 members 
Mstep: Class 22 contains 110708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69448792.000000 Penalty: 27928.457031
Iteration 18Q: 14 clusters Score -6.944879e+07 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 16011 members 
Mstep: Class 3 contains 127923 members 
Mstep: Class 6 contains 89102 members 
Mstep: Class 8 contains 23226 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 866 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 16 contains 508 members 
Mstep: Class 18 contains 49618 members 
Mstep: Class 21 contains 2834 members 
Mstep: Class 22 contains 107409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69453304.000000 Penalty: 27928.457031
Iteration 19Q: 14 clusters Score -6.94533e+07 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 124062 members 
Mstep: Class 2 contains 15803 members 
Mstep: Class 3 contains 124868 members 
Mstep: Class 6 contains 95083 members 
Mstep: Class 8 contains 25562 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 864 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 16 contains 507 members 
Mstep: Class 18 contains 48512 members 
Mstep: Class 21 contains 2690 members 
Mstep: Class 22 contains 104510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69456432.000000 Penalty: 27928.457031
Iteration 20F: 14 clusters Score -6.945643e+07 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 122770 members 
Mstep: Class 2 contains 15635 members 
Mstep: Class 3 contains 122260 members 
Mstep: Class 6 contains 100265 members 
Mstep: Class 8 contains 27840 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 865 members 
Mstep: Class 13 contains 5833 members 
Mstep: Class 16 contains 507 members 
Mstep: Class 18 contains 47661 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 102051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69458904.000000 Penalty: 27928.457031
Iteration 21Q: 14 clusters Score -6.94589e+07 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 121160 members 
Mstep: Class 2 contains 15568 members 
Mstep: Class 3 contains 119655 members 
Mstep: Class 6 contains 105309 members 
Mstep: Class 8 contains 30120 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 854 members 
Mstep: Class 13 contains 5966 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 18 contains 46961 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 99772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69460096.000000 Penalty: 27928.457031
Iteration 22Q: 14 clusters Score -6.94601e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 119531 members 
Mstep: Class 2 contains 15560 members 
Mstep: Class 3 contains 117050 members 
Mstep: Class 6 contains 109359 members 
Mstep: Class 8 contains 32432 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 852 members 
Mstep: Class 13 contains 6116 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 18 contains 46364 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 98265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69461016.000000 Penalty: 27928.457031
Iteration 23Q: 14 clusters Score -6.946102e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 118160 members 
Mstep: Class 2 contains 15601 members 
Mstep: Class 3 contains 114856 members 
Mstep: Class 6 contains 112088 members 
Mstep: Class 8 contains 34695 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 11 contains 2323 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 16 contains 492 members 
Mstep: Class 18 contains 45895 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 97302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69461648.000000 Penalty: 27928.457031
Iteration 24Q: 14 clusters Score -6.946165e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 15746 members 
Mstep: Class 3 contains 113039 members 
Mstep: Class 6 contains 113812 members 
Mstep: Class 8 contains 36928 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 839 members 
Mstep: Class 13 contains 6357 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 18 contains 45514 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 96534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69462240.000000 Penalty: 27928.457031
Iteration 25Q: 14 clusters Score -6.946224e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 116434 members 
Mstep: Class 2 contains 15938 members 
Mstep: Class 3 contains 111439 members 
Mstep: Class 6 contains 114481 members 
Mstep: Class 8 contains 39158 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 835 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 18 contains 45209 members 
Mstep: Class 21 contains 1963 members 
Mstep: Class 22 contains 96113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69463696.000000 Penalty: 27928.457031
Iteration 26Q: 14 clusters Score -6.94637e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 115925 members 
Mstep: Class 2 contains 16174 members 
Mstep: Class 3 contains 109975 members 
Mstep: Class 6 contains 114277 members 
Mstep: Class 8 contains 41320 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 832 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 18 contains 44995 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 96217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69465520.000000 Penalty: 27928.457031
Iteration 27Q: 14 clusters Score -6.946552e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 115302 members 
Mstep: Class 2 contains 16420 members 
Mstep: Class 3 contains 108787 members 
Mstep: Class 6 contains 113378 members 
Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 757 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 18 contains 44860 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 96842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69467680.000000 Penalty: 27928.457031
Iteration 28Q: 14 clusters Score -6.946768e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 114800 members 
Mstep: Class 2 contains 16630 members 
Mstep: Class 3 contains 107707 members 
Mstep: Class 6 contains 112035 members 
Mstep: Class 8 contains 45320 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 821 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 44765 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 97717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69469568.000000 Penalty: 27928.457031
Iteration 29Q: 14 clusters Score -6.946957e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 114109 members 
Mstep: Class 2 contains 16824 members 
Mstep: Class 3 contains 106593 members 
Mstep: Class 6 contains 110332 members 
Mstep: Class 8 contains 47102 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 44725 members 
Mstep: Class 21 contains 1923 members 
Mstep: Class 22 contains 99325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69471952.000000 Penalty: 27928.457031
Iteration 30Q: 14 clusters Score -6.947195e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 113289 members 
Mstep: Class 2 contains 17003 members 
Mstep: Class 3 contains 105352 members 
Mstep: Class 6 contains 108422 members 
Mstep: Class 8 contains 48726 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 819 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 44739 members 
Mstep: Class 21 contains 1989 members 
Mstep: Class 22 contains 101505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69474256.000000 Penalty: 27928.457031
Iteration 31Q: 14 clusters Score -6.947426e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 17149 members 
Mstep: Class 3 contains 104033 members 
Mstep: Class 6 contains 107159 members 
Mstep: Class 8 contains 50112 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 821 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 44801 members 
Mstep: Class 21 contains 2058 members 
Mstep: Class 22 contains 103550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69476224.000000 Penalty: 27928.457031
Iteration 32Q: 14 clusters Score -6.947622e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 17304 members 
Mstep: Class 3 contains 102721 members 
Mstep: Class 6 contains 106447 members 
Mstep: Class 8 contains 51291 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 11 contains 1613 members 
Mstep: Class 12 contains 821 members 
Mstep: Class 13 contains 6627 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 44888 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 105404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69477936.000000 Penalty: 27928.457031
Iteration 33Q: 14 clusters Score -6.947794e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 17480 members 
Mstep: Class 3 contains 101544 members 
Mstep: Class 6 contains 106200 members 
Mstep: Class 8 contains 52181 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 11 contains 1547 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 6636 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 45030 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 106948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69479240.000000 Penalty: 27928.457031
Iteration 34Q: 14 clusters Score -6.947924e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 108457 members 
Mstep: Class 2 contains 17627 members 
Mstep: Class 3 contains 100391 members 
Mstep: Class 6 contains 106297 members 
Mstep: Class 8 contains 52864 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 45181 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 108206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69480120.000000 Penalty: 27928.457031
Iteration 35Q: 14 clusters Score -6.948012e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 107481 members 
Mstep: Class 2 contains 17760 members 
Mstep: Class 3 contains 99317 members 
Mstep: Class 6 contains 106566 members 
Mstep: Class 8 contains 53385 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 45353 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 109117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69480624.000000 Penalty: 27928.457031
Iteration 36Q: 14 clusters Score -6.948062e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 17813 members 
Mstep: Class 3 contains 98445 members 
Mstep: Class 6 contains 106953 members 
Mstep: Class 8 contains 53814 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 45568 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 109626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69481008.000000 Penalty: 27928.457031
Iteration 37Q: 14 clusters Score -6.948101e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 106275 members 
Mstep: Class 2 contains 17827 members 
Mstep: Class 3 contains 97675 members 
Mstep: Class 6 contains 107464 members 
Mstep: Class 8 contains 54172 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 821 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 45787 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 109678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69481168.000000 Penalty: 27928.457031
Iteration 38Q: 14 clusters Score -6.948117e+07 nChanged 6636
Entering ConstructFrom: 
Score: -69481168.000000 Penalty: 27928.457031
Entering ConstructFrom: 
Trying to split cluster 1 (106000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106000 members 
Entering Unmasked Estep 
Score: -13593847.000000 Penalty: 1880.319092
	Iteration 0F: 2 clusters Score -1.359385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -13527877.000000 Penalty: 3760.638184
	Iteration 0F: 3 clusters Score -1.352788e+07 nChanged 50833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -13557740.000000 Penalty: 3760.638184
	Iteration 1F: 3 clusters Score -1.355774e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -13559206.000000 Penalty: 3760.638184
	Iteration 2Q: 3 clusters Score -1.355921e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -13562165.000000 Penalty: 3760.638184
	Iteration 3F: 3 clusters Score -1.356216e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -13567280.000000 Penalty: 3760.638184
	Iteration 4F: 3 clusters Score -1.356728e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -13574226.000000 Penalty: 3760.638184
	Iteration 5F: 3 clusters Score -1.357423e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -13581227.000000 Penalty: 3760.638184
	Iteration 6F: 3 clusters Score -1.358123e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -13586316.000000 Penalty: 3760.638184
	Iteration 7F: 3 clusters Score -1.358632e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92057 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -13589236.000000 Penalty: 3760.638184
	Iteration 8Q: 3 clusters Score -1.358924e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -13590543.000000 Penalty: 3760.638184
	Iteration 9Q: 3 clusters Score -1.359054e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94714 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -13591258.000000 Penalty: 3760.638184
	Iteration 10Q: 3 clusters Score -1.359126e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -13591738.000000 Penalty: 3760.638184
	Iteration 11Q: 3 clusters Score -1.359174e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -13592132.000000 Penalty: 3760.638184
	Iteration 12Q: 3 clusters Score -1.359213e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -13592353.000000 Penalty: 3760.638184
	Iteration 13Q: 3 clusters Score -1.359235e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98607 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -13592666.000000 Penalty: 3760.638184
	Iteration 14Q: 3 clusters Score -1.359267e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99427 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -13592871.000000 Penalty: 3760.638184
	Iteration 15Q: 3 clusters Score -1.359287e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -13593093.000000 Penalty: 3760.638184
	Iteration 16Q: 3 clusters Score -1.359309e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -13593341.000000 Penalty: 3760.638184
	Iteration 17Q: 3 clusters Score -1.359334e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -13593351.000000 Penalty: 3760.638184
	Iteration 18Q: 3 clusters Score -1.359335e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -13593475.000000 Penalty: 3760.638184
	Iteration 19Q: 3 clusters Score -1.359348e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -13593504.000000 Penalty: 3760.638184
	Iteration 20F: 3 clusters Score -1.35935e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -13593533.000000 Penalty: 3760.638184
	Iteration 21Q: 3 clusters Score -1.359353e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -13593512.000000 Penalty: 3760.638184
	Iteration 22Q: 3 clusters Score -1.359351e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -13593508.000000 Penalty: 3760.638184
	Iteration 23Q: 3 clusters Score -1.359351e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -13593440.000000 Penalty: 3760.638184
	Iteration 24Q: 3 clusters Score -1.359344e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -13593452.000000 Penalty: 3760.638184
	Iteration 25Q: 3 clusters Score -1.359345e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103727 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -13593386.000000 Penalty: 3760.638184
	Iteration 26Q: 3 clusters Score -1.359339e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -13593319.000000 Penalty: 3760.638184
	Iteration 27Q: 3 clusters Score -1.359332e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -13593321.000000 Penalty: 3760.638184
	Iteration 28Q: 3 clusters Score -1.359332e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -13593292.000000 Penalty: 3760.638184
	Iteration 29Q: 3 clusters Score -1.359329e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13593286.000000 Penalty: 3760.638184
	Iteration 30Q: 3 clusters Score -1.359329e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -13593287.000000 Penalty: 3760.638184
	Iteration 31Q: 3 clusters Score -1.359329e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -13593270.000000 Penalty: 3760.638184
	Iteration 32Q: 3 clusters Score -1.359327e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104416 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13593269.000000 Penalty: 3760.638184
	Iteration 33Q: 3 clusters Score -1.359327e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -13593279.000000 Penalty: 3760.638184
	Iteration 34Q: 3 clusters Score -1.359328e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -13593258.000000 Penalty: 3760.638184
	Iteration 35Q: 3 clusters Score -1.359326e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13593230.000000 Penalty: 3760.638184
	Iteration 36Q: 3 clusters Score -1.359323e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13593224.000000 Penalty: 3760.638184
	Iteration 37Q: 3 clusters Score -1.359322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -13593221.000000 Penalty: 3760.638184
	Iteration 38Q: 3 clusters Score -1.359322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104639 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -13593209.000000 Penalty: 3760.638184
	Iteration 39Q: 3 clusters Score -1.359321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104659 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -13593213.000000 Penalty: 3760.638184
	Iteration 40F: 3 clusters Score -1.359321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -13593222.000000 Penalty: 3760.638184
	Iteration 41Q: 3 clusters Score -1.359322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13593215.000000 Penalty: 3760.638184
	Iteration 42Q: 3 clusters Score -1.359322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104717 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13593209.000000 Penalty: 3760.638184
	Iteration 43Q: 3 clusters Score -1.359321e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13593201.000000 Penalty: 3760.638184
	Iteration 44Q: 3 clusters Score -1.35932e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -13593183.000000 Penalty: 3760.638184
	Iteration 45Q: 3 clusters Score -1.359318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104773 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13593194.000000 Penalty: 3760.638184
	Iteration 46Q: 3 clusters Score -1.359319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -13593202.000000 Penalty: 3760.638184
	Iteration 47Q: 3 clusters Score -1.35932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13593195.000000 Penalty: 3760.638184
	Iteration 48Q: 3 clusters Score -1.35932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104800 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13593187.000000 Penalty: 3760.638184
	Iteration 49Q: 3 clusters Score -1.359319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13593194.000000 Penalty: 3760.638184
	Iteration 50Q: 3 clusters Score -1.359319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104805 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13593199.000000 Penalty: 3760.638184
	Iteration 51Q: 3 clusters Score -1.35932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -13593203.000000 Penalty: 3760.638184
	Iteration 52Q: 3 clusters Score -1.35932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13593189.000000 Penalty: 3760.638184
	Iteration 53Q: 3 clusters Score -1.359319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104824 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13593187.000000 Penalty: 3760.638184
	Iteration 54Q: 3 clusters Score -1.359319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104831 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13593179.000000 Penalty: 3760.638184
	Iteration 55Q: 3 clusters Score -1.359318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104838 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13593177.000000 Penalty: 3760.638184
	Iteration 56Q: 3 clusters Score -1.359318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13593184.000000 Penalty: 3760.638184
	Iteration 57Q: 3 clusters Score -1.359318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104844 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13593180.000000 Penalty: 3760.638184
	Iteration 58Q: 3 clusters Score -1.359318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104843 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13593183.000000 Penalty: 3760.638184
	Iteration 59Q: 3 clusters Score -1.359318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104843 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13593183.000000 Penalty: 3760.638184
	Iteration 60F: 3 clusters Score -1.359318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Entering Unmasked Estep 
Score: -2253570.000000 Penalty: 1590.708252
	Iteration 0F: 2 clusters Score -2253570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2241346.500000 Penalty: 3181.416504
	Iteration 0F: 3 clusters Score -2241346 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2245603.000000 Penalty: 3181.416504
	Iteration 1F: 3 clusters Score -2245603 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2245896.750000 Penalty: 3181.416504
	Iteration 2Q: 3 clusters Score -2245897 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2246187.000000 Penalty: 3181.416504
	Iteration 3Q: 3 clusters Score -2246187 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2246444.000000 Penalty: 3181.416504
	Iteration 4Q: 3 clusters Score -2246444 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2246738.500000 Penalty: 3181.416504
	Iteration 5Q: 3 clusters Score -2246738 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2247120.500000 Penalty: 3181.416504
	Iteration 6Q: 3 clusters Score -2247120 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2247611.500000 Penalty: 3181.416504
	Iteration 7F: 3 clusters Score -2247612 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2248278.250000 Penalty: 3181.416504
	Iteration 8F: 3 clusters Score -2248278 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2249197.000000 Penalty: 3181.416504
	Iteration 9F: 3 clusters Score -2249197 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2250154.750000 Penalty: 3181.416504
	Iteration 10F: 3 clusters Score -2250155 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2250998.250000 Penalty: 3181.416504
	Iteration 11F: 3 clusters Score -2250998 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2251607.000000 Penalty: 3181.416504
	Iteration 12Q: 3 clusters Score -2251607 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2251899.750000 Penalty: 3181.416504
	Iteration 13Q: 3 clusters Score -2251900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2252050.250000 Penalty: 3181.416504
	Iteration 14Q: 3 clusters Score -2252050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2252131.500000 Penalty: 3181.416504
	Iteration 15Q: 3 clusters Score -2252132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2252165.500000 Penalty: 3181.416504
	Iteration 16Q: 3 clusters Score -2252166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2252180.500000 Penalty: 3181.416504
	Iteration 17Q: 3 clusters Score -2252180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2252190.750000 Penalty: 3181.416504
	Iteration 18Q: 3 clusters Score -2252191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2252194.500000 Penalty: 3181.416504
	Iteration 19Q: 3 clusters Score -2252194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2252197.000000 Penalty: 3181.416504
	Iteration 20F: 3 clusters Score -2252197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (97292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97292 members 
Entering Unmasked Estep 
Score: -12486502.000000 Penalty: 1866.389160
	Iteration 0F: 2 clusters Score -1.24865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -12423022.000000 Penalty: 3732.778320
	Iteration 0F: 3 clusters Score -1.242302e+07 nChanged 46485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -12450410.000000 Penalty: 3732.778320
	Iteration 1F: 3 clusters Score -1.245041e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -12451661.000000 Penalty: 3732.778320
	Iteration 2Q: 3 clusters Score -1.245166e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -12453133.000000 Penalty: 3732.778320
	Iteration 3Q: 3 clusters Score -1.245313e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -12455059.000000 Penalty: 3732.778320
	Iteration 4Q: 3 clusters Score -1.245506e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -12457632.000000 Penalty: 3732.778320
	Iteration 5F: 3 clusters Score -1.245763e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -12460860.000000 Penalty: 3732.778320
	Iteration 6F: 3 clusters Score -1.246086e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -12464620.000000 Penalty: 3732.778320
	Iteration 7F: 3 clusters Score -1.246462e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -12468314.000000 Penalty: 3732.778320
	Iteration 8F: 3 clusters Score -1.246831e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -12471264.000000 Penalty: 3732.778320
	Iteration 9Q: 3 clusters Score -1.247126e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -12472621.000000 Penalty: 3732.778320
	Iteration 10Q: 3 clusters Score -1.247262e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -12473332.000000 Penalty: 3732.778320
	Iteration 11Q: 3 clusters Score -1.247333e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -12473881.000000 Penalty: 3732.778320
	Iteration 12Q: 3 clusters Score -1.247388e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -12474501.000000 Penalty: 3732.778320
	Iteration 13Q: 3 clusters Score -1.24745e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -12475157.000000 Penalty: 3732.778320
	Iteration 14Q: 3 clusters Score -1.247516e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -12475892.000000 Penalty: 3732.778320
	Iteration 15Q: 3 clusters Score -1.247589e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -12476419.000000 Penalty: 3732.778320
	Iteration 16Q: 3 clusters Score -1.247642e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -12477061.000000 Penalty: 3732.778320
	Iteration 17Q: 3 clusters Score -1.247706e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -12477722.000000 Penalty: 3732.778320
	Iteration 18Q: 3 clusters Score -1.247772e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -12478532.000000 Penalty: 3732.778320
	Iteration 19Q: 3 clusters Score -1.247853e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -12479360.000000 Penalty: 3732.778320
	Iteration 20F: 3 clusters Score -1.247936e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84787 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -12480195.000000 Penalty: 3732.778320
	Iteration 21Q: 3 clusters Score -1.24802e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -12481004.000000 Penalty: 3732.778320
	Iteration 22Q: 3 clusters Score -1.2481e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -12481883.000000 Penalty: 3732.778320
	Iteration 23Q: 3 clusters Score -1.248188e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -12482700.000000 Penalty: 3732.778320
	Iteration 24Q: 3 clusters Score -1.24827e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91614 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -12483451.000000 Penalty: 3732.778320
	Iteration 25Q: 3 clusters Score -1.248345e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -12484068.000000 Penalty: 3732.778320
	Iteration 26Q: 3 clusters Score -1.248407e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -12484512.000000 Penalty: 3732.778320
	Iteration 27Q: 3 clusters Score -1.248451e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94380 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -12484942.000000 Penalty: 3732.778320
	Iteration 28Q: 3 clusters Score -1.248494e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -12485247.000000 Penalty: 3732.778320
	Iteration 29Q: 3 clusters Score -1.248525e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -12485418.000000 Penalty: 3732.778320
	Iteration 30Q: 3 clusters Score -1.248542e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -12485536.000000 Penalty: 3732.778320
	Iteration 31Q: 3 clusters Score -1.248554e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95356 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -12485615.000000 Penalty: 3732.778320
	Iteration 32Q: 3 clusters Score -1.248562e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -12485606.000000 Penalty: 3732.778320
	Iteration 33Q: 3 clusters Score -1.248561e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12485613.000000 Penalty: 3732.778320
	Iteration 34Q: 3 clusters Score -1.248561e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -12485632.000000 Penalty: 3732.778320
	Iteration 35Q: 3 clusters Score -1.248563e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -12485670.000000 Penalty: 3732.778320
	Iteration 36Q: 3 clusters Score -1.248567e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -12485674.000000 Penalty: 3732.778320
	Iteration 37Q: 3 clusters Score -1.248567e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -12485666.000000 Penalty: 3732.778320
	Iteration 38Q: 3 clusters Score -1.248567e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -12485679.000000 Penalty: 3732.778320
	Iteration 39Q: 3 clusters Score -1.248568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95562 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12485692.000000 Penalty: 3732.778320
	Iteration 40F: 3 clusters Score -1.248569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12485706.000000 Penalty: 3732.778320
	Iteration 41Q: 3 clusters Score -1.248571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12485713.000000 Penalty: 3732.778320
	Iteration 42Q: 3 clusters Score -1.248571e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12485716.000000 Penalty: 3732.778320
	Iteration 43Q: 3 clusters Score -1.248572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -12485722.000000 Penalty: 3732.778320
	Iteration 44Q: 3 clusters Score -1.248572e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12485719.000000 Penalty: 3732.778320
	Iteration 45Q: 3 clusters Score -1.248572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95570 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -12485719.000000 Penalty: 3732.778320
	Iteration 46Q: 3 clusters Score -1.248572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -12485718.000000 Penalty: 3732.778320
	Iteration 47Q: 3 clusters Score -1.248572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -12485716.000000 Penalty: 3732.778320
	Iteration 48Q: 3 clusters Score -1.248572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95562 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12485722.000000 Penalty: 3732.778320
	Iteration 49Q: 3 clusters Score -1.248572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12485729.000000 Penalty: 3732.778320
	Iteration 50Q: 3 clusters Score -1.248573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12485724.000000 Penalty: 3732.778320
	Iteration 51Q: 3 clusters Score -1.248572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95553 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12485733.000000 Penalty: 3732.778320
	Iteration 52Q: 3 clusters Score -1.248573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -12485726.000000 Penalty: 3732.778320
	Iteration 53Q: 3 clusters Score -1.248573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -12485720.000000 Penalty: 3732.778320
	Iteration 54Q: 3 clusters Score -1.248572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -12485729.000000 Penalty: 3732.778320
	Iteration 55Q: 3 clusters Score -1.248573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12485725.000000 Penalty: 3732.778320
	Iteration 56Q: 3 clusters Score -1.248572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -12485721.000000 Penalty: 3732.778320
	Iteration 57Q: 3 clusters Score -1.248572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -12485715.000000 Penalty: 3732.778320
	Iteration 58Q: 3 clusters Score -1.248572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95569 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12485715.000000 Penalty: 3732.778320
	Iteration 59Q: 3 clusters Score -1.248572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -12485725.000000 Penalty: 3732.778320
	Iteration 60F: 3 clusters Score -1.248572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (107942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107942 members 
Entering Unmasked Estep 
Score: -13813953.000000 Penalty: 1883.269287
	Iteration 0F: 2 clusters Score -1.381395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -13747233.000000 Penalty: 3766.538574
	Iteration 0F: 3 clusters Score -1.374723e+07 nChanged 51704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -13778057.000000 Penalty: 3766.538574
	Iteration 1F: 3 clusters Score -1.377806e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -13779547.000000 Penalty: 3766.538574
	Iteration 2Q: 3 clusters Score -1.377955e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -13781396.000000 Penalty: 3766.538574
	Iteration 3Q: 3 clusters Score -1.37814e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -13783641.000000 Penalty: 3766.538574
	Iteration 4Q: 3 clusters Score -1.378364e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -13786169.000000 Penalty: 3766.538574
	Iteration 5Q: 3 clusters Score -1.378617e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -13789239.000000 Penalty: 3766.538574
	Iteration 6F: 3 clusters Score -1.378924e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -13792706.000000 Penalty: 3766.538574
	Iteration 7F: 3 clusters Score -1.379271e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -13796466.000000 Penalty: 3766.538574
	Iteration 8F: 3 clusters Score -1.379647e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -13799920.000000 Penalty: 3766.538574
	Iteration 9F: 3 clusters Score -1.379992e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -13802551.000000 Penalty: 3766.538574
	Iteration 10Q: 3 clusters Score -1.380255e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -13804323.000000 Penalty: 3766.538574
	Iteration 11Q: 3 clusters Score -1.380432e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -13805524.000000 Penalty: 3766.538574
	Iteration 12Q: 3 clusters Score -1.380552e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -13806322.000000 Penalty: 3766.538574
	Iteration 13Q: 3 clusters Score -1.380632e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90079 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -13807011.000000 Penalty: 3766.538574
	Iteration 14Q: 3 clusters Score -1.380701e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -13807725.000000 Penalty: 3766.538574
	Iteration 15Q: 3 clusters Score -1.380772e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -13808365.000000 Penalty: 3766.538574
	Iteration 16Q: 3 clusters Score -1.380836e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95844 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -13809015.000000 Penalty: 3766.538574
	Iteration 17Q: 3 clusters Score -1.380902e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -13809625.000000 Penalty: 3766.538574
	Iteration 18Q: 3 clusters Score -1.380962e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99139 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -13810113.000000 Penalty: 3766.538574
	Iteration 19Q: 3 clusters Score -1.381011e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100569 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -13810572.000000 Penalty: 3766.538574
	Iteration 20F: 3 clusters Score -1.381057e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -13811008.000000 Penalty: 3766.538574
	Iteration 21Q: 3 clusters Score -1.381101e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -13811332.000000 Penalty: 3766.538574
	Iteration 22Q: 3 clusters Score -1.381133e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -13811596.000000 Penalty: 3766.538574
	Iteration 23Q: 3 clusters Score -1.38116e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104326 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -13811830.000000 Penalty: 3766.538574
	Iteration 24Q: 3 clusters Score -1.381183e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104824 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -13812040.000000 Penalty: 3766.538574
	Iteration 25Q: 3 clusters Score -1.381204e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105229 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -13812165.000000 Penalty: 3766.538574
	Iteration 26Q: 3 clusters Score -1.381216e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -13812291.000000 Penalty: 3766.538574
	Iteration 27Q: 3 clusters Score -1.381229e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105773 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -13812397.000000 Penalty: 3766.538574
	Iteration 28Q: 3 clusters Score -1.38124e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -13812474.000000 Penalty: 3766.538574
	Iteration 29Q: 3 clusters Score -1.381247e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -13812541.000000 Penalty: 3766.538574
	Iteration 30Q: 3 clusters Score -1.381254e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13812612.000000 Penalty: 3766.538574
	Iteration 31Q: 3 clusters Score -1.381261e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106284 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -13812704.000000 Penalty: 3766.538574
	Iteration 32Q: 3 clusters Score -1.38127e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106349 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13812790.000000 Penalty: 3766.538574
	Iteration 33Q: 3 clusters Score -1.381279e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -13812839.000000 Penalty: 3766.538574
	Iteration 34Q: 3 clusters Score -1.381284e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -13812892.000000 Penalty: 3766.538574
	Iteration 35Q: 3 clusters Score -1.381289e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106467 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -13812922.000000 Penalty: 3766.538574
	Iteration 36Q: 3 clusters Score -1.381292e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -13812948.000000 Penalty: 3766.538574
	Iteration 37Q: 3 clusters Score -1.381295e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106497 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -13812979.000000 Penalty: 3766.538574
	Iteration 38Q: 3 clusters Score -1.381298e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106498 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13813020.000000 Penalty: 3766.538574
	Iteration 39Q: 3 clusters Score -1.381302e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -13813087.000000 Penalty: 3766.538574
	Iteration 40F: 3 clusters Score -1.381309e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106463 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -13813170.000000 Penalty: 3766.538574
	Iteration 41Q: 3 clusters Score -1.381317e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13813250.000000 Penalty: 3766.538574
	Iteration 42Q: 3 clusters Score -1.381325e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -13813290.000000 Penalty: 3766.538574
	Iteration 43Q: 3 clusters Score -1.381329e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106315 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -13813389.000000 Penalty: 3766.538574
	Iteration 44Q: 3 clusters Score -1.381339e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -13813426.000000 Penalty: 3766.538574
	Iteration 45Q: 3 clusters Score -1.381343e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106212 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13813468.000000 Penalty: 3766.538574
	Iteration 46Q: 3 clusters Score -1.381347e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -13813535.000000 Penalty: 3766.538574
	Iteration 47Q: 3 clusters Score -1.381354e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13813560.000000 Penalty: 3766.538574
	Iteration 48Q: 3 clusters Score -1.381356e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106139 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -13813584.000000 Penalty: 3766.538574
	Iteration 49Q: 3 clusters Score -1.381358e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -13813605.000000 Penalty: 3766.538574
	Iteration 50Q: 3 clusters Score -1.38136e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106121 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -13813603.000000 Penalty: 3766.538574
	Iteration 51Q: 3 clusters Score -1.38136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -13813621.000000 Penalty: 3766.538574
	Iteration 52Q: 3 clusters Score -1.381362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -13813640.000000 Penalty: 3766.538574
	Iteration 53Q: 3 clusters Score -1.381364e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106121 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -13813643.000000 Penalty: 3766.538574
	Iteration 54Q: 3 clusters Score -1.381364e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106125 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -13813662.000000 Penalty: 3766.538574
	Iteration 55Q: 3 clusters Score -1.381366e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -13813681.000000 Penalty: 3766.538574
	Iteration 56Q: 3 clusters Score -1.381368e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -13813691.000000 Penalty: 3766.538574
	Iteration 57Q: 3 clusters Score -1.381369e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106095 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -13813706.000000 Penalty: 3766.538574
	Iteration 58Q: 3 clusters Score -1.381371e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -13813700.000000 Penalty: 3766.538574
	Iteration 59Q: 3 clusters Score -1.38137e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106076 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -13813771.000000 Penalty: 3766.538574
	Iteration 60F: 3 clusters Score -1.381377e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13813841.000000 Penalty: 3766.538574
	Iteration 61Q: 3 clusters Score -1.381384e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -13813901.000000 Penalty: 3766.538574
	Iteration 62Q: 3 clusters Score -1.38139e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105882 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -13813978.000000 Penalty: 3766.538574
	Iteration 63Q: 3 clusters Score -1.381398e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105797 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -13814063.000000 Penalty: 3766.538574
	Iteration 64Q: 3 clusters Score -1.381406e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -13814109.000000 Penalty: 3766.538574
	Iteration 65Q: 3 clusters Score -1.381411e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -13814174.000000 Penalty: 3766.538574
	Iteration 66Q: 3 clusters Score -1.381417e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105530 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -13814280.000000 Penalty: 3766.538574
	Iteration 67Q: 3 clusters Score -1.381428e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105457 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13814328.000000 Penalty: 3766.538574
	Iteration 68Q: 3 clusters Score -1.381433e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105400 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -13814364.000000 Penalty: 3766.538574
	Iteration 69Q: 3 clusters Score -1.381436e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -13814391.000000 Penalty: 3766.538574
	Iteration 70Q: 3 clusters Score -1.381439e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105310 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -13814420.000000 Penalty: 3766.538574
	Iteration 71Q: 3 clusters Score -1.381442e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -13814443.000000 Penalty: 3766.538574
	Iteration 72Q: 3 clusters Score -1.381444e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105226 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -13814455.000000 Penalty: 3766.538574
	Iteration 73Q: 3 clusters Score -1.381446e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105185 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -13814475.000000 Penalty: 3766.538574
	Iteration 74Q: 3 clusters Score -1.381448e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105155 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -13814502.000000 Penalty: 3766.538574
	Iteration 75Q: 3 clusters Score -1.38145e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105125 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -13814509.000000 Penalty: 3766.538574
	Iteration 76Q: 3 clusters Score -1.381451e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -13814502.000000 Penalty: 3766.538574
	Iteration 77Q: 3 clusters Score -1.38145e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -13814499.000000 Penalty: 3766.538574
	Iteration 78Q: 3 clusters Score -1.38145e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -13814504.000000 Penalty: 3766.538574
	Iteration 79Q: 3 clusters Score -1.38145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105043 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -13814569.000000 Penalty: 3766.538574
	Iteration 80F: 3 clusters Score -1.381457e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104953 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -13814710.000000 Penalty: 3766.538574
	Iteration 81Q: 3 clusters Score -1.381471e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104847 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -13814816.000000 Penalty: 3766.538574
	Iteration 82Q: 3 clusters Score -1.381482e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104741 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -13814918.000000 Penalty: 3766.538574
	Iteration 83Q: 3 clusters Score -1.381492e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104637 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -13814955.000000 Penalty: 3766.538574
	Iteration 84Q: 3 clusters Score -1.381496e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -13815046.000000 Penalty: 3766.538574
	Iteration 85Q: 3 clusters Score -1.381505e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -13815107.000000 Penalty: 3766.538574
	Iteration 86Q: 3 clusters Score -1.381511e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104381 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -13815161.000000 Penalty: 3766.538574
	Iteration 87Q: 3 clusters Score -1.381516e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -13815230.000000 Penalty: 3766.538574
	Iteration 88Q: 3 clusters Score -1.381523e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -13815295.000000 Penalty: 3766.538574
	Iteration 89Q: 3 clusters Score -1.38153e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104152 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -13815324.000000 Penalty: 3766.538574
	Iteration 90Q: 3 clusters Score -1.381532e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -13815352.000000 Penalty: 3766.538574
	Iteration 91Q: 3 clusters Score -1.381535e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104093 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -13815362.000000 Penalty: 3766.538574
	Iteration 92Q: 3 clusters Score -1.381536e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104071 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -13815376.000000 Penalty: 3766.538574
	Iteration 93Q: 3 clusters Score -1.381538e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104050 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -13815379.000000 Penalty: 3766.538574
	Iteration 94Q: 3 clusters Score -1.381538e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -13815406.000000 Penalty: 3766.538574
	Iteration 95Q: 3 clusters Score -1.381541e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -13815419.000000 Penalty: 3766.538574
	Iteration 96Q: 3 clusters Score -1.381542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -13815410.000000 Penalty: 3766.538574
	Iteration 97Q: 3 clusters Score -1.381541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104010 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -13815409.000000 Penalty: 3766.538574
	Iteration 98Q: 3 clusters Score -1.381541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104006 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -13815410.000000 Penalty: 3766.538574
	Iteration 99Q: 3 clusters Score -1.381541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -13815486.000000 Penalty: 3766.538574
	Iteration 100F: 3 clusters Score -1.381549e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -13815555.000000 Penalty: 3766.538574
	Iteration 101Q: 3 clusters Score -1.381556e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103824 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -13815621.000000 Penalty: 3766.538574
	Iteration 102Q: 3 clusters Score -1.381562e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -13815713.000000 Penalty: 3766.538574
	Iteration 103Q: 3 clusters Score -1.381571e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103592 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -13815776.000000 Penalty: 3766.538574
	Iteration 104Q: 3 clusters Score -1.381578e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -13815899.000000 Penalty: 3766.538574
	Iteration 105Q: 3 clusters Score -1.38159e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -13816067.000000 Penalty: 3766.538574
	Iteration 106Q: 3 clusters Score -1.381607e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103096 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -13816174.000000 Penalty: 3766.538574
	Iteration 107Q: 3 clusters Score -1.381617e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -13816273.000000 Penalty: 3766.538574
	Iteration 108Q: 3 clusters Score -1.381627e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -13816334.000000 Penalty: 3766.538574
	Iteration 109Q: 3 clusters Score -1.381633e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -13816389.000000 Penalty: 3766.538574
	Iteration 110Q: 3 clusters Score -1.381639e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -13816472.000000 Penalty: 3766.538574
	Iteration 111Q: 3 clusters Score -1.381647e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -13816540.000000 Penalty: 3766.538574
	Iteration 112Q: 3 clusters Score -1.381654e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102442 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -13816591.000000 Penalty: 3766.538574
	Iteration 113Q: 3 clusters Score -1.381659e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -13816613.000000 Penalty: 3766.538574
	Iteration 114Q: 3 clusters Score -1.381661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -13816632.000000 Penalty: 3766.538574
	Iteration 115Q: 3 clusters Score -1.381663e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102341 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -13816647.000000 Penalty: 3766.538574
	Iteration 116Q: 3 clusters Score -1.381665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -13816652.000000 Penalty: 3766.538574
	Iteration 117Q: 3 clusters Score -1.381665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102305 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -13816666.000000 Penalty: 3766.538574
	Iteration 118Q: 3 clusters Score -1.381667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -13816665.000000 Penalty: 3766.538574
	Iteration 119Q: 3 clusters Score -1.381666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -13816818.000000 Penalty: 3766.538574
	Iteration 120F: 3 clusters Score -1.381682e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102139 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -13816907.000000 Penalty: 3766.538574
	Iteration 121Q: 3 clusters Score -1.381691e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -13816949.000000 Penalty: 3766.538574
	Iteration 122Q: 3 clusters Score -1.381695e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -13817026.000000 Penalty: 3766.538574
	Iteration 123Q: 3 clusters Score -1.381703e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -13817139.000000 Penalty: 3766.538574
	Iteration 124Q: 3 clusters Score -1.381714e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101640 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -13817168.000000 Penalty: 3766.538574
	Iteration 125Q: 3 clusters Score -1.381717e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -13817206.000000 Penalty: 3766.538574
	Iteration 126Q: 3 clusters Score -1.381721e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101435 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -13817225.000000 Penalty: 3766.538574
	Iteration 127Q: 3 clusters Score -1.381722e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -13817259.000000 Penalty: 3766.538574
	Iteration 128Q: 3 clusters Score -1.381726e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -13817279.000000 Penalty: 3766.538574
	Iteration 129Q: 3 clusters Score -1.381728e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -13817276.000000 Penalty: 3766.538574
	Iteration 130Q: 3 clusters Score -1.381728e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -13817291.000000 Penalty: 3766.538574
	Iteration 131Q: 3 clusters Score -1.381729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -13817289.000000 Penalty: 3766.538574
	Iteration 132Q: 3 clusters Score -1.381729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101145 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -13817302.000000 Penalty: 3766.538574
	Iteration 133Q: 3 clusters Score -1.38173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -13817310.000000 Penalty: 3766.538574
	Iteration 134Q: 3 clusters Score -1.381731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -13817318.000000 Penalty: 3766.538574
	Iteration 135Q: 3 clusters Score -1.381732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -13817337.000000 Penalty: 3766.538574
	Iteration 136Q: 3 clusters Score -1.381734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -13817337.000000 Penalty: 3766.538574
	Iteration 137Q: 3 clusters Score -1.381734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -13817337.000000 Penalty: 3766.538574
	Iteration 138Q: 3 clusters Score -1.381734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101061 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -13817342.000000 Penalty: 3766.538574
	Iteration 139Q: 3 clusters Score -1.381734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -13817339.000000 Penalty: 3766.538574
	Iteration 140F: 3 clusters Score -1.381734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101056 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -13817342.000000 Penalty: 3766.538574
	Iteration 141Q: 3 clusters Score -1.381734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101053 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -13817346.000000 Penalty: 3766.538574
	Iteration 142Q: 3 clusters Score -1.381735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101053 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -13817346.000000 Penalty: 3766.538574
	Iteration 143F: 3 clusters Score -1.381735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 17836 members 
Mstep: Class 3 contains 97292 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 6 contains 101053 members 
Mstep: Class 8 contains 54478 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 45996 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 109289 members 
Entering Unmasked Estep 
Score: -69483856.000000 Penalty: 30076.800781
Splitting cluster 6 changes total score from -69481168.000000 to -69483856.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (54478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Entering Unmasked Estep 
Score: -6998331.500000 Penalty: 1772.152222
	Iteration 0F: 2 clusters Score -6998332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -6962020.000000 Penalty: 3544.304443
	Iteration 0F: 3 clusters Score -6962020 nChanged 25575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -6976350.000000 Penalty: 3544.304443
	Iteration 1F: 3 clusters Score -6976350 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -6977047.000000 Penalty: 3544.304443
	Iteration 2Q: 3 clusters Score -6977047 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -6977973.000000 Penalty: 3544.304443
	Iteration 3Q: 3 clusters Score -6977973 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -6979384.000000 Penalty: 3544.304443
	Iteration 4F: 3 clusters Score -6979384 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -6981817.000000 Penalty: 3544.304443
	Iteration 5F: 3 clusters Score -6981817 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -6985553.000000 Penalty: 3544.304443
	Iteration 6F: 3 clusters Score -6985553 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -6989939.500000 Penalty: 3544.304443
	Iteration 7F: 3 clusters Score -6989940 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -6993377.000000 Penalty: 3544.304443
	Iteration 8F: 3 clusters Score -6993377 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -6995397.500000 Penalty: 3544.304443
	Iteration 9Q: 3 clusters Score -6995398 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -6996291.000000 Penalty: 3544.304443
	Iteration 10Q: 3 clusters Score -6996291 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6996720.500000 Penalty: 3544.304443
	Iteration 11Q: 3 clusters Score -6996720 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6996927.000000 Penalty: 3544.304443
	Iteration 12Q: 3 clusters Score -6996927 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6997046.500000 Penalty: 3544.304443
	Iteration 13Q: 3 clusters Score -6997046 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6997107.000000 Penalty: 3544.304443
	Iteration 14Q: 3 clusters Score -6997107 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6997198.500000 Penalty: 3544.304443
	Iteration 15Q: 3 clusters Score -6997198 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6997229.000000 Penalty: 3544.304443
	Iteration 16Q: 3 clusters Score -6997229 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6997264.000000 Penalty: 3544.304443
	Iteration 17Q: 3 clusters Score -6997264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6997287.000000 Penalty: 3544.304443
	Iteration 18Q: 3 clusters Score -6997287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6997288.500000 Penalty: 3544.304443
	Iteration 19Q: 3 clusters Score -6997288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6997289.500000 Penalty: 3544.304443
	Iteration 20F: 3 clusters Score -6997290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6997298.000000 Penalty: 3544.304443
	Iteration 21Q: 3 clusters Score -6997298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6997311.000000 Penalty: 3544.304443
	Iteration 22Q: 3 clusters Score -6997311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6997325.000000 Penalty: 3544.304443
	Iteration 23Q: 3 clusters Score -6997325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6997327.500000 Penalty: 3544.304443
	Iteration 24Q: 3 clusters Score -6997328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6997336.500000 Penalty: 3544.304443
	Iteration 25Q: 3 clusters Score -6997336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6997360.000000 Penalty: 3544.304443
	Iteration 26Q: 3 clusters Score -6997360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6997361.500000 Penalty: 3544.304443
	Iteration 27Q: 3 clusters Score -6997362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6997361.000000 Penalty: 3544.304443
	Iteration 28Q: 3 clusters Score -6997361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6997368.500000 Penalty: 3544.304443
	Iteration 29Q: 3 clusters Score -6997368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6997363.000000 Penalty: 3544.304443
	Iteration 30Q: 3 clusters Score -6997363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6997368.500000 Penalty: 3544.304443
	Iteration 31Q: 3 clusters Score -6997368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6997368.500000 Penalty: 3544.304443
	Iteration 32Q: 3 clusters Score -6997368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6997367.000000 Penalty: 3544.304443
	Iteration 33Q: 3 clusters Score -6997367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6997376.500000 Penalty: 3544.304443
	Iteration 34Q: 3 clusters Score -6997376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6997365.500000 Penalty: 3544.304443
	Iteration 35Q: 3 clusters Score -6997366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6997355.500000 Penalty: 3544.304443
	Iteration 36Q: 3 clusters Score -6997356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6997360.000000 Penalty: 3544.304443
	Iteration 37Q: 3 clusters Score -6997360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6997353.500000 Penalty: 3544.304443
	Iteration 38Q: 3 clusters Score -6997354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6997354.500000 Penalty: 3544.304443
	Iteration 39Q: 3 clusters Score -6997354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6997367.500000 Penalty: 3544.304443
	Iteration 40F: 3 clusters Score -6997368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6997362.500000 Penalty: 3544.304443
	Iteration 41Q: 3 clusters Score -6997362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6997364.000000 Penalty: 3544.304443
	Iteration 42Q: 3 clusters Score -6997364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6997365.500000 Penalty: 3544.304443
	Iteration 43Q: 3 clusters Score -6997366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6997364.500000 Penalty: 3544.304443
	Iteration 44Q: 3 clusters Score -6997364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6997362.000000 Penalty: 3544.304443
	Iteration 45Q: 3 clusters Score -6997362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6997366.500000 Penalty: 3544.304443
	Iteration 46Q: 3 clusters Score -6997366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6997367.500000 Penalty: 3544.304443
	Iteration 47Q: 3 clusters Score -6997368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6997363.000000 Penalty: 3544.304443
	Iteration 48Q: 3 clusters Score -6997363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6997361.000000 Penalty: 3544.304443
	Iteration 49Q: 3 clusters Score -6997361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6997362.500000 Penalty: 3544.304443
	Iteration 50Q: 3 clusters Score -6997362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6997364.500000 Penalty: 3544.304443
	Iteration 51Q: 3 clusters Score -6997364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6997362.500000 Penalty: 3544.304443
	Iteration 52Q: 3 clusters Score -6997362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6997362.500000 Penalty: 3544.304443
	Iteration 53F: 3 clusters Score -6997362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -71604.671875 Penalty: 1076.194702
	Iteration 0F: 2 clusters Score -71604.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70526.867188 Penalty: 2152.389404
	Iteration 0F: 3 clusters Score -70526.87 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71479.132812 Penalty: 2152.389404
	Iteration 1F: 3 clusters Score -71479.13 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71960.085938 Penalty: 2152.389404
	Iteration 2F: 3 clusters Score -71960.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72266.765625 Penalty: 2152.389404
	Iteration 3F: 3 clusters Score -72266.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72434.929688 Penalty: 2152.389404
	Iteration 4Q: 3 clusters Score -72434.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72497.359375 Penalty: 2152.389404
	Iteration 5Q: 3 clusters Score -72497.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72545.062500 Penalty: 2152.389404
	Iteration 6Q: 3 clusters Score -72545.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -72601.000000 Penalty: 2152.389404
	Iteration 7Q: 3 clusters Score -72601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72634.257812 Penalty: 2152.389404
	Iteration 8Q: 3 clusters Score -72634.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72654.734375 Penalty: 2152.389404
	Iteration 9Q: 3 clusters Score -72654.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72667.140625 Penalty: 2152.389404
	Iteration 10Q: 3 clusters Score -72667.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72675.492188 Penalty: 2152.389404
	Iteration 11Q: 3 clusters Score -72675.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72679.820312 Penalty: 2152.389404
	Iteration 12Q: 3 clusters Score -72679.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72684.109375 Penalty: 2152.389404
	Iteration 13Q: 3 clusters Score -72684.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72688.921875 Penalty: 2152.389404
	Iteration 14Q: 3 clusters Score -72688.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72689.242188 Penalty: 2152.389404
	Iteration 15F: 3 clusters Score -72689.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72699.289062 Penalty: 2152.389404
	Iteration 16Q: 3 clusters Score -72699.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72715.304688 Penalty: 2152.389404
	Iteration 17Q: 3 clusters Score -72715.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72716.148438 Penalty: 2152.389404
	Iteration 18Q: 3 clusters Score -72716.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72716.921875 Penalty: 2152.389404
	Iteration 19Q: 3 clusters Score -72716.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72716.921875 Penalty: 2152.389404
	Iteration 20F: 3 clusters Score -72716.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 17836 members 
Mstep: Class 3 contains 97292 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 101053 members 
Mstep: Class 8 contains 54478 members 
Mstep: Class 9 contains 357 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 45996 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 109289 members 
Entering Unmasked Estep 
Score: -69483944.000000 Penalty: 32225.142578
Splitting cluster 9 changes total score from -69481168.000000 to -69483944.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 11 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -170552.687500 Penalty: 1176.722046
	Iteration 0F: 2 clusters Score -170552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -168838.781250 Penalty: 2353.444092
	Iteration 0F: 3 clusters Score -168838.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -169164.906250 Penalty: 2353.444092
	Iteration 1F: 3 clusters Score -169164.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -169261.281250 Penalty: 2353.444092
	Iteration 2F: 3 clusters Score -169261.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -169306.796875 Penalty: 2353.444092
	Iteration 3Q: 3 clusters Score -169306.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -169339.703125 Penalty: 2353.444092
	Iteration 4Q: 3 clusters Score -169339.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -169361.125000 Penalty: 2353.444092
	Iteration 5Q: 3 clusters Score -169361.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -169375.546875 Penalty: 2353.444092
	Iteration 6Q: 3 clusters Score -169375.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -169387.609375 Penalty: 2353.444092
	Iteration 7Q: 3 clusters Score -169387.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -169405.125000 Penalty: 2353.444092
	Iteration 8Q: 3 clusters Score -169405.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -169431.562500 Penalty: 2353.444092
	Iteration 9Q: 3 clusters Score -169431.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -169455.515625 Penalty: 2353.444092
	Iteration 10Q: 3 clusters Score -169455.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -169476.671875 Penalty: 2353.444092
	Iteration 11Q: 3 clusters Score -169476.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -169499.703125 Penalty: 2353.444092
	Iteration 12Q: 3 clusters Score -169499.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -169521.171875 Penalty: 2353.444092
	Iteration 13Q: 3 clusters Score -169521.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -169538.187500 Penalty: 2353.444092
	Iteration 14Q: 3 clusters Score -169538.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -169552.750000 Penalty: 2353.444092
	Iteration 15Q: 3 clusters Score -169552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -169562.234375 Penalty: 2353.444092
	Iteration 16Q: 3 clusters Score -169562.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -169567.843750 Penalty: 2353.444092
	Iteration 17Q: 3 clusters Score -169567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -169570.156250 Penalty: 2353.444092
	Iteration 18Q: 3 clusters Score -169570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -169577.031250 Penalty: 2353.444092
	Iteration 19Q: 3 clusters Score -169577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -169581.109375 Penalty: 2353.444092
	Iteration 20F: 3 clusters Score -169581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -169585.250000 Penalty: 2353.444092
	Iteration 21Q: 3 clusters Score -169585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -169589.406250 Penalty: 2353.444092
	Iteration 22Q: 3 clusters Score -169589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -169593.812500 Penalty: 2353.444092
	Iteration 23Q: 3 clusters Score -169593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -169599.437500 Penalty: 2353.444092
	Iteration 24Q: 3 clusters Score -169599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -169604.515625 Penalty: 2353.444092
	Iteration 25Q: 3 clusters Score -169604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -169607.875000 Penalty: 2353.444092
	Iteration 26Q: 3 clusters Score -169607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -169608.890625 Penalty: 2353.444092
	Iteration 27Q: 3 clusters Score -169608.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -169608.890625 Penalty: 2353.444092
	Iteration 28F: 3 clusters Score -169608.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -89867.945312 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -89867.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88661.640625 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -88661.64 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -89336.687500 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -89336.69 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -89684.625000 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -89684.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -89847.781250 Penalty: 2179.730225
	Iteration 3F: 3 clusters Score -89847.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -89939.695312 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -89939.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -90014.468750 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -90014.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -90050.203125 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -90050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -90077.484375 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -90077.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -90084.601562 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -90084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -90086.734375 Penalty: 2179.730225
	Iteration 9Q: 3 clusters Score -90086.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -90087.835938 Penalty: 2179.730225
	Iteration 10Q: 3 clusters Score -90087.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -90097.460938 Penalty: 2179.730225
	Iteration 11F: 3 clusters Score -90097.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -90111.968750 Penalty: 2179.730225
	Iteration 12Q: 3 clusters Score -90111.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -90125.539062 Penalty: 2179.730225
	Iteration 13Q: 3 clusters Score -90125.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -90135.585938 Penalty: 2179.730225
	Iteration 14Q: 3 clusters Score -90135.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -90148.851562 Penalty: 2179.730225
	Iteration 15Q: 3 clusters Score -90148.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -90159.460938 Penalty: 2179.730225
	Iteration 16Q: 3 clusters Score -90159.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -90166.640625 Penalty: 2179.730225
	Iteration 17Q: 3 clusters Score -90166.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -90175.851562 Penalty: 2179.730225
	Iteration 18Q: 3 clusters Score -90175.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -90177.992188 Penalty: 2179.730225
	Iteration 19Q: 3 clusters Score -90177.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -90184.820312 Penalty: 2179.730225
	Iteration 20F: 3 clusters Score -90184.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -90188.007812 Penalty: 2179.730225
	Iteration 21Q: 3 clusters Score -90188.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -90193.179688 Penalty: 2179.730225
	Iteration 22Q: 3 clusters Score -90193.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -90195.773438 Penalty: 2179.730225
	Iteration 23Q: 3 clusters Score -90195.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -90196.742188 Penalty: 2179.730225
	Iteration 24Q: 3 clusters Score -90196.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -90201.773438 Penalty: 2179.730225
	Iteration 25Q: 3 clusters Score -90201.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -90201.773438 Penalty: 2179.730225
	Iteration 26F: 3 clusters Score -90201.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 17836 members 
Mstep: Class 3 contains 97292 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 101053 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 54478 members 
Mstep: Class 9 contains 357 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 191 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 45996 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 109289 members 
Entering Unmasked Estep 
Score: -69483216.000000 Penalty: 34373.484375
Splitting cluster 12 changes total score from -69481168.000000 to -69483216.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 13 (6823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Entering Unmasked Estep 
Score: -824087.687500 Penalty: 1434.558838
	Iteration 0F: 2 clusters Score -824087.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -818909.312500 Penalty: 2869.117676
	Iteration 0F: 3 clusters Score -818909.3 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -820544.562500 Penalty: 2869.117676
	Iteration 1F: 3 clusters Score -820544.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -820737.687500 Penalty: 2869.117676
	Iteration 2F: 3 clusters Score -820737.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -820877.937500 Penalty: 2869.117676
	Iteration 3Q: 3 clusters Score -820877.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -820972.937500 Penalty: 2869.117676
	Iteration 4Q: 3 clusters Score -820972.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -821054.687500 Penalty: 2869.117676
	Iteration 5Q: 3 clusters Score -821054.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -821152.062500 Penalty: 2869.117676
	Iteration 6Q: 3 clusters Score -821152.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -821269.937500 Penalty: 2869.117676
	Iteration 7Q: 3 clusters Score -821269.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -821381.000000 Penalty: 2869.117676
	Iteration 8Q: 3 clusters Score -821381 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -821518.125000 Penalty: 2869.117676
	Iteration 9Q: 3 clusters Score -821518.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -821672.687500 Penalty: 2869.117676
	Iteration 10Q: 3 clusters Score -821672.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -821843.500000 Penalty: 2869.117676
	Iteration 11Q: 3 clusters Score -821843.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -822010.187500 Penalty: 2869.117676
	Iteration 12Q: 3 clusters Score -822010.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -822170.125000 Penalty: 2869.117676
	Iteration 13Q: 3 clusters Score -822170.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -822329.562500 Penalty: 2869.117676
	Iteration 14Q: 3 clusters Score -822329.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -822469.375000 Penalty: 2869.117676
	Iteration 15Q: 3 clusters Score -822469.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -822574.562500 Penalty: 2869.117676
	Iteration 16Q: 3 clusters Score -822574.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -822679.562500 Penalty: 2869.117676
	Iteration 17Q: 3 clusters Score -822679.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -822797.250000 Penalty: 2869.117676
	Iteration 18Q: 3 clusters Score -822797.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -822926.437500 Penalty: 2869.117676
	Iteration 19Q: 3 clusters Score -822926.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -823032.250000 Penalty: 2869.117676
	Iteration 20F: 3 clusters Score -823032.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -823134.875000 Penalty: 2869.117676
	Iteration 21Q: 3 clusters Score -823134.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -823225.437500 Penalty: 2869.117676
	Iteration 22Q: 3 clusters Score -823225.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -823300.875000 Penalty: 2869.117676
	Iteration 23Q: 3 clusters Score -823300.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -823351.812500 Penalty: 2869.117676
	Iteration 24Q: 3 clusters Score -823351.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -823383.125000 Penalty: 2869.117676
	Iteration 25Q: 3 clusters Score -823383.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -823404.187500 Penalty: 2869.117676
	Iteration 26Q: 3 clusters Score -823404.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -823422.125000 Penalty: 2869.117676
	Iteration 27Q: 3 clusters Score -823422.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -823434.125000 Penalty: 2869.117676
	Iteration 28Q: 3 clusters Score -823434.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -823453.812500 Penalty: 2869.117676
	Iteration 29Q: 3 clusters Score -823453.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -823467.875000 Penalty: 2869.117676
	Iteration 30Q: 3 clusters Score -823467.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -823478.187500 Penalty: 2869.117676
	Iteration 31Q: 3 clusters Score -823478.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -823484.687500 Penalty: 2869.117676
	Iteration 32Q: 3 clusters Score -823484.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -823490.250000 Penalty: 2869.117676
	Iteration 33Q: 3 clusters Score -823490.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -823495.000000 Penalty: 2869.117676
	Iteration 34Q: 3 clusters Score -823495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -823497.187500 Penalty: 2869.117676
	Iteration 35Q: 3 clusters Score -823497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -823495.312500 Penalty: 2869.117676
	Iteration 36Q: 3 clusters Score -823495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -823497.187500 Penalty: 2869.117676
	Iteration 37Q: 3 clusters Score -823497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -823497.625000 Penalty: 2869.117676
	Iteration 38Q: 3 clusters Score -823497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -823496.937500 Penalty: 2869.117676
	Iteration 39Q: 3 clusters Score -823496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -823498.312500 Penalty: 2869.117676
	Iteration 40F: 3 clusters Score -823498.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -823499.312500 Penalty: 2869.117676
	Iteration 41Q: 3 clusters Score -823499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -823502.500000 Penalty: 2869.117676
	Iteration 42Q: 3 clusters Score -823502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -823503.937500 Penalty: 2869.117676
	Iteration 43Q: 3 clusters Score -823503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -823504.437500 Penalty: 2869.117676
	Iteration 44Q: 3 clusters Score -823504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -823507.312500 Penalty: 2869.117676
	Iteration 45Q: 3 clusters Score -823507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -823506.875000 Penalty: 2869.117676
	Iteration 46Q: 3 clusters Score -823506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -823506.187500 Penalty: 2869.117676
	Iteration 47Q: 3 clusters Score -823506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -823507.125000 Penalty: 2869.117676
	Iteration 48Q: 3 clusters Score -823507.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -823508.000000 Penalty: 2869.117676
	Iteration 49Q: 3 clusters Score -823508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -823509.250000 Penalty: 2869.117676
	Iteration 50Q: 3 clusters Score -823509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -823510.687500 Penalty: 2869.117676
	Iteration 51Q: 3 clusters Score -823510.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -823510.687500 Penalty: 2869.117676
	Iteration 52F: 3 clusters Score -823510.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -27504.193359 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -27504.19 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 241 members 
Entering Unmasked Estep 
Score: -26710.746094 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -26710.75 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27361.906250 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -27361.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27577.791016 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -27577.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27784.847656 Penalty: 2011.852417
	Iteration 3Q: 3 clusters Score -27784.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27977.642578 Penalty: 2011.852417
	Iteration 4F: 3 clusters Score -27977.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28152.181641 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -28152.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28238.193359 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -28238.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28286.966797 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -28286.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28330.185547 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -28330.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28332.726562 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -28332.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28337.408203 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -28337.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28342.570312 Penalty: 2011.852417
	Iteration 11Q: 3 clusters Score -28342.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28345.457031 Penalty: 2011.852417
	Iteration 12F: 3 clusters Score -28345.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28352.869141 Penalty: 2011.852417
	Iteration 13Q: 3 clusters Score -28352.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28364.626953 Penalty: 2011.852417
	Iteration 14Q: 3 clusters Score -28364.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28364.626953 Penalty: 2011.852417
	Iteration 15F: 3 clusters Score -28364.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 17836 members 
Mstep: Class 3 contains 97292 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 101053 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 54478 members 
Mstep: Class 9 contains 357 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 191 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 18 contains 45996 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 109289 members 
Entering Unmasked Estep 
Score: -69482920.000000 Penalty: 36521.828125
Splitting cluster 16 changes total score from -69481168.000000 to -69482920.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 18 (45996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Entering Unmasked Estep 
Score: -5919589.000000 Penalty: 1744.650391
	Iteration 0F: 2 clusters Score -5919589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -5888864.000000 Penalty: 3489.300781
	Iteration 0F: 3 clusters Score -5888864 nChanged 21377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -5901132.500000 Penalty: 3489.300781
	Iteration 1F: 3 clusters Score -5901132 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -5901941.000000 Penalty: 3489.300781
	Iteration 2Q: 3 clusters Score -5901941 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -5903300.500000 Penalty: 3489.300781
	Iteration 3F: 3 clusters Score -5903300 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5905463.500000 Penalty: 3489.300781
	Iteration 4F: 3 clusters Score -5905464 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5908386.000000 Penalty: 3489.300781
	Iteration 5F: 3 clusters Score -5908386 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -5911734.500000 Penalty: 3489.300781
	Iteration 6F: 3 clusters Score -5911734 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -5914525.500000 Penalty: 3489.300781
	Iteration 7F: 3 clusters Score -5914526 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5916239.000000 Penalty: 3489.300781
	Iteration 8Q: 3 clusters Score -5916239 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5917141.500000 Penalty: 3489.300781
	Iteration 9Q: 3 clusters Score -5917142 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5917602.500000 Penalty: 3489.300781
	Iteration 10Q: 3 clusters Score -5917602 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5917839.500000 Penalty: 3489.300781
	Iteration 11Q: 3 clusters Score -5917840 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5918017.000000 Penalty: 3489.300781
	Iteration 12Q: 3 clusters Score -5918017 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5918096.000000 Penalty: 3489.300781
	Iteration 13Q: 3 clusters Score -5918096 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5918130.000000 Penalty: 3489.300781
	Iteration 14Q: 3 clusters Score -5918130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5918163.500000 Penalty: 3489.300781
	Iteration 15Q: 3 clusters Score -5918164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5918181.500000 Penalty: 3489.300781
	Iteration 16Q: 3 clusters Score -5918182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5918213.000000 Penalty: 3489.300781
	Iteration 17Q: 3 clusters Score -5918213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5918223.500000 Penalty: 3489.300781
	Iteration 18Q: 3 clusters Score -5918224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5918248.000000 Penalty: 3489.300781
	Iteration 19Q: 3 clusters Score -5918248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5918249.000000 Penalty: 3489.300781
	Iteration 20F: 3 clusters Score -5918249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5918259.500000 Penalty: 3489.300781
	Iteration 21Q: 3 clusters Score -5918260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5918263.000000 Penalty: 3489.300781
	Iteration 22Q: 3 clusters Score -5918263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5918264.500000 Penalty: 3489.300781
	Iteration 23Q: 3 clusters Score -5918264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5918275.500000 Penalty: 3489.300781
	Iteration 24Q: 3 clusters Score -5918276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5918281.000000 Penalty: 3489.300781
	Iteration 25Q: 3 clusters Score -5918281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5918284.500000 Penalty: 3489.300781
	Iteration 26Q: 3 clusters Score -5918284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5918284.000000 Penalty: 3489.300781
	Iteration 27Q: 3 clusters Score -5918284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5918289.500000 Penalty: 3489.300781
	Iteration 28Q: 3 clusters Score -5918290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5918295.000000 Penalty: 3489.300781
	Iteration 29Q: 3 clusters Score -5918295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5918294.500000 Penalty: 3489.300781
	Iteration 30Q: 3 clusters Score -5918294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5918292.500000 Penalty: 3489.300781
	Iteration 31Q: 3 clusters Score -5918292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5918288.500000 Penalty: 3489.300781
	Iteration 32Q: 3 clusters Score -5918288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5918289.500000 Penalty: 3489.300781
	Iteration 33Q: 3 clusters Score -5918290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5918291.000000 Penalty: 3489.300781
	Iteration 34Q: 3 clusters Score -5918291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5918292.500000 Penalty: 3489.300781
	Iteration 35Q: 3 clusters Score -5918292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5918292.500000 Penalty: 3489.300781
	Iteration 36F: 3 clusters Score -5918292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -293392.781250 Penalty: 1259.824219
	Iteration 0F: 2 clusters Score -293392.8 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 1147 members 
Entering Unmasked Estep 
Score: -291056.656250 Penalty: 2519.648438
	Iteration 0F: 3 clusters Score -291056.7 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -291552.968750 Penalty: 2519.648438
	Iteration 1F: 3 clusters Score -291553 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -291674.656250 Penalty: 2519.648438
	Iteration 2F: 3 clusters Score -291674.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -291733.062500 Penalty: 2519.648438
	Iteration 3Q: 3 clusters Score -291733.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -291777.593750 Penalty: 2519.648438
	Iteration 4Q: 3 clusters Score -291777.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -291808.343750 Penalty: 2519.648438
	Iteration 5Q: 3 clusters Score -291808.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -291826.156250 Penalty: 2519.648438
	Iteration 6Q: 3 clusters Score -291826.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -291836.281250 Penalty: 2519.648438
	Iteration 7Q: 3 clusters Score -291836.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -291847.593750 Penalty: 2519.648438
	Iteration 8Q: 3 clusters Score -291847.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -291855.156250 Penalty: 2519.648438
	Iteration 9Q: 3 clusters Score -291855.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -291865.000000 Penalty: 2519.648438
	Iteration 10Q: 3 clusters Score -291865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -291872.125000 Penalty: 2519.648438
	Iteration 11Q: 3 clusters Score -291872.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -291877.718750 Penalty: 2519.648438
	Iteration 12Q: 3 clusters Score -291877.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -291883.375000 Penalty: 2519.648438
	Iteration 13Q: 3 clusters Score -291883.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -291888.625000 Penalty: 2519.648438
	Iteration 14Q: 3 clusters Score -291888.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -291892.031250 Penalty: 2519.648438
	Iteration 15Q: 3 clusters Score -291892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -291895.093750 Penalty: 2519.648438
	Iteration 16Q: 3 clusters Score -291895.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -291898.500000 Penalty: 2519.648438
	Iteration 17Q: 3 clusters Score -291898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -291900.031250 Penalty: 2519.648438
	Iteration 18Q: 3 clusters Score -291900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -291900.968750 Penalty: 2519.648438
	Iteration 19Q: 3 clusters Score -291901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -291901.875000 Penalty: 2519.648438
	Iteration 20F: 3 clusters Score -291901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -291903.437500 Penalty: 2519.648438
	Iteration 21Q: 3 clusters Score -291903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -291903.531250 Penalty: 2519.648438
	Iteration 22Q: 3 clusters Score -291903.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -291904.250000 Penalty: 2519.648438
	Iteration 23Q: 3 clusters Score -291904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -291904.812500 Penalty: 2519.648438
	Iteration 24Q: 3 clusters Score -291904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -291904.812500 Penalty: 2519.648438
	Iteration 25F: 3 clusters Score -291904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (109289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Entering Unmasked Estep 
Score: -14011038.000000 Penalty: 1885.284546
	Iteration 0F: 2 clusters Score -1.401104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -13941760.000000 Penalty: 3770.569092
	Iteration 0F: 3 clusters Score -1.394176e+07 nChanged 52638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -13974729.000000 Penalty: 3770.569092
	Iteration 1F: 3 clusters Score -1.397473e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -13977736.000000 Penalty: 3770.569092
	Iteration 2F: 3 clusters Score -1.397774e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -13981940.000000 Penalty: 3770.569092
	Iteration 3F: 3 clusters Score -1.398194e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -13987312.000000 Penalty: 3770.569092
	Iteration 4F: 3 clusters Score -1.398731e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -13993238.000000 Penalty: 3770.569092
	Iteration 5F: 3 clusters Score -1.399324e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -13997947.000000 Penalty: 3770.569092
	Iteration 6F: 3 clusters Score -1.399795e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -13999966.000000 Penalty: 3770.569092
	Iteration 7Q: 3 clusters Score -1.399997e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -14000630.000000 Penalty: 3770.569092
	Iteration 8Q: 3 clusters Score -1.400063e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -14000879.000000 Penalty: 3770.569092
	Iteration 9Q: 3 clusters Score -1.400088e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -14001001.000000 Penalty: 3770.569092
	Iteration 10Q: 3 clusters Score -1.4001e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -14001168.000000 Penalty: 3770.569092
	Iteration 11Q: 3 clusters Score -1.400117e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -14001370.000000 Penalty: 3770.569092
	Iteration 12Q: 3 clusters Score -1.400137e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -14001659.000000 Penalty: 3770.569092
	Iteration 13Q: 3 clusters Score -1.400166e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -14001815.000000 Penalty: 3770.569092
	Iteration 14Q: 3 clusters Score -1.400182e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -14001932.000000 Penalty: 3770.569092
	Iteration 15Q: 3 clusters Score -1.400193e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -14002155.000000 Penalty: 3770.569092
	Iteration 16Q: 3 clusters Score -1.400216e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -14002351.000000 Penalty: 3770.569092
	Iteration 17Q: 3 clusters Score -1.400235e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -14002558.000000 Penalty: 3770.569092
	Iteration 18Q: 3 clusters Score -1.400256e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -14002857.000000 Penalty: 3770.569092
	Iteration 19Q: 3 clusters Score -1.400286e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -14003155.000000 Penalty: 3770.569092
	Iteration 20F: 3 clusters Score -1.400316e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -14003485.000000 Penalty: 3770.569092
	Iteration 21Q: 3 clusters Score -1.400348e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -14003843.000000 Penalty: 3770.569092
	Iteration 22Q: 3 clusters Score -1.400384e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -14004225.000000 Penalty: 3770.569092
	Iteration 23Q: 3 clusters Score -1.400422e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -14004602.000000 Penalty: 3770.569092
	Iteration 24Q: 3 clusters Score -1.40046e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -14005009.000000 Penalty: 3770.569092
	Iteration 25Q: 3 clusters Score -1.400501e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -14005568.000000 Penalty: 3770.569092
	Iteration 26Q: 3 clusters Score -1.400557e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -14006144.000000 Penalty: 3770.569092
	Iteration 27Q: 3 clusters Score -1.400614e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -14006821.000000 Penalty: 3770.569092
	Iteration 28Q: 3 clusters Score -1.400682e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -14007478.000000 Penalty: 3770.569092
	Iteration 29Q: 3 clusters Score -1.400748e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -14008061.000000 Penalty: 3770.569092
	Iteration 30Q: 3 clusters Score -1.400806e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -14008497.000000 Penalty: 3770.569092
	Iteration 31Q: 3 clusters Score -1.40085e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -14008946.000000 Penalty: 3770.569092
	Iteration 32Q: 3 clusters Score -1.400895e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -14009309.000000 Penalty: 3770.569092
	Iteration 33Q: 3 clusters Score -1.400931e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -14009599.000000 Penalty: 3770.569092
	Iteration 34Q: 3 clusters Score -1.40096e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -14009831.000000 Penalty: 3770.569092
	Iteration 35Q: 3 clusters Score -1.400983e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -14010002.000000 Penalty: 3770.569092
	Iteration 36Q: 3 clusters Score -1.401e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -14010116.000000 Penalty: 3770.569092
	Iteration 37Q: 3 clusters Score -1.401012e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -14010199.000000 Penalty: 3770.569092
	Iteration 38Q: 3 clusters Score -1.40102e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -14010236.000000 Penalty: 3770.569092
	Iteration 39Q: 3 clusters Score -1.401024e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -14010312.000000 Penalty: 3770.569092
	Iteration 40F: 3 clusters Score -1.401031e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -14010348.000000 Penalty: 3770.569092
	Iteration 41Q: 3 clusters Score -1.401035e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -14010421.000000 Penalty: 3770.569092
	Iteration 42Q: 3 clusters Score -1.401042e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -14010441.000000 Penalty: 3770.569092
	Iteration 43Q: 3 clusters Score -1.401044e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -14010533.000000 Penalty: 3770.569092
	Iteration 44Q: 3 clusters Score -1.401053e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -14010533.000000 Penalty: 3770.569092
	Iteration 45Q: 3 clusters Score -1.401053e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -14010589.000000 Penalty: 3770.569092
	Iteration 46Q: 3 clusters Score -1.401059e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -14010630.000000 Penalty: 3770.569092
	Iteration 47Q: 3 clusters Score -1.401063e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -14010649.000000 Penalty: 3770.569092
	Iteration 48Q: 3 clusters Score -1.401065e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -14010644.000000 Penalty: 3770.569092
	Iteration 49Q: 3 clusters Score -1.401064e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -14010665.000000 Penalty: 3770.569092
	Iteration 50Q: 3 clusters Score -1.401066e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -14010689.000000 Penalty: 3770.569092
	Iteration 51Q: 3 clusters Score -1.401069e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -14010678.000000 Penalty: 3770.569092
	Iteration 52Q: 3 clusters Score -1.401068e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -14010654.000000 Penalty: 3770.569092
	Iteration 53Q: 3 clusters Score -1.401065e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -14010666.000000 Penalty: 3770.569092
	Iteration 54Q: 3 clusters Score -1.401067e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -14010663.000000 Penalty: 3770.569092
	Iteration 55Q: 3 clusters Score -1.401066e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -14010661.000000 Penalty: 3770.569092
	Iteration 56Q: 3 clusters Score -1.401066e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -14010665.000000 Penalty: 3770.569092
	Iteration 57Q: 3 clusters Score -1.401066e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -14010660.000000 Penalty: 3770.569092
	Iteration 58Q: 3 clusters Score -1.401066e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -14010646.000000 Penalty: 3770.569092
	Iteration 59Q: 3 clusters Score -1.401065e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -14010664.000000 Penalty: 3770.569092
	Iteration 60F: 3 clusters Score -1.401066e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -14010684.000000 Penalty: 3770.569092
	Iteration 61Q: 3 clusters Score -1.401068e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -14010654.000000 Penalty: 3770.569092
	Iteration 62Q: 3 clusters Score -1.401065e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -14010653.000000 Penalty: 3770.569092
	Iteration 63Q: 3 clusters Score -1.401065e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -14010640.000000 Penalty: 3770.569092
	Iteration 64Q: 3 clusters Score -1.401064e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -14010640.000000 Penalty: 3770.569092
	Iteration 65Q: 3 clusters Score -1.401064e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -14010633.000000 Penalty: 3770.569092
	Iteration 66Q: 3 clusters Score -1.401063e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -14010649.000000 Penalty: 3770.569092
	Iteration 67Q: 3 clusters Score -1.401065e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -14010678.000000 Penalty: 3770.569092
	Iteration 68Q: 3 clusters Score -1.401068e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -14010661.000000 Penalty: 3770.569092
	Iteration 69Q: 3 clusters Score -1.401066e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -14010662.000000 Penalty: 3770.569092
	Iteration 70Q: 3 clusters Score -1.401066e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -14010664.000000 Penalty: 3770.569092
	Iteration 71Q: 3 clusters Score -1.401066e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -14010665.000000 Penalty: 3770.569092
	Iteration 72Q: 3 clusters Score -1.401066e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -14010664.000000 Penalty: 3770.569092
	Iteration 73Q: 3 clusters Score -1.401066e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -14010665.000000 Penalty: 3770.569092
	Iteration 74Q: 3 clusters Score -1.401066e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -14010660.000000 Penalty: 3770.569092
	Iteration 75Q: 3 clusters Score -1.401066e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -14010674.000000 Penalty: 3770.569092
	Iteration 76Q: 3 clusters Score -1.401067e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -14010674.000000 Penalty: 3770.569092
	Iteration 77Q: 3 clusters Score -1.401067e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -14010650.000000 Penalty: 3770.569092
	Iteration 78Q: 3 clusters Score -1.401065e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -14010654.000000 Penalty: 3770.569092
	Iteration 79Q: 3 clusters Score -1.401065e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -14010650.000000 Penalty: 3770.569092
	Iteration 80F: 3 clusters Score -1.401065e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -14010650.000000 Penalty: 3770.569092
	Iteration 81Q: 3 clusters Score -1.401065e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -14010683.000000 Penalty: 3770.569092
	Iteration 82Q: 3 clusters Score -1.401068e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -14010681.000000 Penalty: 3770.569092
	Iteration 83Q: 3 clusters Score -1.401068e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -14010656.000000 Penalty: 3770.569092
	Iteration 84Q: 3 clusters Score -1.401066e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -14010654.000000 Penalty: 3770.569092
	Iteration 85Q: 3 clusters Score -1.401065e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -14010673.000000 Penalty: 3770.569092
	Iteration 86Q: 3 clusters Score -1.401067e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -14010668.000000 Penalty: 3770.569092
	Iteration 87Q: 3 clusters Score -1.401067e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -14010689.000000 Penalty: 3770.569092
	Iteration 88Q: 3 clusters Score -1.401069e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -14010680.000000 Penalty: 3770.569092
	Iteration 89Q: 3 clusters Score -1.401068e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -14010674.000000 Penalty: 3770.569092
	Iteration 90Q: 3 clusters Score -1.401067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -14010668.000000 Penalty: 3770.569092
	Iteration 91Q: 3 clusters Score -1.401067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -14010663.000000 Penalty: 3770.569092
	Iteration 92Q: 3 clusters Score -1.401066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -14010658.000000 Penalty: 3770.569092
	Iteration 93Q: 3 clusters Score -1.401066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -14010662.000000 Penalty: 3770.569092
	Iteration 94Q: 3 clusters Score -1.401066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -14010664.000000 Penalty: 3770.569092
	Iteration 95Q: 3 clusters Score -1.401066e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -14010674.000000 Penalty: 3770.569092
	Iteration 96Q: 3 clusters Score -1.401067e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -14010674.000000 Penalty: 3770.569092
	Iteration 97Q: 3 clusters Score -1.401067e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77919 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -14010678.000000 Penalty: 3770.569092
	Iteration 98Q: 3 clusters Score -1.401068e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -14010678.000000 Penalty: 3770.569092
	Iteration 99Q: 3 clusters Score -1.401068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -14010687.000000 Penalty: 3770.569092
	Iteration 100F: 3 clusters Score -1.401069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -14010673.000000 Penalty: 3770.569092
	Iteration 101Q: 3 clusters Score -1.401067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78027 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -14010676.000000 Penalty: 3770.569092
	Iteration 102Q: 3 clusters Score -1.401068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -14010664.000000 Penalty: 3770.569092
	Iteration 103Q: 3 clusters Score -1.401066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -14010673.000000 Penalty: 3770.569092
	Iteration 104Q: 3 clusters Score -1.401067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -14010671.000000 Penalty: 3770.569092
	Iteration 105Q: 3 clusters Score -1.401067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78106 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -14010663.000000 Penalty: 3770.569092
	Iteration 106Q: 3 clusters Score -1.401066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -14010665.000000 Penalty: 3770.569092
	Iteration 107Q: 3 clusters Score -1.401066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -14010673.000000 Penalty: 3770.569092
	Iteration 108Q: 3 clusters Score -1.401067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -14010663.000000 Penalty: 3770.569092
	Iteration 109Q: 3 clusters Score -1.401066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -14010667.000000 Penalty: 3770.569092
	Iteration 110Q: 3 clusters Score -1.401067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -14010663.000000 Penalty: 3770.569092
	Iteration 111Q: 3 clusters Score -1.401066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -14010674.000000 Penalty: 3770.569092
	Iteration 112Q: 3 clusters Score -1.401067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -14010662.000000 Penalty: 3770.569092
	Iteration 113Q: 3 clusters Score -1.401066e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -14010648.000000 Penalty: 3770.569092
	Iteration 114Q: 3 clusters Score -1.401065e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -14010647.000000 Penalty: 3770.569092
	Iteration 115Q: 3 clusters Score -1.401065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -14010659.000000 Penalty: 3770.569092
	Iteration 116Q: 3 clusters Score -1.401066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -14010648.000000 Penalty: 3770.569092
	Iteration 117Q: 3 clusters Score -1.401065e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -14010643.000000 Penalty: 3770.569092
	Iteration 118Q: 3 clusters Score -1.401064e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -14010627.000000 Penalty: 3770.569092
	Iteration 119Q: 3 clusters Score -1.401063e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -14010613.000000 Penalty: 3770.569092
	Iteration 120F: 3 clusters Score -1.401061e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -14010623.000000 Penalty: 3770.569092
	Iteration 121Q: 3 clusters Score -1.401062e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -14010626.000000 Penalty: 3770.569092
	Iteration 122Q: 3 clusters Score -1.401063e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -14010612.000000 Penalty: 3770.569092
	Iteration 123Q: 3 clusters Score -1.401061e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -14010611.000000 Penalty: 3770.569092
	Iteration 124Q: 3 clusters Score -1.401061e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78775 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -14010625.000000 Penalty: 3770.569092
	Iteration 125Q: 3 clusters Score -1.401062e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -14010615.000000 Penalty: 3770.569092
	Iteration 126Q: 3 clusters Score -1.401062e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -14010612.000000 Penalty: 3770.569092
	Iteration 127Q: 3 clusters Score -1.401061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -14010623.000000 Penalty: 3770.569092
	Iteration 128Q: 3 clusters Score -1.401062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -14010626.000000 Penalty: 3770.569092
	Iteration 129Q: 3 clusters Score -1.401063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -14010626.000000 Penalty: 3770.569092
	Iteration 130Q: 3 clusters Score -1.401063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -14010624.000000 Penalty: 3770.569092
	Iteration 131Q: 3 clusters Score -1.401062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -14010623.000000 Penalty: 3770.569092
	Iteration 132Q: 3 clusters Score -1.401062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -14010621.000000 Penalty: 3770.569092
	Iteration 133Q: 3 clusters Score -1.401062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -14010632.000000 Penalty: 3770.569092
	Iteration 134Q: 3 clusters Score -1.401063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -14010620.000000 Penalty: 3770.569092
	Iteration 135Q: 3 clusters Score -1.401062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -14010630.000000 Penalty: 3770.569092
	Iteration 136Q: 3 clusters Score -1.401063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -14010628.000000 Penalty: 3770.569092
	Iteration 137Q: 3 clusters Score -1.401063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79019 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -14010617.000000 Penalty: 3770.569092
	Iteration 138Q: 3 clusters Score -1.401062e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -14010618.000000 Penalty: 3770.569092
	Iteration 139Q: 3 clusters Score -1.401062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -14010609.000000 Penalty: 3770.569092
	Iteration 140F: 3 clusters Score -1.401061e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -14010622.000000 Penalty: 3770.569092
	Iteration 141Q: 3 clusters Score -1.401062e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -14010621.000000 Penalty: 3770.569092
	Iteration 142Q: 3 clusters Score -1.401062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -14010618.000000 Penalty: 3770.569092
	Iteration 143Q: 3 clusters Score -1.401062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -14010626.000000 Penalty: 3770.569092
	Iteration 144Q: 3 clusters Score -1.401063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -14010620.000000 Penalty: 3770.569092
	Iteration 145Q: 3 clusters Score -1.401062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -14010613.000000 Penalty: 3770.569092
	Iteration 146Q: 3 clusters Score -1.401061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -14010625.000000 Penalty: 3770.569092
	Iteration 147Q: 3 clusters Score -1.401062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -14010620.000000 Penalty: 3770.569092
	Iteration 148Q: 3 clusters Score -1.401062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -14010616.000000 Penalty: 3770.569092
	Iteration 149Q: 3 clusters Score -1.401062e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -14010616.000000 Penalty: 3770.569092
	Iteration 150Q: 3 clusters Score -1.401062e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -14010605.000000 Penalty: 3770.569092
	Iteration 151Q: 3 clusters Score -1.40106e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -14010620.000000 Penalty: 3770.569092
	Iteration 152Q: 3 clusters Score -1.401062e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -14010621.000000 Penalty: 3770.569092
	Iteration 153Q: 3 clusters Score -1.401062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -14010607.000000 Penalty: 3770.569092
	Iteration 154Q: 3 clusters Score -1.401061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -14010603.000000 Penalty: 3770.569092
	Iteration 155Q: 3 clusters Score -1.40106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -14010624.000000 Penalty: 3770.569092
	Iteration 156Q: 3 clusters Score -1.401062e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -14010625.000000 Penalty: 3770.569092
	Iteration 157Q: 3 clusters Score -1.401062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -14010605.000000 Penalty: 3770.569092
	Iteration 158Q: 3 clusters Score -1.40106e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -14010598.000000 Penalty: 3770.569092
	Iteration 159Q: 3 clusters Score -1.40106e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79685 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -14010602.000000 Penalty: 3770.569092
	Iteration 160F: 3 clusters Score -1.40106e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -14010594.000000 Penalty: 3770.569092
	Iteration 161Q: 3 clusters Score -1.401059e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -14010607.000000 Penalty: 3770.569092
	Iteration 162Q: 3 clusters Score -1.401061e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79832 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -14010592.000000 Penalty: 3770.569092
	Iteration 163Q: 3 clusters Score -1.401059e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -14010600.000000 Penalty: 3770.569092
	Iteration 164Q: 3 clusters Score -1.40106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -14010581.000000 Penalty: 3770.569092
	Iteration 165Q: 3 clusters Score -1.401058e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -14010580.000000 Penalty: 3770.569092
	Iteration 166Q: 3 clusters Score -1.401058e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -14010568.000000 Penalty: 3770.569092
	Iteration 167Q: 3 clusters Score -1.401057e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -14010597.000000 Penalty: 3770.569092
	Iteration 168Q: 3 clusters Score -1.40106e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -14010593.000000 Penalty: 3770.569092
	Iteration 169Q: 3 clusters Score -1.401059e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -14010598.000000 Penalty: 3770.569092
	Iteration 170Q: 3 clusters Score -1.40106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -14010596.000000 Penalty: 3770.569092
	Iteration 171Q: 3 clusters Score -1.40106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -14010598.000000 Penalty: 3770.569092
	Iteration 172Q: 3 clusters Score -1.40106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -14010591.000000 Penalty: 3770.569092
	Iteration 173Q: 3 clusters Score -1.401059e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -14010594.000000 Penalty: 3770.569092
	Iteration 174Q: 3 clusters Score -1.401059e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80298 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -14010611.000000 Penalty: 3770.569092
	Iteration 175Q: 3 clusters Score -1.401061e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80338 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -14010605.000000 Penalty: 3770.569092
	Iteration 176Q: 3 clusters Score -1.40106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -14010599.000000 Penalty: 3770.569092
	Iteration 177Q: 3 clusters Score -1.40106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -14010594.000000 Penalty: 3770.569092
	Iteration 178Q: 3 clusters Score -1.401059e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -14010594.000000 Penalty: 3770.569092
	Iteration 179Q: 3 clusters Score -1.401059e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -14010605.000000 Penalty: 3770.569092
	Iteration 180F: 3 clusters Score -1.40106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -14010597.000000 Penalty: 3770.569092
	Iteration 181Q: 3 clusters Score -1.40106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -14010599.000000 Penalty: 3770.569092
	Iteration 182Q: 3 clusters Score -1.40106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -14010591.000000 Penalty: 3770.569092
	Iteration 183Q: 3 clusters Score -1.401059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -14010585.000000 Penalty: 3770.569092
	Iteration 184Q: 3 clusters Score -1.401058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -14010593.000000 Penalty: 3770.569092
	Iteration 185Q: 3 clusters Score -1.401059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -14010588.000000 Penalty: 3770.569092
	Iteration 186Q: 3 clusters Score -1.401059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -14010591.000000 Penalty: 3770.569092
	Iteration 187Q: 3 clusters Score -1.401059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -14010593.000000 Penalty: 3770.569092
	Iteration 188Q: 3 clusters Score -1.401059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -14010589.000000 Penalty: 3770.569092
	Iteration 189Q: 3 clusters Score -1.401059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -14010595.000000 Penalty: 3770.569092
	Iteration 190Q: 3 clusters Score -1.40106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80638 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -14010592.000000 Penalty: 3770.569092
	Iteration 191Q: 3 clusters Score -1.401059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -14010588.000000 Penalty: 3770.569092
	Iteration 192Q: 3 clusters Score -1.401059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -14010598.000000 Penalty: 3770.569092
	Iteration 193Q: 3 clusters Score -1.40106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -14010587.000000 Penalty: 3770.569092
	Iteration 194Q: 3 clusters Score -1.401059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -14010596.000000 Penalty: 3770.569092
	Iteration 195Q: 3 clusters Score -1.40106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -14010594.000000 Penalty: 3770.569092
	Iteration 196Q: 3 clusters Score -1.401059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -14010583.000000 Penalty: 3770.569092
	Iteration 197Q: 3 clusters Score -1.401058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -14010595.000000 Penalty: 3770.569092
	Iteration 198Q: 3 clusters Score -1.40106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -14010599.000000 Penalty: 3770.569092
	Iteration 199Q: 3 clusters Score -1.40106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -14010597.000000 Penalty: 3770.569092
	Iteration 200F: 3 clusters Score -1.40106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -14010592.000000 Penalty: 3770.569092
	Iteration 201Q: 3 clusters Score -1.401059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -14010593.000000 Penalty: 3770.569092
	Iteration 202Q: 3 clusters Score -1.401059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -14010597.000000 Penalty: 3770.569092
	Iteration 203Q: 3 clusters Score -1.40106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -14010590.000000 Penalty: 3770.569092
	Iteration 204Q: 3 clusters Score -1.401059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -14010585.000000 Penalty: 3770.569092
	Iteration 205Q: 3 clusters Score -1.401058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -14010568.000000 Penalty: 3770.569092
	Iteration 206Q: 3 clusters Score -1.401057e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -14010566.000000 Penalty: 3770.569092
	Iteration 207Q: 3 clusters Score -1.401057e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -14010584.000000 Penalty: 3770.569092
	Iteration 208Q: 3 clusters Score -1.401058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -14010590.000000 Penalty: 3770.569092
	Iteration 209Q: 3 clusters Score -1.401059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -14010595.000000 Penalty: 3770.569092
	Iteration 210Q: 3 clusters Score -1.40106e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -14010576.000000 Penalty: 3770.569092
	Iteration 211Q: 3 clusters Score -1.401058e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -14010604.000000 Penalty: 3770.569092
	Iteration 212Q: 3 clusters Score -1.40106e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81263 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -14010601.000000 Penalty: 3770.569092
	Iteration 213Q: 3 clusters Score -1.40106e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -14010606.000000 Penalty: 3770.569092
	Iteration 214Q: 3 clusters Score -1.401061e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -14010607.000000 Penalty: 3770.569092
	Iteration 215Q: 3 clusters Score -1.401061e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -14010607.000000 Penalty: 3770.569092
	Iteration 216Q: 3 clusters Score -1.401061e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -14010620.000000 Penalty: 3770.569092
	Iteration 217Q: 3 clusters Score -1.401062e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -14010618.000000 Penalty: 3770.569092
	Iteration 218Q: 3 clusters Score -1.401062e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -14010618.000000 Penalty: 3770.569092
	Iteration 219Q: 3 clusters Score -1.401062e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -14010607.000000 Penalty: 3770.569092
	Iteration 220F: 3 clusters Score -1.401061e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -14010610.000000 Penalty: 3770.569092
	Iteration 221Q: 3 clusters Score -1.401061e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -14010612.000000 Penalty: 3770.569092
	Iteration 222Q: 3 clusters Score -1.401061e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -14010609.000000 Penalty: 3770.569092
	Iteration 223Q: 3 clusters Score -1.401061e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -14010604.000000 Penalty: 3770.569092
	Iteration 224Q: 3 clusters Score -1.40106e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -14010580.000000 Penalty: 3770.569092
	Iteration 225Q: 3 clusters Score -1.401058e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82093 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -14010577.000000 Penalty: 3770.569092
	Iteration 226Q: 3 clusters Score -1.401058e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -14010577.000000 Penalty: 3770.569092
	Iteration 227Q: 3 clusters Score -1.401058e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -14010578.000000 Penalty: 3770.569092
	Iteration 228Q: 3 clusters Score -1.401058e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -14010581.000000 Penalty: 3770.569092
	Iteration 229Q: 3 clusters Score -1.401058e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -14010580.000000 Penalty: 3770.569092
	Iteration 230Q: 3 clusters Score -1.401058e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -14010589.000000 Penalty: 3770.569092
	Iteration 231Q: 3 clusters Score -1.401059e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -14010623.000000 Penalty: 3770.569092
	Iteration 232Q: 3 clusters Score -1.401062e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -14010621.000000 Penalty: 3770.569092
	Iteration 233Q: 3 clusters Score -1.401062e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -14010639.000000 Penalty: 3770.569092
	Iteration 234Q: 3 clusters Score -1.401064e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -14010637.000000 Penalty: 3770.569092
	Iteration 235Q: 3 clusters Score -1.401064e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -14010638.000000 Penalty: 3770.569092
	Iteration 236Q: 3 clusters Score -1.401064e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -14010637.000000 Penalty: 3770.569092
	Iteration 237Q: 3 clusters Score -1.401064e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -14010627.000000 Penalty: 3770.569092
	Iteration 238Q: 3 clusters Score -1.401063e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -14010613.000000 Penalty: 3770.569092
	Iteration 239Q: 3 clusters Score -1.401061e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -14010617.000000 Penalty: 3770.569092
	Iteration 240F: 3 clusters Score -1.401062e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -14010621.000000 Penalty: 3770.569092
	Iteration 241Q: 3 clusters Score -1.401062e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -14010619.000000 Penalty: 3770.569092
	Iteration 242Q: 3 clusters Score -1.401062e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -14010625.000000 Penalty: 3770.569092
	Iteration 243Q: 3 clusters Score -1.401062e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -14010624.000000 Penalty: 3770.569092
	Iteration 244Q: 3 clusters Score -1.401062e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -14010595.000000 Penalty: 3770.569092
	Iteration 245Q: 3 clusters Score -1.40106e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -14010597.000000 Penalty: 3770.569092
	Iteration 246Q: 3 clusters Score -1.40106e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -14010622.000000 Penalty: 3770.569092
	Iteration 247Q: 3 clusters Score -1.401062e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -14010628.000000 Penalty: 3770.569092
	Iteration 248Q: 3 clusters Score -1.401063e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -14010633.000000 Penalty: 3770.569092
	Iteration 249Q: 3 clusters Score -1.401063e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -14010654.000000 Penalty: 3770.569092
	Iteration 250Q: 3 clusters Score -1.401065e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -14010647.000000 Penalty: 3770.569092
	Iteration 251Q: 3 clusters Score -1.401065e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -14010652.000000 Penalty: 3770.569092
	Iteration 252Q: 3 clusters Score -1.401065e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -14010668.000000 Penalty: 3770.569092
	Iteration 253Q: 3 clusters Score -1.401067e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -14010633.000000 Penalty: 3770.569092
	Iteration 254Q: 3 clusters Score -1.401063e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85055 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -14010627.000000 Penalty: 3770.569092
	Iteration 255Q: 3 clusters Score -1.401063e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -14010637.000000 Penalty: 3770.569092
	Iteration 256Q: 3 clusters Score -1.401064e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -1.401063e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -14010594.000000 Penalty: 3770.569092
	Iteration 258Q: 3 clusters Score -1.401059e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -14010583.000000 Penalty: 3770.569092
	Iteration 259Q: 3 clusters Score -1.401058e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -14010610.000000 Penalty: 3770.569092
	Iteration 260F: 3 clusters Score -1.401061e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -14010619.000000 Penalty: 3770.569092
	Iteration 261Q: 3 clusters Score -1.401062e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85844 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -14010625.000000 Penalty: 3770.569092
	Iteration 262Q: 3 clusters Score -1.401062e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -14010600.000000 Penalty: 3770.569092
	Iteration 263Q: 3 clusters Score -1.40106e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -14010622.000000 Penalty: 3770.569092
	Iteration 264Q: 3 clusters Score -1.401062e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86269 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -14010601.000000 Penalty: 3770.569092
	Iteration 265Q: 3 clusters Score -1.40106e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -14010592.000000 Penalty: 3770.569092
	Iteration 266Q: 3 clusters Score -1.401059e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -14010599.000000 Penalty: 3770.569092
	Iteration 267Q: 3 clusters Score -1.40106e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -14010601.000000 Penalty: 3770.569092
	Iteration 268Q: 3 clusters Score -1.40106e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -14010588.000000 Penalty: 3770.569092
	Iteration 269Q: 3 clusters Score -1.401059e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -14010607.000000 Penalty: 3770.569092
	Iteration 270Q: 3 clusters Score -1.401061e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -14010645.000000 Penalty: 3770.569092
	Iteration 271Q: 3 clusters Score -1.401064e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -14010670.000000 Penalty: 3770.569092
	Iteration 272Q: 3 clusters Score -1.401067e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -14010652.000000 Penalty: 3770.569092
	Iteration 273Q: 3 clusters Score -1.401065e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -14010662.000000 Penalty: 3770.569092
	Iteration 274Q: 3 clusters Score -1.401066e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88031 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -14010670.000000 Penalty: 3770.569092
	Iteration 275Q: 3 clusters Score -1.401067e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88236 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -14010657.000000 Penalty: 3770.569092
	Iteration 276Q: 3 clusters Score -1.401066e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88429 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -14010624.000000 Penalty: 3770.569092
	Iteration 277Q: 3 clusters Score -1.401062e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88602 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -14010649.000000 Penalty: 3770.569092
	Iteration 278Q: 3 clusters Score -1.401065e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -14010667.000000 Penalty: 3770.569092
	Iteration 279Q: 3 clusters Score -1.401067e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -14010696.000000 Penalty: 3770.569092
	Iteration 280F: 3 clusters Score -1.40107e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -14010696.000000 Penalty: 3770.569092
	Iteration 281Q: 3 clusters Score -1.40107e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -14010683.000000 Penalty: 3770.569092
	Iteration 282Q: 3 clusters Score -1.401068e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -14010664.000000 Penalty: 3770.569092
	Iteration 283Q: 3 clusters Score -1.401066e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -14010660.000000 Penalty: 3770.569092
	Iteration 284Q: 3 clusters Score -1.401066e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89891 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -14010682.000000 Penalty: 3770.569092
	Iteration 285Q: 3 clusters Score -1.401068e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -14010724.000000 Penalty: 3770.569092
	Iteration 286Q: 3 clusters Score -1.401072e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -14010743.000000 Penalty: 3770.569092
	Iteration 287Q: 3 clusters Score -1.401074e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -14010739.000000 Penalty: 3770.569092
	Iteration 288Q: 3 clusters Score -1.401074e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -14010730.000000 Penalty: 3770.569092
	Iteration 289Q: 3 clusters Score -1.401073e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90983 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -14010779.000000 Penalty: 3770.569092
	Iteration 290Q: 3 clusters Score -1.401078e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91258 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -14010803.000000 Penalty: 3770.569092
	Iteration 291Q: 3 clusters Score -1.40108e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -14010805.000000 Penalty: 3770.569092
	Iteration 292Q: 3 clusters Score -1.40108e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91937 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -14010810.000000 Penalty: 3770.569092
	Iteration 293Q: 3 clusters Score -1.401081e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -14010814.000000 Penalty: 3770.569092
	Iteration 294Q: 3 clusters Score -1.401081e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92672 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -14010881.000000 Penalty: 3770.569092
	Iteration 295Q: 3 clusters Score -1.401088e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -14010965.000000 Penalty: 3770.569092
	Iteration 296Q: 3 clusters Score -1.401096e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93468 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -14010987.000000 Penalty: 3770.569092
	Iteration 297Q: 3 clusters Score -1.401099e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -14010998.000000 Penalty: 3770.569092
	Iteration 298Q: 3 clusters Score -1.4011e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -14011022.000000 Penalty: 3770.569092
	Iteration 299Q: 3 clusters Score -1.401102e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -14011038.000000 Penalty: 3770.569092
	Iteration 300F: 3 clusters Score -1.401104e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -14011111.000000 Penalty: 3770.569092
	Iteration 301Q: 3 clusters Score -1.401111e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -14011173.000000 Penalty: 3770.569092
	Iteration 302Q: 3 clusters Score -1.401117e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -14011191.000000 Penalty: 3770.569092
	Iteration 303Q: 3 clusters Score -1.401119e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -14011216.000000 Penalty: 3770.569092
	Iteration 304Q: 3 clusters Score -1.401122e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -14011225.000000 Penalty: 3770.569092
	Iteration 305Q: 3 clusters Score -1.401122e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -14011231.000000 Penalty: 3770.569092
	Iteration 306Q: 3 clusters Score -1.401123e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -14011279.000000 Penalty: 3770.569092
	Iteration 307Q: 3 clusters Score -1.401128e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -14011291.000000 Penalty: 3770.569092
	Iteration 308Q: 3 clusters Score -1.401129e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -14011312.000000 Penalty: 3770.569092
	Iteration 309Q: 3 clusters Score -1.401131e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97976 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -14011346.000000 Penalty: 3770.569092
	Iteration 310Q: 3 clusters Score -1.401135e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -14011338.000000 Penalty: 3770.569092
	Iteration 311Q: 3 clusters Score -1.401134e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -14011317.000000 Penalty: 3770.569092
	Iteration 312Q: 3 clusters Score -1.401132e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -14011345.000000 Penalty: 3770.569092
	Iteration 313Q: 3 clusters Score -1.401134e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -14011370.000000 Penalty: 3770.569092
	Iteration 314Q: 3 clusters Score -1.401137e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -14011374.000000 Penalty: 3770.569092
	Iteration 315Q: 3 clusters Score -1.401137e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -14011392.000000 Penalty: 3770.569092
	Iteration 316Q: 3 clusters Score -1.401139e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -14011405.000000 Penalty: 3770.569092
	Iteration 317Q: 3 clusters Score -1.40114e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -14011412.000000 Penalty: 3770.569092
	Iteration 318Q: 3 clusters Score -1.401141e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -14011429.000000 Penalty: 3770.569092
	Iteration 319Q: 3 clusters Score -1.401143e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -14011462.000000 Penalty: 3770.569092
	Iteration 320F: 3 clusters Score -1.401146e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99609 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -14011460.000000 Penalty: 3770.569092
	Iteration 321Q: 3 clusters Score -1.401146e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99725 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -14011457.000000 Penalty: 3770.569092
	Iteration 322Q: 3 clusters Score -1.401146e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -14011449.000000 Penalty: 3770.569092
	Iteration 323Q: 3 clusters Score -1.401145e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99939 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -14011475.000000 Penalty: 3770.569092
	Iteration 324Q: 3 clusters Score -1.401148e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -14011494.000000 Penalty: 3770.569092
	Iteration 325Q: 3 clusters Score -1.401149e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -14011533.000000 Penalty: 3770.569092
	Iteration 326Q: 3 clusters Score -1.401153e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -14011550.000000 Penalty: 3770.569092
	Iteration 327Q: 3 clusters Score -1.401155e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -14011526.000000 Penalty: 3770.569092
	Iteration 328Q: 3 clusters Score -1.401153e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -14011526.000000 Penalty: 3770.569092
	Iteration 329Q: 3 clusters Score -1.401153e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -14011539.000000 Penalty: 3770.569092
	Iteration 330Q: 3 clusters Score -1.401154e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -14011545.000000 Penalty: 3770.569092
	Iteration 331Q: 3 clusters Score -1.401154e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -14011540.000000 Penalty: 3770.569092
	Iteration 332Q: 3 clusters Score -1.401154e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100578 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -14011537.000000 Penalty: 3770.569092
	Iteration 333Q: 3 clusters Score -1.401154e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -14011540.000000 Penalty: 3770.569092
	Iteration 334Q: 3 clusters Score -1.401154e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100664 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -14011549.000000 Penalty: 3770.569092
	Iteration 335Q: 3 clusters Score -1.401155e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -14011565.000000 Penalty: 3770.569092
	Iteration 336Q: 3 clusters Score -1.401156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100735 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -14011568.000000 Penalty: 3770.569092
	Iteration 337Q: 3 clusters Score -1.401157e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -14011587.000000 Penalty: 3770.569092
	Iteration 338Q: 3 clusters Score -1.401159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100789 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -14011580.000000 Penalty: 3770.569092
	Iteration 339Q: 3 clusters Score -1.401158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -14011586.000000 Penalty: 3770.569092
	Iteration 340F: 3 clusters Score -1.401159e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -14011606.000000 Penalty: 3770.569092
	Iteration 341Q: 3 clusters Score -1.401161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -14011602.000000 Penalty: 3770.569092
	Iteration 342Q: 3 clusters Score -1.40116e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -14011596.000000 Penalty: 3770.569092
	Iteration 343Q: 3 clusters Score -1.40116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -14011609.000000 Penalty: 3770.569092
	Iteration 344Q: 3 clusters Score -1.401161e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -14011606.000000 Penalty: 3770.569092
	Iteration 345Q: 3 clusters Score -1.401161e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101004 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -14011618.000000 Penalty: 3770.569092
	Iteration 346Q: 3 clusters Score -1.401162e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -14011637.000000 Penalty: 3770.569092
	Iteration 347Q: 3 clusters Score -1.401164e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -14011634.000000 Penalty: 3770.569092
	Iteration 348Q: 3 clusters Score -1.401163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -14011646.000000 Penalty: 3770.569092
	Iteration 349Q: 3 clusters Score -1.401165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -14011654.000000 Penalty: 3770.569092
	Iteration 350Q: 3 clusters Score -1.401165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -14011672.000000 Penalty: 3770.569092
	Iteration 351Q: 3 clusters Score -1.401167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -14011660.000000 Penalty: 3770.569092
	Iteration 352Q: 3 clusters Score -1.401166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101192 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -14011641.000000 Penalty: 3770.569092
	Iteration 353Q: 3 clusters Score -1.401164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101199 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -14011648.000000 Penalty: 3770.569092
	Iteration 354Q: 3 clusters Score -1.401165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -14011651.000000 Penalty: 3770.569092
	Iteration 355Q: 3 clusters Score -1.401165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -14011651.000000 Penalty: 3770.569092
	Iteration 356Q: 3 clusters Score -1.401165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -14011641.000000 Penalty: 3770.569092
	Iteration 357Q: 3 clusters Score -1.401164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -14011641.000000 Penalty: 3770.569092
	Iteration 358Q: 3 clusters Score -1.401164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -14011645.000000 Penalty: 3770.569092
	Iteration 359Q: 3 clusters Score -1.401164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -14011658.000000 Penalty: 3770.569092
	Iteration 360F: 3 clusters Score -1.401166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -14011654.000000 Penalty: 3770.569092
	Iteration 361Q: 3 clusters Score -1.401165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -14011646.000000 Penalty: 3770.569092
	Iteration 362Q: 3 clusters Score -1.401165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101354 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -14011646.000000 Penalty: 3770.569092
	Iteration 363Q: 3 clusters Score -1.401165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -14011666.000000 Penalty: 3770.569092
	Iteration 364Q: 3 clusters Score -1.401167e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -14011669.000000 Penalty: 3770.569092
	Iteration 365Q: 3 clusters Score -1.401167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -14011661.000000 Penalty: 3770.569092
	Iteration 366Q: 3 clusters Score -1.401166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -14011674.000000 Penalty: 3770.569092
	Iteration 367Q: 3 clusters Score -1.401167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -14011669.000000 Penalty: 3770.569092
	Iteration 368Q: 3 clusters Score -1.401167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -14011679.000000 Penalty: 3770.569092
	Iteration 369Q: 3 clusters Score -1.401168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101477 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -14011667.000000 Penalty: 3770.569092
	Iteration 370Q: 3 clusters Score -1.401167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -14011666.000000 Penalty: 3770.569092
	Iteration 371Q: 3 clusters Score -1.401167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101500 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -14011663.000000 Penalty: 3770.569092
	Iteration 372Q: 3 clusters Score -1.401166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101511 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -14011681.000000 Penalty: 3770.569092
	Iteration 373Q: 3 clusters Score -1.401168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101524 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -14011669.000000 Penalty: 3770.569092
	Iteration 374Q: 3 clusters Score -1.401167e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -14011688.000000 Penalty: 3770.569092
	Iteration 375Q: 3 clusters Score -1.401169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -14011687.000000 Penalty: 3770.569092
	Iteration 376Q: 3 clusters Score -1.401169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101549 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -14011684.000000 Penalty: 3770.569092
	Iteration 377Q: 3 clusters Score -1.401168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -14011677.000000 Penalty: 3770.569092
	Iteration 378Q: 3 clusters Score -1.401168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101549 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -14011677.000000 Penalty: 3770.569092
	Iteration 379Q: 3 clusters Score -1.401168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -14011680.000000 Penalty: 3770.569092
	Iteration 380F: 3 clusters Score -1.401168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -14011681.000000 Penalty: 3770.569092
	Iteration 381Q: 3 clusters Score -1.401168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -14011681.000000 Penalty: 3770.569092
	Iteration 382F: 3 clusters Score -1.401168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 17836 members 
Mstep: Class 3 contains 97292 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 101053 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 54478 members 
Mstep: Class 9 contains 357 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 191 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 14 contains 7737 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 18 contains 45996 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 101552 members 
Entering Unmasked Estep 
Score: -69483088.000000 Penalty: 38670.171875
Splitting cluster 22 changes total score from -69481168.000000 to -69483088.000000
So it's getting split into cluster 14.
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 17836 members 
Mstep: Class 3 contains 97292 members 
Mstep: Class 6 contains 101053 members 
Mstep: Class 8 contains 54478 members 
Mstep: Class 9 contains 357 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 191 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 18 contains 45996 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 101552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69485656.000000 Penalty: 38670.171875
Iteration 39Q: 19 clusters Score -6.948566e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 106153 members 
Mstep: Class 2 contains 17634 members 
Mstep: Class 3 contains 95669 members 
Mstep: Class 4 contains 6934 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 102549 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 54458 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 260 members 
Mstep: Class 11 contains 1394 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 7165 members 
Mstep: Class 14 contains 7746 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 18 contains 46204 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 101056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69488680.000000 Penalty: 38670.171875
Iteration 40F: 19 clusters Score -6.948868e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 94567 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 413 members 
Mstep: Class 6 contains 102829 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 54405 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 1370 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 8427 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 18 contains 46421 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 100630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69490624.000000 Penalty: 38670.171875
Iteration 41Q: 19 clusters Score -6.949062e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 17367 members 
Mstep: Class 3 contains 93677 members 
Mstep: Class 4 contains 8253 members 
Mstep: Class 5 contains 423 members 
Mstep: Class 6 contains 102904 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 54381 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 242 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 9021 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 46639 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 100567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69491944.000000 Penalty: 38670.171875
Iteration 42Q: 19 clusters Score -6.949194e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 17252 members 
Mstep: Class 3 contains 92961 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 102767 members 
Mstep: Class 7 contains 817 members 
Mstep: Class 8 contains 54349 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 1346 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 9663 members 
Mstep: Class 16 contains 202 members 
Mstep: Class 18 contains 46851 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 100560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69492592.000000 Penalty: 38670.171875
Iteration 43Q: 19 clusters Score -6.949259e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 105462 members 
Mstep: Class 2 contains 17141 members 
Mstep: Class 3 contains 92380 members 
Mstep: Class 4 contains 9091 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 102617 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 54271 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 246 members 
Mstep: Class 11 contains 1327 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 13 contains 6535 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 47054 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 100548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69493192.000000 Penalty: 38670.171875
Iteration 44Q: 19 clusters Score -6.949319e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 17040 members 
Mstep: Class 3 contains 91923 members 
Mstep: Class 4 contains 9426 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 102441 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 54137 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 1307 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 10986 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 18 contains 47239 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 100471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69493704.000000 Penalty: 38670.171875
Iteration 45Q: 19 clusters Score -6.94937e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 105056 members 
Mstep: Class 2 contains 16980 members 
Mstep: Class 3 contains 91501 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 102275 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 54008 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 11689 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 18 contains 47418 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 100296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69494312.000000 Penalty: 38670.171875
Iteration 46Q: 19 clusters Score -6.949431e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 16920 members 
Mstep: Class 3 contains 91167 members 
Mstep: Class 4 contains 9994 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 102042 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 53860 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 12393 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 47602 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 100116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69494280.000000 Penalty: 38670.171875
Iteration 47Q: 19 clusters Score -6.949428e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 16845 members 
Mstep: Class 3 contains 90887 members 
Mstep: Class 4 contains 10225 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 101824 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 53696 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6366 members 
Mstep: Class 14 contains 13161 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 47783 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 99840 members 
Entering Unmasked Estep 
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Score: -69494808.000000 Penalty: 38670.171875
Iteration 48Q: 19 clusters Score -6.949481e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 16776 members 
Mstep: Class 3 contains 90698 members 
Mstep: Class 4 contains 10420 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 101566 members 
Mstep: Class 7 contains 859 members 
Mstep: Class 8 contains 53519 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 13920 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 47967 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 99596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69495384.000000 Penalty: 38670.171875
Iteration 49Q: 19 clusters Score -6.949538e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 16701 members 
Mstep: Class 3 contains 90503 members 
Mstep: Class 4 contains 10586 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 101292 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 53302 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1285 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 14727 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48131 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 99397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 19 clusters Score -6.94961e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 104249 members 
Mstep: Class 2 contains 16613 members 
Mstep: Class 3 contains 90404 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 100957 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 53075 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6310 members 
Mstep: Class 14 contains 15539 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48271 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 99213 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -6.949674e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 104119 members 
Mstep: Class 2 contains 16525 members 
Mstep: Class 3 contains 90358 members 
Mstep: Class 4 contains 10876 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 100655 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 52858 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1277 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6273 members 
Mstep: Class 14 contains 16350 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48388 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 98982 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -6.949704e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 16428 members 
Mstep: Class 3 contains 90319 members 
Mstep: Class 4 contains 10988 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 100382 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 52695 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6256 members 
Mstep: Class 14 contains 17181 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48494 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 98656 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -6.949727e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 16321 members 
Mstep: Class 3 contains 90330 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 100121 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 52548 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48577 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 98231 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -6.949745e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 16193 members 
Mstep: Class 3 contains 90394 members 
Mstep: Class 4 contains 11188 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 99928 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 52333 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6246 members 
Mstep: Class 14 contains 18961 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48648 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 97757 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -6.949778e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 16067 members 
Mstep: Class 3 contains 90534 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 99811 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 52156 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1262 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6246 members 
Mstep: Class 14 contains 19821 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48706 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 97233 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -6.949807e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 15934 members 
Mstep: Class 3 contains 90692 members 
Mstep: Class 4 contains 11357 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 99700 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 51983 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1257 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 20594 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48750 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 96740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69498400.000000 Penalty: 38670.171875
Iteration 57Q: 19 clusters Score -6.94984e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 15775 members 
Mstep: Class 3 contains 90864 members 
Mstep: Class 4 contains 11441 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 99565 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 51817 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 210 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 21408 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48786 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 96210 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 19 clusters Score -6.949871e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 15637 members 
Mstep: Class 3 contains 90988 members 
Mstep: Class 4 contains 11516 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 99443 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 51660 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 210 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 22185 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48786 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 95816 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 19 clusters Score -6.949875e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 15493 members 
Mstep: Class 3 contains 91015 members 
Mstep: Class 4 contains 11575 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 99331 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 51498 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 1251 members 
Mstep: Class 12 contains 210 members 
Mstep: Class 13 contains 6209 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 18 contains 48775 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 95614 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 19 clusters Score -6.949922e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 91012 members 
Mstep: Class 4 contains 11648 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 99235 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 51318 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 23803 members 
Mstep: Class 16 contains 204 members 
Mstep: Class 18 contains 48735 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 95287 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 19 clusters Score -6.94999e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 15248 members 
Mstep: Class 3 contains 91050 members 
Mstep: Class 4 contains 11713 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 99096 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 51155 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 24704 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 48711 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 94857 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -6.950052e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 15143 members 
Mstep: Class 3 contains 91067 members 
Mstep: Class 4 contains 11762 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 98948 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 50987 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 13 contains 6179 members 
Mstep: Class 14 contains 25599 members 
Mstep: Class 16 contains 210 members 
Mstep: Class 18 contains 48681 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 94456 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -6.950106e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 91117 members 
Mstep: Class 4 contains 11802 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 98761 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 50807 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 1237 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6189 members 
Mstep: Class 14 contains 26543 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 18 contains 48657 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 94043 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 19 clusters Score -6.950174e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 102354 members 
Mstep: Class 2 contains 14942 members 
Mstep: Class 3 contains 91141 members 
Mstep: Class 4 contains 11825 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 98591 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 50637 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1230 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 27482 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48617 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 93687 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -6.950251e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 14841 members 
Mstep: Class 3 contains 91165 members 
Mstep: Class 4 contains 11842 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 98415 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 50481 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1227 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 28371 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48586 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 93389 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -6.950279e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 14722 members 
Mstep: Class 3 contains 91174 members 
Mstep: Class 4 contains 11837 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 98246 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 50342 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6196 members 
Mstep: Class 14 contains 29234 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48544 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 93126 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -6.950302e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 14610 members 
Mstep: Class 3 contains 91114 members 
Mstep: Class 4 contains 11833 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 98048 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 50214 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6205 members 
Mstep: Class 14 contains 30150 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48507 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 92804 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -6.95035e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101920 members 
Mstep: Class 2 contains 14519 members 
Mstep: Class 3 contains 91027 members 
Mstep: Class 4 contains 11829 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 97832 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 50123 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 31052 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48468 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 92500 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -6.950397e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 14433 members 
Mstep: Class 3 contains 90926 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 97639 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 50055 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 31953 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48448 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 92138 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -6.950429e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 90847 members 
Mstep: Class 4 contains 11777 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 97432 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 49958 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6203 members 
Mstep: Class 14 contains 32834 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48428 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 91810 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -6.950469e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101787 members 
Mstep: Class 2 contains 14278 members 
Mstep: Class 3 contains 90772 members 
Mstep: Class 4 contains 11746 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 97242 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 49851 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 33730 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48410 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 91460 members 
Entering Unmasked Estep 
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Iteration 72Q: 19 clusters Score -6.950502e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 14218 members 
Mstep: Class 3 contains 90680 members 
Mstep: Class 4 contains 11731 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 97028 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 49762 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1223 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 34602 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48399 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 91085 members 
Entering Unmasked Estep 
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Iteration 73Q: 19 clusters Score -6.950529e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 14144 members 
Mstep: Class 3 contains 90646 members 
Mstep: Class 4 contains 11706 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 96825 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 49676 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1223 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6239 members 
Mstep: Class 14 contains 35380 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48387 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 90720 members 
Entering Unmasked Estep 
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Iteration 74Q: 19 clusters Score -6.95055e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101741 members 
Mstep: Class 2 contains 14066 members 
Mstep: Class 3 contains 90658 members 
Mstep: Class 4 contains 11685 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 96636 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 49610 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 36103 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48379 members 
Mstep: Class 21 contains 2371 members 
Mstep: Class 22 contains 90375 members 
Entering Unmasked Estep 
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Iteration 75Q: 19 clusters Score -6.95059e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101670 members 
Mstep: Class 2 contains 13990 members 
Mstep: Class 3 contains 90684 members 
Mstep: Class 4 contains 11650 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 96417 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 49577 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6268 members 
Mstep: Class 14 contains 36840 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48383 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 90031 members 
Entering Unmasked Estep 
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Iteration 76Q: 19 clusters Score -6.95062e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 13927 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 96198 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 49537 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6274 members 
Mstep: Class 14 contains 37601 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48365 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 89652 members 
Entering Unmasked Estep 
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Iteration 77Q: 19 clusters Score -6.950662e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 101582 members 
Mstep: Class 2 contains 13860 members 
Mstep: Class 3 contains 90770 members 
Mstep: Class 4 contains 11572 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 96010 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 49517 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1216 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6281 members 
Mstep: Class 14 contains 38312 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48343 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 89261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506712.000000 Penalty: 38670.171875
Iteration 78Q: 19 clusters Score -6.950671e+07 nChanged 2396
Entering ConstructFrom: 
Score: -69506712.000000 Penalty: 38670.171875
Entering ConstructFrom: 
Trying to split cluster 1 (101574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Entering Unmasked Estep 
Score: -13032670.000000 Penalty: 1873.388184
	Iteration 0F: 2 clusters Score -1.303267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -12968376.000000 Penalty: 3746.776367
	Iteration 0F: 3 clusters Score -1.296838e+07 nChanged 48420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -12996390.000000 Penalty: 3746.776367
	Iteration 1F: 3 clusters Score -1.299639e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -12997188.000000 Penalty: 3746.776367
	Iteration 2Q: 3 clusters Score -1.299719e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -12998126.000000 Penalty: 3746.776367
	Iteration 3Q: 3 clusters Score -1.299813e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -12999407.000000 Penalty: 3746.776367
	Iteration 4Q: 3 clusters Score -1.299941e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -13001126.000000 Penalty: 3746.776367
	Iteration 5Q: 3 clusters Score -1.300113e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -13003938.000000 Penalty: 3746.776367
	Iteration 6Q: 3 clusters Score -1.300394e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -13007384.000000 Penalty: 3746.776367
	Iteration 7F: 3 clusters Score -1.300738e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -13011792.000000 Penalty: 3746.776367
	Iteration 8F: 3 clusters Score -1.301179e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -13016532.000000 Penalty: 3746.776367
	Iteration 9F: 3 clusters Score -1.301653e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -13020210.000000 Penalty: 3746.776367
	Iteration 10F: 3 clusters Score -1.302021e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -13022317.000000 Penalty: 3746.776367
	Iteration 11Q: 3 clusters Score -1.302232e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -13023425.000000 Penalty: 3746.776367
	Iteration 12Q: 3 clusters Score -1.302342e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -13024290.000000 Penalty: 3746.776367
	Iteration 13Q: 3 clusters Score -1.302429e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -13025045.000000 Penalty: 3746.776367
	Iteration 14Q: 3 clusters Score -1.302504e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -13025970.000000 Penalty: 3746.776367
	Iteration 15Q: 3 clusters Score -1.302597e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -13026914.000000 Penalty: 3746.776367
	Iteration 16Q: 3 clusters Score -1.302691e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -13027736.000000 Penalty: 3746.776367
	Iteration 17Q: 3 clusters Score -1.302774e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -13028544.000000 Penalty: 3746.776367
	Iteration 18Q: 3 clusters Score -1.302854e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -13029256.000000 Penalty: 3746.776367
	Iteration 19Q: 3 clusters Score -1.302926e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -13029861.000000 Penalty: 3746.776367
	Iteration 20F: 3 clusters Score -1.302986e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -13030317.000000 Penalty: 3746.776367
	Iteration 21Q: 3 clusters Score -1.303032e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -13030756.000000 Penalty: 3746.776367
	Iteration 22Q: 3 clusters Score -1.303076e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -13031158.000000 Penalty: 3746.776367
	Iteration 23Q: 3 clusters Score -1.303116e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -13031578.000000 Penalty: 3746.776367
	Iteration 24Q: 3 clusters Score -1.303158e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -13031975.000000 Penalty: 3746.776367
	Iteration 25Q: 3 clusters Score -1.303198e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -13032411.000000 Penalty: 3746.776367
	Iteration 26Q: 3 clusters Score -1.303241e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -13032810.000000 Penalty: 3746.776367
	Iteration 27Q: 3 clusters Score -1.303281e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -13033213.000000 Penalty: 3746.776367
	Iteration 28Q: 3 clusters Score -1.303321e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -13033490.000000 Penalty: 3746.776367
	Iteration 29Q: 3 clusters Score -1.303349e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -13033768.000000 Penalty: 3746.776367
	Iteration 30Q: 3 clusters Score -1.303377e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -13034035.000000 Penalty: 3746.776367
	Iteration 31Q: 3 clusters Score -1.303404e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -13034165.000000 Penalty: 3746.776367
	Iteration 32Q: 3 clusters Score -1.303416e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -13034313.000000 Penalty: 3746.776367
	Iteration 33Q: 3 clusters Score -1.303431e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -13034420.000000 Penalty: 3746.776367
	Iteration 34Q: 3 clusters Score -1.303442e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -13034497.000000 Penalty: 3746.776367
	Iteration 35Q: 3 clusters Score -1.30345e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -13034546.000000 Penalty: 3746.776367
	Iteration 36Q: 3 clusters Score -1.303455e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -13034631.000000 Penalty: 3746.776367
	Iteration 37Q: 3 clusters Score -1.303463e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -13034647.000000 Penalty: 3746.776367
	Iteration 38Q: 3 clusters Score -1.303465e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -13034670.000000 Penalty: 3746.776367
	Iteration 39Q: 3 clusters Score -1.303467e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -13034706.000000 Penalty: 3746.776367
	Iteration 40F: 3 clusters Score -1.303471e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -13034723.000000 Penalty: 3746.776367
	Iteration 41Q: 3 clusters Score -1.303472e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -13034764.000000 Penalty: 3746.776367
	Iteration 42Q: 3 clusters Score -1.303476e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -13034760.000000 Penalty: 3746.776367
	Iteration 43Q: 3 clusters Score -1.303476e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 58554 members 
Entering Unmasked Estep 
Score: -13034747.000000 Penalty: 3746.776367
	Iteration 44Q: 3 clusters Score -1.303475e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -13034755.000000 Penalty: 3746.776367
	Iteration 45Q: 3 clusters Score -1.303476e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -13034757.000000 Penalty: 3746.776367
	Iteration 46Q: 3 clusters Score -1.303476e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -13034781.000000 Penalty: 3746.776367
	Iteration 47Q: 3 clusters Score -1.303478e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -13034782.000000 Penalty: 3746.776367
	Iteration 48Q: 3 clusters Score -1.303478e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -13034767.000000 Penalty: 3746.776367
	Iteration 49Q: 3 clusters Score -1.303477e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -13034772.000000 Penalty: 3746.776367
	Iteration 50Q: 3 clusters Score -1.303477e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -13034781.000000 Penalty: 3746.776367
	Iteration 51Q: 3 clusters Score -1.303478e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -13034774.000000 Penalty: 3746.776367
	Iteration 52Q: 3 clusters Score -1.303477e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -13034789.000000 Penalty: 3746.776367
	Iteration 53Q: 3 clusters Score -1.303479e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -13034787.000000 Penalty: 3746.776367
	Iteration 54Q: 3 clusters Score -1.303479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -13034804.000000 Penalty: 3746.776367
	Iteration 55Q: 3 clusters Score -1.30348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -13034791.000000 Penalty: 3746.776367
	Iteration 56Q: 3 clusters Score -1.303479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -13034793.000000 Penalty: 3746.776367
	Iteration 57Q: 3 clusters Score -1.303479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -13034793.000000 Penalty: 3746.776367
	Iteration 58Q: 3 clusters Score -1.303479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -13034801.000000 Penalty: 3746.776367
	Iteration 59Q: 3 clusters Score -1.30348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -13034804.000000 Penalty: 3746.776367
	Iteration 60F: 3 clusters Score -1.30348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -13034796.000000 Penalty: 3746.776367
	Iteration 61Q: 3 clusters Score -1.30348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -13034803.000000 Penalty: 3746.776367
	Iteration 62Q: 3 clusters Score -1.30348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -13034819.000000 Penalty: 3746.776367
	Iteration 63Q: 3 clusters Score -1.303482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -13034816.000000 Penalty: 3746.776367
	Iteration 64Q: 3 clusters Score -1.303482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -13034806.000000 Penalty: 3746.776367
	Iteration 65Q: 3 clusters Score -1.303481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -13034802.000000 Penalty: 3746.776367
	Iteration 66Q: 3 clusters Score -1.30348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -13034787.000000 Penalty: 3746.776367
	Iteration 67Q: 3 clusters Score -1.303479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -13034789.000000 Penalty: 3746.776367
	Iteration 68Q: 3 clusters Score -1.303479e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -13034804.000000 Penalty: 3746.776367
	Iteration 69Q: 3 clusters Score -1.30348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -13034798.000000 Penalty: 3746.776367
	Iteration 70Q: 3 clusters Score -1.30348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -13034786.000000 Penalty: 3746.776367
	Iteration 71Q: 3 clusters Score -1.303479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -13034781.000000 Penalty: 3746.776367
	Iteration 72Q: 3 clusters Score -1.303478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -13034790.000000 Penalty: 3746.776367
	Iteration 73Q: 3 clusters Score -1.303479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -13034787.000000 Penalty: 3746.776367
	Iteration 74Q: 3 clusters Score -1.303479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -13034800.000000 Penalty: 3746.776367
	Iteration 75Q: 3 clusters Score -1.30348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -13034797.000000 Penalty: 3746.776367
	Iteration 76Q: 3 clusters Score -1.30348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -13034795.000000 Penalty: 3746.776367
	Iteration 77Q: 3 clusters Score -1.30348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -13034799.000000 Penalty: 3746.776367
	Iteration 78Q: 3 clusters Score -1.30348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -13034796.000000 Penalty: 3746.776367
	Iteration 79Q: 3 clusters Score -1.30348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -13034789.000000 Penalty: 3746.776367
	Iteration 80F: 3 clusters Score -1.303479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -13034794.000000 Penalty: 3746.776367
	Iteration 81Q: 3 clusters Score -1.303479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -13034812.000000 Penalty: 3746.776367
	Iteration 82Q: 3 clusters Score -1.303481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -13034815.000000 Penalty: 3746.776367
	Iteration 83Q: 3 clusters Score -1.303482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -13034822.000000 Penalty: 3746.776367
	Iteration 84Q: 3 clusters Score -1.303482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -13034820.000000 Penalty: 3746.776367
	Iteration 85Q: 3 clusters Score -1.303482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -13034820.000000 Penalty: 3746.776367
	Iteration 86F: 3 clusters Score -1.303482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 13815 members 
Mstep: Class 3 contains 90811 members 
Mstep: Class 4 contains 11547 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 95853 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 49500 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 38954 members 
Mstep: Class 15 contains 59758 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48314 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 88875 members 
Entering Unmasked Estep 
Score: -69508600.000000 Penalty: 40818.515625
Splitting cluster 1 changes total score from -69506712.000000 to -69508600.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 2 (13815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Entering Unmasked Estep 
Score: -1742370.875000 Penalty: 1549.195435
	Iteration 0F: 2 clusters Score -1742371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1732797.500000 Penalty: 3098.390869
	Iteration 0F: 3 clusters Score -1732798 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1735937.375000 Penalty: 3098.390869
	Iteration 1F: 3 clusters Score -1735937 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1736218.250000 Penalty: 3098.390869
	Iteration 2F: 3 clusters Score -1736218 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1736445.625000 Penalty: 3098.390869
	Iteration 3Q: 3 clusters Score -1736446 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1736629.625000 Penalty: 3098.390869
	Iteration 4Q: 3 clusters Score -1736630 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1736807.125000 Penalty: 3098.390869
	Iteration 5Q: 3 clusters Score -1736807 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1736967.375000 Penalty: 3098.390869
	Iteration 6Q: 3 clusters Score -1736967 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1737138.625000 Penalty: 3098.390869
	Iteration 7Q: 3 clusters Score -1737139 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1737325.000000 Penalty: 3098.390869
	Iteration 8Q: 3 clusters Score -1737325 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1737520.875000 Penalty: 3098.390869
	Iteration 9Q: 3 clusters Score -1737521 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1737715.375000 Penalty: 3098.390869
	Iteration 10Q: 3 clusters Score -1737715 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1737940.375000 Penalty: 3098.390869
	Iteration 11Q: 3 clusters Score -1737940 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1738208.000000 Penalty: 3098.390869
	Iteration 12Q: 3 clusters Score -1738208 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1738545.625000 Penalty: 3098.390869
	Iteration 13Q: 3 clusters Score -1738546 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1738934.500000 Penalty: 3098.390869
	Iteration 14Q: 3 clusters Score -1738934 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1739330.250000 Penalty: 3098.390869
	Iteration 15Q: 3 clusters Score -1739330 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1739655.000000 Penalty: 3098.390869
	Iteration 16Q: 3 clusters Score -1739655 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1739908.625000 Penalty: 3098.390869
	Iteration 17Q: 3 clusters Score -1739909 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1740134.125000 Penalty: 3098.390869
	Iteration 18Q: 3 clusters Score -1740134 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1740312.250000 Penalty: 3098.390869
	Iteration 19Q: 3 clusters Score -1740312 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1740471.375000 Penalty: 3098.390869
	Iteration 20F: 3 clusters Score -1740471 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1740611.125000 Penalty: 3098.390869
	Iteration 21Q: 3 clusters Score -1740611 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1740722.750000 Penalty: 3098.390869
	Iteration 22Q: 3 clusters Score -1740723 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1740803.875000 Penalty: 3098.390869
	Iteration 23Q: 3 clusters Score -1740804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1740863.500000 Penalty: 3098.390869
	Iteration 24Q: 3 clusters Score -1740864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1740903.875000 Penalty: 3098.390869
	Iteration 25Q: 3 clusters Score -1740904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1740920.250000 Penalty: 3098.390869
	Iteration 26Q: 3 clusters Score -1740920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1740933.625000 Penalty: 3098.390869
	Iteration 27Q: 3 clusters Score -1740934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1740950.250000 Penalty: 3098.390869
	Iteration 28Q: 3 clusters Score -1740950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1740965.875000 Penalty: 3098.390869
	Iteration 29Q: 3 clusters Score -1740966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1740977.000000 Penalty: 3098.390869
	Iteration 30Q: 3 clusters Score -1740977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1740985.250000 Penalty: 3098.390869
	Iteration 31Q: 3 clusters Score -1740985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1740989.125000 Penalty: 3098.390869
	Iteration 32Q: 3 clusters Score -1740989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1740989.625000 Penalty: 3098.390869
	Iteration 33Q: 3 clusters Score -1740990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1740991.125000 Penalty: 3098.390869
	Iteration 34Q: 3 clusters Score -1740991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1740993.250000 Penalty: 3098.390869
	Iteration 35Q: 3 clusters Score -1740993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1740996.875000 Penalty: 3098.390869
	Iteration 36Q: 3 clusters Score -1740997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1741001.625000 Penalty: 3098.390869
	Iteration 37Q: 3 clusters Score -1741002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1741001.000000 Penalty: 3098.390869
	Iteration 38Q: 3 clusters Score -1741001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1741002.750000 Penalty: 3098.390869
	Iteration 39Q: 3 clusters Score -1741003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1741002.750000 Penalty: 3098.390869
	Iteration 40F: 3 clusters Score -1741003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Entering Unmasked Estep 
Score: -11662959.000000 Penalty: 1855.187012
	Iteration 0F: 2 clusters Score -1.166296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -11602909.000000 Penalty: 3710.374023
	Iteration 0F: 3 clusters Score -1.160291e+07 nChanged 43294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -11627947.000000 Penalty: 3710.374023
	Iteration 1F: 3 clusters Score -1.162795e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -11628585.000000 Penalty: 3710.374023
	Iteration 2Q: 3 clusters Score -1.162858e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -11629388.000000 Penalty: 3710.374023
	Iteration 3Q: 3 clusters Score -1.162939e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -11630108.000000 Penalty: 3710.374023
	Iteration 4Q: 3 clusters Score -1.163011e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -11631138.000000 Penalty: 3710.374023
	Iteration 5Q: 3 clusters Score -1.163114e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -11632543.000000 Penalty: 3710.374023
	Iteration 6Q: 3 clusters Score -1.163254e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -11634864.000000 Penalty: 3710.374023
	Iteration 7Q: 3 clusters Score -1.163486e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -11638232.000000 Penalty: 3710.374023
	Iteration 8F: 3 clusters Score -1.163823e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -11642632.000000 Penalty: 3710.374023
	Iteration 9F: 3 clusters Score -1.164263e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -11647218.000000 Penalty: 3710.374023
	Iteration 10F: 3 clusters Score -1.164722e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -11651012.000000 Penalty: 3710.374023
	Iteration 11F: 3 clusters Score -1.165101e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -11653576.000000 Penalty: 3710.374023
	Iteration 12Q: 3 clusters Score -1.165358e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -11655266.000000 Penalty: 3710.374023
	Iteration 13Q: 3 clusters Score -1.165527e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -11656555.000000 Penalty: 3710.374023
	Iteration 14Q: 3 clusters Score -1.165656e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 84400 members 
Entering Unmasked Estep 
Score: -11657481.000000 Penalty: 3710.374023
	Iteration 15Q: 3 clusters Score -1.165748e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -11658267.000000 Penalty: 3710.374023
	Iteration 16Q: 3 clusters Score -1.165827e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -11658817.000000 Penalty: 3710.374023
	Iteration 17Q: 3 clusters Score -1.165882e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -11659418.000000 Penalty: 3710.374023
	Iteration 18Q: 3 clusters Score -1.165942e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -11659892.000000 Penalty: 3710.374023
	Iteration 19Q: 3 clusters Score -1.165989e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -11660240.000000 Penalty: 3710.374023
	Iteration 20F: 3 clusters Score -1.166024e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -11660520.000000 Penalty: 3710.374023
	Iteration 21Q: 3 clusters Score -1.166052e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -11660707.000000 Penalty: 3710.374023
	Iteration 22Q: 3 clusters Score -1.166071e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -11660860.000000 Penalty: 3710.374023
	Iteration 23Q: 3 clusters Score -1.166086e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -11660972.000000 Penalty: 3710.374023
	Iteration 24Q: 3 clusters Score -1.166097e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -11661086.000000 Penalty: 3710.374023
	Iteration 25Q: 3 clusters Score -1.166109e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -11661145.000000 Penalty: 3710.374023
	Iteration 26Q: 3 clusters Score -1.166114e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -11661187.000000 Penalty: 3710.374023
	Iteration 27Q: 3 clusters Score -1.166119e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -11661241.000000 Penalty: 3710.374023
	Iteration 28Q: 3 clusters Score -1.166124e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
Score: -11661245.000000 Penalty: 3710.374023
	Iteration 29Q: 3 clusters Score -1.166124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -11661259.000000 Penalty: 3710.374023
	Iteration 30Q: 3 clusters Score -1.166126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -11661266.000000 Penalty: 3710.374023
	Iteration 31Q: 3 clusters Score -1.166127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -11661280.000000 Penalty: 3710.374023
	Iteration 32Q: 3 clusters Score -1.166128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -11661271.000000 Penalty: 3710.374023
	Iteration 33Q: 3 clusters Score -1.166127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -11661284.000000 Penalty: 3710.374023
	Iteration 34Q: 3 clusters Score -1.166128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -11661297.000000 Penalty: 3710.374023
	Iteration 35Q: 3 clusters Score -1.16613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -11661294.000000 Penalty: 3710.374023
	Iteration 36Q: 3 clusters Score -1.166129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -11661288.000000 Penalty: 3710.374023
	Iteration 37Q: 3 clusters Score -1.166129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -11661290.000000 Penalty: 3710.374023
	Iteration 38Q: 3 clusters Score -1.166129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 90119 members 
Entering Unmasked Estep 
Score: -11661298.000000 Penalty: 3710.374023
	Iteration 39Q: 3 clusters Score -1.16613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -11661295.000000 Penalty: 3710.374023
	Iteration 40F: 3 clusters Score -1.16613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -11661309.000000 Penalty: 3710.374023
	Iteration 41Q: 3 clusters Score -1.166131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -11661313.000000 Penalty: 3710.374023
	Iteration 42Q: 3 clusters Score -1.166131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 90131 members 
Entering Unmasked Estep 
Score: -11661314.000000 Penalty: 3710.374023
	Iteration 43Q: 3 clusters Score -1.166131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -11661308.000000 Penalty: 3710.374023
	Iteration 44Q: 3 clusters Score -1.166131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -11661312.000000 Penalty: 3710.374023
	Iteration 45Q: 3 clusters Score -1.166131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -11661312.000000 Penalty: 3710.374023
	Iteration 46Q: 3 clusters Score -1.166131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -11661314.000000 Penalty: 3710.374023
	Iteration 47Q: 3 clusters Score -1.166131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -11661317.000000 Penalty: 3710.374023
	Iteration 48Q: 3 clusters Score -1.166132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -11661319.000000 Penalty: 3710.374023
	Iteration 49Q: 3 clusters Score -1.166132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 90135 members 
Entering Unmasked Estep 
Score: -11661320.000000 Penalty: 3710.374023
	Iteration 50Q: 3 clusters Score -1.166132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -11661325.000000 Penalty: 3710.374023
	Iteration 51Q: 3 clusters Score -1.166132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -11661322.000000 Penalty: 3710.374023
	Iteration 52Q: 3 clusters Score -1.166132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -11661328.000000 Penalty: 3710.374023
	Iteration 53Q: 3 clusters Score -1.166133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 90143 members 
Entering Unmasked Estep 
Score: -11661317.000000 Penalty: 3710.374023
	Iteration 54Q: 3 clusters Score -1.166132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -11661331.000000 Penalty: 3710.374023
	Iteration 55Q: 3 clusters Score -1.166133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -11661321.000000 Penalty: 3710.374023
	Iteration 56Q: 3 clusters Score -1.166132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 90167 members 
Entering Unmasked Estep 
Score: -11661339.000000 Penalty: 3710.374023
	Iteration 57Q: 3 clusters Score -1.166134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -11661328.000000 Penalty: 3710.374023
	Iteration 58Q: 3 clusters Score -1.166133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -11661326.000000 Penalty: 3710.374023
	Iteration 59Q: 3 clusters Score -1.166133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -11661325.000000 Penalty: 3710.374023
	Iteration 60F: 3 clusters Score -1.166132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -11661330.000000 Penalty: 3710.374023
	Iteration 61Q: 3 clusters Score -1.166133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -11661337.000000 Penalty: 3710.374023
	Iteration 62Q: 3 clusters Score -1.166134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -11661337.000000 Penalty: 3710.374023
	Iteration 63Q: 3 clusters Score -1.166134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -11661343.000000 Penalty: 3710.374023
	Iteration 64Q: 3 clusters Score -1.166134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -11661343.000000 Penalty: 3710.374023
	Iteration 65F: 3 clusters Score -1.166134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Entering Unmasked Estep 
Score: -1473420.000000 Penalty: 1520.054443
	Iteration 0F: 2 clusters Score -1473420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1465282.375000 Penalty: 3040.108887
	Iteration 0F: 3 clusters Score -1465282 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1467925.000000 Penalty: 3040.108887
	Iteration 1F: 3 clusters Score -1467925 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1468199.000000 Penalty: 3040.108887
	Iteration 2F: 3 clusters Score -1468199 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1468454.750000 Penalty: 3040.108887
	Iteration 3F: 3 clusters Score -1468455 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1468718.625000 Penalty: 3040.108887
	Iteration 4Q: 3 clusters Score -1468719 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1468977.125000 Penalty: 3040.108887
	Iteration 5Q: 3 clusters Score -1468977 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1469203.500000 Penalty: 3040.108887
	Iteration 6Q: 3 clusters Score -1469204 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1469442.750000 Penalty: 3040.108887
	Iteration 7Q: 3 clusters Score -1469443 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1469675.125000 Penalty: 3040.108887
	Iteration 8Q: 3 clusters Score -1469675 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1469876.875000 Penalty: 3040.108887
	Iteration 9Q: 3 clusters Score -1469877 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1470108.125000 Penalty: 3040.108887
	Iteration 10Q: 3 clusters Score -1470108 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1470305.750000 Penalty: 3040.108887
	Iteration 11Q: 3 clusters Score -1470306 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1470453.750000 Penalty: 3040.108887
	Iteration 12Q: 3 clusters Score -1470454 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1470568.500000 Penalty: 3040.108887
	Iteration 13Q: 3 clusters Score -1470568 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1470647.250000 Penalty: 3040.108887
	Iteration 14Q: 3 clusters Score -1470647 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1470700.000000 Penalty: 3040.108887
	Iteration 15Q: 3 clusters Score -1470700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1470736.500000 Penalty: 3040.108887
	Iteration 16Q: 3 clusters Score -1470736 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1470771.000000 Penalty: 3040.108887
	Iteration 17Q: 3 clusters Score -1470771 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1470797.750000 Penalty: 3040.108887
	Iteration 18Q: 3 clusters Score -1470798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1470829.375000 Penalty: 3040.108887
	Iteration 19Q: 3 clusters Score -1470829 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1470861.625000 Penalty: 3040.108887
	Iteration 20F: 3 clusters Score -1470862 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1470887.625000 Penalty: 3040.108887
	Iteration 21Q: 3 clusters Score -1470888 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1470928.375000 Penalty: 3040.108887
	Iteration 22Q: 3 clusters Score -1470928 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1470971.500000 Penalty: 3040.108887
	Iteration 23Q: 3 clusters Score -1470972 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1471033.750000 Penalty: 3040.108887
	Iteration 24Q: 3 clusters Score -1471034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1471098.125000 Penalty: 3040.108887
	Iteration 25Q: 3 clusters Score -1471098 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1471158.750000 Penalty: 3040.108887
	Iteration 26Q: 3 clusters Score -1471159 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1471219.250000 Penalty: 3040.108887
	Iteration 27Q: 3 clusters Score -1471219 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1471281.875000 Penalty: 3040.108887
	Iteration 28Q: 3 clusters Score -1471282 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1471343.125000 Penalty: 3040.108887
	Iteration 29Q: 3 clusters Score -1471343 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1471400.375000 Penalty: 3040.108887
	Iteration 30Q: 3 clusters Score -1471400 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1471449.500000 Penalty: 3040.108887
	Iteration 31Q: 3 clusters Score -1471450 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1471494.250000 Penalty: 3040.108887
	Iteration 32Q: 3 clusters Score -1471494 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1471543.375000 Penalty: 3040.108887
	Iteration 33Q: 3 clusters Score -1471543 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1471599.000000 Penalty: 3040.108887
	Iteration 34Q: 3 clusters Score -1471599 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1471666.750000 Penalty: 3040.108887
	Iteration 35Q: 3 clusters Score -1471667 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1471732.250000 Penalty: 3040.108887
	Iteration 36Q: 3 clusters Score -1471732 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1471787.750000 Penalty: 3040.108887
	Iteration 37Q: 3 clusters Score -1471788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1471831.000000 Penalty: 3040.108887
	Iteration 38Q: 3 clusters Score -1471831 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1471872.375000 Penalty: 3040.108887
	Iteration 39Q: 3 clusters Score -1471872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1471919.250000 Penalty: 3040.108887
	Iteration 40F: 3 clusters Score -1471919 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1471958.125000 Penalty: 3040.108887
	Iteration 41Q: 3 clusters Score -1471958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1471980.625000 Penalty: 3040.108887
	Iteration 42Q: 3 clusters Score -1471981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1472004.375000 Penalty: 3040.108887
	Iteration 43Q: 3 clusters Score -1472004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1472025.500000 Penalty: 3040.108887
	Iteration 44Q: 3 clusters Score -1472026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1472041.500000 Penalty: 3040.108887
	Iteration 45Q: 3 clusters Score -1472042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1472053.375000 Penalty: 3040.108887
	Iteration 46Q: 3 clusters Score -1472053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1472058.875000 Penalty: 3040.108887
	Iteration 47Q: 3 clusters Score -1472059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1472066.375000 Penalty: 3040.108887
	Iteration 48Q: 3 clusters Score -1472066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1472068.250000 Penalty: 3040.108887
	Iteration 49Q: 3 clusters Score -1472068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1472073.375000 Penalty: 3040.108887
	Iteration 50Q: 3 clusters Score -1472073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1472078.625000 Penalty: 3040.108887
	Iteration 51Q: 3 clusters Score -1472079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1472082.875000 Penalty: 3040.108887
	Iteration 52Q: 3 clusters Score -1472083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1472088.250000 Penalty: 3040.108887
	Iteration 53Q: 3 clusters Score -1472088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1472092.125000 Penalty: 3040.108887
	Iteration 54Q: 3 clusters Score -1472092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1472095.750000 Penalty: 3040.108887
	Iteration 55Q: 3 clusters Score -1472096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1472099.625000 Penalty: 3040.108887
	Iteration 56Q: 3 clusters Score -1472100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1472104.750000 Penalty: 3040.108887
	Iteration 57Q: 3 clusters Score -1472105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1472107.500000 Penalty: 3040.108887
	Iteration 58Q: 3 clusters Score -1472108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1472106.750000 Penalty: 3040.108887
	Iteration 59Q: 3 clusters Score -1472107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1472106.375000 Penalty: 3040.108887
	Iteration 60F: 3 clusters Score -1472106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39579.214844 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -39579.21 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 223 members 
Entering Unmasked Estep 
Score: -38684.410156 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -38684.41 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38939.855469 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -38939.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39075.042969 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -39075.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39196.343750 Penalty: 1971.485229
	Iteration 3F: 3 clusters Score -39196.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39266.765625 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -39266.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39282.375000 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -39282.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39313.988281 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -39313.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39334.410156 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -39334.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39335.656250 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -39335.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39336.160156 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -39336.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39336.160156 Penalty: 1971.485229
	Iteration 10F: 3 clusters Score -39336.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (95853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Entering Unmasked Estep 
Score: -12303263.000000 Penalty: 1863.967896
	Iteration 0F: 2 clusters Score -1.230326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -12241284.000000 Penalty: 3727.935791
	Iteration 0F: 3 clusters Score -1.224128e+07 nChanged 45665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -12267615.000000 Penalty: 3727.935791
	Iteration 1F: 3 clusters Score -1.226762e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -12268199.000000 Penalty: 3727.935791
	Iteration 2Q: 3 clusters Score -1.22682e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -12268811.000000 Penalty: 3727.935791
	Iteration 3Q: 3 clusters Score -1.226881e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -12269536.000000 Penalty: 3727.935791
	Iteration 4Q: 3 clusters Score -1.226954e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -12270451.000000 Penalty: 3727.935791
	Iteration 5Q: 3 clusters Score -1.227045e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -12271386.000000 Penalty: 3727.935791
	Iteration 6Q: 3 clusters Score -1.227139e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -12272423.000000 Penalty: 3727.935791
	Iteration 7Q: 3 clusters Score -1.227242e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -12273806.000000 Penalty: 3727.935791
	Iteration 8Q: 3 clusters Score -1.227381e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -12275686.000000 Penalty: 3727.935791
	Iteration 9Q: 3 clusters Score -1.227569e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -12278428.000000 Penalty: 3727.935791
	Iteration 10Q: 3 clusters Score -1.227843e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -12281883.000000 Penalty: 3727.935791
	Iteration 11F: 3 clusters Score -1.228188e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -12285417.000000 Penalty: 3727.935791
	Iteration 12F: 3 clusters Score -1.228542e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -12288725.000000 Penalty: 3727.935791
	Iteration 13F: 3 clusters Score -1.228872e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -12290770.000000 Penalty: 3727.935791
	Iteration 14Q: 3 clusters Score -1.229077e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -12291722.000000 Penalty: 3727.935791
	Iteration 15Q: 3 clusters Score -1.229172e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -12292368.000000 Penalty: 3727.935791
	Iteration 16Q: 3 clusters Score -1.229237e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -12292951.000000 Penalty: 3727.935791
	Iteration 17Q: 3 clusters Score -1.229295e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -12293653.000000 Penalty: 3727.935791
	Iteration 18Q: 3 clusters Score -1.229365e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -12294346.000000 Penalty: 3727.935791
	Iteration 19Q: 3 clusters Score -1.229435e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -12295002.000000 Penalty: 3727.935791
	Iteration 20F: 3 clusters Score -1.2295e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -12295587.000000 Penalty: 3727.935791
	Iteration 21Q: 3 clusters Score -1.229559e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -12296277.000000 Penalty: 3727.935791
	Iteration 22Q: 3 clusters Score -1.229628e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -12296943.000000 Penalty: 3727.935791
	Iteration 23Q: 3 clusters Score -1.229694e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -12297495.000000 Penalty: 3727.935791
	Iteration 24Q: 3 clusters Score -1.22975e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -12298019.000000 Penalty: 3727.935791
	Iteration 25Q: 3 clusters Score -1.229802e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -12298520.000000 Penalty: 3727.935791
	Iteration 26Q: 3 clusters Score -1.229852e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -12298971.000000 Penalty: 3727.935791
	Iteration 27Q: 3 clusters Score -1.229897e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -12299373.000000 Penalty: 3727.935791
	Iteration 28Q: 3 clusters Score -1.229937e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -12299705.000000 Penalty: 3727.935791
	Iteration 29Q: 3 clusters Score -1.22997e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -12299999.000000 Penalty: 3727.935791
	Iteration 30Q: 3 clusters Score -1.23e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -12300229.000000 Penalty: 3727.935791
	Iteration 31Q: 3 clusters Score -1.230023e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89488 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -12300441.000000 Penalty: 3727.935791
	Iteration 32Q: 3 clusters Score -1.230044e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -12300685.000000 Penalty: 3727.935791
	Iteration 33Q: 3 clusters Score -1.230068e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -12300870.000000 Penalty: 3727.935791
	Iteration 34Q: 3 clusters Score -1.230087e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -12300955.000000 Penalty: 3727.935791
	Iteration 35Q: 3 clusters Score -1.230096e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -12301109.000000 Penalty: 3727.935791
	Iteration 36Q: 3 clusters Score -1.230111e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -12301231.000000 Penalty: 3727.935791
	Iteration 37Q: 3 clusters Score -1.230123e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -12301346.000000 Penalty: 3727.935791
	Iteration 38Q: 3 clusters Score -1.230135e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -12301434.000000 Penalty: 3727.935791
	Iteration 39Q: 3 clusters Score -1.230143e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -12301532.000000 Penalty: 3727.935791
	Iteration 40F: 3 clusters Score -1.230153e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -12301642.000000 Penalty: 3727.935791
	Iteration 41Q: 3 clusters Score -1.230164e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -12301708.000000 Penalty: 3727.935791
	Iteration 42Q: 3 clusters Score -1.230171e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93220 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -12301805.000000 Penalty: 3727.935791
	Iteration 43Q: 3 clusters Score -1.23018e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -12301873.000000 Penalty: 3727.935791
	Iteration 44Q: 3 clusters Score -1.230187e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93547 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -12301925.000000 Penalty: 3727.935791
	Iteration 45Q: 3 clusters Score -1.230192e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93677 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -12301980.000000 Penalty: 3727.935791
	Iteration 46Q: 3 clusters Score -1.230198e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -12302030.000000 Penalty: 3727.935791
	Iteration 47Q: 3 clusters Score -1.230203e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -12302045.000000 Penalty: 3727.935791
	Iteration 48Q: 3 clusters Score -1.230204e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -12302053.000000 Penalty: 3727.935791
	Iteration 49Q: 3 clusters Score -1.230205e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -12302084.000000 Penalty: 3727.935791
	Iteration 50Q: 3 clusters Score -1.230208e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -12302101.000000 Penalty: 3727.935791
	Iteration 51Q: 3 clusters Score -1.23021e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -12302123.000000 Penalty: 3727.935791
	Iteration 52Q: 3 clusters Score -1.230212e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12302143.000000 Penalty: 3727.935791
	Iteration 53Q: 3 clusters Score -1.230214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12302174.000000 Penalty: 3727.935791
	Iteration 54Q: 3 clusters Score -1.230217e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -12302178.000000 Penalty: 3727.935791
	Iteration 55Q: 3 clusters Score -1.230218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12302191.000000 Penalty: 3727.935791
	Iteration 56Q: 3 clusters Score -1.230219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -12302217.000000 Penalty: 3727.935791
	Iteration 57Q: 3 clusters Score -1.230222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -12302227.000000 Penalty: 3727.935791
	Iteration 58Q: 3 clusters Score -1.230223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94434 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12302208.000000 Penalty: 3727.935791
	Iteration 59Q: 3 clusters Score -1.230221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12302212.000000 Penalty: 3727.935791
	Iteration 60F: 3 clusters Score -1.230221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12302221.000000 Penalty: 3727.935791
	Iteration 61Q: 3 clusters Score -1.230222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12302216.000000 Penalty: 3727.935791
	Iteration 62Q: 3 clusters Score -1.230222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -12302216.000000 Penalty: 3727.935791
	Iteration 63Q: 3 clusters Score -1.230222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12302222.000000 Penalty: 3727.935791
	Iteration 64Q: 3 clusters Score -1.230222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12302230.000000 Penalty: 3727.935791
	Iteration 65Q: 3 clusters Score -1.230223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12302222.000000 Penalty: 3727.935791
	Iteration 66Q: 3 clusters Score -1.230222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12302229.000000 Penalty: 3727.935791
	Iteration 67Q: 3 clusters Score -1.230223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -12302230.000000 Penalty: 3727.935791
	Iteration 68Q: 3 clusters Score -1.230223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -12302239.000000 Penalty: 3727.935791
	Iteration 69Q: 3 clusters Score -1.230224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12302250.000000 Penalty: 3727.935791
	Iteration 70Q: 3 clusters Score -1.230225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12302245.000000 Penalty: 3727.935791
	Iteration 71Q: 3 clusters Score -1.230224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -12302246.000000 Penalty: 3727.935791
	Iteration 72Q: 3 clusters Score -1.230225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94560 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12302248.000000 Penalty: 3727.935791
	Iteration 73Q: 3 clusters Score -1.230225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -12302247.000000 Penalty: 3727.935791
	Iteration 74Q: 3 clusters Score -1.230225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94565 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12302239.000000 Penalty: 3727.935791
	Iteration 75Q: 3 clusters Score -1.230224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -12302244.000000 Penalty: 3727.935791
	Iteration 76Q: 3 clusters Score -1.230224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -12302244.000000 Penalty: 3727.935791
	Iteration 77F: 3 clusters Score -1.230224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -102262.578125 Penalty: 1100.811401
	Iteration 0F: 2 clusters Score -102262.6 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 443 members 
Entering Unmasked Estep 
Score: -100921.625000 Penalty: 2201.622803
	Iteration 0F: 3 clusters Score -100921.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101186.835938 Penalty: 2201.622803
	Iteration 1F: 3 clusters Score -101186.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101266.656250 Penalty: 2201.622803
	Iteration 2F: 3 clusters Score -101266.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101313.429688 Penalty: 2201.622803
	Iteration 3Q: 3 clusters Score -101313.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101362.539062 Penalty: 2201.622803
	Iteration 4Q: 3 clusters Score -101362.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -101422.898438 Penalty: 2201.622803
	Iteration 5Q: 3 clusters Score -101422.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101469.554688 Penalty: 2201.622803
	Iteration 6Q: 3 clusters Score -101469.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -101498.578125 Penalty: 2201.622803
	Iteration 7Q: 3 clusters Score -101498.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -101524.859375 Penalty: 2201.622803
	Iteration 8Q: 3 clusters Score -101524.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -101539.679688 Penalty: 2201.622803
	Iteration 9Q: 3 clusters Score -101539.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -101557.382812 Penalty: 2201.622803
	Iteration 10Q: 3 clusters Score -101557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -101560.742188 Penalty: 2201.622803
	Iteration 11Q: 3 clusters Score -101560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -101566.218750 Penalty: 2201.622803
	Iteration 12Q: 3 clusters Score -101566.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -101566.218750 Penalty: 2201.622803
	Iteration 13F: 3 clusters Score -101566.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Entering Unmasked Estep 
Score: -6360449.500000 Penalty: 1756.580688
	Iteration 0F: 2 clusters Score -6360450 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 24837 members 
Entering Unmasked Estep 
Score: -6327357.000000 Penalty: 3513.161377
	Iteration 0F: 3 clusters Score -6327357 nChanged 23255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -6340547.500000 Penalty: 3513.161377
	Iteration 1F: 3 clusters Score -6340548 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -6341113.000000 Penalty: 3513.161377
	Iteration 2Q: 3 clusters Score -6341113 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -6341804.000000 Penalty: 3513.161377
	Iteration 3Q: 3 clusters Score -6341804 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -6342668.000000 Penalty: 3513.161377
	Iteration 4Q: 3 clusters Score -6342668 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -6343997.000000 Penalty: 3513.161377
	Iteration 5F: 3 clusters Score -6343997 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -6346125.500000 Penalty: 3513.161377
	Iteration 6F: 3 clusters Score -6346126 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -6348647.000000 Penalty: 3513.161377
	Iteration 7F: 3 clusters Score -6348647 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -6351240.000000 Penalty: 3513.161377
	Iteration 8F: 3 clusters Score -6351240 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -6353353.000000 Penalty: 3513.161377
	Iteration 9F: 3 clusters Score -6353353 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -6354808.000000 Penalty: 3513.161377
	Iteration 10Q: 3 clusters Score -6354808 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -6355862.500000 Penalty: 3513.161377
	Iteration 11Q: 3 clusters Score -6355862 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -6356667.500000 Penalty: 3513.161377
	Iteration 12Q: 3 clusters Score -6356668 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -6357271.500000 Penalty: 3513.161377
	Iteration 13Q: 3 clusters Score -6357272 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -6357781.000000 Penalty: 3513.161377
	Iteration 14Q: 3 clusters Score -6357781 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -6358169.500000 Penalty: 3513.161377
	Iteration 15Q: 3 clusters Score -6358170 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -6358463.000000 Penalty: 3513.161377
	Iteration 16Q: 3 clusters Score -6358463 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -6358678.500000 Penalty: 3513.161377
	Iteration 17Q: 3 clusters Score -6358678 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -6358825.500000 Penalty: 3513.161377
	Iteration 18Q: 3 clusters Score -6358826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -6358922.000000 Penalty: 3513.161377
	Iteration 19Q: 3 clusters Score -6358922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -6358975.500000 Penalty: 3513.161377
	Iteration 20F: 3 clusters Score -6358976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -6358986.000000 Penalty: 3513.161377
	Iteration 21Q: 3 clusters Score -6358986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -6359013.500000 Penalty: 3513.161377
	Iteration 22Q: 3 clusters Score -6359014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -6359024.000000 Penalty: 3513.161377
	Iteration 23Q: 3 clusters Score -6359024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -6359038.500000 Penalty: 3513.161377
	Iteration 24Q: 3 clusters Score -6359038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -6359054.500000 Penalty: 3513.161377
	Iteration 25Q: 3 clusters Score -6359054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -6359065.500000 Penalty: 3513.161377
	Iteration 26Q: 3 clusters Score -6359066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -6359066.500000 Penalty: 3513.161377
	Iteration 27Q: 3 clusters Score -6359066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -6359076.000000 Penalty: 3513.161377
	Iteration 28Q: 3 clusters Score -6359076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -6359082.000000 Penalty: 3513.161377
	Iteration 29Q: 3 clusters Score -6359082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -6359089.500000 Penalty: 3513.161377
	Iteration 30Q: 3 clusters Score -6359090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -6359095.500000 Penalty: 3513.161377
	Iteration 31Q: 3 clusters Score -6359096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -6359101.000000 Penalty: 3513.161377
	Iteration 32Q: 3 clusters Score -6359101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -6359105.000000 Penalty: 3513.161377
	Iteration 33Q: 3 clusters Score -6359105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -6359107.500000 Penalty: 3513.161377
	Iteration 34Q: 3 clusters Score -6359108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -6359115.000000 Penalty: 3513.161377
	Iteration 35Q: 3 clusters Score -6359115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -6359119.000000 Penalty: 3513.161377
	Iteration 36Q: 3 clusters Score -6359119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -6359121.000000 Penalty: 3513.161377
	Iteration 37Q: 3 clusters Score -6359121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -6359122.500000 Penalty: 3513.161377
	Iteration 38Q: 3 clusters Score -6359122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -6359121.000000 Penalty: 3513.161377
	Iteration 39Q: 3 clusters Score -6359121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -6359121.500000 Penalty: 3513.161377
	Iteration 40F: 3 clusters Score -6359122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -6359115.500000 Penalty: 3513.161377
	Iteration 41Q: 3 clusters Score -6359116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -6359110.500000 Penalty: 3513.161377
	Iteration 42Q: 3 clusters Score -6359110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -6359110.500000 Penalty: 3513.161377
	Iteration 43F: 3 clusters Score -6359110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42409.835938 Penalty: 975.229919
	Iteration 0F: 2 clusters Score -42409.84 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 199 members 
Entering Unmasked Estep 
Score: -41498.750000 Penalty: 1950.459839
	Iteration 0F: 3 clusters Score -41498.75 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41704.925781 Penalty: 1950.459839
	Iteration 1F: 3 clusters Score -41704.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41755.062500 Penalty: 1950.459839
	Iteration 2F: 3 clusters Score -41755.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41825.351562 Penalty: 1950.459839
	Iteration 3Q: 3 clusters Score -41825.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41864.648438 Penalty: 1950.459839
	Iteration 4Q: 3 clusters Score -41864.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41931.082031 Penalty: 1950.459839
	Iteration 5Q: 3 clusters Score -41931.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41968.695312 Penalty: 1950.459839
	Iteration 6Q: 3 clusters Score -41968.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42015.582031 Penalty: 1950.459839
	Iteration 7Q: 3 clusters Score -42015.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42039.601562 Penalty: 1950.459839
	Iteration 8Q: 3 clusters Score -42039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42077.625000 Penalty: 1950.459839
	Iteration 9Q: 3 clusters Score -42077.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42083.484375 Penalty: 1950.459839
	Iteration 10Q: 3 clusters Score -42083.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42097.871094 Penalty: 1950.459839
	Iteration 11Q: 3 clusters Score -42097.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42113.394531 Penalty: 1950.459839
	Iteration 12Q: 3 clusters Score -42113.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42120.179688 Penalty: 1950.459839
	Iteration 13Q: 3 clusters Score -42120.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42121.355469 Penalty: 1950.459839
	Iteration 14Q: 3 clusters Score -42121.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42121.355469 Penalty: 1950.459839
	Iteration 15F: 3 clusters Score -42121.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -14417.901367 Penalty: 890.603821
	Iteration 0F: 2 clusters Score -14417.9 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 112 members 
Entering Unmasked Estep 
Score: -13810.617188 Penalty: 1781.207642
	Iteration 0F: 3 clusters Score -13810.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14125.994141 Penalty: 1781.207642
	Iteration 1F: 3 clusters Score -14125.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14273.754883 Penalty: 1781.207642
	Iteration 2F: 3 clusters Score -14273.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14365.641602 Penalty: 1781.207642
	Iteration 3F: 3 clusters Score -14365.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14377.216797 Penalty: 1781.207642
	Iteration 4Q: 3 clusters Score -14377.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14402.346680 Penalty: 1781.207642
	Iteration 5Q: 3 clusters Score -14402.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14407.754883 Penalty: 1781.207642
	Iteration 6Q: 3 clusters Score -14407.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14415.940430 Penalty: 1781.207642
	Iteration 7Q: 3 clusters Score -14415.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14437.019531 Penalty: 1781.207642
	Iteration 8Q: 3 clusters Score -14437.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14442.614258 Penalty: 1781.207642
	Iteration 9Q: 3 clusters Score -14442.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14449.053711 Penalty: 1781.207642
	Iteration 10F: 3 clusters Score -14449.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14460.149414 Penalty: 1781.207642
	Iteration 11Q: 3 clusters Score -14460.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14462.562500 Penalty: 1781.207642
	Iteration 12Q: 3 clusters Score -14462.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14462.562500 Penalty: 1781.207642
	Iteration 13F: 3 clusters Score -14462.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 13815 members 
Mstep: Class 3 contains 90811 members 
Mstep: Class 4 contains 11547 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 95853 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 49500 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 120 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 38954 members 
Mstep: Class 15 contains 59758 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 120 members 
Mstep: Class 18 contains 48314 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 88875 members 
Entering Unmasked Estep 
Score: -69507376.000000 Penalty: 42966.859375
Splitting cluster 10 changes total score from -69506712.000000 to -69507376.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 11 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -147477.953125 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -147478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145894.250000 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -145894.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -146189.750000 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -146189.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -146273.968750 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -146274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -146315.234375 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -146315.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -146340.093750 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -146340.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -146352.093750 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -146352.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -146369.015625 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -146369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -146379.437500 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -146379.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -146389.796875 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -146389.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -146394.343750 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -146394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -146399.140625 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -146399.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -146402.421875 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -146402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -146408.359375 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -146408.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -146412.093750 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -146412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -146412.468750 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -146412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -146413.453125 Penalty: 2306.972168
	Iteration 15Q: 3 clusters Score -146413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -146416.484375 Penalty: 2306.972168
	Iteration 16Q: 3 clusters Score -146416.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -146421.515625 Penalty: 2306.972168
	Iteration 17Q: 3 clusters Score -146421.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146425.562500 Penalty: 2306.972168
	Iteration 18Q: 3 clusters Score -146425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -146428.187500 Penalty: 2306.972168
	Iteration 19Q: 3 clusters Score -146428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -146429.828125 Penalty: 2306.972168
	Iteration 20F: 3 clusters Score -146429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -146430.843750 Penalty: 2306.972168
	Iteration 21Q: 3 clusters Score -146430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -146431.390625 Penalty: 2306.972168
	Iteration 22Q: 3 clusters Score -146431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -146432.125000 Penalty: 2306.972168
	Iteration 23Q: 3 clusters Score -146432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -146433.093750 Penalty: 2306.972168
	Iteration 24Q: 3 clusters Score -146433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -146433.656250 Penalty: 2306.972168
	Iteration 25Q: 3 clusters Score -146433.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -146433.656250 Penalty: 2306.972168
	Iteration 26F: 3 clusters Score -146433.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -21490.808594 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -21490.81 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 109 members 
Entering Unmasked Estep 
Score: -20772.156250 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -20772.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20904.917969 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -20904.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20999.095703 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -20999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21017.843750 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -21017.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21026.785156 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -21026.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21027.931641 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -21027.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21030.123047 Penalty: 1746.965454
	Iteration 6Q: 3 clusters Score -21030.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21030.123047 Penalty: 1746.965454
	Iteration 7F: 3 clusters Score -21030.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Entering Unmasked Estep 
Score: -756761.000000 Penalty: 1421.005127
	Iteration 0F: 2 clusters Score -756761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -751951.937500 Penalty: 2842.010254
	Iteration 0F: 3 clusters Score -751951.9 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -753449.187500 Penalty: 2842.010254
	Iteration 1F: 3 clusters Score -753449.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -753679.500000 Penalty: 2842.010254
	Iteration 2F: 3 clusters Score -753679.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -753848.875000 Penalty: 2842.010254
	Iteration 3F: 3 clusters Score -753848.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -753985.875000 Penalty: 2842.010254
	Iteration 4Q: 3 clusters Score -753985.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -754122.312500 Penalty: 2842.010254
	Iteration 5Q: 3 clusters Score -754122.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -754252.562500 Penalty: 2842.010254
	Iteration 6Q: 3 clusters Score -754252.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -754381.250000 Penalty: 2842.010254
	Iteration 7Q: 3 clusters Score -754381.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -754489.812500 Penalty: 2842.010254
	Iteration 8Q: 3 clusters Score -754489.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -754597.375000 Penalty: 2842.010254
	Iteration 9Q: 3 clusters Score -754597.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -754708.312500 Penalty: 2842.010254
	Iteration 10Q: 3 clusters Score -754708.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -754825.750000 Penalty: 2842.010254
	Iteration 11Q: 3 clusters Score -754825.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -754950.187500 Penalty: 2842.010254
	Iteration 12Q: 3 clusters Score -754950.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -755062.812500 Penalty: 2842.010254
	Iteration 13Q: 3 clusters Score -755062.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -755167.937500 Penalty: 2842.010254
	Iteration 14Q: 3 clusters Score -755167.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -755257.687500 Penalty: 2842.010254
	Iteration 15Q: 3 clusters Score -755257.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -755342.187500 Penalty: 2842.010254
	Iteration 16Q: 3 clusters Score -755342.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -755385.312500 Penalty: 2842.010254
	Iteration 17Q: 3 clusters Score -755385.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -755416.562500 Penalty: 2842.010254
	Iteration 18Q: 3 clusters Score -755416.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -755438.250000 Penalty: 2842.010254
	Iteration 19Q: 3 clusters Score -755438.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -755463.125000 Penalty: 2842.010254
	Iteration 20F: 3 clusters Score -755463.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -755484.187500 Penalty: 2842.010254
	Iteration 21Q: 3 clusters Score -755484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -755495.000000 Penalty: 2842.010254
	Iteration 22Q: 3 clusters Score -755495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -755498.562500 Penalty: 2842.010254
	Iteration 23Q: 3 clusters Score -755498.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -755498.562500 Penalty: 2842.010254
	Iteration 24F: 3 clusters Score -755498.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Entering Unmasked Estep 
Score: -5062681.500000 Penalty: 1717.647217
	Iteration 0F: 2 clusters Score -5062682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -5036577.000000 Penalty: 3435.294434
	Iteration 0F: 3 clusters Score -5036577 nChanged 18131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5047107.500000 Penalty: 3435.294434
	Iteration 1F: 3 clusters Score -5047108 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -5047697.000000 Penalty: 3435.294434
	Iteration 2Q: 3 clusters Score -5047697 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -5048431.500000 Penalty: 3435.294434
	Iteration 3Q: 3 clusters Score -5048432 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -5049480.000000 Penalty: 3435.294434
	Iteration 4Q: 3 clusters Score -5049480 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -5051016.000000 Penalty: 3435.294434
	Iteration 5F: 3 clusters Score -5051016 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -5052914.500000 Penalty: 3435.294434
	Iteration 6F: 3 clusters Score -5052914 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -5054822.000000 Penalty: 3435.294434
	Iteration 7F: 3 clusters Score -5054822 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5056500.500000 Penalty: 3435.294434
	Iteration 8F: 3 clusters Score -5056500 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -5057750.000000 Penalty: 3435.294434
	Iteration 9Q: 3 clusters Score -5057750 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -5058594.000000 Penalty: 3435.294434
	Iteration 10Q: 3 clusters Score -5058594 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -5059140.000000 Penalty: 3435.294434
	Iteration 11Q: 3 clusters Score -5059140 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -5059580.000000 Penalty: 3435.294434
	Iteration 12Q: 3 clusters Score -5059580 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -5059916.500000 Penalty: 3435.294434
	Iteration 13Q: 3 clusters Score -5059916 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -5060169.500000 Penalty: 3435.294434
	Iteration 14Q: 3 clusters Score -5060170 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -5060356.000000 Penalty: 3435.294434
	Iteration 15Q: 3 clusters Score -5060356 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -5060538.000000 Penalty: 3435.294434
	Iteration 16Q: 3 clusters Score -5060538 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -5060691.000000 Penalty: 3435.294434
	Iteration 17Q: 3 clusters Score -5060691 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5060801.500000 Penalty: 3435.294434
	Iteration 18Q: 3 clusters Score -5060802 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -5060891.000000 Penalty: 3435.294434
	Iteration 19Q: 3 clusters Score -5060891 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -5060937.000000 Penalty: 3435.294434
	Iteration 20F: 3 clusters Score -5060937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -5061005.000000 Penalty: 3435.294434
	Iteration 21Q: 3 clusters Score -5061005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5061035.500000 Penalty: 3435.294434
	Iteration 22Q: 3 clusters Score -5061036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5061086.500000 Penalty: 3435.294434
	Iteration 23Q: 3 clusters Score -5061086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -5061107.500000 Penalty: 3435.294434
	Iteration 24Q: 3 clusters Score -5061108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -5061118.000000 Penalty: 3435.294434
	Iteration 25Q: 3 clusters Score -5061118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -5061130.500000 Penalty: 3435.294434
	Iteration 26Q: 3 clusters Score -5061130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -5061144.000000 Penalty: 3435.294434
	Iteration 27Q: 3 clusters Score -5061144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5061145.000000 Penalty: 3435.294434
	Iteration 28Q: 3 clusters Score -5061145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -5061149.500000 Penalty: 3435.294434
	Iteration 29Q: 3 clusters Score -5061150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5061163.500000 Penalty: 3435.294434
	Iteration 30Q: 3 clusters Score -5061164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -5061166.000000 Penalty: 3435.294434
	Iteration 31Q: 3 clusters Score -5061166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -5061166.000000 Penalty: 3435.294434
	Iteration 32Q: 3 clusters Score -5061166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -5061172.500000 Penalty: 3435.294434
	Iteration 33Q: 3 clusters Score -5061172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -5061177.500000 Penalty: 3435.294434
	Iteration 34Q: 3 clusters Score -5061178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5061185.500000 Penalty: 3435.294434
	Iteration 35Q: 3 clusters Score -5061186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -5061192.500000 Penalty: 3435.294434
	Iteration 36Q: 3 clusters Score -5061192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5061194.000000 Penalty: 3435.294434
	Iteration 37Q: 3 clusters Score -5061194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -5061198.000000 Penalty: 3435.294434
	Iteration 38Q: 3 clusters Score -5061198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -5061203.500000 Penalty: 3435.294434
	Iteration 39Q: 3 clusters Score -5061204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -5061203.000000 Penalty: 3435.294434
	Iteration 40F: 3 clusters Score -5061203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5061201.500000 Penalty: 3435.294434
	Iteration 41Q: 3 clusters Score -5061202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -5061201.500000 Penalty: 3435.294434
	Iteration 42Q: 3 clusters Score -5061202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -5061202.000000 Penalty: 3435.294434
	Iteration 43Q: 3 clusters Score -5061202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -5061203.000000 Penalty: 3435.294434
	Iteration 44Q: 3 clusters Score -5061203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -5061203.000000 Penalty: 3435.294434
	Iteration 45F: 3 clusters Score -5061203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -10653.455078 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -10653.46 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 114 members 
Entering Unmasked Estep 
Score: -10048.940430 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -10048.94 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10327.270508 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -10327.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10551.594727 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -10551.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10681.314453 Penalty: 1743.942139
	Iteration 3F: 3 clusters Score -10681.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10805.418945 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -10805.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10817.279297 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -10817.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10827.155273 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -10827.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10827.155273 Penalty: 1743.942139
	Iteration 7F: 3 clusters Score -10827.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 13815 members 
Mstep: Class 3 contains 90811 members 
Mstep: Class 4 contains 11547 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 95853 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 49500 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 120 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 38954 members 
Mstep: Class 15 contains 59758 members 
Mstep: Class 16 contains 75 members 
Mstep: Class 17 contains 120 members 
Mstep: Class 18 contains 48314 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 88875 members 
Entering Unmasked Estep 
Score: -69506296.000000 Penalty: 45115.199219
Splitting cluster 16 changes total score from -69506712.000000 to -69506296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (48314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Entering Unmasked Estep 
Score: -6216078.500000 Penalty: 1752.640015
	Iteration 0F: 2 clusters Score -6216078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -6183594.000000 Penalty: 3505.280029
	Iteration 0F: 3 clusters Score -6183594 nChanged 22758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -6196858.000000 Penalty: 3505.280029
	Iteration 1F: 3 clusters Score -6196858 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -6197838.500000 Penalty: 3505.280029
	Iteration 2F: 3 clusters Score -6197838 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -6199278.000000 Penalty: 3505.280029
	Iteration 3F: 3 clusters Score -6199278 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -6201485.000000 Penalty: 3505.280029
	Iteration 4F: 3 clusters Score -6201485 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -6204330.000000 Penalty: 3505.280029
	Iteration 5F: 3 clusters Score -6204330 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -6207222.500000 Penalty: 3505.280029
	Iteration 6F: 3 clusters Score -6207222 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -6209805.000000 Penalty: 3505.280029
	Iteration 7F: 3 clusters Score -6209805 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6211693.000000 Penalty: 3505.280029
	Iteration 8Q: 3 clusters Score -6211693 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6212864.000000 Penalty: 3505.280029
	Iteration 9Q: 3 clusters Score -6212864 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6213650.000000 Penalty: 3505.280029
	Iteration 10Q: 3 clusters Score -6213650 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6214042.000000 Penalty: 3505.280029
	Iteration 11Q: 3 clusters Score -6214042 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6214268.000000 Penalty: 3505.280029
	Iteration 12Q: 3 clusters Score -6214268 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6214414.500000 Penalty: 3505.280029
	Iteration 13Q: 3 clusters Score -6214414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6214500.000000 Penalty: 3505.280029
	Iteration 14Q: 3 clusters Score -6214500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6214541.000000 Penalty: 3505.280029
	Iteration 15Q: 3 clusters Score -6214541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6214571.500000 Penalty: 3505.280029
	Iteration 16Q: 3 clusters Score -6214572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6214594.500000 Penalty: 3505.280029
	Iteration 17Q: 3 clusters Score -6214594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6214606.000000 Penalty: 3505.280029
	Iteration 18Q: 3 clusters Score -6214606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6214625.500000 Penalty: 3505.280029
	Iteration 19Q: 3 clusters Score -6214626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6214651.000000 Penalty: 3505.280029
	Iteration 20F: 3 clusters Score -6214651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6214658.500000 Penalty: 3505.280029
	Iteration 21Q: 3 clusters Score -6214658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6214671.000000 Penalty: 3505.280029
	Iteration 22Q: 3 clusters Score -6214671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6214671.000000 Penalty: 3505.280029
	Iteration 23Q: 3 clusters Score -6214671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6214672.000000 Penalty: 3505.280029
	Iteration 24Q: 3 clusters Score -6214672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6214680.500000 Penalty: 3505.280029
	Iteration 25Q: 3 clusters Score -6214680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6214683.000000 Penalty: 3505.280029
	Iteration 26Q: 3 clusters Score -6214683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6214687.000000 Penalty: 3505.280029
	Iteration 27Q: 3 clusters Score -6214687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6214687.500000 Penalty: 3505.280029
	Iteration 28Q: 3 clusters Score -6214688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6214696.000000 Penalty: 3505.280029
	Iteration 29Q: 3 clusters Score -6214696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6214696.000000 Penalty: 3505.280029
	Iteration 30F: 3 clusters Score -6214696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -297910.687500 Penalty: 1262.386597
	Iteration 0F: 2 clusters Score -297910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -295600.593750 Penalty: 2524.773193
	Iteration 0F: 3 clusters Score -295600.6 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -296180.875000 Penalty: 2524.773193
	Iteration 1F: 3 clusters Score -296180.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -296267.562500 Penalty: 2524.773193
	Iteration 2F: 3 clusters Score -296267.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -296323.031250 Penalty: 2524.773193
	Iteration 3Q: 3 clusters Score -296323 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -296362.218750 Penalty: 2524.773193
	Iteration 4Q: 3 clusters Score -296362.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -296388.843750 Penalty: 2524.773193
	Iteration 5Q: 3 clusters Score -296388.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -296413.656250 Penalty: 2524.773193
	Iteration 6Q: 3 clusters Score -296413.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -296437.437500 Penalty: 2524.773193
	Iteration 7Q: 3 clusters Score -296437.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -296451.187500 Penalty: 2524.773193
	Iteration 8Q: 3 clusters Score -296451.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -296462.218750 Penalty: 2524.773193
	Iteration 9Q: 3 clusters Score -296462.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -296470.406250 Penalty: 2524.773193
	Iteration 10Q: 3 clusters Score -296470.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -296475.531250 Penalty: 2524.773193
	Iteration 11Q: 3 clusters Score -296475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -296477.562500 Penalty: 2524.773193
	Iteration 12Q: 3 clusters Score -296477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -296479.843750 Penalty: 2524.773193
	Iteration 13Q: 3 clusters Score -296479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -296481.750000 Penalty: 2524.773193
	Iteration 14Q: 3 clusters Score -296481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -296486.031250 Penalty: 2524.773193
	Iteration 15Q: 3 clusters Score -296486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -296491.562500 Penalty: 2524.773193
	Iteration 16Q: 3 clusters Score -296491.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -296499.187500 Penalty: 2524.773193
	Iteration 17Q: 3 clusters Score -296499.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -296504.656250 Penalty: 2524.773193
	Iteration 18Q: 3 clusters Score -296504.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -296508.156250 Penalty: 2524.773193
	Iteration 19Q: 3 clusters Score -296508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -296511.187500 Penalty: 2524.773193
	Iteration 20F: 3 clusters Score -296511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -296513.062500 Penalty: 2524.773193
	Iteration 21Q: 3 clusters Score -296513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -296515.750000 Penalty: 2524.773193
	Iteration 22Q: 3 clusters Score -296515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -296519.593750 Penalty: 2524.773193
	Iteration 23Q: 3 clusters Score -296519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -296520.906250 Penalty: 2524.773193
	Iteration 24Q: 3 clusters Score -296520.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -296523.468750 Penalty: 2524.773193
	Iteration 25Q: 3 clusters Score -296523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -296525.406250 Penalty: 2524.773193
	Iteration 26Q: 3 clusters Score -296525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -296527.968750 Penalty: 2524.773193
	Iteration 27Q: 3 clusters Score -296528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -296531.687500 Penalty: 2524.773193
	Iteration 28Q: 3 clusters Score -296531.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -296534.500000 Penalty: 2524.773193
	Iteration 29Q: 3 clusters Score -296534.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -296536.000000 Penalty: 2524.773193
	Iteration 30Q: 3 clusters Score -296536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -296538.625000 Penalty: 2524.773193
	Iteration 31Q: 3 clusters Score -296538.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -296540.250000 Penalty: 2524.773193
	Iteration 32Q: 3 clusters Score -296540.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -296542.187500 Penalty: 2524.773193
	Iteration 33Q: 3 clusters Score -296542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -296543.593750 Penalty: 2524.773193
	Iteration 34Q: 3 clusters Score -296543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -296546.062500 Penalty: 2524.773193
	Iteration 35Q: 3 clusters Score -296546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -296547.687500 Penalty: 2524.773193
	Iteration 36Q: 3 clusters Score -296547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -296548.218750 Penalty: 2524.773193
	Iteration 37Q: 3 clusters Score -296548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -296548.250000 Penalty: 2524.773193
	Iteration 38Q: 3 clusters Score -296548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -296548.562500 Penalty: 2524.773193
	Iteration 39Q: 3 clusters Score -296548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -296549.250000 Penalty: 2524.773193
	Iteration 40F: 3 clusters Score -296549.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -296551.062500 Penalty: 2524.773193
	Iteration 41Q: 3 clusters Score -296551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -296551.593750 Penalty: 2524.773193
	Iteration 42Q: 3 clusters Score -296551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -296551.500000 Penalty: 2524.773193
	Iteration 43Q: 3 clusters Score -296551.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -296551.500000 Penalty: 2524.773193
	Iteration 44F: 3 clusters Score -296551.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88875 members 
Entering Unmasked Estep 
Score: -11402275.000000 Penalty: 1851.685303
	Iteration 0F: 2 clusters Score -1.140228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -11343336.000000 Penalty: 3703.370605
	Iteration 0F: 3 clusters Score -1.134334e+07 nChanged 42358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -11367808.000000 Penalty: 3703.370605
	Iteration 1F: 3 clusters Score -1.136781e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -11368753.000000 Penalty: 3703.370605
	Iteration 2Q: 3 clusters Score -1.136875e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -11369812.000000 Penalty: 3703.370605
	Iteration 3Q: 3 clusters Score -1.136981e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -11371405.000000 Penalty: 3703.370605
	Iteration 4Q: 3 clusters Score -1.13714e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -11373369.000000 Penalty: 3703.370605
	Iteration 5Q: 3 clusters Score -1.137337e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -11376002.000000 Penalty: 3703.370605
	Iteration 6F: 3 clusters Score -1.1376e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -11379271.000000 Penalty: 3703.370605
	Iteration 7F: 3 clusters Score -1.137927e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -11383126.000000 Penalty: 3703.370605
	Iteration 8F: 3 clusters Score -1.138313e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -11386703.000000 Penalty: 3703.370605
	Iteration 9F: 3 clusters Score -1.13867e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -11389060.000000 Penalty: 3703.370605
	Iteration 10F: 3 clusters Score -1.138906e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -11389937.000000 Penalty: 3703.370605
	Iteration 11Q: 3 clusters Score -1.138994e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -11390319.000000 Penalty: 3703.370605
	Iteration 12Q: 3 clusters Score -1.139032e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -11390469.000000 Penalty: 3703.370605
	Iteration 13Q: 3 clusters Score -1.139047e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -11390541.000000 Penalty: 3703.370605
	Iteration 14Q: 3 clusters Score -1.139054e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -11390655.000000 Penalty: 3703.370605
	Iteration 15Q: 3 clusters Score -1.139066e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -11390701.000000 Penalty: 3703.370605
	Iteration 16Q: 3 clusters Score -1.13907e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -11390811.000000 Penalty: 3703.370605
	Iteration 17Q: 3 clusters Score -1.139081e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -11390879.000000 Penalty: 3703.370605
	Iteration 18Q: 3 clusters Score -1.139088e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -11390976.000000 Penalty: 3703.370605
	Iteration 19Q: 3 clusters Score -1.139098e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -11390982.000000 Penalty: 3703.370605
	Iteration 20F: 3 clusters Score -1.139098e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -11391094.000000 Penalty: 3703.370605
	Iteration 21Q: 3 clusters Score -1.139109e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -11391140.000000 Penalty: 3703.370605
	Iteration 22Q: 3 clusters Score -1.139114e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -11391181.000000 Penalty: 3703.370605
	Iteration 23Q: 3 clusters Score -1.139118e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -11391242.000000 Penalty: 3703.370605
	Iteration 24Q: 3 clusters Score -1.139124e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -11391304.000000 Penalty: 3703.370605
	Iteration 25Q: 3 clusters Score -1.13913e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -11391359.000000 Penalty: 3703.370605
	Iteration 26Q: 3 clusters Score -1.139136e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -11391414.000000 Penalty: 3703.370605
	Iteration 27Q: 3 clusters Score -1.139141e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -11391430.000000 Penalty: 3703.370605
	Iteration 28Q: 3 clusters Score -1.139143e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -11391488.000000 Penalty: 3703.370605
	Iteration 29Q: 3 clusters Score -1.139149e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -11391511.000000 Penalty: 3703.370605
	Iteration 30Q: 3 clusters Score -1.139151e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -11391570.000000 Penalty: 3703.370605
	Iteration 31Q: 3 clusters Score -1.139157e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -11391638.000000 Penalty: 3703.370605
	Iteration 32Q: 3 clusters Score -1.139164e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -11391677.000000 Penalty: 3703.370605
	Iteration 33Q: 3 clusters Score -1.139168e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -11391734.000000 Penalty: 3703.370605
	Iteration 34Q: 3 clusters Score -1.139173e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -11391753.000000 Penalty: 3703.370605
	Iteration 35Q: 3 clusters Score -1.139175e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -11391788.000000 Penalty: 3703.370605
	Iteration 36Q: 3 clusters Score -1.139179e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -11391822.000000 Penalty: 3703.370605
	Iteration 37Q: 3 clusters Score -1.139182e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -11391870.000000 Penalty: 3703.370605
	Iteration 38Q: 3 clusters Score -1.139187e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -11391894.000000 Penalty: 3703.370605
	Iteration 39Q: 3 clusters Score -1.139189e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -11391903.000000 Penalty: 3703.370605
	Iteration 40F: 3 clusters Score -1.13919e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -11391931.000000 Penalty: 3703.370605
	Iteration 41Q: 3 clusters Score -1.139193e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -11391917.000000 Penalty: 3703.370605
	Iteration 42Q: 3 clusters Score -1.139192e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -11391910.000000 Penalty: 3703.370605
	Iteration 43Q: 3 clusters Score -1.139191e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -11391924.000000 Penalty: 3703.370605
	Iteration 44Q: 3 clusters Score -1.139192e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -11391941.000000 Penalty: 3703.370605
	Iteration 45Q: 3 clusters Score -1.139194e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -11392005.000000 Penalty: 3703.370605
	Iteration 46Q: 3 clusters Score -1.1392e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -11392028.000000 Penalty: 3703.370605
	Iteration 47Q: 3 clusters Score -1.139203e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -11392018.000000 Penalty: 3703.370605
	Iteration 48Q: 3 clusters Score -1.139202e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -11392037.000000 Penalty: 3703.370605
	Iteration 49Q: 3 clusters Score -1.139204e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -11392040.000000 Penalty: 3703.370605
	Iteration 50Q: 3 clusters Score -1.139204e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -11392064.000000 Penalty: 3703.370605
	Iteration 51Q: 3 clusters Score -1.139206e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -11392090.000000 Penalty: 3703.370605
	Iteration 52Q: 3 clusters Score -1.139209e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -11392131.000000 Penalty: 3703.370605
	Iteration 53Q: 3 clusters Score -1.139213e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -11392143.000000 Penalty: 3703.370605
	Iteration 54Q: 3 clusters Score -1.139214e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -11392158.000000 Penalty: 3703.370605
	Iteration 55Q: 3 clusters Score -1.139216e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -11392188.000000 Penalty: 3703.370605
	Iteration 56Q: 3 clusters Score -1.139219e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -11392202.000000 Penalty: 3703.370605
	Iteration 57Q: 3 clusters Score -1.13922e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -11392243.000000 Penalty: 3703.370605
	Iteration 58Q: 3 clusters Score -1.139224e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -11392268.000000 Penalty: 3703.370605
	Iteration 59Q: 3 clusters Score -1.139227e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -11392326.000000 Penalty: 3703.370605
	Iteration 60F: 3 clusters Score -1.139233e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -11392369.000000 Penalty: 3703.370605
	Iteration 61Q: 3 clusters Score -1.139237e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -11392422.000000 Penalty: 3703.370605
	Iteration 62Q: 3 clusters Score -1.139242e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -11392464.000000 Penalty: 3703.370605
	Iteration 63Q: 3 clusters Score -1.139246e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -11392539.000000 Penalty: 3703.370605
	Iteration 64Q: 3 clusters Score -1.139254e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -11392608.000000 Penalty: 3703.370605
	Iteration 65Q: 3 clusters Score -1.139261e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -11392659.000000 Penalty: 3703.370605
	Iteration 66Q: 3 clusters Score -1.139266e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -11392746.000000 Penalty: 3703.370605
	Iteration 67Q: 3 clusters Score -1.139275e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -11392865.000000 Penalty: 3703.370605
	Iteration 68Q: 3 clusters Score -1.139286e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -11392935.000000 Penalty: 3703.370605
	Iteration 69Q: 3 clusters Score -1.139294e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -11393037.000000 Penalty: 3703.370605
	Iteration 70Q: 3 clusters Score -1.139304e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -11393124.000000 Penalty: 3703.370605
	Iteration 71Q: 3 clusters Score -1.139312e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -11393225.000000 Penalty: 3703.370605
	Iteration 72Q: 3 clusters Score -1.139322e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -11393347.000000 Penalty: 3703.370605
	Iteration 73Q: 3 clusters Score -1.139335e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -11393525.000000 Penalty: 3703.370605
	Iteration 74Q: 3 clusters Score -1.139352e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -11393652.000000 Penalty: 3703.370605
	Iteration 75Q: 3 clusters Score -1.139365e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -11393831.000000 Penalty: 3703.370605
	Iteration 76Q: 3 clusters Score -1.139383e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -11393911.000000 Penalty: 3703.370605
	Iteration 77Q: 3 clusters Score -1.139391e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -11394130.000000 Penalty: 3703.370605
	Iteration 78Q: 3 clusters Score -1.139413e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -11394340.000000 Penalty: 3703.370605
	Iteration 79Q: 3 clusters Score -1.139434e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -11394505.000000 Penalty: 3703.370605
	Iteration 80F: 3 clusters Score -1.13945e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -11394735.000000 Penalty: 3703.370605
	Iteration 81Q: 3 clusters Score -1.139474e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -11394973.000000 Penalty: 3703.370605
	Iteration 82Q: 3 clusters Score -1.139497e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -11395235.000000 Penalty: 3703.370605
	Iteration 83Q: 3 clusters Score -1.139524e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -11395495.000000 Penalty: 3703.370605
	Iteration 84Q: 3 clusters Score -1.13955e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -11395821.000000 Penalty: 3703.370605
	Iteration 85Q: 3 clusters Score -1.139582e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -11396181.000000 Penalty: 3703.370605
	Iteration 86Q: 3 clusters Score -1.139618e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -11396397.000000 Penalty: 3703.370605
	Iteration 87Q: 3 clusters Score -1.13964e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -11396677.000000 Penalty: 3703.370605
	Iteration 88Q: 3 clusters Score -1.139668e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -11396901.000000 Penalty: 3703.370605
	Iteration 89Q: 3 clusters Score -1.13969e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -11397174.000000 Penalty: 3703.370605
	Iteration 90Q: 3 clusters Score -1.139717e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -11397432.000000 Penalty: 3703.370605
	Iteration 91Q: 3 clusters Score -1.139743e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -11397677.000000 Penalty: 3703.370605
	Iteration 92Q: 3 clusters Score -1.139768e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78093 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -11397947.000000 Penalty: 3703.370605
	Iteration 93Q: 3 clusters Score -1.139795e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -11398253.000000 Penalty: 3703.370605
	Iteration 94Q: 3 clusters Score -1.139825e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -11398475.000000 Penalty: 3703.370605
	Iteration 95Q: 3 clusters Score -1.139848e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -11398749.000000 Penalty: 3703.370605
	Iteration 96Q: 3 clusters Score -1.139875e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -11399063.000000 Penalty: 3703.370605
	Iteration 97Q: 3 clusters Score -1.139906e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -11399278.000000 Penalty: 3703.370605
	Iteration 98Q: 3 clusters Score -1.139928e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -11399521.000000 Penalty: 3703.370605
	Iteration 99Q: 3 clusters Score -1.139952e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -11399766.000000 Penalty: 3703.370605
	Iteration 100F: 3 clusters Score -1.139977e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -11399997.000000 Penalty: 3703.370605
	Iteration 101Q: 3 clusters Score -1.14e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -11400130.000000 Penalty: 3703.370605
	Iteration 102Q: 3 clusters Score -1.140013e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85200 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -11400250.000000 Penalty: 3703.370605
	Iteration 103Q: 3 clusters Score -1.140025e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85538 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -11400324.000000 Penalty: 3703.370605
	Iteration 104Q: 3 clusters Score -1.140032e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -11400432.000000 Penalty: 3703.370605
	Iteration 105Q: 3 clusters Score -1.140043e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -11400526.000000 Penalty: 3703.370605
	Iteration 106Q: 3 clusters Score -1.140053e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -11400644.000000 Penalty: 3703.370605
	Iteration 107Q: 3 clusters Score -1.140064e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -11400709.000000 Penalty: 3703.370605
	Iteration 108Q: 3 clusters Score -1.140071e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -11400757.000000 Penalty: 3703.370605
	Iteration 109Q: 3 clusters Score -1.140076e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11400774.000000 Penalty: 3703.370605
	Iteration 110Q: 3 clusters Score -1.140077e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11400809.000000 Penalty: 3703.370605
	Iteration 111Q: 3 clusters Score -1.140081e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -11400824.000000 Penalty: 3703.370605
	Iteration 112Q: 3 clusters Score -1.140082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11400806.000000 Penalty: 3703.370605
	Iteration 113Q: 3 clusters Score -1.140081e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87187 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11400837.000000 Penalty: 3703.370605
	Iteration 114Q: 3 clusters Score -1.140084e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11400845.000000 Penalty: 3703.370605
	Iteration 115Q: 3 clusters Score -1.140084e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11400853.000000 Penalty: 3703.370605
	Iteration 116Q: 3 clusters Score -1.140085e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11400870.000000 Penalty: 3703.370605
	Iteration 117Q: 3 clusters Score -1.140087e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11400913.000000 Penalty: 3703.370605
	Iteration 118Q: 3 clusters Score -1.140091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11400912.000000 Penalty: 3703.370605
	Iteration 119Q: 3 clusters Score -1.140091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -11400920.000000 Penalty: 3703.370605
	Iteration 120F: 3 clusters Score -1.140092e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11400924.000000 Penalty: 3703.370605
	Iteration 121Q: 3 clusters Score -1.140092e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11400926.000000 Penalty: 3703.370605
	Iteration 122Q: 3 clusters Score -1.140093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11400924.000000 Penalty: 3703.370605
	Iteration 123Q: 3 clusters Score -1.140092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11400936.000000 Penalty: 3703.370605
	Iteration 124Q: 3 clusters Score -1.140094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11400963.000000 Penalty: 3703.370605
	Iteration 125Q: 3 clusters Score -1.140096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11400957.000000 Penalty: 3703.370605
	Iteration 126Q: 3 clusters Score -1.140096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11400960.000000 Penalty: 3703.370605
	Iteration 127Q: 3 clusters Score -1.140096e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11400989.000000 Penalty: 3703.370605
	Iteration 128Q: 3 clusters Score -1.140099e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87647 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -11400985.000000 Penalty: 3703.370605
	Iteration 129Q: 3 clusters Score -1.140098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -11401003.000000 Penalty: 3703.370605
	Iteration 130Q: 3 clusters Score -1.1401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11401001.000000 Penalty: 3703.370605
	Iteration 131Q: 3 clusters Score -1.1401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11401020.000000 Penalty: 3703.370605
	Iteration 132Q: 3 clusters Score -1.140102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87679 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11401006.000000 Penalty: 3703.370605
	Iteration 133Q: 3 clusters Score -1.140101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11401007.000000 Penalty: 3703.370605
	Iteration 134Q: 3 clusters Score -1.140101e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11401016.000000 Penalty: 3703.370605
	Iteration 135Q: 3 clusters Score -1.140102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11401029.000000 Penalty: 3703.370605
	Iteration 136Q: 3 clusters Score -1.140103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11401028.000000 Penalty: 3703.370605
	Iteration 137Q: 3 clusters Score -1.140103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11401028.000000 Penalty: 3703.370605
	Iteration 138Q: 3 clusters Score -1.140103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11401017.000000 Penalty: 3703.370605
	Iteration 139Q: 3 clusters Score -1.140102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11401029.000000 Penalty: 3703.370605
	Iteration 140F: 3 clusters Score -1.140103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11401025.000000 Penalty: 3703.370605
	Iteration 141Q: 3 clusters Score -1.140102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11401027.000000 Penalty: 3703.370605
	Iteration 142Q: 3 clusters Score -1.140103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11401020.000000 Penalty: 3703.370605
	Iteration 143Q: 3 clusters Score -1.140102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87760 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11401022.000000 Penalty: 3703.370605
	Iteration 144Q: 3 clusters Score -1.140102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87761 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11401023.000000 Penalty: 3703.370605
	Iteration 145Q: 3 clusters Score -1.140102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11401019.000000 Penalty: 3703.370605
	Iteration 146Q: 3 clusters Score -1.140102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11401020.000000 Penalty: 3703.370605
	Iteration 147Q: 3 clusters Score -1.140102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11401027.000000 Penalty: 3703.370605
	Iteration 148Q: 3 clusters Score -1.140103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11401030.000000 Penalty: 3703.370605
	Iteration 149Q: 3 clusters Score -1.140103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -11401030.000000 Penalty: 3703.370605
	Iteration 150Q: 3 clusters Score -1.140103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11401033.000000 Penalty: 3703.370605
	Iteration 151Q: 3 clusters Score -1.140103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11401033.000000 Penalty: 3703.370605
	Iteration 152Q: 3 clusters Score -1.140103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11401039.000000 Penalty: 3703.370605
	Iteration 153Q: 3 clusters Score -1.140104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87787 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11401040.000000 Penalty: 3703.370605
	Iteration 154Q: 3 clusters Score -1.140104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87787 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11401044.000000 Penalty: 3703.370605
	Iteration 155Q: 3 clusters Score -1.140104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11401045.000000 Penalty: 3703.370605
	Iteration 156Q: 3 clusters Score -1.140104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11401042.000000 Penalty: 3703.370605
	Iteration 157Q: 3 clusters Score -1.140104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11401042.000000 Penalty: 3703.370605
	Iteration 158F: 3 clusters Score -1.140104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 13815 members 
Mstep: Class 3 contains 90811 members 
Mstep: Class 4 contains 11547 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 95853 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 49500 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 120 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 38954 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 18 contains 48314 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 88875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2047.560547 but Gain 2148.343750
Score: -69512048.000000 Penalty: 40818.515625
Iteration 79Q: 20 clusters Score -6.951205e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 90858 members 
Mstep: Class 4 contains 11519 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 94919 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 49674 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 1204 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 6405 members 
Mstep: Class 14 contains 39643 members 
Mstep: Class 15 contains 57869 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 18 contains 48274 members 
Mstep: Class 21 contains 2363 members 
Mstep: Class 22 contains 89753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516472.000000 Penalty: 40818.515625
Iteration 80F: 20 clusters Score -6.951647e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 13721 members 
Mstep: Class 3 contains 89939 members 
Mstep: Class 4 contains 11464 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 93823 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 49780 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 40216 members 
Mstep: Class 15 contains 58986 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 18 contains 48212 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 89013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69518792.000000 Penalty: 40818.515625
Iteration 81Q: 20 clusters Score -6.951879e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 13633 members 
Mstep: Class 3 contains 89254 members 
Mstep: Class 4 contains 11392 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 92754 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 49978 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 1195 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 40757 members 
Mstep: Class 15 contains 59841 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 18 contains 48161 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 88238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69520424.000000 Penalty: 40818.515625
Iteration 82Q: 20 clusters Score -6.952042e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 88626 members 
Mstep: Class 4 contains 11326 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 91718 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 50119 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 217 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 6634 members 
Mstep: Class 14 contains 41265 members 
Mstep: Class 15 contains 60749 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 18 contains 48111 members 
Mstep: Class 21 contains 2354 members 
Mstep: Class 22 contains 87439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521840.000000 Penalty: 40818.515625
Iteration 83Q: 20 clusters Score -6.952184e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 13346 members 
Mstep: Class 3 contains 88018 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 90774 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 50217 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 221 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 213 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 41717 members 
Mstep: Class 15 contains 61630 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 18 contains 48068 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 86629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522904.000000 Penalty: 40818.515625
Iteration 84Q: 20 clusters Score -6.95229e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 87424 members 
Mstep: Class 4 contains 11240 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 90081 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 50303 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 221 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 42109 members 
Mstep: Class 15 contains 62521 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 18 contains 48013 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 85669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69523624.000000 Penalty: 40818.515625
Iteration 85Q: 20 clusters Score -6.952362e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 13114 members 
Mstep: Class 3 contains 86889 members 
Mstep: Class 4 contains 11193 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 89474 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 50384 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 63275 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47987 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 84656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69524424.000000 Penalty: 40818.515625
Iteration 86Q: 20 clusters Score -6.952442e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 13016 members 
Mstep: Class 3 contains 86403 members 
Mstep: Class 4 contains 11170 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 88945 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 50463 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 42853 members 
Mstep: Class 15 contains 63935 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47957 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 83601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525120.000000 Penalty: 40818.515625
Iteration 87Q: 20 clusters Score -6.952512e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 12923 members 
Mstep: Class 3 contains 85888 members 
Mstep: Class 4 contains 11152 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 88489 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 50529 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 6810 members 
Mstep: Class 14 contains 43161 members 
Mstep: Class 15 contains 64573 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47939 members 
Mstep: Class 21 contains 2362 members 
Mstep: Class 22 contains 82588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525600.000000 Penalty: 40818.515625
Iteration 88Q: 20 clusters Score -6.95256e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 12824 members 
Mstep: Class 3 contains 85455 members 
Mstep: Class 4 contains 11135 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 88038 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 50560 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 43526 members 
Mstep: Class 15 contains 65126 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47918 members 
Mstep: Class 21 contains 2366 members 
Mstep: Class 22 contains 81546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525792.000000 Penalty: 40818.515625
Iteration 89Q: 20 clusters Score -6.952579e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 12725 members 
Mstep: Class 3 contains 85038 members 
Mstep: Class 4 contains 11120 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 87560 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 50603 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 6912 members 
Mstep: Class 14 contains 43907 members 
Mstep: Class 15 contains 65648 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47921 members 
Mstep: Class 21 contains 2372 members 
Mstep: Class 22 contains 80536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526320.000000 Penalty: 40818.515625
Iteration 90Q: 20 clusters Score -6.952632e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 12634 members 
Mstep: Class 3 contains 84665 members 
Mstep: Class 4 contains 11121 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 87114 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 50679 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 6941 members 
Mstep: Class 14 contains 44232 members 
Mstep: Class 15 contains 66094 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47932 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 79588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526704.000000 Penalty: 40818.515625
Iteration 91Q: 20 clusters Score -6.95267e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 12546 members 
Mstep: Class 3 contains 84379 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 86701 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 50761 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 44547 members 
Mstep: Class 15 contains 66569 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47946 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 78535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526960.000000 Penalty: 40818.515625
Iteration 92Q: 20 clusters Score -6.952696e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 12463 members 
Mstep: Class 3 contains 84147 members 
Mstep: Class 4 contains 11096 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 86367 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 50817 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 6995 members 
Mstep: Class 14 contains 44814 members 
Mstep: Class 15 contains 67005 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47965 members 
Mstep: Class 21 contains 2383 members 
Mstep: Class 22 contains 77478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527168.000000 Penalty: 40818.515625
Iteration 93Q: 20 clusters Score -6.952717e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 12381 members 
Mstep: Class 3 contains 83964 members 
Mstep: Class 4 contains 11097 members 
Mstep: Class 5 contains 432 members 
Mstep: Class 6 contains 86021 members 
Mstep: Class 7 contains 882 members 
Mstep: Class 8 contains 50887 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7019 members 
Mstep: Class 14 contains 45062 members 
Mstep: Class 15 contains 67462 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47975 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 76410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527488.000000 Penalty: 40818.515625
Iteration 94Q: 20 clusters Score -6.952749e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 12280 members 
Mstep: Class 3 contains 83870 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 85626 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 50922 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7058 members 
Mstep: Class 14 contains 45306 members 
Mstep: Class 15 contains 67917 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47982 members 
Mstep: Class 21 contains 2386 members 
Mstep: Class 22 contains 75354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527608.000000 Penalty: 40818.515625
Iteration 95Q: 20 clusters Score -6.952761e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 12175 members 
Mstep: Class 3 contains 83850 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 85197 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 50987 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 45553 members 
Mstep: Class 15 contains 68306 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 47993 members 
Mstep: Class 21 contains 2383 members 
Mstep: Class 22 contains 74327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527808.000000 Penalty: 40818.515625
Iteration 96Q: 20 clusters Score -6.952781e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 12081 members 
Mstep: Class 3 contains 83812 members 
Mstep: Class 4 contains 11091 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 84793 members 
Mstep: Class 7 contains 889 members 
Mstep: Class 8 contains 51057 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 45806 members 
Mstep: Class 15 contains 68640 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 48000 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 73415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527904.000000 Penalty: 40818.515625
Iteration 97Q: 20 clusters Score -6.95279e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 11980 members 
Mstep: Class 3 contains 83786 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 84417 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 51129 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 46040 members 
Mstep: Class 15 contains 68950 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 48013 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 72511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69528200.000000 Penalty: 40818.515625
Iteration 98Q: 20 clusters Score -6.95282e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 83752 members 
Mstep: Class 4 contains 11081 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 84021 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 51221 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 46275 members 
Mstep: Class 15 contains 69257 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 48032 members 
Mstep: Class 21 contains 2371 members 
Mstep: Class 22 contains 71648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69528064.000000 Penalty: 40818.515625
Iteration 99Q: 20 clusters Score -6.952806e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 83666 members 
Mstep: Class 4 contains 11084 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 83655 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 51333 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7181 members 
Mstep: Class 14 contains 46496 members 
Mstep: Class 15 contains 69545 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 18 contains 48046 members 
Mstep: Class 21 contains 2363 members 
Mstep: Class 22 contains 70821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69528280.000000 Penalty: 40818.515625
Iteration 100F: 20 clusters Score -6.952828e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 83587 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 83219 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 51441 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 46744 members 
Mstep: Class 15 contains 69810 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48057 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 70058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69528760.000000 Penalty: 40818.515625
Iteration 101Q: 20 clusters Score -6.952876e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 11644 members 
Mstep: Class 3 contains 83563 members 
Mstep: Class 4 contains 11078 members 
Mstep: Class 5 contains 432 members 
Mstep: Class 6 contains 82772 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 8 contains 51512 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7226 members 
Mstep: Class 14 contains 46990 members 
Mstep: Class 15 contains 70054 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48062 members 
Mstep: Class 21 contains 2356 members 
Mstep: Class 22 contains 69336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529128.000000 Penalty: 40818.515625
Iteration 102Q: 20 clusters Score -6.952913e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 11554 members 
Mstep: Class 3 contains 83555 members 
Mstep: Class 4 contains 11073 members 
Mstep: Class 5 contains 432 members 
Mstep: Class 6 contains 82332 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 8 contains 51602 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7256 members 
Mstep: Class 14 contains 47263 members 
Mstep: Class 15 contains 70290 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48075 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 68584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529240.000000 Penalty: 40818.515625
Iteration 103Q: 20 clusters Score -6.952924e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 11460 members 
Mstep: Class 3 contains 83545 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 81885 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 8 contains 51704 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7292 members 
Mstep: Class 14 contains 47498 members 
Mstep: Class 15 contains 70472 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48099 members 
Mstep: Class 21 contains 2349 members 
Mstep: Class 22 contains 67916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529232.000000 Penalty: 40818.515625
Iteration 104Q: 20 clusters Score -6.952923e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 11384 members 
Mstep: Class 3 contains 83514 members 
Mstep: Class 4 contains 11052 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 81494 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 8 contains 51793 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7307 members 
Mstep: Class 14 contains 47737 members 
Mstep: Class 15 contains 70647 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48121 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 67288 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 20 clusters Score -6.952937e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 11305 members 
Mstep: Class 3 contains 83512 members 
Mstep: Class 4 contains 11047 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 81136 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 8 contains 51883 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7329 members 
Mstep: Class 14 contains 47959 members 
Mstep: Class 15 contains 70804 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48144 members 
Mstep: Class 21 contains 2349 members 
Mstep: Class 22 contains 66651 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 20 clusters Score -6.952949e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 11228 members 
Mstep: Class 3 contains 83526 members 
Mstep: Class 4 contains 11049 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 80818 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 51982 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7343 members 
Mstep: Class 14 contains 48159 members 
Mstep: Class 15 contains 70964 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48174 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 66037 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 20 clusters Score -6.952962e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 83544 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 80488 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 52091 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 48369 members 
Mstep: Class 15 contains 71084 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48213 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 65469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529800.000000 Penalty: 40818.515625
Iteration 108Q: 20 clusters Score -6.95298e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 67240 members 
Mstep: Class 2 contains 11090 members 
Mstep: Class 3 contains 83542 members 
Mstep: Class 4 contains 11038 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 80178 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 52244 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7346 members 
Mstep: Class 14 contains 48581 members 
Mstep: Class 15 contains 71200 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48245 members 
Mstep: Class 21 contains 2364 members 
Mstep: Class 22 contains 64905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529752.000000 Penalty: 40818.515625
Iteration 109Q: 20 clusters Score -6.952975e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 11034 members 
Mstep: Class 3 contains 83541 members 
Mstep: Class 4 contains 11032 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 79877 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 52357 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 48775 members 
Mstep: Class 15 contains 71320 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48273 members 
Mstep: Class 21 contains 2367 members 
Mstep: Class 22 contains 64372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529784.000000 Penalty: 40818.515625
Iteration 110Q: 20 clusters Score -6.952978e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 10979 members 
Mstep: Class 3 contains 83507 members 
Mstep: Class 4 contains 11030 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 79620 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 52471 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 14 contains 48955 members 
Mstep: Class 15 contains 71388 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48303 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 63914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529696.000000 Penalty: 40818.515625
Iteration 111Q: 20 clusters Score -6.95297e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 10935 members 
Mstep: Class 3 contains 83439 members 
Mstep: Class 4 contains 11028 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 79346 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 52588 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 49123 members 
Mstep: Class 15 contains 71473 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48343 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 63505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529952.000000 Penalty: 40818.515625
Iteration 112Q: 20 clusters Score -6.952995e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 10892 members 
Mstep: Class 3 contains 83404 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 79070 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 52712 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7355 members 
Mstep: Class 14 contains 49308 members 
Mstep: Class 15 contains 71543 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48372 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 63100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530016.000000 Penalty: 40818.515625
Iteration 113Q: 20 clusters Score -6.953002e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 10870 members 
Mstep: Class 3 contains 83358 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 78828 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 52863 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 14 contains 49478 members 
Mstep: Class 15 contains 71615 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48400 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 62700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529688.000000 Penalty: 40818.515625
Iteration 114Q: 20 clusters Score -6.952969e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 10843 members 
Mstep: Class 3 contains 83348 members 
Mstep: Class 4 contains 11019 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 78600 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 8 contains 52997 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 14 contains 49629 members 
Mstep: Class 15 contains 71689 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48417 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 62299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529720.000000 Penalty: 40818.515625
Iteration 115Q: 20 clusters Score -6.952972e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 10818 members 
Mstep: Class 3 contains 83342 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 78389 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 53140 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 49768 members 
Mstep: Class 15 contains 71766 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48436 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 61891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529712.000000 Penalty: 40818.515625
Iteration 116Q: 20 clusters Score -6.952971e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 10782 members 
Mstep: Class 3 contains 83354 members 
Mstep: Class 4 contains 11018 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 78146 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 53282 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7354 members 
Mstep: Class 14 contains 49929 members 
Mstep: Class 15 contains 71837 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48457 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 61503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529688.000000 Penalty: 40818.515625
Iteration 117Q: 20 clusters Score -6.952969e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 83384 members 
Mstep: Class 4 contains 11015 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 77904 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 53413 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 14 contains 50091 members 
Mstep: Class 15 contains 71889 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48474 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 61122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529784.000000 Penalty: 40818.515625
Iteration 118Q: 20 clusters Score -6.952978e+07 nChanged 1105
Entering ConstructFrom: 
Score: -69529784.000000 Penalty: 40818.515625
Entering ConstructFrom: 
Trying to split cluster 1 (70435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Entering Unmasked Estep 
Score: -9064011.000000 Penalty: 1813.897461
	Iteration 0F: 2 clusters Score -9064011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -9017541.000000 Penalty: 3627.794922
	Iteration 0F: 3 clusters Score -9017541 nChanged 33322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -9036471.000000 Penalty: 3627.794922
	Iteration 1F: 3 clusters Score -9036471 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -9037043.000000 Penalty: 3627.794922
	Iteration 2Q: 3 clusters Score -9037043 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -9037864.000000 Penalty: 3627.794922
	Iteration 3Q: 3 clusters Score -9037864 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -9039173.000000 Penalty: 3627.794922
	Iteration 4Q: 3 clusters Score -9039173 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -9041333.000000 Penalty: 3627.794922
	Iteration 5F: 3 clusters Score -9041333 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -9044779.000000 Penalty: 3627.794922
	Iteration 6F: 3 clusters Score -9044779 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -9049213.000000 Penalty: 3627.794922
	Iteration 7F: 3 clusters Score -9049213 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -9054340.000000 Penalty: 3627.794922
	Iteration 8F: 3 clusters Score -9054340 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -9058132.000000 Penalty: 3627.794922
	Iteration 9F: 3 clusters Score -9058132 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -9060351.000000 Penalty: 3627.794922
	Iteration 10Q: 3 clusters Score -9060351 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -9061527.000000 Penalty: 3627.794922
	Iteration 11Q: 3 clusters Score -9061527 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -9062065.000000 Penalty: 3627.794922
	Iteration 12Q: 3 clusters Score -9062065 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -9062319.000000 Penalty: 3627.794922
	Iteration 13Q: 3 clusters Score -9062319 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -9062415.000000 Penalty: 3627.794922
	Iteration 14Q: 3 clusters Score -9062415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -9062446.000000 Penalty: 3627.794922
	Iteration 15Q: 3 clusters Score -9062446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -9062477.000000 Penalty: 3627.794922
	Iteration 16Q: 3 clusters Score -9062477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -9062495.000000 Penalty: 3627.794922
	Iteration 17Q: 3 clusters Score -9062495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -9062494.000000 Penalty: 3627.794922
	Iteration 18Q: 3 clusters Score -9062494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -9062511.000000 Penalty: 3627.794922
	Iteration 19Q: 3 clusters Score -9062511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 70124 members 
Entering Unmasked Estep 
Score: -9062524.000000 Penalty: 3627.794922
	Iteration 20F: 3 clusters Score -9062524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -9062513.000000 Penalty: 3627.794922
	Iteration 21Q: 3 clusters Score -9062513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -9062521.000000 Penalty: 3627.794922
	Iteration 22Q: 3 clusters Score -9062521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -9062520.000000 Penalty: 3627.794922
	Iteration 23Q: 3 clusters Score -9062520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -9062519.000000 Penalty: 3627.794922
	Iteration 24Q: 3 clusters Score -9062519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -9062523.000000 Penalty: 3627.794922
	Iteration 25Q: 3 clusters Score -9062523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -9062523.000000 Penalty: 3627.794922
	Iteration 26F: 3 clusters Score -9062523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Entering Unmasked Estep 
Score: -1355691.000000 Penalty: 1508.145020
	Iteration 0F: 2 clusters Score -1355691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1348080.500000 Penalty: 3016.290039
	Iteration 0F: 3 clusters Score -1348080 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1350551.875000 Penalty: 3016.290039
	Iteration 1F: 3 clusters Score -1350552 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1350769.875000 Penalty: 3016.290039
	Iteration 2F: 3 clusters Score -1350770 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1350977.750000 Penalty: 3016.290039
	Iteration 3Q: 3 clusters Score -1350978 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1351161.500000 Penalty: 3016.290039
	Iteration 4Q: 3 clusters Score -1351162 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1351353.500000 Penalty: 3016.290039
	Iteration 5Q: 3 clusters Score -1351354 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1351589.125000 Penalty: 3016.290039
	Iteration 6Q: 3 clusters Score -1351589 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1351869.125000 Penalty: 3016.290039
	Iteration 7Q: 3 clusters Score -1351869 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1352211.000000 Penalty: 3016.290039
	Iteration 8F: 3 clusters Score -1352211 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1352576.250000 Penalty: 3016.290039
	Iteration 9F: 3 clusters Score -1352576 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1352952.500000 Penalty: 3016.290039
	Iteration 10Q: 3 clusters Score -1352952 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1353328.875000 Penalty: 3016.290039
	Iteration 11Q: 3 clusters Score -1353329 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1353674.875000 Penalty: 3016.290039
	Iteration 12Q: 3 clusters Score -1353675 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1353935.125000 Penalty: 3016.290039
	Iteration 13Q: 3 clusters Score -1353935 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1354102.125000 Penalty: 3016.290039
	Iteration 14Q: 3 clusters Score -1354102 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1354203.750000 Penalty: 3016.290039
	Iteration 15Q: 3 clusters Score -1354204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1354249.500000 Penalty: 3016.290039
	Iteration 16Q: 3 clusters Score -1354250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1354294.375000 Penalty: 3016.290039
	Iteration 17Q: 3 clusters Score -1354294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1354325.750000 Penalty: 3016.290039
	Iteration 18Q: 3 clusters Score -1354326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1354340.375000 Penalty: 3016.290039
	Iteration 19Q: 3 clusters Score -1354340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1354351.000000 Penalty: 3016.290039
	Iteration 20F: 3 clusters Score -1354351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1354362.000000 Penalty: 3016.290039
	Iteration 21Q: 3 clusters Score -1354362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1354366.625000 Penalty: 3016.290039
	Iteration 22Q: 3 clusters Score -1354367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1354371.500000 Penalty: 3016.290039
	Iteration 23Q: 3 clusters Score -1354372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1354374.625000 Penalty: 3016.290039
	Iteration 24Q: 3 clusters Score -1354375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1354374.625000 Penalty: 3016.290039
	Iteration 25F: 3 clusters Score -1354375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Entering Unmasked Estep 
Score: -10704159.000000 Penalty: 1841.314087
	Iteration 0F: 2 clusters Score -1.070416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -10649275.000000 Penalty: 3682.628174
	Iteration 0F: 3 clusters Score -1.064928e+07 nChanged 39822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -10672362.000000 Penalty: 3682.628174
	Iteration 1F: 3 clusters Score -1.067236e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -10673234.000000 Penalty: 3682.628174
	Iteration 2Q: 3 clusters Score -1.067323e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -10674462.000000 Penalty: 3682.628174
	Iteration 3Q: 3 clusters Score -1.067446e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -10676188.000000 Penalty: 3682.628174
	Iteration 4Q: 3 clusters Score -1.067619e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -10679076.000000 Penalty: 3682.628174
	Iteration 5F: 3 clusters Score -1.067908e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -10683570.000000 Penalty: 3682.628174
	Iteration 6F: 3 clusters Score -1.068357e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -10689221.000000 Penalty: 3682.628174
	Iteration 7F: 3 clusters Score -1.068922e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -10694767.000000 Penalty: 3682.628174
	Iteration 8F: 3 clusters Score -1.069477e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -10698831.000000 Penalty: 3682.628174
	Iteration 9F: 3 clusters Score -1.069883e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -10700934.000000 Penalty: 3682.628174
	Iteration 10Q: 3 clusters Score -1.070093e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -10701827.000000 Penalty: 3682.628174
	Iteration 11Q: 3 clusters Score -1.070183e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -10702260.000000 Penalty: 3682.628174
	Iteration 12Q: 3 clusters Score -1.070226e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -10702422.000000 Penalty: 3682.628174
	Iteration 13Q: 3 clusters Score -1.070242e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -10702479.000000 Penalty: 3682.628174
	Iteration 14Q: 3 clusters Score -1.070248e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -10702522.000000 Penalty: 3682.628174
	Iteration 15Q: 3 clusters Score -1.070252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -10702547.000000 Penalty: 3682.628174
	Iteration 16Q: 3 clusters Score -1.070255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -10702555.000000 Penalty: 3682.628174
	Iteration 17Q: 3 clusters Score -1.070256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -10702565.000000 Penalty: 3682.628174
	Iteration 18Q: 3 clusters Score -1.070256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -10702578.000000 Penalty: 3682.628174
	Iteration 19Q: 3 clusters Score -1.070258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -10702592.000000 Penalty: 3682.628174
	Iteration 20F: 3 clusters Score -1.070259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -10702601.000000 Penalty: 3682.628174
	Iteration 21Q: 3 clusters Score -1.07026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -10702605.000000 Penalty: 3682.628174
	Iteration 22Q: 3 clusters Score -1.07026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -10702609.000000 Penalty: 3682.628174
	Iteration 23Q: 3 clusters Score -1.070261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -10702610.000000 Penalty: 3682.628174
	Iteration 24Q: 3 clusters Score -1.070261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -10702610.000000 Penalty: 3682.628174
	Iteration 25F: 3 clusters Score -1.070261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Entering Unmasked Estep 
Score: -1405014.875000 Penalty: 1512.463501
	Iteration 0F: 2 clusters Score -1405015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1397267.250000 Penalty: 3024.927002
	Iteration 0F: 3 clusters Score -1397267 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1399664.125000 Penalty: 3024.927002
	Iteration 1F: 3 clusters Score -1399664 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1399869.125000 Penalty: 3024.927002
	Iteration 2F: 3 clusters Score -1399869 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1400031.000000 Penalty: 3024.927002
	Iteration 3Q: 3 clusters Score -1400031 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1400176.125000 Penalty: 3024.927002
	Iteration 4Q: 3 clusters Score -1400176 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1400344.375000 Penalty: 3024.927002
	Iteration 5Q: 3 clusters Score -1400344 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1400568.000000 Penalty: 3024.927002
	Iteration 6Q: 3 clusters Score -1400568 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1400827.625000 Penalty: 3024.927002
	Iteration 7Q: 3 clusters Score -1400828 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1401153.875000 Penalty: 3024.927002
	Iteration 8Q: 3 clusters Score -1401154 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1401551.125000 Penalty: 3024.927002
	Iteration 9F: 3 clusters Score -1401551 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1401998.625000 Penalty: 3024.927002
	Iteration 10F: 3 clusters Score -1401999 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1402503.875000 Penalty: 3024.927002
	Iteration 11F: 3 clusters Score -1402504 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1402899.875000 Penalty: 3024.927002
	Iteration 12Q: 3 clusters Score -1402900 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1403197.625000 Penalty: 3024.927002
	Iteration 13Q: 3 clusters Score -1403198 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1403386.125000 Penalty: 3024.927002
	Iteration 14Q: 3 clusters Score -1403386 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1403484.125000 Penalty: 3024.927002
	Iteration 15Q: 3 clusters Score -1403484 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1403562.000000 Penalty: 3024.927002
	Iteration 16Q: 3 clusters Score -1403562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1403613.375000 Penalty: 3024.927002
	Iteration 17Q: 3 clusters Score -1403613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1403652.750000 Penalty: 3024.927002
	Iteration 18Q: 3 clusters Score -1403653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1403680.875000 Penalty: 3024.927002
	Iteration 19Q: 3 clusters Score -1403681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1403705.500000 Penalty: 3024.927002
	Iteration 20F: 3 clusters Score -1403706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1403722.625000 Penalty: 3024.927002
	Iteration 21Q: 3 clusters Score -1403723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1403733.625000 Penalty: 3024.927002
	Iteration 22Q: 3 clusters Score -1403734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1403742.500000 Penalty: 3024.927002
	Iteration 23Q: 3 clusters Score -1403742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1403745.875000 Penalty: 3024.927002
	Iteration 24Q: 3 clusters Score -1403746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1403747.250000 Penalty: 3024.927002
	Iteration 25Q: 3 clusters Score -1403747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1403750.125000 Penalty: 3024.927002
	Iteration 26Q: 3 clusters Score -1403750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1403752.750000 Penalty: 3024.927002
	Iteration 27Q: 3 clusters Score -1403753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1403753.500000 Penalty: 3024.927002
	Iteration 28Q: 3 clusters Score -1403754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1403753.500000 Penalty: 3024.927002
	Iteration 29F: 3 clusters Score -1403754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -39444.437500 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -39444.44 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 208 members 
Entering Unmasked Estep 
Score: -38509.917969 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -38509.92 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38825.886719 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -38825.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38934.734375 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -38934.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38977.519531 Penalty: 1970.730103
	Iteration 3F: 3 clusters Score -38977.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39011.917969 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -39011.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39045.394531 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -39045.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39061.378906 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -39061.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39063.746094 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -39063.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39065.121094 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -39065.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39065.121094 Penalty: 1970.730103
	Iteration 9F: 3 clusters Score -39065.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Entering Unmasked Estep 
Score: -10001638.000000 Penalty: 1829.784424
	Iteration 0F: 2 clusters Score -1.000164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -9950274.000000 Penalty: 3659.568848
	Iteration 0F: 3 clusters Score -9950274 nChanged 36947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -9971959.000000 Penalty: 3659.568848
	Iteration 1F: 3 clusters Score -9971959 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -9973942.000000 Penalty: 3659.568848
	Iteration 2F: 3 clusters Score -9973942 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -9977328.000000 Penalty: 3659.568848
	Iteration 3F: 3 clusters Score -9977328 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -9982823.000000 Penalty: 3659.568848
	Iteration 4F: 3 clusters Score -9982823 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -9989357.000000 Penalty: 3659.568848
	Iteration 5F: 3 clusters Score -9989357 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -9994929.000000 Penalty: 3659.568848
	Iteration 6F: 3 clusters Score -9994929 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -9997859.000000 Penalty: 3659.568848
	Iteration 7Q: 3 clusters Score -9997859 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -9999157.000000 Penalty: 3659.568848
	Iteration 8Q: 3 clusters Score -9999157 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -9999650.000000 Penalty: 3659.568848
	Iteration 9Q: 3 clusters Score -9999650 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -9999871.000000 Penalty: 3659.568848
	Iteration 10Q: 3 clusters Score -9999871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -9999979.000000 Penalty: 3659.568848
	Iteration 11Q: 3 clusters Score -9999979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -10000014.000000 Penalty: 3659.568848
	Iteration 12Q: 3 clusters Score -1.000001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -10000025.000000 Penalty: 3659.568848
	Iteration 13Q: 3 clusters Score -1.000002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -10000052.000000 Penalty: 3659.568848
	Iteration 14Q: 3 clusters Score -1.000005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -10000072.000000 Penalty: 3659.568848
	Iteration 15Q: 3 clusters Score -1.000007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -10000067.000000 Penalty: 3659.568848
	Iteration 16Q: 3 clusters Score -1.000007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -10000077.000000 Penalty: 3659.568848
	Iteration 17Q: 3 clusters Score -1.000008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -10000073.000000 Penalty: 3659.568848
	Iteration 18Q: 3 clusters Score -1.000007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -10000081.000000 Penalty: 3659.568848
	Iteration 19Q: 3 clusters Score -1.000008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -10000088.000000 Penalty: 3659.568848
	Iteration 20F: 3 clusters Score -1.000009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -10000088.000000 Penalty: 3659.568848
	Iteration 21Q: 3 clusters Score -1.000009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -10000090.000000 Penalty: 3659.568848
	Iteration 22Q: 3 clusters Score -1.000009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -10000100.000000 Penalty: 3659.568848
	Iteration 23Q: 3 clusters Score -1.00001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -10000100.000000 Penalty: 3659.568848
	Iteration 24Q: 3 clusters Score -1.00001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -10000101.000000 Penalty: 3659.568848
	Iteration 25Q: 3 clusters Score -1.00001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -10000101.000000 Penalty: 3659.568848
	Iteration 26F: 3 clusters Score -1.00001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -104814.289062 Penalty: 1104.665283
	Iteration 0F: 2 clusters Score -104814.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103479.484375 Penalty: 2209.330566
	Iteration 0F: 3 clusters Score -103479.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103712.023438 Penalty: 2209.330566
	Iteration 1F: 3 clusters Score -103712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -103782.710938 Penalty: 2209.330566
	Iteration 2F: 3 clusters Score -103782.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103817.828125 Penalty: 2209.330566
	Iteration 3Q: 3 clusters Score -103817.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103835.007812 Penalty: 2209.330566
	Iteration 4Q: 3 clusters Score -103835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103838.304688 Penalty: 2209.330566
	Iteration 5Q: 3 clusters Score -103838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103844.039062 Penalty: 2209.330566
	Iteration 6Q: 3 clusters Score -103844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -103850.335938 Penalty: 2209.330566
	Iteration 7Q: 3 clusters Score -103850.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103858.062500 Penalty: 2209.330566
	Iteration 8Q: 3 clusters Score -103858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -103870.203125 Penalty: 2209.330566
	Iteration 9Q: 3 clusters Score -103870.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103883.703125 Penalty: 2209.330566
	Iteration 10Q: 3 clusters Score -103883.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103904.226562 Penalty: 2209.330566
	Iteration 11Q: 3 clusters Score -103904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103917.109375 Penalty: 2209.330566
	Iteration 12Q: 3 clusters Score -103917.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103926.320312 Penalty: 2209.330566
	Iteration 13Q: 3 clusters Score -103926.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103933.656250 Penalty: 2209.330566
	Iteration 14Q: 3 clusters Score -103933.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103940.312500 Penalty: 2209.330566
	Iteration 15Q: 3 clusters Score -103940.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -103958.703125 Penalty: 2209.330566
	Iteration 16Q: 3 clusters Score -103958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103963.695312 Penalty: 2209.330566
	Iteration 17Q: 3 clusters Score -103963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103965.414062 Penalty: 2209.330566
	Iteration 18Q: 3 clusters Score -103965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103965.812500 Penalty: 2209.330566
	Iteration 19Q: 3 clusters Score -103965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103965.812500 Penalty: 2209.330566
	Iteration 20F: 3 clusters Score -103965.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Entering Unmasked Estep 
Score: -6876735.000000 Penalty: 1769.354126
	Iteration 0F: 2 clusters Score -6876735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -6840961.500000 Penalty: 3538.708252
	Iteration 0F: 3 clusters Score -6840962 nChanged 25181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -6855277.500000 Penalty: 3538.708252
	Iteration 1F: 3 clusters Score -6855278 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -6855776.500000 Penalty: 3538.708252
	Iteration 2Q: 3 clusters Score -6855776 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -6856417.500000 Penalty: 3538.708252
	Iteration 3Q: 3 clusters Score -6856418 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -6857119.000000 Penalty: 3538.708252
	Iteration 4Q: 3 clusters Score -6857119 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -6858136.000000 Penalty: 3538.708252
	Iteration 5Q: 3 clusters Score -6858136 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -6859679.500000 Penalty: 3538.708252
	Iteration 6F: 3 clusters Score -6859680 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -6861754.500000 Penalty: 3538.708252
	Iteration 7F: 3 clusters Score -6861754 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -6864552.500000 Penalty: 3538.708252
	Iteration 8F: 3 clusters Score -6864552 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -6867370.500000 Penalty: 3538.708252
	Iteration 9F: 3 clusters Score -6867370 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -6869403.000000 Penalty: 3538.708252
	Iteration 10F: 3 clusters Score -6869403 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -6870560.500000 Penalty: 3538.708252
	Iteration 11Q: 3 clusters Score -6870560 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -6871195.000000 Penalty: 3538.708252
	Iteration 12Q: 3 clusters Score -6871195 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -6871727.500000 Penalty: 3538.708252
	Iteration 13Q: 3 clusters Score -6871728 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -6872164.000000 Penalty: 3538.708252
	Iteration 14Q: 3 clusters Score -6872164 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -6872669.000000 Penalty: 3538.708252
	Iteration 15Q: 3 clusters Score -6872669 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -6873136.000000 Penalty: 3538.708252
	Iteration 16Q: 3 clusters Score -6873136 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -6873508.500000 Penalty: 3538.708252
	Iteration 17Q: 3 clusters Score -6873508 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -6873914.500000 Penalty: 3538.708252
	Iteration 18Q: 3 clusters Score -6873914 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -6874254.000000 Penalty: 3538.708252
	Iteration 19Q: 3 clusters Score -6874254 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -6874539.000000 Penalty: 3538.708252
	Iteration 20F: 3 clusters Score -6874539 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -6874787.500000 Penalty: 3538.708252
	Iteration 21Q: 3 clusters Score -6874788 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -6874950.500000 Penalty: 3538.708252
	Iteration 22Q: 3 clusters Score -6874950 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -6875066.000000 Penalty: 3538.708252
	Iteration 23Q: 3 clusters Score -6875066 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6875217.000000 Penalty: 3538.708252
	Iteration 24Q: 3 clusters Score -6875217 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6875289.000000 Penalty: 3538.708252
	Iteration 25Q: 3 clusters Score -6875289 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6875373.500000 Penalty: 3538.708252
	Iteration 26Q: 3 clusters Score -6875374 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -6875462.000000 Penalty: 3538.708252
	Iteration 27Q: 3 clusters Score -6875462 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6875480.500000 Penalty: 3538.708252
	Iteration 28Q: 3 clusters Score -6875480 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6875520.000000 Penalty: 3538.708252
	Iteration 29Q: 3 clusters Score -6875520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6875571.500000 Penalty: 3538.708252
	Iteration 30Q: 3 clusters Score -6875572 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6875627.000000 Penalty: 3538.708252
	Iteration 31Q: 3 clusters Score -6875627 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6875641.000000 Penalty: 3538.708252
	Iteration 32Q: 3 clusters Score -6875641 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6875646.000000 Penalty: 3538.708252
	Iteration 33Q: 3 clusters Score -6875646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6875683.500000 Penalty: 3538.708252
	Iteration 34Q: 3 clusters Score -6875684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6875681.500000 Penalty: 3538.708252
	Iteration 35Q: 3 clusters Score -6875682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6875689.000000 Penalty: 3538.708252
	Iteration 36Q: 3 clusters Score -6875689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6875708.500000 Penalty: 3538.708252
	Iteration 37Q: 3 clusters Score -6875708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6875709.500000 Penalty: 3538.708252
	Iteration 38Q: 3 clusters Score -6875710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6875715.000000 Penalty: 3538.708252
	Iteration 39Q: 3 clusters Score -6875715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6875722.000000 Penalty: 3538.708252
	Iteration 40F: 3 clusters Score -6875722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6875727.000000 Penalty: 3538.708252
	Iteration 41Q: 3 clusters Score -6875727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6875725.500000 Penalty: 3538.708252
	Iteration 42Q: 3 clusters Score -6875726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6875722.500000 Penalty: 3538.708252
	Iteration 43Q: 3 clusters Score -6875722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6875713.000000 Penalty: 3538.708252
	Iteration 44Q: 3 clusters Score -6875713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6875724.000000 Penalty: 3538.708252
	Iteration 45Q: 3 clusters Score -6875724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6875722.500000 Penalty: 3538.708252
	Iteration 46Q: 3 clusters Score -6875722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6875725.500000 Penalty: 3538.708252
	Iteration 47Q: 3 clusters Score -6875726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6875728.500000 Penalty: 3538.708252
	Iteration 48Q: 3 clusters Score -6875728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6875733.000000 Penalty: 3538.708252
	Iteration 49Q: 3 clusters Score -6875733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6875731.000000 Penalty: 3538.708252
	Iteration 50Q: 3 clusters Score -6875731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6875736.500000 Penalty: 3538.708252
	Iteration 51Q: 3 clusters Score -6875736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6875740.000000 Penalty: 3538.708252
	Iteration 52Q: 3 clusters Score -6875740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6875735.500000 Penalty: 3538.708252
	Iteration 53Q: 3 clusters Score -6875736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6875730.000000 Penalty: 3538.708252
	Iteration 54Q: 3 clusters Score -6875730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6875731.000000 Penalty: 3538.708252
	Iteration 55Q: 3 clusters Score -6875731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6875739.500000 Penalty: 3538.708252
	Iteration 56Q: 3 clusters Score -6875740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6875739.500000 Penalty: 3538.708252
	Iteration 57Q: 3 clusters Score -6875740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6875736.000000 Penalty: 3538.708252
	Iteration 58Q: 3 clusters Score -6875736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6875739.000000 Penalty: 3538.708252
	Iteration 59Q: 3 clusters Score -6875739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6875746.000000 Penalty: 3538.708252
	Iteration 60F: 3 clusters Score -6875746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6875746.000000 Penalty: 3538.708252
	Iteration 61Q: 3 clusters Score -6875746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6875753.000000 Penalty: 3538.708252
	Iteration 62Q: 3 clusters Score -6875753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6875745.500000 Penalty: 3538.708252
	Iteration 63Q: 3 clusters Score -6875746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6875750.500000 Penalty: 3538.708252
	Iteration 64Q: 3 clusters Score -6875750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6875750.500000 Penalty: 3538.708252
	Iteration 65Q: 3 clusters Score -6875750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6875748.000000 Penalty: 3538.708252
	Iteration 66Q: 3 clusters Score -6875748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6875740.000000 Penalty: 3538.708252
	Iteration 67Q: 3 clusters Score -6875740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6875744.500000 Penalty: 3538.708252
	Iteration 68Q: 3 clusters Score -6875744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6875748.000000 Penalty: 3538.708252
	Iteration 69Q: 3 clusters Score -6875748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6875748.000000 Penalty: 3538.708252
	Iteration 70Q: 3 clusters Score -6875748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6875743.500000 Penalty: 3538.708252
	Iteration 71Q: 3 clusters Score -6875744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6875743.000000 Penalty: 3538.708252
	Iteration 72Q: 3 clusters Score -6875743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6875750.500000 Penalty: 3538.708252
	Iteration 73Q: 3 clusters Score -6875750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6875748.500000 Penalty: 3538.708252
	Iteration 74Q: 3 clusters Score -6875748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6875751.500000 Penalty: 3538.708252
	Iteration 75Q: 3 clusters Score -6875752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6875751.500000 Penalty: 3538.708252
	Iteration 76Q: 3 clusters Score -6875752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6875753.000000 Penalty: 3538.708252
	Iteration 77Q: 3 clusters Score -6875753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6875759.500000 Penalty: 3538.708252
	Iteration 78Q: 3 clusters Score -6875760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6875759.000000 Penalty: 3538.708252
	Iteration 79Q: 3 clusters Score -6875759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6875763.500000 Penalty: 3538.708252
	Iteration 80F: 3 clusters Score -6875764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6875761.000000 Penalty: 3538.708252
	Iteration 81Q: 3 clusters Score -6875761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6875762.500000 Penalty: 3538.708252
	Iteration 82Q: 3 clusters Score -6875762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6875766.000000 Penalty: 3538.708252
	Iteration 83Q: 3 clusters Score -6875766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6875764.000000 Penalty: 3538.708252
	Iteration 84Q: 3 clusters Score -6875764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6875765.000000 Penalty: 3538.708252
	Iteration 85Q: 3 clusters Score -6875765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6875762.000000 Penalty: 3538.708252
	Iteration 86Q: 3 clusters Score -6875762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6875762.500000 Penalty: 3538.708252
	Iteration 87Q: 3 clusters Score -6875762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6875764.000000 Penalty: 3538.708252
	Iteration 88Q: 3 clusters Score -6875764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6875764.000000 Penalty: 3538.708252
	Iteration 89F: 3 clusters Score -6875764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -42798.925781 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -42798.93 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 212 members 
Entering Unmasked Estep 
Score: -41885.355469 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -41885.36 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42272.554688 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -42272.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42521.132812 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -42521.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -42611.699219 Penalty: 1953.661865
	Iteration 3F: 3 clusters Score -42611.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42640.046875 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -42640.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -42678.406250 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -42678.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -42715.503906 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -42715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -42743.957031 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -42743.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -42759.968750 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -42759.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -42768.664062 Penalty: 1953.661865
	Iteration 9Q: 3 clusters Score -42768.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -42778.039062 Penalty: 1953.661865
	Iteration 10Q: 3 clusters Score -42778.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -42786.500000 Penalty: 1953.661865
	Iteration 11Q: 3 clusters Score -42786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -42788.175781 Penalty: 1953.661865
	Iteration 12Q: 3 clusters Score -42788.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -42790.023438 Penalty: 1953.661865
	Iteration 13Q: 3 clusters Score -42790.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42796.636719 Penalty: 1953.661865
	Iteration 14Q: 3 clusters Score -42796.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42797.585938 Penalty: 1953.661865
	Iteration 15Q: 3 clusters Score -42797.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42799.355469 Penalty: 1953.661865
	Iteration 16Q: 3 clusters Score -42799.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42799.355469 Penalty: 1953.661865
	Iteration 17F: 3 clusters Score -42799.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 83380 members 
Mstep: Class 4 contains 11020 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 77669 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 53548 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 14 contains 50251 members 
Mstep: Class 15 contains 71918 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 129 members 
Mstep: Class 18 contains 48496 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 60773 members 
Entering Unmasked Estep 
Score: -69528672.000000 Penalty: 42966.859375
Splitting cluster 9 changes total score from -69529784.000000 to -69528672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -13941.048828 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -13941.05 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 109 members 
Entering Unmasked Estep 
Score: -13306.588867 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -13306.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13531.185547 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -13531.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13625.236328 Penalty: 1765.959717
	Iteration 2F: 3 clusters Score -13625.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13702.545898 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -13702.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13732.411133 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -13732.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13752.833008 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -13752.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13753.923828 Penalty: 1765.959717
	Iteration 6Q: 3 clusters Score -13753.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13753.923828 Penalty: 1765.959717
	Iteration 7F: 3 clusters Score -13753.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -133916.468750 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -133916.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -132397.171875 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -132397.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132660.609375 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -132660.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -132713.562500 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -132713.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -132738.140625 Penalty: 2276.586670
	Iteration 3Q: 3 clusters Score -132738.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -132753.093750 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -132753.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -132766.828125 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -132766.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -132779.234375 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -132779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -132785.078125 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -132785.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -132790.765625 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -132790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -132795.921875 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -132795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -132798.671875 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -132798.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -132800.250000 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -132800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -132801.984375 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -132802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -132803.578125 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -132803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -132805.828125 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -132805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -132807.437500 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -132807.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132807.437500 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -132807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132807.437500 Penalty: 2276.586670
	Iteration 17F: 3 clusters Score -132807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -20962.230469 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -20962.23 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 105 members 
Entering Unmasked Estep 
Score: -20228.306641 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -20228.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20343.998047 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -20344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20391.029297 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -20391.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20408.892578 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -20408.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20422.419922 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -20422.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20436.082031 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -20436.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20442.300781 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -20442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20442.300781 Penalty: 1739.353882
	Iteration 7F: 3 clusters Score -20442.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -887828.250000 Penalty: 1446.626953
	Iteration 0F: 2 clusters Score -887828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -882328.812500 Penalty: 2893.253906
	Iteration 0F: 3 clusters Score -882328.8 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -884028.687500 Penalty: 2893.253906
	Iteration 1F: 3 clusters Score -884028.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -884317.625000 Penalty: 2893.253906
	Iteration 2F: 3 clusters Score -884317.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -884512.375000 Penalty: 2893.253906
	Iteration 3F: 3 clusters Score -884512.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -884655.625000 Penalty: 2893.253906
	Iteration 4Q: 3 clusters Score -884655.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -884762.562500 Penalty: 2893.253906
	Iteration 5Q: 3 clusters Score -884762.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -884837.312500 Penalty: 2893.253906
	Iteration 6Q: 3 clusters Score -884837.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -884900.437500 Penalty: 2893.253906
	Iteration 7Q: 3 clusters Score -884900.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -884964.562500 Penalty: 2893.253906
	Iteration 8Q: 3 clusters Score -884964.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -885030.375000 Penalty: 2893.253906
	Iteration 9Q: 3 clusters Score -885030.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -885095.375000 Penalty: 2893.253906
	Iteration 10Q: 3 clusters Score -885095.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -885174.750000 Penalty: 2893.253906
	Iteration 11Q: 3 clusters Score -885174.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -885275.000000 Penalty: 2893.253906
	Iteration 12Q: 3 clusters Score -885275 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -885379.937500 Penalty: 2893.253906
	Iteration 13Q: 3 clusters Score -885379.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -885494.062500 Penalty: 2893.253906
	Iteration 14Q: 3 clusters Score -885494.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -885617.687500 Penalty: 2893.253906
	Iteration 15Q: 3 clusters Score -885617.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -885718.937500 Penalty: 2893.253906
	Iteration 16Q: 3 clusters Score -885718.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -885802.125000 Penalty: 2893.253906
	Iteration 17Q: 3 clusters Score -885802.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -885867.562500 Penalty: 2893.253906
	Iteration 18Q: 3 clusters Score -885867.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -885927.375000 Penalty: 2893.253906
	Iteration 19Q: 3 clusters Score -885927.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -885982.937500 Penalty: 2893.253906
	Iteration 20F: 3 clusters Score -885982.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -886041.000000 Penalty: 2893.253906
	Iteration 21Q: 3 clusters Score -886041 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -886098.750000 Penalty: 2893.253906
	Iteration 22Q: 3 clusters Score -886098.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -886142.750000 Penalty: 2893.253906
	Iteration 23Q: 3 clusters Score -886142.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -886175.625000 Penalty: 2893.253906
	Iteration 24Q: 3 clusters Score -886175.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -886215.937500 Penalty: 2893.253906
	Iteration 25Q: 3 clusters Score -886215.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -886242.250000 Penalty: 2893.253906
	Iteration 26Q: 3 clusters Score -886242.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -886267.625000 Penalty: 2893.253906
	Iteration 27Q: 3 clusters Score -886267.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -886282.062500 Penalty: 2893.253906
	Iteration 28Q: 3 clusters Score -886282.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -886293.750000 Penalty: 2893.253906
	Iteration 29Q: 3 clusters Score -886293.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -886301.250000 Penalty: 2893.253906
	Iteration 30Q: 3 clusters Score -886301.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -886308.312500 Penalty: 2893.253906
	Iteration 31Q: 3 clusters Score -886308.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -886314.187500 Penalty: 2893.253906
	Iteration 32Q: 3 clusters Score -886314.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -886317.437500 Penalty: 2893.253906
	Iteration 33Q: 3 clusters Score -886317.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -886318.312500 Penalty: 2893.253906
	Iteration 34Q: 3 clusters Score -886318.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -886319.875000 Penalty: 2893.253906
	Iteration 35Q: 3 clusters Score -886319.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -886323.500000 Penalty: 2893.253906
	Iteration 36Q: 3 clusters Score -886323.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -886325.625000 Penalty: 2893.253906
	Iteration 37Q: 3 clusters Score -886325.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -886327.187500 Penalty: 2893.253906
	Iteration 38Q: 3 clusters Score -886327.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -886326.875000 Penalty: 2893.253906
	Iteration 39Q: 3 clusters Score -886326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -886327.062500 Penalty: 2893.253906
	Iteration 40F: 3 clusters Score -886327.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -886333.875000 Penalty: 2893.253906
	Iteration 41Q: 3 clusters Score -886333.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -886333.812500 Penalty: 2893.253906
	Iteration 42Q: 3 clusters Score -886333.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -886337.250000 Penalty: 2893.253906
	Iteration 43Q: 3 clusters Score -886337.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -886342.437500 Penalty: 2893.253906
	Iteration 44Q: 3 clusters Score -886342.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -886342.437500 Penalty: 2893.253906
	Iteration 45Q: 3 clusters Score -886342.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -886346.312500 Penalty: 2893.253906
	Iteration 46Q: 3 clusters Score -886346.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -886348.687500 Penalty: 2893.253906
	Iteration 47Q: 3 clusters Score -886348.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -886352.687500 Penalty: 2893.253906
	Iteration 48Q: 3 clusters Score -886352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -886356.312500 Penalty: 2893.253906
	Iteration 49Q: 3 clusters Score -886356.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -886359.562500 Penalty: 2893.253906
	Iteration 50Q: 3 clusters Score -886359.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -886359.062500 Penalty: 2893.253906
	Iteration 51Q: 3 clusters Score -886359.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -886360.812500 Penalty: 2893.253906
	Iteration 52Q: 3 clusters Score -886360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -886360.937500 Penalty: 2893.253906
	Iteration 53Q: 3 clusters Score -886360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -886362.500000 Penalty: 2893.253906
	Iteration 54Q: 3 clusters Score -886362.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -886363.250000 Penalty: 2893.253906
	Iteration 55Q: 3 clusters Score -886363.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -886366.375000 Penalty: 2893.253906
	Iteration 56Q: 3 clusters Score -886366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -886367.125000 Penalty: 2893.253906
	Iteration 57Q: 3 clusters Score -886367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -886369.875000 Penalty: 2893.253906
	Iteration 58Q: 3 clusters Score -886369.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -886372.000000 Penalty: 2893.253906
	Iteration 59Q: 3 clusters Score -886372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -886371.500000 Penalty: 2893.253906
	Iteration 60F: 3 clusters Score -886371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -886371.937500 Penalty: 2893.253906
	Iteration 61Q: 3 clusters Score -886371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -886372.250000 Penalty: 2893.253906
	Iteration 62Q: 3 clusters Score -886372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -886372.250000 Penalty: 2893.253906
	Iteration 63F: 3 clusters Score -886372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Entering Unmasked Estep 
Score: -6506285.500000 Penalty: 1759.027710
	Iteration 0F: 2 clusters Score -6506286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -6472575.000000 Penalty: 3518.055420
	Iteration 0F: 3 clusters Score -6472575 nChanged 23691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -6486191.000000 Penalty: 3518.055420
	Iteration 1F: 3 clusters Score -6486191 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -6486858.500000 Penalty: 3518.055420
	Iteration 2Q: 3 clusters Score -6486858 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -6487758.500000 Penalty: 3518.055420
	Iteration 3Q: 3 clusters Score -6487758 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -6488912.000000 Penalty: 3518.055420
	Iteration 4F: 3 clusters Score -6488912 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -6490906.000000 Penalty: 3518.055420
	Iteration 5F: 3 clusters Score -6490906 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -6493940.000000 Penalty: 3518.055420
	Iteration 6F: 3 clusters Score -6493940 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -6497666.000000 Penalty: 3518.055420
	Iteration 7F: 3 clusters Score -6497666 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -6501084.500000 Penalty: 3518.055420
	Iteration 8F: 3 clusters Score -6501084 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6503158.500000 Penalty: 3518.055420
	Iteration 9Q: 3 clusters Score -6503158 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6504092.500000 Penalty: 3518.055420
	Iteration 10Q: 3 clusters Score -6504092 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6504449.500000 Penalty: 3518.055420
	Iteration 11Q: 3 clusters Score -6504450 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6504614.000000 Penalty: 3518.055420
	Iteration 12Q: 3 clusters Score -6504614 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6504704.500000 Penalty: 3518.055420
	Iteration 13Q: 3 clusters Score -6504704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6504755.500000 Penalty: 3518.055420
	Iteration 14Q: 3 clusters Score -6504756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6504800.500000 Penalty: 3518.055420
	Iteration 15Q: 3 clusters Score -6504800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6504824.000000 Penalty: 3518.055420
	Iteration 16Q: 3 clusters Score -6504824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6504834.500000 Penalty: 3518.055420
	Iteration 17Q: 3 clusters Score -6504834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6504840.000000 Penalty: 3518.055420
	Iteration 18Q: 3 clusters Score -6504840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6504841.000000 Penalty: 3518.055420
	Iteration 19Q: 3 clusters Score -6504841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6504854.500000 Penalty: 3518.055420
	Iteration 20F: 3 clusters Score -6504854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6504849.000000 Penalty: 3518.055420
	Iteration 21Q: 3 clusters Score -6504849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6504855.500000 Penalty: 3518.055420
	Iteration 22Q: 3 clusters Score -6504856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6504852.500000 Penalty: 3518.055420
	Iteration 23Q: 3 clusters Score -6504852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6504858.000000 Penalty: 3518.055420
	Iteration 24Q: 3 clusters Score -6504858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6504865.000000 Penalty: 3518.055420
	Iteration 25Q: 3 clusters Score -6504865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6504875.000000 Penalty: 3518.055420
	Iteration 26Q: 3 clusters Score -6504875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6504880.500000 Penalty: 3518.055420
	Iteration 27Q: 3 clusters Score -6504880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6504885.500000 Penalty: 3518.055420
	Iteration 28Q: 3 clusters Score -6504886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6504883.500000 Penalty: 3518.055420
	Iteration 29Q: 3 clusters Score -6504884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6504884.500000 Penalty: 3518.055420
	Iteration 30Q: 3 clusters Score -6504884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6504885.500000 Penalty: 3518.055420
	Iteration 31Q: 3 clusters Score -6504886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6504885.500000 Penalty: 3518.055420
	Iteration 32F: 3 clusters Score -6504886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Entering Unmasked Estep 
Score: -9279687.000000 Penalty: 1817.283325
	Iteration 0F: 2 clusters Score -9279687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -9232118.000000 Penalty: 3634.566650
	Iteration 0F: 3 clusters Score -9232118 nChanged 34308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -9252183.000000 Penalty: 3634.566650
	Iteration 1F: 3 clusters Score -9252183 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -9252959.000000 Penalty: 3634.566650
	Iteration 2Q: 3 clusters Score -9252959 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -9253943.000000 Penalty: 3634.566650
	Iteration 3Q: 3 clusters Score -9253943 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -9255459.000000 Penalty: 3634.566650
	Iteration 4Q: 3 clusters Score -9255459 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -9257827.000000 Penalty: 3634.566650
	Iteration 5F: 3 clusters Score -9257827 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -9261321.000000 Penalty: 3634.566650
	Iteration 6F: 3 clusters Score -9261321 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -9265779.000000 Penalty: 3634.566650
	Iteration 7F: 3 clusters Score -9265779 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -9270175.000000 Penalty: 3634.566650
	Iteration 8F: 3 clusters Score -9270175 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -9273435.000000 Penalty: 3634.566650
	Iteration 9F: 3 clusters Score -9273435 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -9275395.000000 Penalty: 3634.566650
	Iteration 10Q: 3 clusters Score -9275395 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -9276516.000000 Penalty: 3634.566650
	Iteration 11Q: 3 clusters Score -9276516 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -9277119.000000 Penalty: 3634.566650
	Iteration 12Q: 3 clusters Score -9277119 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -9277460.000000 Penalty: 3634.566650
	Iteration 13Q: 3 clusters Score -9277460 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -9277672.000000 Penalty: 3634.566650
	Iteration 14Q: 3 clusters Score -9277672 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -9277794.000000 Penalty: 3634.566650
	Iteration 15Q: 3 clusters Score -9277794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -9277855.000000 Penalty: 3634.566650
	Iteration 16Q: 3 clusters Score -9277855 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -9277922.000000 Penalty: 3634.566650
	Iteration 17Q: 3 clusters Score -9277922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -9277957.000000 Penalty: 3634.566650
	Iteration 18Q: 3 clusters Score -9277957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -9277990.000000 Penalty: 3634.566650
	Iteration 19Q: 3 clusters Score -9277990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -9278020.000000 Penalty: 3634.566650
	Iteration 20F: 3 clusters Score -9278020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -9278049.000000 Penalty: 3634.566650
	Iteration 21Q: 3 clusters Score -9278049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -9278067.000000 Penalty: 3634.566650
	Iteration 22Q: 3 clusters Score -9278067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -9278085.000000 Penalty: 3634.566650
	Iteration 23Q: 3 clusters Score -9278085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -9278094.000000 Penalty: 3634.566650
	Iteration 24Q: 3 clusters Score -9278094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -9278104.000000 Penalty: 3634.566650
	Iteration 25Q: 3 clusters Score -9278104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -9278109.000000 Penalty: 3634.566650
	Iteration 26Q: 3 clusters Score -9278109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -9278122.000000 Penalty: 3634.566650
	Iteration 27Q: 3 clusters Score -9278122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -9278123.000000 Penalty: 3634.566650
	Iteration 28Q: 3 clusters Score -9278123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
Score: -9278126.000000 Penalty: 3634.566650
	Iteration 29Q: 3 clusters Score -9278126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -9278135.000000 Penalty: 3634.566650
	Iteration 30Q: 3 clusters Score -9278135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -9278142.000000 Penalty: 3634.566650
	Iteration 31Q: 3 clusters Score -9278142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -9278141.000000 Penalty: 3634.566650
	Iteration 32Q: 3 clusters Score -9278141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -9278147.000000 Penalty: 3634.566650
	Iteration 33Q: 3 clusters Score -9278147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -9278148.000000 Penalty: 3634.566650
	Iteration 34Q: 3 clusters Score -9278148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -9278148.000000 Penalty: 3634.566650
	Iteration 35Q: 3 clusters Score -9278148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -9278147.000000 Penalty: 3634.566650
	Iteration 36Q: 3 clusters Score -9278147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -9278142.000000 Penalty: 3634.566650
	Iteration 37Q: 3 clusters Score -9278142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -9278144.000000 Penalty: 3634.566650
	Iteration 38Q: 3 clusters Score -9278144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -9278144.000000 Penalty: 3634.566650
	Iteration 39F: 3 clusters Score -9278144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -11355.499023 Penalty: 893.289795
	Iteration 0F: 2 clusters Score -11355.5 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 127 members 
Entering Unmasked Estep 
Score: -10635.875977 Penalty: 1786.579590
	Iteration 0F: 3 clusters Score -10635.88 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10871.687500 Penalty: 1786.579590
	Iteration 1F: 3 clusters Score -10871.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11092.214844 Penalty: 1786.579590
	Iteration 2F: 3 clusters Score -11092.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11356.387695 Penalty: 1786.579590
	Iteration 3F: 3 clusters Score -11356.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11567.921875 Penalty: 1786.579590
	Iteration 4F: 3 clusters Score -11567.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11727.541016 Penalty: 1786.579590
	Iteration 5Q: 3 clusters Score -11727.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11837.836914 Penalty: 1786.579590
	Iteration 6Q: 3 clusters Score -11837.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11936.848633 Penalty: 1786.579590
	Iteration 7Q: 3 clusters Score -11936.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12002.625000 Penalty: 1786.579590
	Iteration 8Q: 3 clusters Score -12002.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12002.625000 Penalty: 1786.579590
	Iteration 9F: 3 clusters Score -12002.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 83380 members 
Mstep: Class 4 contains 11020 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 77669 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 53548 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 14 contains 50251 members 
Mstep: Class 15 contains 71918 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 101 members 
Mstep: Class 18 contains 48496 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 60773 members 
Entering Unmasked Estep 
Score: -69529256.000000 Penalty: 42966.859375
Splitting cluster 16 changes total score from -69529784.000000 to -69529256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (48496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Entering Unmasked Estep 
Score: -6239957.500000 Penalty: 1753.250977
	Iteration 0F: 2 clusters Score -6239958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -6207571.000000 Penalty: 3506.501953
	Iteration 0F: 3 clusters Score -6207571 nChanged 22634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -6220468.500000 Penalty: 3506.501953
	Iteration 1F: 3 clusters Score -6220468 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -6221115.500000 Penalty: 3506.501953
	Iteration 2Q: 3 clusters Score -6221116 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -6222015.500000 Penalty: 3506.501953
	Iteration 3Q: 3 clusters Score -6222016 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -6223383.500000 Penalty: 3506.501953
	Iteration 4F: 3 clusters Score -6223384 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -6225381.000000 Penalty: 3506.501953
	Iteration 5F: 3 clusters Score -6225381 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -6228105.000000 Penalty: 3506.501953
	Iteration 6F: 3 clusters Score -6228105 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -6231224.500000 Penalty: 3506.501953
	Iteration 7F: 3 clusters Score -6231224 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -6234010.500000 Penalty: 3506.501953
	Iteration 8F: 3 clusters Score -6234010 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -6235917.500000 Penalty: 3506.501953
	Iteration 9Q: 3 clusters Score -6235918 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6237068.500000 Penalty: 3506.501953
	Iteration 10Q: 3 clusters Score -6237068 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6237665.000000 Penalty: 3506.501953
	Iteration 11Q: 3 clusters Score -6237665 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6238034.500000 Penalty: 3506.501953
	Iteration 12Q: 3 clusters Score -6238034 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6238254.000000 Penalty: 3506.501953
	Iteration 13Q: 3 clusters Score -6238254 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6238379.000000 Penalty: 3506.501953
	Iteration 14Q: 3 clusters Score -6238379 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6238481.500000 Penalty: 3506.501953
	Iteration 15Q: 3 clusters Score -6238482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6238524.500000 Penalty: 3506.501953
	Iteration 16Q: 3 clusters Score -6238524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6238572.000000 Penalty: 3506.501953
	Iteration 17Q: 3 clusters Score -6238572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6238592.000000 Penalty: 3506.501953
	Iteration 18Q: 3 clusters Score -6238592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6238611.500000 Penalty: 3506.501953
	Iteration 19Q: 3 clusters Score -6238612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6238626.500000 Penalty: 3506.501953
	Iteration 20F: 3 clusters Score -6238626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6238637.000000 Penalty: 3506.501953
	Iteration 21Q: 3 clusters Score -6238637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6238635.000000 Penalty: 3506.501953
	Iteration 22Q: 3 clusters Score -6238635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6238638.500000 Penalty: 3506.501953
	Iteration 23Q: 3 clusters Score -6238638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6238640.000000 Penalty: 3506.501953
	Iteration 24Q: 3 clusters Score -6238640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6238642.000000 Penalty: 3506.501953
	Iteration 25Q: 3 clusters Score -6238642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6238652.000000 Penalty: 3506.501953
	Iteration 26Q: 3 clusters Score -6238652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6238650.500000 Penalty: 3506.501953
	Iteration 27Q: 3 clusters Score -6238650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6238647.500000 Penalty: 3506.501953
	Iteration 28Q: 3 clusters Score -6238648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6238651.000000 Penalty: 3506.501953
	Iteration 29Q: 3 clusters Score -6238651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6238651.000000 Penalty: 3506.501953
	Iteration 30F: 3 clusters Score -6238651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -303035.437500 Penalty: 1265.247192
	Iteration 0F: 2 clusters Score -303035.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -300686.375000 Penalty: 2530.494385
	Iteration 0F: 3 clusters Score -300686.4 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -301189.343750 Penalty: 2530.494385
	Iteration 1F: 3 clusters Score -301189.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -301287.875000 Penalty: 2530.494385
	Iteration 2F: 3 clusters Score -301287.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -301344.343750 Penalty: 2530.494385
	Iteration 3Q: 3 clusters Score -301344.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -301381.156250 Penalty: 2530.494385
	Iteration 4Q: 3 clusters Score -301381.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -301403.781250 Penalty: 2530.494385
	Iteration 5Q: 3 clusters Score -301403.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -301424.187500 Penalty: 2530.494385
	Iteration 6Q: 3 clusters Score -301424.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -301447.000000 Penalty: 2530.494385
	Iteration 7Q: 3 clusters Score -301447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -301458.593750 Penalty: 2530.494385
	Iteration 8Q: 3 clusters Score -301458.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -301467.406250 Penalty: 2530.494385
	Iteration 9Q: 3 clusters Score -301467.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -301475.593750 Penalty: 2530.494385
	Iteration 10Q: 3 clusters Score -301475.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -301480.437500 Penalty: 2530.494385
	Iteration 11Q: 3 clusters Score -301480.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -301485.843750 Penalty: 2530.494385
	Iteration 12Q: 3 clusters Score -301485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -301489.250000 Penalty: 2530.494385
	Iteration 13Q: 3 clusters Score -301489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -301493.437500 Penalty: 2530.494385
	Iteration 14Q: 3 clusters Score -301493.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -301495.656250 Penalty: 2530.494385
	Iteration 15Q: 3 clusters Score -301495.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -301499.562500 Penalty: 2530.494385
	Iteration 16Q: 3 clusters Score -301499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -301502.062500 Penalty: 2530.494385
	Iteration 17Q: 3 clusters Score -301502.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -301504.593750 Penalty: 2530.494385
	Iteration 18Q: 3 clusters Score -301504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -301508.062500 Penalty: 2530.494385
	Iteration 19Q: 3 clusters Score -301508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -301510.031250 Penalty: 2530.494385
	Iteration 20F: 3 clusters Score -301510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -301512.093750 Penalty: 2530.494385
	Iteration 21Q: 3 clusters Score -301512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -301513.968750 Penalty: 2530.494385
	Iteration 22Q: 3 clusters Score -301514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -301515.250000 Penalty: 2530.494385
	Iteration 23Q: 3 clusters Score -301515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -301517.062500 Penalty: 2530.494385
	Iteration 24Q: 3 clusters Score -301517.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -301520.312500 Penalty: 2530.494385
	Iteration 25Q: 3 clusters Score -301520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -301521.781250 Penalty: 2530.494385
	Iteration 26Q: 3 clusters Score -301521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -301522.906250 Penalty: 2530.494385
	Iteration 27Q: 3 clusters Score -301522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -301525.031250 Penalty: 2530.494385
	Iteration 28Q: 3 clusters Score -301525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -301525.687500 Penalty: 2530.494385
	Iteration 29Q: 3 clusters Score -301525.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -301527.875000 Penalty: 2530.494385
	Iteration 30Q: 3 clusters Score -301527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -301528.968750 Penalty: 2530.494385
	Iteration 31Q: 3 clusters Score -301529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -301530.718750 Penalty: 2530.494385
	Iteration 32Q: 3 clusters Score -301530.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -301532.437500 Penalty: 2530.494385
	Iteration 33Q: 3 clusters Score -301532.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -301534.062500 Penalty: 2530.494385
	Iteration 34Q: 3 clusters Score -301534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -301534.343750 Penalty: 2530.494385
	Iteration 35Q: 3 clusters Score -301534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -301535.531250 Penalty: 2530.494385
	Iteration 36Q: 3 clusters Score -301535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -301536.656250 Penalty: 2530.494385
	Iteration 37Q: 3 clusters Score -301536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -301537.687500 Penalty: 2530.494385
	Iteration 38Q: 3 clusters Score -301537.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -301539.718750 Penalty: 2530.494385
	Iteration 39Q: 3 clusters Score -301539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -301542.937500 Penalty: 2530.494385
	Iteration 40F: 3 clusters Score -301542.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -301547.031250 Penalty: 2530.494385
	Iteration 41Q: 3 clusters Score -301547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -301551.531250 Penalty: 2530.494385
	Iteration 42Q: 3 clusters Score -301551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -301556.843750 Penalty: 2530.494385
	Iteration 43Q: 3 clusters Score -301556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -301560.687500 Penalty: 2530.494385
	Iteration 44Q: 3 clusters Score -301560.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -301562.468750 Penalty: 2530.494385
	Iteration 45Q: 3 clusters Score -301562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -301564.687500 Penalty: 2530.494385
	Iteration 46Q: 3 clusters Score -301564.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -301569.093750 Penalty: 2530.494385
	Iteration 47Q: 3 clusters Score -301569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -301571.812500 Penalty: 2530.494385
	Iteration 48Q: 3 clusters Score -301571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -301572.937500 Penalty: 2530.494385
	Iteration 49Q: 3 clusters Score -301572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -301576.500000 Penalty: 2530.494385
	Iteration 50Q: 3 clusters Score -301576.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -301580.437500 Penalty: 2530.494385
	Iteration 51Q: 3 clusters Score -301580.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -301586.062500 Penalty: 2530.494385
	Iteration 52Q: 3 clusters Score -301586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -301591.312500 Penalty: 2530.494385
	Iteration 53Q: 3 clusters Score -301591.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -301594.781250 Penalty: 2530.494385
	Iteration 54Q: 3 clusters Score -301594.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -301596.875000 Penalty: 2530.494385
	Iteration 55Q: 3 clusters Score -301596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -301599.406250 Penalty: 2530.494385
	Iteration 56Q: 3 clusters Score -301599.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -301601.218750 Penalty: 2530.494385
	Iteration 57Q: 3 clusters Score -301601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -301603.656250 Penalty: 2530.494385
	Iteration 58Q: 3 clusters Score -301603.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -301604.750000 Penalty: 2530.494385
	Iteration 59Q: 3 clusters Score -301604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -301605.218750 Penalty: 2530.494385
	Iteration 60F: 3 clusters Score -301605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -301605.750000 Penalty: 2530.494385
	Iteration 61Q: 3 clusters Score -301605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -301605.750000 Penalty: 2530.494385
	Iteration 62F: 3 clusters Score -301605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (60773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Entering Unmasked Estep 
Score: -7807506.000000 Penalty: 1789.921387
	Iteration 0F: 2 clusters Score -7807506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -7767061.000000 Penalty: 3579.842773
	Iteration 0F: 3 clusters Score -7767061 nChanged 28583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -7783545.000000 Penalty: 3579.842773
	Iteration 1F: 3 clusters Score -7783545 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -7784343.500000 Penalty: 3579.842773
	Iteration 2Q: 3 clusters Score -7784344 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -7785168.500000 Penalty: 3579.842773
	Iteration 3Q: 3 clusters Score -7785168 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -7786218.000000 Penalty: 3579.842773
	Iteration 4Q: 3 clusters Score -7786218 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -7787540.000000 Penalty: 3579.842773
	Iteration 5Q: 3 clusters Score -7787540 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -7789337.000000 Penalty: 3579.842773
	Iteration 6F: 3 clusters Score -7789337 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -7791601.000000 Penalty: 3579.842773
	Iteration 7F: 3 clusters Score -7791601 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -7794186.500000 Penalty: 3579.842773
	Iteration 8F: 3 clusters Score -7794186 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -7796656.000000 Penalty: 3579.842773
	Iteration 9F: 3 clusters Score -7796656 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -7798580.500000 Penalty: 3579.842773
	Iteration 10Q: 3 clusters Score -7798580 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -7799957.500000 Penalty: 3579.842773
	Iteration 11Q: 3 clusters Score -7799958 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -7800853.500000 Penalty: 3579.842773
	Iteration 12Q: 3 clusters Score -7800854 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -7801577.000000 Penalty: 3579.842773
	Iteration 13Q: 3 clusters Score -7801577 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -7802142.000000 Penalty: 3579.842773
	Iteration 14Q: 3 clusters Score -7802142 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -7802641.000000 Penalty: 3579.842773
	Iteration 15Q: 3 clusters Score -7802641 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -7803156.000000 Penalty: 3579.842773
	Iteration 16Q: 3 clusters Score -7803156 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -7803583.500000 Penalty: 3579.842773
	Iteration 17Q: 3 clusters Score -7803584 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -7803958.500000 Penalty: 3579.842773
	Iteration 18Q: 3 clusters Score -7803958 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -7804255.500000 Penalty: 3579.842773
	Iteration 19Q: 3 clusters Score -7804256 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -7804436.500000 Penalty: 3579.842773
	Iteration 20F: 3 clusters Score -7804436 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -7804588.000000 Penalty: 3579.842773
	Iteration 21Q: 3 clusters Score -7804588 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -7804762.000000 Penalty: 3579.842773
	Iteration 22Q: 3 clusters Score -7804762 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -7804902.000000 Penalty: 3579.842773
	Iteration 23Q: 3 clusters Score -7804902 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -7805004.000000 Penalty: 3579.842773
	Iteration 24Q: 3 clusters Score -7805004 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -7805122.000000 Penalty: 3579.842773
	Iteration 25Q: 3 clusters Score -7805122 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -7805224.500000 Penalty: 3579.842773
	Iteration 26Q: 3 clusters Score -7805224 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -7805348.000000 Penalty: 3579.842773
	Iteration 27Q: 3 clusters Score -7805348 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -7805413.000000 Penalty: 3579.842773
	Iteration 28Q: 3 clusters Score -7805413 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -7805496.000000 Penalty: 3579.842773
	Iteration 29Q: 3 clusters Score -7805496 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -7805558.500000 Penalty: 3579.842773
	Iteration 30Q: 3 clusters Score -7805558 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -7805616.000000 Penalty: 3579.842773
	Iteration 31Q: 3 clusters Score -7805616 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -7805716.500000 Penalty: 3579.842773
	Iteration 32Q: 3 clusters Score -7805716 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -7805768.500000 Penalty: 3579.842773
	Iteration 33Q: 3 clusters Score -7805768 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -7805794.500000 Penalty: 3579.842773
	Iteration 34Q: 3 clusters Score -7805794 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -7805811.000000 Penalty: 3579.842773
	Iteration 35Q: 3 clusters Score -7805811 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -7805835.500000 Penalty: 3579.842773
	Iteration 36Q: 3 clusters Score -7805836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -7805869.500000 Penalty: 3579.842773
	Iteration 37Q: 3 clusters Score -7805870 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -7805900.500000 Penalty: 3579.842773
	Iteration 38Q: 3 clusters Score -7805900 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -7805926.000000 Penalty: 3579.842773
	Iteration 39Q: 3 clusters Score -7805926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -7805945.000000 Penalty: 3579.842773
	Iteration 40F: 3 clusters Score -7805945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -7805953.500000 Penalty: 3579.842773
	Iteration 41Q: 3 clusters Score -7805954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7805962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -7805971.000000 Penalty: 3579.842773
	Iteration 43Q: 3 clusters Score -7805971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -7805982.500000 Penalty: 3579.842773
	Iteration 44Q: 3 clusters Score -7805982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -7805988.500000 Penalty: 3579.842773
	Iteration 45Q: 3 clusters Score -7805988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -7806009.500000 Penalty: 3579.842773
	Iteration 46Q: 3 clusters Score -7806010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -7806012.000000 Penalty: 3579.842773
	Iteration 47Q: 3 clusters Score -7806012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -7806014.500000 Penalty: 3579.842773
	Iteration 48Q: 3 clusters Score -7806014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -7806022.500000 Penalty: 3579.842773
	Iteration 49Q: 3 clusters Score -7806022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -7806024.000000 Penalty: 3579.842773
	Iteration 50Q: 3 clusters Score -7806024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -7806027.500000 Penalty: 3579.842773
	Iteration 51Q: 3 clusters Score -7806028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -7806020.500000 Penalty: 3579.842773
	Iteration 52Q: 3 clusters Score -7806020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -7806026.500000 Penalty: 3579.842773
	Iteration 53Q: 3 clusters Score -7806026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7806028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -7806045.000000 Penalty: 3579.842773
	Iteration 55Q: 3 clusters Score -7806045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7806053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -7806051.500000 Penalty: 3579.842773
	Iteration 57Q: 3 clusters Score -7806052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7806052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7806050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7806048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7806044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -7806046.500000 Penalty: 3579.842773
	Iteration 62Q: 3 clusters Score -7806046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7806048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
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	Iteration 64F: 3 clusters Score -7806048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 83380 members 
Mstep: Class 4 contains 11020 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 77669 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 53548 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 14 contains 50251 members 
Mstep: Class 15 contains 71918 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48496 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 60773 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 20 clusters Score -6.952986e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 83386 members 
Mstep: Class 4 contains 11022 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 77418 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 53684 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 50409 members 
Mstep: Class 15 contains 71969 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 18 contains 48514 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 60426 members 
Entering Unmasked Estep 
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Iteration 120F: 20 clusters Score -6.952988e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 10687 members 
Mstep: Class 3 contains 83420 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 77196 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 53814 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7341 members 
Mstep: Class 14 contains 50545 members 
Mstep: Class 15 contains 72038 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 18 contains 48525 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 60066 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -6.952974e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 83486 members 
Mstep: Class 4 contains 11025 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 76962 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 8 contains 53899 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7341 members 
Mstep: Class 14 contains 50703 members 
Mstep: Class 15 contains 72113 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 18 contains 48542 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 59712 members 
Entering Unmasked Estep 
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Iteration 122Q: 20 clusters Score -6.952984e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 10654 members 
Mstep: Class 3 contains 83516 members 
Mstep: Class 4 contains 11029 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 76768 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 8 contains 54010 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7332 members 
Mstep: Class 14 contains 50849 members 
Mstep: Class 15 contains 72174 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 18 contains 48564 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 59391 members 
Entering Unmasked Estep 
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Iteration 123Q: 20 clusters Score -6.952985e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 10644 members 
Mstep: Class 3 contains 83553 members 
Mstep: Class 4 contains 11023 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 76554 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 8 contains 54137 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7322 members 
Mstep: Class 14 contains 51020 members 
Mstep: Class 15 contains 72245 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 18 contains 48579 members 
Mstep: Class 21 contains 2405 members 
Mstep: Class 22 contains 59060 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -6.952986e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 10633 members 
Mstep: Class 3 contains 83562 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 76337 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 54266 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7325 members 
Mstep: Class 14 contains 51210 members 
Mstep: Class 15 contains 72306 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 18 contains 48600 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 58759 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -6.952993e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 83571 members 
Mstep: Class 4 contains 11013 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 76128 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 54377 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7324 members 
Mstep: Class 14 contains 51367 members 
Mstep: Class 15 contains 72369 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48612 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 58503 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -6.952993e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 10611 members 
Mstep: Class 3 contains 83572 members 
Mstep: Class 4 contains 11004 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 75920 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 54495 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7322 members 
Mstep: Class 14 contains 51524 members 
Mstep: Class 15 contains 72428 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48633 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 58252 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -6.953006e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 10606 members 
Mstep: Class 3 contains 83584 members 
Mstep: Class 4 contains 10994 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 75678 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 54592 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7324 members 
Mstep: Class 14 contains 51680 members 
Mstep: Class 15 contains 72493 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48647 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 58029 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -6.953016e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 10599 members 
Mstep: Class 3 contains 83603 members 
Mstep: Class 4 contains 10983 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 75457 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 54682 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 51841 members 
Mstep: Class 15 contains 72563 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48654 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 57801 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -6.953016e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 10599 members 
Mstep: Class 3 contains 83616 members 
Mstep: Class 4 contains 10977 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 75277 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 54778 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7325 members 
Mstep: Class 14 contains 51962 members 
Mstep: Class 15 contains 72615 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48659 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 57594 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -6.953032e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 10596 members 
Mstep: Class 3 contains 83605 members 
Mstep: Class 4 contains 10972 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 75128 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 54882 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7320 members 
Mstep: Class 14 contains 52082 members 
Mstep: Class 15 contains 72660 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48667 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 57411 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -6.953029e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 10588 members 
Mstep: Class 3 contains 83597 members 
Mstep: Class 4 contains 10971 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 74984 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 54979 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7316 members 
Mstep: Class 14 contains 52207 members 
Mstep: Class 15 contains 72722 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48689 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 57209 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -6.953035e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 83598 members 
Mstep: Class 4 contains 10964 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 74859 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 55069 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7314 members 
Mstep: Class 14 contains 52330 members 
Mstep: Class 15 contains 72750 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48715 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 57030 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -6.953048e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 10577 members 
Mstep: Class 3 contains 83617 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 74747 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 55149 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7313 members 
Mstep: Class 14 contains 52426 members 
Mstep: Class 15 contains 72786 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48729 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 56849 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -6.95304e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 10575 members 
Mstep: Class 3 contains 83631 members 
Mstep: Class 4 contains 10966 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 74637 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 55227 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7313 members 
Mstep: Class 14 contains 52512 members 
Mstep: Class 15 contains 72826 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48732 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 56679 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -6.953033e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 10574 members 
Mstep: Class 3 contains 83639 members 
Mstep: Class 4 contains 10966 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 74519 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 55293 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7310 members 
Mstep: Class 14 contains 52607 members 
Mstep: Class 15 contains 72861 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48737 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 56531 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -6.953035e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 10571 members 
Mstep: Class 3 contains 83645 members 
Mstep: Class 4 contains 10964 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 74401 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55363 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7307 members 
Mstep: Class 14 contains 52691 members 
Mstep: Class 15 contains 72905 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48739 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 56391 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -6.953032e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 83649 members 
Mstep: Class 4 contains 10958 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 74274 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55421 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7309 members 
Mstep: Class 14 contains 52778 members 
Mstep: Class 15 contains 72940 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48745 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 56266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530272.000000 Penalty: 40818.515625
Iteration 138Q: 20 clusters Score -6.953027e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 83648 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 74137 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55475 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 52865 members 
Mstep: Class 15 contains 72979 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48744 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 56161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530184.000000 Penalty: 40818.515625
Iteration 139Q: 20 clusters Score -6.953018e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 83653 members 
Mstep: Class 4 contains 10954 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 73990 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55533 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7309 members 
Mstep: Class 14 contains 52956 members 
Mstep: Class 15 contains 73013 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48744 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 56058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530224.000000 Penalty: 40818.515625
Iteration 140F: 20 clusters Score -6.953022e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 83657 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 73837 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55585 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7308 members 
Mstep: Class 14 contains 53059 members 
Mstep: Class 15 contains 73046 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48744 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530240.000000 Penalty: 40818.515625
Iteration 141Q: 20 clusters Score -6.953024e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 83660 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 73687 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55637 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7307 members 
Mstep: Class 14 contains 53161 members 
Mstep: Class 15 contains 73089 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48743 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530224.000000 Penalty: 40818.515625
Iteration 142Q: 20 clusters Score -6.953022e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 83657 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 73532 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55688 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7305 members 
Mstep: Class 14 contains 53259 members 
Mstep: Class 15 contains 73120 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48744 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530304.000000 Penalty: 40818.515625
Iteration 143Q: 20 clusters Score -6.95303e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 83650 members 
Mstep: Class 4 contains 10933 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 73400 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55726 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 53363 members 
Mstep: Class 15 contains 73153 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48742 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530440.000000 Penalty: 40818.515625
Iteration 144Q: 20 clusters Score -6.953044e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 83638 members 
Mstep: Class 4 contains 10928 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 73227 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55779 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7298 members 
Mstep: Class 14 contains 53474 members 
Mstep: Class 15 contains 73193 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48745 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530512.000000 Penalty: 40818.515625
Iteration 145Q: 20 clusters Score -6.953051e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 83638 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 73060 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55831 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7290 members 
Mstep: Class 14 contains 53586 members 
Mstep: Class 15 contains 73229 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48747 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530352.000000 Penalty: 40818.515625
Iteration 146Q: 20 clusters Score -6.953035e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 83629 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 72870 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55885 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7290 members 
Mstep: Class 14 contains 53695 members 
Mstep: Class 15 contains 73264 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48751 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530320.000000 Penalty: 40818.515625
Iteration 147Q: 20 clusters Score -6.953032e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 10557 members 
Mstep: Class 3 contains 83627 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 72671 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55932 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7281 members 
Mstep: Class 14 contains 53801 members 
Mstep: Class 15 contains 73294 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48761 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530232.000000 Penalty: 40818.515625
Iteration 148Q: 20 clusters Score -6.953023e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 83620 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 72485 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 55987 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7277 members 
Mstep: Class 14 contains 53906 members 
Mstep: Class 15 contains 73322 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48766 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530200.000000 Penalty: 40818.515625
Iteration 149Q: 20 clusters Score -6.95302e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 83606 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 72305 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56045 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7272 members 
Mstep: Class 14 contains 54008 members 
Mstep: Class 15 contains 73360 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48773 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530208.000000 Penalty: 40818.515625
Iteration 150Q: 20 clusters Score -6.953021e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 83587 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 72115 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 56097 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 54125 members 
Mstep: Class 15 contains 73406 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48778 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530336.000000 Penalty: 40818.515625
Iteration 151Q: 20 clusters Score -6.953034e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 83569 members 
Mstep: Class 4 contains 10917 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 71918 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56153 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 54252 members 
Mstep: Class 15 contains 73442 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48784 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530360.000000 Penalty: 40818.515625
Iteration 152Q: 20 clusters Score -6.953036e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 10530 members 
Mstep: Class 3 contains 83548 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 71716 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56199 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7265 members 
Mstep: Class 14 contains 54386 members 
Mstep: Class 15 contains 73470 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48789 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530392.000000 Penalty: 40818.515625
Iteration 153Q: 20 clusters Score -6.953039e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 10523 members 
Mstep: Class 3 contains 83522 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 71499 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56248 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7259 members 
Mstep: Class 14 contains 54515 members 
Mstep: Class 15 contains 73513 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48794 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530408.000000 Penalty: 40818.515625
Iteration 154Q: 20 clusters Score -6.953041e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 83526 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 71271 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56287 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7250 members 
Mstep: Class 14 contains 54642 members 
Mstep: Class 15 contains 73548 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48797 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530264.000000 Penalty: 40818.515625
Iteration 155Q: 20 clusters Score -6.953026e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 10516 members 
Mstep: Class 3 contains 83525 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 71018 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56330 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7246 members 
Mstep: Class 14 contains 54772 members 
Mstep: Class 15 contains 73602 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48798 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530264.000000 Penalty: 40818.515625
Iteration 156Q: 20 clusters Score -6.953026e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 10515 members 
Mstep: Class 3 contains 83531 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 70782 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56368 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7247 members 
Mstep: Class 14 contains 54911 members 
Mstep: Class 15 contains 73634 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48798 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530240.000000 Penalty: 40818.515625
Iteration 157Q: 20 clusters Score -6.953024e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 10512 members 
Mstep: Class 3 contains 83545 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 70536 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56412 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 55062 members 
Mstep: Class 15 contains 73663 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48796 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530264.000000 Penalty: 40818.515625
Iteration 158Q: 20 clusters Score -6.953026e+07 nChanged 495
Entering ConstructFrom: 
Score: -69530264.000000 Penalty: 40818.515625
Entering ConstructFrom: 
Trying to split cluster 1 (73902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Entering Unmasked Estep 
Score: -9504708.000000 Penalty: 1821.705444
	Iteration 0F: 2 clusters Score -9504708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -9456453.000000 Penalty: 3643.410889
	Iteration 0F: 3 clusters Score -9456453 nChanged 34840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -9476239.000000 Penalty: 3643.410889
	Iteration 1F: 3 clusters Score -9476239 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -9476941.000000 Penalty: 3643.410889
	Iteration 2Q: 3 clusters Score -9476941 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -9477902.000000 Penalty: 3643.410889
	Iteration 3Q: 3 clusters Score -9477902 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -9479476.000000 Penalty: 3643.410889
	Iteration 4Q: 3 clusters Score -9479476 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -9482049.000000 Penalty: 3643.410889
	Iteration 5F: 3 clusters Score -9482049 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -9485897.000000 Penalty: 3643.410889
	Iteration 6F: 3 clusters Score -9485897 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -9490559.000000 Penalty: 3643.410889
	Iteration 7F: 3 clusters Score -9490559 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -9494572.000000 Penalty: 3643.410889
	Iteration 8F: 3 clusters Score -9494572 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -9496822.000000 Penalty: 3643.410889
	Iteration 9Q: 3 clusters Score -9496822 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -9497934.000000 Penalty: 3643.410889
	Iteration 10Q: 3 clusters Score -9497934 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -9498458.000000 Penalty: 3643.410889
	Iteration 11Q: 3 clusters Score -9498458 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -9498884.000000 Penalty: 3643.410889
	Iteration 12Q: 3 clusters Score -9498884 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -9499263.000000 Penalty: 3643.410889
	Iteration 13Q: 3 clusters Score -9499263 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -9499575.000000 Penalty: 3643.410889
	Iteration 14Q: 3 clusters Score -9499575 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -9499848.000000 Penalty: 3643.410889
	Iteration 15Q: 3 clusters Score -9499848 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -9500010.000000 Penalty: 3643.410889
	Iteration 16Q: 3 clusters Score -9500010 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -9500153.000000 Penalty: 3643.410889
	Iteration 17Q: 3 clusters Score -9500153 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -9500253.000000 Penalty: 3643.410889
	Iteration 18Q: 3 clusters Score -9500253 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -9500401.000000 Penalty: 3643.410889
	Iteration 19Q: 3 clusters Score -9500401 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -9500497.000000 Penalty: 3643.410889
	Iteration 20F: 3 clusters Score -9500497 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -9500585.000000 Penalty: 3643.410889
	Iteration 21Q: 3 clusters Score -9500585 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -9500651.000000 Penalty: 3643.410889
	Iteration 22Q: 3 clusters Score -9500651 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -9500765.000000 Penalty: 3643.410889
	Iteration 23Q: 3 clusters Score -9500765 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -9500848.000000 Penalty: 3643.410889
	Iteration 24Q: 3 clusters Score -9500848 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -9500934.000000 Penalty: 3643.410889
	Iteration 25Q: 3 clusters Score -9500934 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -9501021.000000 Penalty: 3643.410889
	Iteration 26Q: 3 clusters Score -9501021 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -9501091.000000 Penalty: 3643.410889
	Iteration 27Q: 3 clusters Score -9501091 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -9501168.000000 Penalty: 3643.410889
	Iteration 28Q: 3 clusters Score -9501168 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -9501254.000000 Penalty: 3643.410889
	Iteration 29Q: 3 clusters Score -9501254 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -9501349.000000 Penalty: 3643.410889
	Iteration 30Q: 3 clusters Score -9501349 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -9501414.000000 Penalty: 3643.410889
	Iteration 31Q: 3 clusters Score -9501414 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -9501560.000000 Penalty: 3643.410889
	Iteration 32Q: 3 clusters Score -9501560 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -9501683.000000 Penalty: 3643.410889
	Iteration 33Q: 3 clusters Score -9501683 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -9501784.000000 Penalty: 3643.410889
	Iteration 34Q: 3 clusters Score -9501784 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -9501879.000000 Penalty: 3643.410889
	Iteration 35Q: 3 clusters Score -9501879 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -9501947.000000 Penalty: 3643.410889
	Iteration 36Q: 3 clusters Score -9501947 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -9501995.000000 Penalty: 3643.410889
	Iteration 37Q: 3 clusters Score -9501995 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -9502029.000000 Penalty: 3643.410889
	Iteration 38Q: 3 clusters Score -9502029 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -9502100.000000 Penalty: 3643.410889
	Iteration 39Q: 3 clusters Score -9502100 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -9502174.000000 Penalty: 3643.410889
	Iteration 40F: 3 clusters Score -9502174 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -9502226.000000 Penalty: 3643.410889
	Iteration 41Q: 3 clusters Score -9502226 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -9502274.000000 Penalty: 3643.410889
	Iteration 42Q: 3 clusters Score -9502274 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9502345.000000 Penalty: 3643.410889
	Iteration 43Q: 3 clusters Score -9502345 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -9502448.000000 Penalty: 3643.410889
	Iteration 44Q: 3 clusters Score -9502448 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -9502515.000000 Penalty: 3643.410889
	Iteration 45Q: 3 clusters Score -9502515 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70492 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -9502589.000000 Penalty: 3643.410889
	Iteration 46Q: 3 clusters Score -9502589 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -9502621.000000 Penalty: 3643.410889
	Iteration 47Q: 3 clusters Score -9502621 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9502664.000000 Penalty: 3643.410889
	Iteration 48Q: 3 clusters Score -9502664 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -9502702.000000 Penalty: 3643.410889
	Iteration 49Q: 3 clusters Score -9502702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -9502723.000000 Penalty: 3643.410889
	Iteration 50Q: 3 clusters Score -9502723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9502746.000000 Penalty: 3643.410889
	Iteration 51Q: 3 clusters Score -9502746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9502777.000000 Penalty: 3643.410889
	Iteration 52Q: 3 clusters Score -9502777 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9502813.000000 Penalty: 3643.410889
	Iteration 53Q: 3 clusters Score -9502813 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9502835.000000 Penalty: 3643.410889
	Iteration 54Q: 3 clusters Score -9502835 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -9502845.000000 Penalty: 3643.410889
	Iteration 55Q: 3 clusters Score -9502845 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9502875.000000 Penalty: 3643.410889
	Iteration 56Q: 3 clusters Score -9502875 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9502881.000000 Penalty: 3643.410889
	Iteration 57Q: 3 clusters Score -9502881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9502903.000000 Penalty: 3643.410889
	Iteration 58Q: 3 clusters Score -9502903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9502925.000000 Penalty: 3643.410889
	Iteration 59Q: 3 clusters Score -9502925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9502944.000000 Penalty: 3643.410889
	Iteration 60F: 3 clusters Score -9502944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9502948.000000 Penalty: 3643.410889
	Iteration 61Q: 3 clusters Score -9502948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9502986.000000 Penalty: 3643.410889
	Iteration 62Q: 3 clusters Score -9502986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9502991.000000 Penalty: 3643.410889
	Iteration 63Q: 3 clusters Score -9502991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9502997.000000 Penalty: 3643.410889
	Iteration 64Q: 3 clusters Score -9502997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9503012.000000 Penalty: 3643.410889
	Iteration 65Q: 3 clusters Score -9503012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9503020.000000 Penalty: 3643.410889
	Iteration 66Q: 3 clusters Score -9503020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9503034.000000 Penalty: 3643.410889
	Iteration 67Q: 3 clusters Score -9503034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9503047.000000 Penalty: 3643.410889
	Iteration 68Q: 3 clusters Score -9503047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9503054.000000 Penalty: 3643.410889
	Iteration 69Q: 3 clusters Score -9503054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9503058.000000 Penalty: 3643.410889
	Iteration 70Q: 3 clusters Score -9503058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9503057.000000 Penalty: 3643.410889
	Iteration 71Q: 3 clusters Score -9503057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9503053.000000 Penalty: 3643.410889
	Iteration 72Q: 3 clusters Score -9503053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9503061.000000 Penalty: 3643.410889
	Iteration 73Q: 3 clusters Score -9503061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9503067.000000 Penalty: 3643.410889
	Iteration 74Q: 3 clusters Score -9503067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9503075.000000 Penalty: 3643.410889
	Iteration 75Q: 3 clusters Score -9503075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9503072.000000 Penalty: 3643.410889
	Iteration 76Q: 3 clusters Score -9503072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9503081.000000 Penalty: 3643.410889
	Iteration 77Q: 3 clusters Score -9503081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9503081.000000 Penalty: 3643.410889
	Iteration 78Q: 3 clusters Score -9503081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9503079.000000 Penalty: 3643.410889
	Iteration 79Q: 3 clusters Score -9503079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9503096.000000 Penalty: 3643.410889
	Iteration 80F: 3 clusters Score -9503096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9503087.000000 Penalty: 3643.410889
	Iteration 81Q: 3 clusters Score -9503087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9503099.000000 Penalty: 3643.410889
	Iteration 82Q: 3 clusters Score -9503099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9503100.000000 Penalty: 3643.410889
	Iteration 83Q: 3 clusters Score -9503100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72284 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9503095.000000 Penalty: 3643.410889
	Iteration 84Q: 3 clusters Score -9503095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9503102.000000 Penalty: 3643.410889
	Iteration 85Q: 3 clusters Score -9503102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9503089.000000 Penalty: 3643.410889
	Iteration 86Q: 3 clusters Score -9503089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9503086.000000 Penalty: 3643.410889
	Iteration 87Q: 3 clusters Score -9503086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9503093.000000 Penalty: 3643.410889
	Iteration 88Q: 3 clusters Score -9503093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9503110.000000 Penalty: 3643.410889
	Iteration 89Q: 3 clusters Score -9503110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9503113.000000 Penalty: 3643.410889
	Iteration 90Q: 3 clusters Score -9503113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9503127.000000 Penalty: 3643.410889
	Iteration 91Q: 3 clusters Score -9503127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9503132.000000 Penalty: 3643.410889
	Iteration 92Q: 3 clusters Score -9503132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9503148.000000 Penalty: 3643.410889
	Iteration 93Q: 3 clusters Score -9503148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9503163.000000 Penalty: 3643.410889
	Iteration 94Q: 3 clusters Score -9503163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9503169.000000 Penalty: 3643.410889
	Iteration 95Q: 3 clusters Score -9503169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9503169.000000 Penalty: 3643.410889
	Iteration 96Q: 3 clusters Score -9503169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -9503161.000000 Penalty: 3643.410889
	Iteration 97Q: 3 clusters Score -9503161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9503179.000000 Penalty: 3643.410889
	Iteration 98Q: 3 clusters Score -9503179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9503193.000000 Penalty: 3643.410889
	Iteration 99Q: 3 clusters Score -9503193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9503198.000000 Penalty: 3643.410889
	Iteration 100F: 3 clusters Score -9503198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -9503203.000000 Penalty: 3643.410889
	Iteration 101Q: 3 clusters Score -9503203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9503208.000000 Penalty: 3643.410889
	Iteration 102Q: 3 clusters Score -9503208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9503213.000000 Penalty: 3643.410889
	Iteration 103Q: 3 clusters Score -9503213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9503226.000000 Penalty: 3643.410889
	Iteration 104Q: 3 clusters Score -9503226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9503234.000000 Penalty: 3643.410889
	Iteration 105Q: 3 clusters Score -9503234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9503232.000000 Penalty: 3643.410889
	Iteration 106Q: 3 clusters Score -9503232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9503227.000000 Penalty: 3643.410889
	Iteration 107Q: 3 clusters Score -9503227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9503233.000000 Penalty: 3643.410889
	Iteration 108Q: 3 clusters Score -9503233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9503233.000000 Penalty: 3643.410889
	Iteration 109Q: 3 clusters Score -9503233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9503245.000000 Penalty: 3643.410889
	Iteration 110Q: 3 clusters Score -9503245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9503247.000000 Penalty: 3643.410889
	Iteration 111Q: 3 clusters Score -9503247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9503244.000000 Penalty: 3643.410889
	Iteration 112Q: 3 clusters Score -9503244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9503244.000000 Penalty: 3643.410889
	Iteration 113Q: 3 clusters Score -9503244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9503247.000000 Penalty: 3643.410889
	Iteration 114Q: 3 clusters Score -9503247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9503243.000000 Penalty: 3643.410889
	Iteration 115Q: 3 clusters Score -9503243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9503242.000000 Penalty: 3643.410889
	Iteration 116Q: 3 clusters Score -9503242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9503255.000000 Penalty: 3643.410889
	Iteration 117Q: 3 clusters Score -9503255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9503257.000000 Penalty: 3643.410889
	Iteration 118Q: 3 clusters Score -9503257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9503258.000000 Penalty: 3643.410889
	Iteration 119Q: 3 clusters Score -9503258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9503254.000000 Penalty: 3643.410889
	Iteration 120F: 3 clusters Score -9503254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9503265.000000 Penalty: 3643.410889
	Iteration 121Q: 3 clusters Score -9503265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9503262.000000 Penalty: 3643.410889
	Iteration 122Q: 3 clusters Score -9503262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9503268.000000 Penalty: 3643.410889
	Iteration 123Q: 3 clusters Score -9503268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9503265.000000 Penalty: 3643.410889
	Iteration 124Q: 3 clusters Score -9503265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9503261.000000 Penalty: 3643.410889
	Iteration 125Q: 3 clusters Score -9503261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9503266.000000 Penalty: 3643.410889
	Iteration 126Q: 3 clusters Score -9503266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9503267.000000 Penalty: 3643.410889
	Iteration 127Q: 3 clusters Score -9503267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9503267.000000 Penalty: 3643.410889
	Iteration 128Q: 3 clusters Score -9503267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9503267.000000 Penalty: 3643.410889
	Iteration 129F: 3 clusters Score -9503267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Entering Unmasked Estep 
Score: -1327965.500000 Penalty: 1504.778809
	Iteration 0F: 2 clusters Score -1327966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1320532.250000 Penalty: 3009.557617
	Iteration 0F: 3 clusters Score -1320532 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1322897.625000 Penalty: 3009.557617
	Iteration 1F: 3 clusters Score -1322898 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1323105.375000 Penalty: 3009.557617
	Iteration 2F: 3 clusters Score -1323105 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1323272.250000 Penalty: 3009.557617
	Iteration 3Q: 3 clusters Score -1323272 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1323401.125000 Penalty: 3009.557617
	Iteration 4Q: 3 clusters Score -1323401 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1323503.500000 Penalty: 3009.557617
	Iteration 5Q: 3 clusters Score -1323504 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1323624.875000 Penalty: 3009.557617
	Iteration 6Q: 3 clusters Score -1323625 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1323775.375000 Penalty: 3009.557617
	Iteration 7Q: 3 clusters Score -1323775 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1323986.625000 Penalty: 3009.557617
	Iteration 8Q: 3 clusters Score -1323987 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1324242.625000 Penalty: 3009.557617
	Iteration 9Q: 3 clusters Score -1324243 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1324567.375000 Penalty: 3009.557617
	Iteration 10Q: 3 clusters Score -1324567 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1324973.500000 Penalty: 3009.557617
	Iteration 11F: 3 clusters Score -1324974 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1325445.500000 Penalty: 3009.557617
	Iteration 12F: 3 clusters Score -1325446 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1325851.625000 Penalty: 3009.557617
	Iteration 13Q: 3 clusters Score -1325852 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1326197.875000 Penalty: 3009.557617
	Iteration 14Q: 3 clusters Score -1326198 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1326403.625000 Penalty: 3009.557617
	Iteration 15Q: 3 clusters Score -1326404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1326516.500000 Penalty: 3009.557617
	Iteration 16Q: 3 clusters Score -1326516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1326569.625000 Penalty: 3009.557617
	Iteration 17Q: 3 clusters Score -1326570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1326603.875000 Penalty: 3009.557617
	Iteration 18Q: 3 clusters Score -1326604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1326630.375000 Penalty: 3009.557617
	Iteration 19Q: 3 clusters Score -1326630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1326642.000000 Penalty: 3009.557617
	Iteration 20F: 3 clusters Score -1326642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1326648.625000 Penalty: 3009.557617
	Iteration 21Q: 3 clusters Score -1326649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1326660.500000 Penalty: 3009.557617
	Iteration 22Q: 3 clusters Score -1326660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1326666.500000 Penalty: 3009.557617
	Iteration 23Q: 3 clusters Score -1326666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1326672.125000 Penalty: 3009.557617
	Iteration 24Q: 3 clusters Score -1326672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1326672.125000 Penalty: 3009.557617
	Iteration 25Q: 3 clusters Score -1326672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1326672.125000 Penalty: 3009.557617
	Iteration 26F: 3 clusters Score -1326672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Entering Unmasked Estep 
Score: -10727521.000000 Penalty: 1841.680054
	Iteration 0F: 2 clusters Score -1.072752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -10672600.000000 Penalty: 3683.360107
	Iteration 0F: 3 clusters Score -1.06726e+07 nChanged 39811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -10696235.000000 Penalty: 3683.360107
	Iteration 1F: 3 clusters Score -1.069624e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -10697814.000000 Penalty: 3683.360107
	Iteration 2Q: 3 clusters Score -1.069781e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -10700137.000000 Penalty: 3683.360107
	Iteration 3F: 3 clusters Score -1.070014e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -10703423.000000 Penalty: 3683.360107
	Iteration 4F: 3 clusters Score -1.070342e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -10707521.000000 Penalty: 3683.360107
	Iteration 5F: 3 clusters Score -1.070752e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -10711411.000000 Penalty: 3683.360107
	Iteration 6F: 3 clusters Score -1.071141e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -10714453.000000 Penalty: 3683.360107
	Iteration 7F: 3 clusters Score -1.071445e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -10716195.000000 Penalty: 3683.360107
	Iteration 8Q: 3 clusters Score -1.07162e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -10717158.000000 Penalty: 3683.360107
	Iteration 9Q: 3 clusters Score -1.071716e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -10717989.000000 Penalty: 3683.360107
	Iteration 10Q: 3 clusters Score -1.071799e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -10718691.000000 Penalty: 3683.360107
	Iteration 11Q: 3 clusters Score -1.071869e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -10719496.000000 Penalty: 3683.360107
	Iteration 12Q: 3 clusters Score -1.07195e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -10720162.000000 Penalty: 3683.360107
	Iteration 13Q: 3 clusters Score -1.072016e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -10720860.000000 Penalty: 3683.360107
	Iteration 14Q: 3 clusters Score -1.072086e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -10721569.000000 Penalty: 3683.360107
	Iteration 15Q: 3 clusters Score -1.072157e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -10722183.000000 Penalty: 3683.360107
	Iteration 16Q: 3 clusters Score -1.072218e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -10722607.000000 Penalty: 3683.360107
	Iteration 17Q: 3 clusters Score -1.072261e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -10723052.000000 Penalty: 3683.360107
	Iteration 18Q: 3 clusters Score -1.072305e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -10723427.000000 Penalty: 3683.360107
	Iteration 19Q: 3 clusters Score -1.072343e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -10723792.000000 Penalty: 3683.360107
	Iteration 20F: 3 clusters Score -1.072379e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -10724092.000000 Penalty: 3683.360107
	Iteration 21Q: 3 clusters Score -1.072409e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -10724358.000000 Penalty: 3683.360107
	Iteration 22Q: 3 clusters Score -1.072436e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -10724551.000000 Penalty: 3683.360107
	Iteration 23Q: 3 clusters Score -1.072455e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
Score: -10724693.000000 Penalty: 3683.360107
	Iteration 24Q: 3 clusters Score -1.072469e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -10724869.000000 Penalty: 3683.360107
	Iteration 25Q: 3 clusters Score -1.072487e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -10724949.000000 Penalty: 3683.360107
	Iteration 26Q: 3 clusters Score -1.072495e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -10725075.000000 Penalty: 3683.360107
	Iteration 27Q: 3 clusters Score -1.072508e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -10725212.000000 Penalty: 3683.360107
	Iteration 28Q: 3 clusters Score -1.072521e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -10725281.000000 Penalty: 3683.360107
	Iteration 29Q: 3 clusters Score -1.072528e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -10725346.000000 Penalty: 3683.360107
	Iteration 30Q: 3 clusters Score -1.072535e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -10725393.000000 Penalty: 3683.360107
	Iteration 31Q: 3 clusters Score -1.072539e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -10725427.000000 Penalty: 3683.360107
	Iteration 32Q: 3 clusters Score -1.072543e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -10725459.000000 Penalty: 3683.360107
	Iteration 33Q: 3 clusters Score -1.072546e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
Score: -10725517.000000 Penalty: 3683.360107
	Iteration 34Q: 3 clusters Score -1.072552e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -10725538.000000 Penalty: 3683.360107
	Iteration 35Q: 3 clusters Score -1.072554e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -10725585.000000 Penalty: 3683.360107
	Iteration 36Q: 3 clusters Score -1.072558e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -10725636.000000 Penalty: 3683.360107
	Iteration 37Q: 3 clusters Score -1.072564e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -10725669.000000 Penalty: 3683.360107
	Iteration 38Q: 3 clusters Score -1.072567e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -10725703.000000 Penalty: 3683.360107
	Iteration 39Q: 3 clusters Score -1.07257e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 82153 members 
Entering Unmasked Estep 
Score: -10725743.000000 Penalty: 3683.360107
	Iteration 40F: 3 clusters Score -1.072574e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -10725750.000000 Penalty: 3683.360107
	Iteration 41Q: 3 clusters Score -1.072575e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 82316 members 
Entering Unmasked Estep 
Score: -10725763.000000 Penalty: 3683.360107
	Iteration 42Q: 3 clusters Score -1.072576e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -10725759.000000 Penalty: 3683.360107
	Iteration 43Q: 3 clusters Score -1.072576e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -10725798.000000 Penalty: 3683.360107
	Iteration 44Q: 3 clusters Score -1.07258e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -10725823.000000 Penalty: 3683.360107
	Iteration 45Q: 3 clusters Score -1.072582e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -10725868.000000 Penalty: 3683.360107
	Iteration 46Q: 3 clusters Score -1.072587e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -10725869.000000 Penalty: 3683.360107
	Iteration 47Q: 3 clusters Score -1.072587e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -10725878.000000 Penalty: 3683.360107
	Iteration 48Q: 3 clusters Score -1.072588e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -10725899.000000 Penalty: 3683.360107
	Iteration 49Q: 3 clusters Score -1.07259e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -10725900.000000 Penalty: 3683.360107
	Iteration 50Q: 3 clusters Score -1.07259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -10725927.000000 Penalty: 3683.360107
	Iteration 51Q: 3 clusters Score -1.072593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -10725940.000000 Penalty: 3683.360107
	Iteration 52Q: 3 clusters Score -1.072594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -10725945.000000 Penalty: 3683.360107
	Iteration 53Q: 3 clusters Score -1.072594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 82867 members 
Entering Unmasked Estep 
Score: -10725948.000000 Penalty: 3683.360107
	Iteration 54Q: 3 clusters Score -1.072595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -10725956.000000 Penalty: 3683.360107
	Iteration 55Q: 3 clusters Score -1.072596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -10725964.000000 Penalty: 3683.360107
	Iteration 56Q: 3 clusters Score -1.072596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -10725967.000000 Penalty: 3683.360107
	Iteration 57Q: 3 clusters Score -1.072597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -10725967.000000 Penalty: 3683.360107
	Iteration 58Q: 3 clusters Score -1.072597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -10725970.000000 Penalty: 3683.360107
	Iteration 59Q: 3 clusters Score -1.072597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -10725970.000000 Penalty: 3683.360107
	Iteration 60F: 3 clusters Score -1.072597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 82932 members 
Entering Unmasked Estep 
Score: -10725975.000000 Penalty: 3683.360107
	Iteration 61Q: 3 clusters Score -1.072598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -10725981.000000 Penalty: 3683.360107
	Iteration 62Q: 3 clusters Score -1.072598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -10725987.000000 Penalty: 3683.360107
	Iteration 63Q: 3 clusters Score -1.072599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -10725985.000000 Penalty: 3683.360107
	Iteration 64Q: 3 clusters Score -1.072598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -10725987.000000 Penalty: 3683.360107
	Iteration 65Q: 3 clusters Score -1.072599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -10725988.000000 Penalty: 3683.360107
	Iteration 66Q: 3 clusters Score -1.072599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -10725998.000000 Penalty: 3683.360107
	Iteration 67Q: 3 clusters Score -1.0726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -10725988.000000 Penalty: 3683.360107
	Iteration 68Q: 3 clusters Score -1.072599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -10726004.000000 Penalty: 3683.360107
	Iteration 69Q: 3 clusters Score -1.0726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -10726010.000000 Penalty: 3683.360107
	Iteration 70Q: 3 clusters Score -1.072601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -10726011.000000 Penalty: 3683.360107
	Iteration 71Q: 3 clusters Score -1.072601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -10726012.000000 Penalty: 3683.360107
	Iteration 72Q: 3 clusters Score -1.072601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -10726019.000000 Penalty: 3683.360107
	Iteration 73Q: 3 clusters Score -1.072602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 83044 members 
Entering Unmasked Estep 
Score: -10726013.000000 Penalty: 3683.360107
	Iteration 74Q: 3 clusters Score -1.072601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -10726017.000000 Penalty: 3683.360107
	Iteration 75Q: 3 clusters Score -1.072602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -10726013.000000 Penalty: 3683.360107
	Iteration 76Q: 3 clusters Score -1.072601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -10726019.000000 Penalty: 3683.360107
	Iteration 77Q: 3 clusters Score -1.072602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -10726017.000000 Penalty: 3683.360107
	Iteration 78Q: 3 clusters Score -1.072602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -10726017.000000 Penalty: 3683.360107
	Iteration 79F: 3 clusters Score -1.072602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Entering Unmasked Estep 
Score: -1390652.500000 Penalty: 1510.863037
	Iteration 0F: 2 clusters Score -1390652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1382894.000000 Penalty: 3021.726074
	Iteration 0F: 3 clusters Score -1382894 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1385376.500000 Penalty: 3021.726074
	Iteration 1F: 3 clusters Score -1385376 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1385679.500000 Penalty: 3021.726074
	Iteration 2F: 3 clusters Score -1385680 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1385980.750000 Penalty: 3021.726074
	Iteration 3F: 3 clusters Score -1385981 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1386301.375000 Penalty: 3021.726074
	Iteration 4F: 3 clusters Score -1386301 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1386676.000000 Penalty: 3021.726074
	Iteration 5F: 3 clusters Score -1386676 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1387090.750000 Penalty: 3021.726074
	Iteration 6F: 3 clusters Score -1387091 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1387547.500000 Penalty: 3021.726074
	Iteration 7F: 3 clusters Score -1387548 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1387961.250000 Penalty: 3021.726074
	Iteration 8F: 3 clusters Score -1387961 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1388301.875000 Penalty: 3021.726074
	Iteration 9Q: 3 clusters Score -1388302 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1388558.125000 Penalty: 3021.726074
	Iteration 10Q: 3 clusters Score -1388558 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1388757.375000 Penalty: 3021.726074
	Iteration 11Q: 3 clusters Score -1388757 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1388919.125000 Penalty: 3021.726074
	Iteration 12Q: 3 clusters Score -1388919 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1389040.125000 Penalty: 3021.726074
	Iteration 13Q: 3 clusters Score -1389040 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1389135.000000 Penalty: 3021.726074
	Iteration 14Q: 3 clusters Score -1389135 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1389199.500000 Penalty: 3021.726074
	Iteration 15Q: 3 clusters Score -1389200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1389242.000000 Penalty: 3021.726074
	Iteration 16Q: 3 clusters Score -1389242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1389279.875000 Penalty: 3021.726074
	Iteration 17Q: 3 clusters Score -1389280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1389315.250000 Penalty: 3021.726074
	Iteration 18Q: 3 clusters Score -1389315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1389341.125000 Penalty: 3021.726074
	Iteration 19Q: 3 clusters Score -1389341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1389361.250000 Penalty: 3021.726074
	Iteration 20F: 3 clusters Score -1389361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1389380.000000 Penalty: 3021.726074
	Iteration 21Q: 3 clusters Score -1389380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1389393.750000 Penalty: 3021.726074
	Iteration 22Q: 3 clusters Score -1389394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1389402.375000 Penalty: 3021.726074
	Iteration 23Q: 3 clusters Score -1389402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1389409.250000 Penalty: 3021.726074
	Iteration 24Q: 3 clusters Score -1389409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1389413.750000 Penalty: 3021.726074
	Iteration 25Q: 3 clusters Score -1389414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1389419.375000 Penalty: 3021.726074
	Iteration 26Q: 3 clusters Score -1389419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1389422.750000 Penalty: 3021.726074
	Iteration 27Q: 3 clusters Score -1389423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1389423.750000 Penalty: 3021.726074
	Iteration 28Q: 3 clusters Score -1389424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1389423.750000 Penalty: 3021.726074
	Iteration 29F: 3 clusters Score -1389424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39508.261719 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -39508.26 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 212 members 
Entering Unmasked Estep 
Score: -38524.820312 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -38524.82 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38795.648438 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -38795.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38914.097656 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -38914.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38981.582031 Penalty: 1971.485229
	Iteration 3Q: 3 clusters Score -38981.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39061.777344 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -39061.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39119.328125 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -39119.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39188.285156 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -39188.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39264.714844 Penalty: 1971.485229
	Iteration 7F: 3 clusters Score -39264.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39297.792969 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -39297.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39325.515625 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -39325.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39345.863281 Penalty: 1971.485229
	Iteration 10Q: 3 clusters Score -39345.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39361.316406 Penalty: 1971.485229
	Iteration 11Q: 3 clusters Score -39361.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39362.000000 Penalty: 1971.485229
	Iteration 12Q: 3 clusters Score -39362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39363.203125 Penalty: 1971.485229
	Iteration 13Q: 3 clusters Score -39363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39363.507812 Penalty: 1971.485229
	Iteration 14Q: 3 clusters Score -39363.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39363.507812 Penalty: 1971.485229
	Iteration 15F: 3 clusters Score -39363.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Entering Unmasked Estep 
Score: -9054789.000000 Penalty: 1813.483887
	Iteration 0F: 2 clusters Score -9054789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -9007845.000000 Penalty: 3626.967773
	Iteration 0F: 3 clusters Score -9007845 nChanged 33643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -9027181.000000 Penalty: 3626.967773
	Iteration 1F: 3 clusters Score -9027181 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -9027777.000000 Penalty: 3626.967773
	Iteration 2Q: 3 clusters Score -9027777 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -9028649.000000 Penalty: 3626.967773
	Iteration 3Q: 3 clusters Score -9028649 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -9029987.000000 Penalty: 3626.967773
	Iteration 4Q: 3 clusters Score -9029987 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -9032204.000000 Penalty: 3626.967773
	Iteration 5F: 3 clusters Score -9032204 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -9035602.000000 Penalty: 3626.967773
	Iteration 6F: 3 clusters Score -9035602 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -9040622.000000 Penalty: 3626.967773
	Iteration 7F: 3 clusters Score -9040622 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -9046052.000000 Penalty: 3626.967773
	Iteration 8F: 3 clusters Score -9046052 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -9050096.000000 Penalty: 3626.967773
	Iteration 9F: 3 clusters Score -9050096 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9052018.000000 Penalty: 3626.967773
	Iteration 10Q: 3 clusters Score -9052018 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9052751.000000 Penalty: 3626.967773
	Iteration 11Q: 3 clusters Score -9052751 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9052968.000000 Penalty: 3626.967773
	Iteration 12Q: 3 clusters Score -9052968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9053071.000000 Penalty: 3626.967773
	Iteration 13Q: 3 clusters Score -9053071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9053108.000000 Penalty: 3626.967773
	Iteration 14Q: 3 clusters Score -9053108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9053139.000000 Penalty: 3626.967773
	Iteration 15Q: 3 clusters Score -9053139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9053151.000000 Penalty: 3626.967773
	Iteration 16Q: 3 clusters Score -9053151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9053167.000000 Penalty: 3626.967773
	Iteration 17Q: 3 clusters Score -9053167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9053180.000000 Penalty: 3626.967773
	Iteration 18Q: 3 clusters Score -9053180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9053173.000000 Penalty: 3626.967773
	Iteration 19Q: 3 clusters Score -9053173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9053176.000000 Penalty: 3626.967773
	Iteration 20F: 3 clusters Score -9053176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9053182.000000 Penalty: 3626.967773
	Iteration 21Q: 3 clusters Score -9053182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9053182.000000 Penalty: 3626.967773
	Iteration 22Q: 3 clusters Score -9053182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9053182.000000 Penalty: 3626.967773
	Iteration 23Q: 3 clusters Score -9053182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9053182.000000 Penalty: 3626.967773
	Iteration 24F: 3 clusters Score -9053182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -104566.203125 Penalty: 1104.302246
	Iteration 0F: 2 clusters Score -104566.2 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 446 members 
Entering Unmasked Estep 
Score: -103206.820312 Penalty: 2208.604492
	Iteration 0F: 3 clusters Score -103206.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -103515.273438 Penalty: 2208.604492
	Iteration 1F: 3 clusters Score -103515.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103638.804688 Penalty: 2208.604492
	Iteration 2F: 3 clusters Score -103638.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103715.789062 Penalty: 2208.604492
	Iteration 3F: 3 clusters Score -103715.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -103789.023438 Penalty: 2208.604492
	Iteration 4Q: 3 clusters Score -103789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -103847.351562 Penalty: 2208.604492
	Iteration 5Q: 3 clusters Score -103847.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -103878.007812 Penalty: 2208.604492
	Iteration 6Q: 3 clusters Score -103878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -103896.187500 Penalty: 2208.604492
	Iteration 7Q: 3 clusters Score -103896.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -103907.750000 Penalty: 2208.604492
	Iteration 8Q: 3 clusters Score -103907.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -103918.140625 Penalty: 2208.604492
	Iteration 9Q: 3 clusters Score -103918.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -103924.828125 Penalty: 2208.604492
	Iteration 10Q: 3 clusters Score -103924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -103927.882812 Penalty: 2208.604492
	Iteration 11Q: 3 clusters Score -103927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -103929.617188 Penalty: 2208.604492
	Iteration 12Q: 3 clusters Score -103929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -103929.617188 Penalty: 2208.604492
	Iteration 13F: 3 clusters Score -103929.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Entering Unmasked Estep 
Score: -7247385.000000 Penalty: 1777.918945
	Iteration 0F: 2 clusters Score -7247385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -7209521.500000 Penalty: 3555.837891
	Iteration 0F: 3 clusters Score -7209522 nChanged 26809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -7224753.000000 Penalty: 3555.837891
	Iteration 1F: 3 clusters Score -7224753 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -7225226.000000 Penalty: 3555.837891
	Iteration 2Q: 3 clusters Score -7225226 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -7225579.500000 Penalty: 3555.837891
	Iteration 3Q: 3 clusters Score -7225580 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -7226036.500000 Penalty: 3555.837891
	Iteration 4Q: 3 clusters Score -7226036 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -7226519.000000 Penalty: 3555.837891
	Iteration 5Q: 3 clusters Score -7226519 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -7226955.000000 Penalty: 3555.837891
	Iteration 6Q: 3 clusters Score -7226955 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -7227549.000000 Penalty: 3555.837891
	Iteration 7Q: 3 clusters Score -7227549 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -7228369.500000 Penalty: 3555.837891
	Iteration 8Q: 3 clusters Score -7228370 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -7229428.000000 Penalty: 3555.837891
	Iteration 9Q: 3 clusters Score -7229428 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -7230992.500000 Penalty: 3555.837891
	Iteration 10Q: 3 clusters Score -7230992 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -7232953.500000 Penalty: 3555.837891
	Iteration 11Q: 3 clusters Score -7232954 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -7234912.500000 Penalty: 3555.837891
	Iteration 12F: 3 clusters Score -7234912 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -7236262.000000 Penalty: 3555.837891
	Iteration 13Q: 3 clusters Score -7236262 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -7236811.000000 Penalty: 3555.837891
	Iteration 14Q: 3 clusters Score -7236811 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -7237123.000000 Penalty: 3555.837891
	Iteration 15Q: 3 clusters Score -7237123 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -7237250.000000 Penalty: 3555.837891
	Iteration 16Q: 3 clusters Score -7237250 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -7237384.000000 Penalty: 3555.837891
	Iteration 17Q: 3 clusters Score -7237384 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -7237589.500000 Penalty: 3555.837891
	Iteration 18Q: 3 clusters Score -7237590 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -7237798.500000 Penalty: 3555.837891
	Iteration 19Q: 3 clusters Score -7237798 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -7237966.500000 Penalty: 3555.837891
	Iteration 20F: 3 clusters Score -7237966 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -7238211.000000 Penalty: 3555.837891
	Iteration 21Q: 3 clusters Score -7238211 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -7238463.500000 Penalty: 3555.837891
	Iteration 22Q: 3 clusters Score -7238464 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -7238741.500000 Penalty: 3555.837891
	Iteration 23Q: 3 clusters Score -7238742 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -7239009.500000 Penalty: 3555.837891
	Iteration 24Q: 3 clusters Score -7239010 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -7239301.500000 Penalty: 3555.837891
	Iteration 25Q: 3 clusters Score -7239302 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -7239665.500000 Penalty: 3555.837891
	Iteration 26Q: 3 clusters Score -7239666 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -7240039.500000 Penalty: 3555.837891
	Iteration 27Q: 3 clusters Score -7240040 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -7240387.000000 Penalty: 3555.837891
	Iteration 28Q: 3 clusters Score -7240387 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -7240793.000000 Penalty: 3555.837891
	Iteration 29Q: 3 clusters Score -7240793 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -7241234.000000 Penalty: 3555.837891
	Iteration 30Q: 3 clusters Score -7241234 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -7241672.500000 Penalty: 3555.837891
	Iteration 31Q: 3 clusters Score -7241672 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -7242142.500000 Penalty: 3555.837891
	Iteration 32Q: 3 clusters Score -7242142 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -7242595.000000 Penalty: 3555.837891
	Iteration 33Q: 3 clusters Score -7242595 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -7243057.000000 Penalty: 3555.837891
	Iteration 34Q: 3 clusters Score -7243057 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7243498.500000 Penalty: 3555.837891
	Iteration 35Q: 3 clusters Score -7243498 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7243922.500000 Penalty: 3555.837891
	Iteration 36Q: 3 clusters Score -7243922 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7244289.000000 Penalty: 3555.837891
	Iteration 37Q: 3 clusters Score -7244289 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7244615.500000 Penalty: 3555.837891
	Iteration 38Q: 3 clusters Score -7244616 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7244874.000000 Penalty: 3555.837891
	Iteration 39Q: 3 clusters Score -7244874 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7245108.500000 Penalty: 3555.837891
	Iteration 40F: 3 clusters Score -7245108 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7245279.500000 Penalty: 3555.837891
	Iteration 41Q: 3 clusters Score -7245280 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7245420.500000 Penalty: 3555.837891
	Iteration 42Q: 3 clusters Score -7245420 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7245523.000000 Penalty: 3555.837891
	Iteration 43Q: 3 clusters Score -7245523 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7245611.000000 Penalty: 3555.837891
	Iteration 44Q: 3 clusters Score -7245611 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7245669.000000 Penalty: 3555.837891
	Iteration 45Q: 3 clusters Score -7245669 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7245697.000000 Penalty: 3555.837891
	Iteration 46Q: 3 clusters Score -7245697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7245743.500000 Penalty: 3555.837891
	Iteration 47Q: 3 clusters Score -7245744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7245780.000000 Penalty: 3555.837891
	Iteration 48Q: 3 clusters Score -7245780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7245783.500000 Penalty: 3555.837891
	Iteration 49Q: 3 clusters Score -7245784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7245803.500000 Penalty: 3555.837891
	Iteration 50Q: 3 clusters Score -7245804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7245817.500000 Penalty: 3555.837891
	Iteration 51Q: 3 clusters Score -7245818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7245816.500000 Penalty: 3555.837891
	Iteration 52Q: 3 clusters Score -7245816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7245824.000000 Penalty: 3555.837891
	Iteration 53Q: 3 clusters Score -7245824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7245822.000000 Penalty: 3555.837891
	Iteration 54Q: 3 clusters Score -7245822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7245818.500000 Penalty: 3555.837891
	Iteration 55Q: 3 clusters Score -7245818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7245832.000000 Penalty: 3555.837891
	Iteration 56Q: 3 clusters Score -7245832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7245836.000000 Penalty: 3555.837891
	Iteration 57Q: 3 clusters Score -7245836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7245833.500000 Penalty: 3555.837891
	Iteration 58Q: 3 clusters Score -7245834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7245833.500000 Penalty: 3555.837891
	Iteration 59F: 3 clusters Score -7245834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -42798.925781 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -42798.93 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 194 members 
Entering Unmasked Estep 
Score: -41912.191406 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -41912.19 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42168.351562 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -42168.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42227.285156 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -42227.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42238.730469 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -42238.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42245.601562 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -42245.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42251.921875 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -42251.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42259.230469 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -42259.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42261.382812 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -42261.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42265.101562 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -42265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42279.062500 Penalty: 1953.661865
	Iteration 9Q: 3 clusters Score -42279.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42290.140625 Penalty: 1953.661865
	Iteration 10Q: 3 clusters Score -42290.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42291.199219 Penalty: 1953.661865
	Iteration 11Q: 3 clusters Score -42291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42293.464844 Penalty: 1953.661865
	Iteration 12Q: 3 clusters Score -42293.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42294.453125 Penalty: 1953.661865
	Iteration 13F: 3 clusters Score -42294.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42318.222656 Penalty: 1953.661865
	Iteration 14Q: 3 clusters Score -42318.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42328.433594 Penalty: 1953.661865
	Iteration 15Q: 3 clusters Score -42328.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42336.496094 Penalty: 1953.661865
	Iteration 16Q: 3 clusters Score -42336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42346.101562 Penalty: 1953.661865
	Iteration 17Q: 3 clusters Score -42346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42353.257812 Penalty: 1953.661865
	Iteration 18Q: 3 clusters Score -42353.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42372.718750 Penalty: 1953.661865
	Iteration 19Q: 3 clusters Score -42372.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42387.992188 Penalty: 1953.661865
	Iteration 20F: 3 clusters Score -42387.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42390.054688 Penalty: 1953.661865
	Iteration 21Q: 3 clusters Score -42390.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42397.554688 Penalty: 1953.661865
	Iteration 22Q: 3 clusters Score -42397.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42401.750000 Penalty: 1953.661865
	Iteration 23Q: 3 clusters Score -42401.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42405.109375 Penalty: 1953.661865
	Iteration 24F: 3 clusters Score -42405.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42425.503906 Penalty: 1953.661865
	Iteration 25Q: 3 clusters Score -42425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42437.335938 Penalty: 1953.661865
	Iteration 26Q: 3 clusters Score -42437.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42442.382812 Penalty: 1953.661865
	Iteration 27Q: 3 clusters Score -42442.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42445.496094 Penalty: 1953.661865
	Iteration 28Q: 3 clusters Score -42445.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42449.023438 Penalty: 1953.661865
	Iteration 29Q: 3 clusters Score -42449.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42474.226562 Penalty: 1953.661865
	Iteration 30Q: 3 clusters Score -42474.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42486.562500 Penalty: 1953.661865
	Iteration 31Q: 3 clusters Score -42486.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42516.546875 Penalty: 1953.661865
	Iteration 32Q: 3 clusters Score -42516.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42537.687500 Penalty: 1953.661865
	Iteration 33Q: 3 clusters Score -42537.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42557.156250 Penalty: 1953.661865
	Iteration 34Q: 3 clusters Score -42557.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42589.289062 Penalty: 1953.661865
	Iteration 35Q: 3 clusters Score -42589.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42611.660156 Penalty: 1953.661865
	Iteration 36Q: 3 clusters Score -42611.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42622.402344 Penalty: 1953.661865
	Iteration 37Q: 3 clusters Score -42622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42626.968750 Penalty: 1953.661865
	Iteration 38Q: 3 clusters Score -42626.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42683.539062 Penalty: 1953.661865
	Iteration 39Q: 3 clusters Score -42683.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42759.664062 Penalty: 1953.661865
	Iteration 40F: 3 clusters Score -42759.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42836.257812 Penalty: 1953.661865
	Iteration 41Q: 3 clusters Score -42836.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42932.070312 Penalty: 1953.661865
	Iteration 42Q: 3 clusters Score -42932.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43025.000000 Penalty: 1953.661865
	Iteration 43Q: 3 clusters Score -43025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43084.488281 Penalty: 1953.661865
	Iteration 44Q: 3 clusters Score -43084.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43218.343750 Penalty: 1953.661865
	Iteration 45Q: 3 clusters Score -43218.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43320.011719 Penalty: 1953.661865
	Iteration 46Q: 3 clusters Score -43320.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43347.250000 Penalty: 1953.661865
	Iteration 47Q: 3 clusters Score -43347.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43347.250000 Penalty: 1953.661865
	Iteration 48F: 3 clusters Score -43347.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 10511 members 
Mstep: Class 3 contains 83568 members 
Mstep: Class 4 contains 10912 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 70256 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56446 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 55228 members 
Mstep: Class 15 contains 73699 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 48795 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55005 members 
Entering Unmasked Estep 
Score: -69529568.000000 Penalty: 42966.859375
Splitting cluster 9 changes total score from -69530264.000000 to -69529568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -14112.992188 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -14112.99 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 115 members 
Entering Unmasked Estep 
Score: -13454.404297 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -13454.4 nChanged 59
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: -13784.231445 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -13784.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13942.816406 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -13942.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14047.600586 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -14047.6 nChanged 9
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: -14131.386719 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -14131.39 nChanged 11
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: -14203.944336 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -14203.94 nChanged 1
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: -14204.387695 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -14204.39 nChanged 0
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: -14204.387695 Penalty: 1770.189575
	Iteration 7F: 3 clusters Score -14204.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 10511 members 
Mstep: Class 3 contains 83568 members 
Mstep: Class 4 contains 10912 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 70256 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56446 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 55228 members 
Mstep: Class 15 contains 73699 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 48795 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55005 members 
Entering Unmasked Estep 
Score: -69529024.000000 Penalty: 42966.859375
Splitting cluster 10 changes total score from -69530264.000000 to -69529024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -133911.703125 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -133911.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132409.609375 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -132409.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -132704.500000 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -132704.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -132811.250000 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -132811.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -132869.953125 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -132870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -132909.562500 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -132909.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -132941.296875 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -132941.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -132960.687500 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -132960.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -132980.031250 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -132980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133000.625000 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -133000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133008.828125 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -133008.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133015.140625 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -133015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133019.593750 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -133019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133024.453125 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -133024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133027.062500 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -133027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133028.359375 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -133028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133030.546875 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -133030.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133037.312500 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -133037.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133040.265625 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -133040.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133047.015625 Penalty: 2276.586670
	Iteration 18Q: 3 clusters Score -133047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133052.593750 Penalty: 2276.586670
	Iteration 19Q: 3 clusters Score -133052.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133058.031250 Penalty: 2276.586670
	Iteration 20F: 3 clusters Score -133058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133062.750000 Penalty: 2276.586670
	Iteration 21Q: 3 clusters Score -133062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133065.578125 Penalty: 2276.586670
	Iteration 22Q: 3 clusters Score -133065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133068.046875 Penalty: 2276.586670
	Iteration 23Q: 3 clusters Score -133068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -133071.062500 Penalty: 2276.586670
	Iteration 24Q: 3 clusters Score -133071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -133072.500000 Penalty: 2276.586670
	Iteration 25Q: 3 clusters Score -133072.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -133072.953125 Penalty: 2276.586670
	Iteration 26Q: 3 clusters Score -133073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133073.375000 Penalty: 2276.586670
	Iteration 27Q: 3 clusters Score -133073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133074.015625 Penalty: 2276.586670
	Iteration 28Q: 3 clusters Score -133074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133077.250000 Penalty: 2276.586670
	Iteration 29Q: 3 clusters Score -133077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133080.109375 Penalty: 2276.586670
	Iteration 30Q: 3 clusters Score -133080.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133083.812500 Penalty: 2276.586670
	Iteration 31Q: 3 clusters Score -133083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133085.578125 Penalty: 2276.586670
	Iteration 32Q: 3 clusters Score -133085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133090.031250 Penalty: 2276.586670
	Iteration 33Q: 3 clusters Score -133090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133092.687500 Penalty: 2276.586670
	Iteration 34Q: 3 clusters Score -133092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133094.015625 Penalty: 2276.586670
	Iteration 35Q: 3 clusters Score -133094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133094.328125 Penalty: 2276.586670
	Iteration 36Q: 3 clusters Score -133094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -133094.734375 Penalty: 2276.586670
	Iteration 37Q: 3 clusters Score -133094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133096.750000 Penalty: 2276.586670
	Iteration 38Q: 3 clusters Score -133096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -133098.515625 Penalty: 2276.586670
	Iteration 39Q: 3 clusters Score -133098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -133099.875000 Penalty: 2276.586670
	Iteration 40F: 3 clusters Score -133099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -20962.230469 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -20962.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20242.992188 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -20242.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20351.775391 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -20351.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20419.734375 Penalty: 1739.353882
	Iteration 2Q: 3 clusters Score -20419.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20441.609375 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -20441.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20451.623047 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -20451.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20463.957031 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -20463.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20463.957031 Penalty: 1739.353882
	Iteration 6F: 3 clusters Score -20463.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Entering Unmasked Estep 
Score: -875686.250000 Penalty: 1444.378174
	Iteration 0F: 2 clusters Score -875686.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -870209.625000 Penalty: 2888.756348
	Iteration 0F: 3 clusters Score -870209.6 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -871965.000000 Penalty: 2888.756348
	Iteration 1F: 3 clusters Score -871965 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -872208.500000 Penalty: 2888.756348
	Iteration 2F: 3 clusters Score -872208.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -872395.750000 Penalty: 2888.756348
	Iteration 3F: 3 clusters Score -872395.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -872561.937500 Penalty: 2888.756348
	Iteration 4Q: 3 clusters Score -872561.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -872719.187500 Penalty: 2888.756348
	Iteration 5Q: 3 clusters Score -872719.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -872862.562500 Penalty: 2888.756348
	Iteration 6Q: 3 clusters Score -872862.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -872996.812500 Penalty: 2888.756348
	Iteration 7Q: 3 clusters Score -872996.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -873146.312500 Penalty: 2888.756348
	Iteration 8Q: 3 clusters Score -873146.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -873278.437500 Penalty: 2888.756348
	Iteration 9Q: 3 clusters Score -873278.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -873410.500000 Penalty: 2888.756348
	Iteration 10Q: 3 clusters Score -873410.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -873542.750000 Penalty: 2888.756348
	Iteration 11Q: 3 clusters Score -873542.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -873670.812500 Penalty: 2888.756348
	Iteration 12Q: 3 clusters Score -873670.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -873811.437500 Penalty: 2888.756348
	Iteration 13Q: 3 clusters Score -873811.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -873936.125000 Penalty: 2888.756348
	Iteration 14Q: 3 clusters Score -873936.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -874018.000000 Penalty: 2888.756348
	Iteration 15Q: 3 clusters Score -874018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -874104.250000 Penalty: 2888.756348
	Iteration 16Q: 3 clusters Score -874104.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -874171.250000 Penalty: 2888.756348
	Iteration 17Q: 3 clusters Score -874171.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -874238.750000 Penalty: 2888.756348
	Iteration 18Q: 3 clusters Score -874238.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -874289.250000 Penalty: 2888.756348
	Iteration 19Q: 3 clusters Score -874289.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -874326.000000 Penalty: 2888.756348
	Iteration 20F: 3 clusters Score -874326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -874363.000000 Penalty: 2888.756348
	Iteration 21Q: 3 clusters Score -874363 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -874390.500000 Penalty: 2888.756348
	Iteration 22Q: 3 clusters Score -874390.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -874408.812500 Penalty: 2888.756348
	Iteration 23Q: 3 clusters Score -874408.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -874424.625000 Penalty: 2888.756348
	Iteration 24Q: 3 clusters Score -874424.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -874433.812500 Penalty: 2888.756348
	Iteration 25Q: 3 clusters Score -874433.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -874440.687500 Penalty: 2888.756348
	Iteration 26Q: 3 clusters Score -874440.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -874445.250000 Penalty: 2888.756348
	Iteration 27Q: 3 clusters Score -874445.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -874448.562500 Penalty: 2888.756348
	Iteration 28Q: 3 clusters Score -874448.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -874447.937500 Penalty: 2888.756348
	Iteration 29Q: 3 clusters Score -874447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -874451.062500 Penalty: 2888.756348
	Iteration 30Q: 3 clusters Score -874451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -874452.562500 Penalty: 2888.756348
	Iteration 31Q: 3 clusters Score -874452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -874451.000000 Penalty: 2888.756348
	Iteration 32Q: 3 clusters Score -874451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -874452.062500 Penalty: 2888.756348
	Iteration 33Q: 3 clusters Score -874452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -874452.187500 Penalty: 2888.756348
	Iteration 34Q: 3 clusters Score -874452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -874453.312500 Penalty: 2888.756348
	Iteration 35Q: 3 clusters Score -874453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -874453.250000 Penalty: 2888.756348
	Iteration 36Q: 3 clusters Score -874453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -874453.500000 Penalty: 2888.756348
	Iteration 37Q: 3 clusters Score -874453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -874453.187500 Penalty: 2888.756348
	Iteration 38Q: 3 clusters Score -874453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -874453.500000 Penalty: 2888.756348
	Iteration 39Q: 3 clusters Score -874453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -874453.500000 Penalty: 2888.756348
	Iteration 40F: 3 clusters Score -874453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Entering Unmasked Estep 
Score: -7144892.500000 Penalty: 1774.374146
	Iteration 0F: 2 clusters Score -7144892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -7108095.500000 Penalty: 3548.748291
	Iteration 0F: 3 clusters Score -7108096 nChanged 26042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -7122741.500000 Penalty: 3548.748291
	Iteration 1F: 3 clusters Score -7122742 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -7123261.500000 Penalty: 3548.748291
	Iteration 2Q: 3 clusters Score -7123262 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -7123750.000000 Penalty: 3548.748291
	Iteration 3Q: 3 clusters Score -7123750 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -7124518.500000 Penalty: 3548.748291
	Iteration 4Q: 3 clusters Score -7124518 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -7125767.500000 Penalty: 3548.748291
	Iteration 5Q: 3 clusters Score -7125768 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -7127794.500000 Penalty: 3548.748291
	Iteration 6F: 3 clusters Score -7127794 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -7130996.000000 Penalty: 3548.748291
	Iteration 7F: 3 clusters Score -7130996 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -7135152.000000 Penalty: 3548.748291
	Iteration 8F: 3 clusters Score -7135152 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -7138802.000000 Penalty: 3548.748291
	Iteration 9F: 3 clusters Score -7138802 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7141020.500000 Penalty: 3548.748291
	Iteration 10Q: 3 clusters Score -7141020 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7142097.500000 Penalty: 3548.748291
	Iteration 11Q: 3 clusters Score -7142098 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7142665.000000 Penalty: 3548.748291
	Iteration 12Q: 3 clusters Score -7142665 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7142916.000000 Penalty: 3548.748291
	Iteration 13Q: 3 clusters Score -7142916 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7143062.000000 Penalty: 3548.748291
	Iteration 14Q: 3 clusters Score -7143062 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7143171.000000 Penalty: 3548.748291
	Iteration 15Q: 3 clusters Score -7143171 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7143254.000000 Penalty: 3548.748291
	Iteration 16Q: 3 clusters Score -7143254 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7143309.500000 Penalty: 3548.748291
	Iteration 17Q: 3 clusters Score -7143310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7143328.500000 Penalty: 3548.748291
	Iteration 18Q: 3 clusters Score -7143328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7143361.000000 Penalty: 3548.748291
	Iteration 19Q: 3 clusters Score -7143361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7143364.000000 Penalty: 3548.748291
	Iteration 20F: 3 clusters Score -7143364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7143388.500000 Penalty: 3548.748291
	Iteration 21Q: 3 clusters Score -7143388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7143415.000000 Penalty: 3548.748291
	Iteration 22Q: 3 clusters Score -7143415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7143448.500000 Penalty: 3548.748291
	Iteration 23Q: 3 clusters Score -7143448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7143476.000000 Penalty: 3548.748291
	Iteration 24Q: 3 clusters Score -7143476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7143498.000000 Penalty: 3548.748291
	Iteration 25Q: 3 clusters Score -7143498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7143501.500000 Penalty: 3548.748291
	Iteration 26Q: 3 clusters Score -7143502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7143502.000000 Penalty: 3548.748291
	Iteration 27Q: 3 clusters Score -7143502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7143515.000000 Penalty: 3548.748291
	Iteration 28Q: 3 clusters Score -7143515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7143517.000000 Penalty: 3548.748291
	Iteration 29Q: 3 clusters Score -7143517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7143523.000000 Penalty: 3548.748291
	Iteration 30Q: 3 clusters Score -7143523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7143532.500000 Penalty: 3548.748291
	Iteration 31Q: 3 clusters Score -7143532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7143544.000000 Penalty: 3548.748291
	Iteration 32Q: 3 clusters Score -7143544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7143548.000000 Penalty: 3548.748291
	Iteration 33Q: 3 clusters Score -7143548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7143547.000000 Penalty: 3548.748291
	Iteration 34Q: 3 clusters Score -7143547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7143549.500000 Penalty: 3548.748291
	Iteration 35Q: 3 clusters Score -7143550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7143544.500000 Penalty: 3548.748291
	Iteration 36Q: 3 clusters Score -7143544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7143544.500000 Penalty: 3548.748291
	Iteration 37F: 3 clusters Score -7143544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73699 members 
Entering Unmasked Estep 
Score: -9507426.000000 Penalty: 1821.258545
	Iteration 0F: 2 clusters Score -9507426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -9459120.000000 Penalty: 3642.517090
	Iteration 0F: 3 clusters Score -9459120 nChanged 35036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -9479201.000000 Penalty: 3642.517090
	Iteration 1F: 3 clusters Score -9479201 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -9479817.000000 Penalty: 3642.517090
	Iteration 2Q: 3 clusters Score -9479817 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -9480514.000000 Penalty: 3642.517090
	Iteration 3Q: 3 clusters Score -9480514 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -9481619.000000 Penalty: 3642.517090
	Iteration 4Q: 3 clusters Score -9481619 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -9483299.000000 Penalty: 3642.517090
	Iteration 5Q: 3 clusters Score -9483299 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -9486005.000000 Penalty: 3642.517090
	Iteration 6F: 3 clusters Score -9486005 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -9490241.000000 Penalty: 3642.517090
	Iteration 7F: 3 clusters Score -9490241 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -9495347.000000 Penalty: 3642.517090
	Iteration 8F: 3 clusters Score -9495347 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -9500249.000000 Penalty: 3642.517090
	Iteration 9F: 3 clusters Score -9500249 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -9503496.000000 Penalty: 3642.517090
	Iteration 10Q: 3 clusters Score -9503496 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -9505024.000000 Penalty: 3642.517090
	Iteration 11Q: 3 clusters Score -9505024 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -9505509.000000 Penalty: 3642.517090
	Iteration 12Q: 3 clusters Score -9505509 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -9505675.000000 Penalty: 3642.517090
	Iteration 13Q: 3 clusters Score -9505675 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -9505734.000000 Penalty: 3642.517090
	Iteration 14Q: 3 clusters Score -9505734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -9505766.000000 Penalty: 3642.517090
	Iteration 15Q: 3 clusters Score -9505766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -9505780.000000 Penalty: 3642.517090
	Iteration 16Q: 3 clusters Score -9505780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -9505804.000000 Penalty: 3642.517090
	Iteration 17Q: 3 clusters Score -9505804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -9505805.000000 Penalty: 3642.517090
	Iteration 18Q: 3 clusters Score -9505805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -9505814.000000 Penalty: 3642.517090
	Iteration 19Q: 3 clusters Score -9505814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -9505813.000000 Penalty: 3642.517090
	Iteration 20F: 3 clusters Score -9505813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -11202.122070 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -11202.12 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 101 members 
Entering Unmasked Estep 
Score: -10637.052734 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -10637.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10916.770508 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -10916.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11122.408203 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -11122.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11273.437500 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -11273.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11358.419922 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -11358.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11381.313477 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -11381.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11399.840820 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -11399.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11408.177734 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -11408.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11415.333008 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -11415.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11415.333008 Penalty: 1787.908936
	Iteration 9F: 3 clusters Score -11415.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 10511 members 
Mstep: Class 3 contains 83568 members 
Mstep: Class 4 contains 10912 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 70256 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56446 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 55228 members 
Mstep: Class 15 contains 73699 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 48795 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55005 members 
Entering Unmasked Estep 
Score: -69529160.000000 Penalty: 42966.859375
Splitting cluster 16 changes total score from -69530264.000000 to -69529160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (48795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Entering Unmasked Estep 
Score: -6278112.000000 Penalty: 1754.249756
	Iteration 0F: 2 clusters Score -6278112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -6245353.000000 Penalty: 3508.499512
	Iteration 0F: 3 clusters Score -6245353 nChanged 22882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -6258201.500000 Penalty: 3508.499512
	Iteration 1F: 3 clusters Score -6258202 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -6258565.000000 Penalty: 3508.499512
	Iteration 2Q: 3 clusters Score -6258565 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -6259053.500000 Penalty: 3508.499512
	Iteration 3Q: 3 clusters Score -6259054 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -6259586.500000 Penalty: 3508.499512
	Iteration 4Q: 3 clusters Score -6259586 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -6260438.000000 Penalty: 3508.499512
	Iteration 5Q: 3 clusters Score -6260438 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -6261834.000000 Penalty: 3508.499512
	Iteration 6F: 3 clusters Score -6261834 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -6263940.500000 Penalty: 3508.499512
	Iteration 7F: 3 clusters Score -6263940 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -6266810.500000 Penalty: 3508.499512
	Iteration 8F: 3 clusters Score -6266810 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -6269992.000000 Penalty: 3508.499512
	Iteration 9F: 3 clusters Score -6269992 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -6272570.500000 Penalty: 3508.499512
	Iteration 10F: 3 clusters Score -6272570 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -6274285.500000 Penalty: 3508.499512
	Iteration 11Q: 3 clusters Score -6274286 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6275306.000000 Penalty: 3508.499512
	Iteration 12Q: 3 clusters Score -6275306 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6275962.500000 Penalty: 3508.499512
	Iteration 13Q: 3 clusters Score -6275962 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6276269.000000 Penalty: 3508.499512
	Iteration 14Q: 3 clusters Score -6276269 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6276473.500000 Penalty: 3508.499512
	Iteration 15Q: 3 clusters Score -6276474 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6276581.000000 Penalty: 3508.499512
	Iteration 16Q: 3 clusters Score -6276581 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6276656.000000 Penalty: 3508.499512
	Iteration 17Q: 3 clusters Score -6276656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6276691.500000 Penalty: 3508.499512
	Iteration 18Q: 3 clusters Score -6276692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6276722.000000 Penalty: 3508.499512
	Iteration 19Q: 3 clusters Score -6276722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6276727.000000 Penalty: 3508.499512
	Iteration 20F: 3 clusters Score -6276727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6276730.500000 Penalty: 3508.499512
	Iteration 21Q: 3 clusters Score -6276730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6276727.500000 Penalty: 3508.499512
	Iteration 22Q: 3 clusters Score -6276728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6276746.000000 Penalty: 3508.499512
	Iteration 23Q: 3 clusters Score -6276746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6276753.500000 Penalty: 3508.499512
	Iteration 24Q: 3 clusters Score -6276754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6276758.000000 Penalty: 3508.499512
	Iteration 25Q: 3 clusters Score -6276758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6276753.000000 Penalty: 3508.499512
	Iteration 26Q: 3 clusters Score -6276753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6276752.000000 Penalty: 3508.499512
	Iteration 27Q: 3 clusters Score -6276752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6276761.500000 Penalty: 3508.499512
	Iteration 28Q: 3 clusters Score -6276762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6276766.500000 Penalty: 3508.499512
	Iteration 29Q: 3 clusters Score -6276766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6276769.500000 Penalty: 3508.499512
	Iteration 30Q: 3 clusters Score -6276770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6276781.000000 Penalty: 3508.499512
	Iteration 31Q: 3 clusters Score -6276781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6276788.000000 Penalty: 3508.499512
	Iteration 32Q: 3 clusters Score -6276788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6276786.500000 Penalty: 3508.499512
	Iteration 33Q: 3 clusters Score -6276786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6276784.500000 Penalty: 3508.499512
	Iteration 34Q: 3 clusters Score -6276784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6276785.500000 Penalty: 3508.499512
	Iteration 35Q: 3 clusters Score -6276786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6276785.500000 Penalty: 3508.499512
	Iteration 36Q: 3 clusters Score -6276786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6276785.500000 Penalty: 3508.499512
	Iteration 37F: 3 clusters Score -6276786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -303311.593750 Penalty: 1265.382080
	Iteration 0F: 2 clusters Score -303311.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -300921.093750 Penalty: 2530.764160
	Iteration 0F: 3 clusters Score -300921.1 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -301412.500000 Penalty: 2530.764160
	Iteration 1F: 3 clusters Score -301412.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -301546.125000 Penalty: 2530.764160
	Iteration 2F: 3 clusters Score -301546.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -301628.125000 Penalty: 2530.764160
	Iteration 3F: 3 clusters Score -301628.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -301676.031250 Penalty: 2530.764160
	Iteration 4Q: 3 clusters Score -301676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -301700.937500 Penalty: 2530.764160
	Iteration 5Q: 3 clusters Score -301700.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -301720.156250 Penalty: 2530.764160
	Iteration 6Q: 3 clusters Score -301720.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -301735.312500 Penalty: 2530.764160
	Iteration 7Q: 3 clusters Score -301735.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -301744.187500 Penalty: 2530.764160
	Iteration 8Q: 3 clusters Score -301744.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -301754.625000 Penalty: 2530.764160
	Iteration 9Q: 3 clusters Score -301754.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -301762.437500 Penalty: 2530.764160
	Iteration 10Q: 3 clusters Score -301762.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -301764.406250 Penalty: 2530.764160
	Iteration 11Q: 3 clusters Score -301764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -301765.187500 Penalty: 2530.764160
	Iteration 12Q: 3 clusters Score -301765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -301765.875000 Penalty: 2530.764160
	Iteration 13Q: 3 clusters Score -301765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -301766.312500 Penalty: 2530.764160
	Iteration 14Q: 3 clusters Score -301766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -301766.531250 Penalty: 2530.764160
	Iteration 15Q: 3 clusters Score -301766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -301766.343750 Penalty: 2530.764160
	Iteration 16Q: 3 clusters Score -301766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -301766.500000 Penalty: 2530.764160
	Iteration 17Q: 3 clusters Score -301766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -301766.937500 Penalty: 2530.764160
	Iteration 18Q: 3 clusters Score -301766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -301766.937500 Penalty: 2530.764160
	Iteration 19F: 3 clusters Score -301766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Entering Unmasked Estep 
Score: -7070343.000000 Penalty: 1773.716675
	Iteration 0F: 2 clusters Score -7070343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -7033687.000000 Penalty: 3547.433350
	Iteration 0F: 3 clusters Score -7033687 nChanged 26011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -7048829.000000 Penalty: 3547.433350
	Iteration 1F: 3 clusters Score -7048829 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -7050294.500000 Penalty: 3547.433350
	Iteration 2F: 3 clusters Score -7050294 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -7052226.000000 Penalty: 3547.433350
	Iteration 3F: 3 clusters Score -7052226 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -7055054.000000 Penalty: 3547.433350
	Iteration 4F: 3 clusters Score -7055054 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -7058605.000000 Penalty: 3547.433350
	Iteration 5F: 3 clusters Score -7058605 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -7062614.500000 Penalty: 3547.433350
	Iteration 6F: 3 clusters Score -7062614 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -7065661.500000 Penalty: 3547.433350
	Iteration 7F: 3 clusters Score -7065662 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -7067382.000000 Penalty: 3547.433350
	Iteration 8Q: 3 clusters Score -7067382 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -7068134.000000 Penalty: 3547.433350
	Iteration 9Q: 3 clusters Score -7068134 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -7068469.500000 Penalty: 3547.433350
	Iteration 10Q: 3 clusters Score -7068470 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -7068601.500000 Penalty: 3547.433350
	Iteration 11Q: 3 clusters Score -7068602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -7068652.000000 Penalty: 3547.433350
	Iteration 12Q: 3 clusters Score -7068652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -7068677.500000 Penalty: 3547.433350
	Iteration 13Q: 3 clusters Score -7068678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -7068699.500000 Penalty: 3547.433350
	Iteration 14Q: 3 clusters Score -7068700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -7068725.500000 Penalty: 3547.433350
	Iteration 15Q: 3 clusters Score -7068726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -7068753.000000 Penalty: 3547.433350
	Iteration 16Q: 3 clusters Score -7068753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -7068769.000000 Penalty: 3547.433350
	Iteration 17Q: 3 clusters Score -7068769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -7068776.000000 Penalty: 3547.433350
	Iteration 18Q: 3 clusters Score -7068776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -7068793.000000 Penalty: 3547.433350
	Iteration 19Q: 3 clusters Score -7068793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -7068794.500000 Penalty: 3547.433350
	Iteration 20F: 3 clusters Score -7068794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -7068799.000000 Penalty: 3547.433350
	Iteration 21Q: 3 clusters Score -7068799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -7068803.500000 Penalty: 3547.433350
	Iteration 22Q: 3 clusters Score -7068804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -7068807.000000 Penalty: 3547.433350
	Iteration 23Q: 3 clusters Score -7068807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -7068809.000000 Penalty: 3547.433350
	Iteration 24Q: 3 clusters Score -7068809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -7068809.000000 Penalty: 3547.433350
	Iteration 25F: 3 clusters Score -7068809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 10511 members 
Mstep: Class 3 contains 83568 members 
Mstep: Class 4 contains 10912 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 70256 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56446 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 55228 members 
Mstep: Class 15 contains 73699 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48795 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 55005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530200.000000 Penalty: 40818.515625
Iteration 159Q: 20 clusters Score -6.95302e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 83584 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 69963 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 56475 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7246 members 
Mstep: Class 14 contains 55395 members 
Mstep: Class 15 contains 73728 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48797 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 54976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530240.000000 Penalty: 40818.515625
Iteration 160F: 20 clusters Score -6.953024e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 83609 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 69673 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 56526 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7237 members 
Mstep: Class 14 contains 55564 members 
Mstep: Class 15 contains 73756 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48790 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 54953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530256.000000 Penalty: 40818.515625
Iteration 161Q: 20 clusters Score -6.953026e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 10503 members 
Mstep: Class 3 contains 83650 members 
Mstep: Class 4 contains 10916 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 69372 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 56575 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 55720 members 
Mstep: Class 15 contains 73781 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48788 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 54927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530160.000000 Penalty: 40818.515625
Iteration 162Q: 20 clusters Score -6.953016e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74176 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 83671 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 69098 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 56620 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7221 members 
Mstep: Class 14 contains 55894 members 
Mstep: Class 15 contains 73810 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48786 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 54880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530048.000000 Penalty: 40818.515625
Iteration 163Q: 20 clusters Score -6.953005e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 10497 members 
Mstep: Class 3 contains 83708 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 68853 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 56642 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7221 members 
Mstep: Class 14 contains 56058 members 
Mstep: Class 15 contains 73823 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48788 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 54844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530072.000000 Penalty: 40818.515625
Iteration 164Q: 20 clusters Score -6.953007e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 83742 members 
Mstep: Class 4 contains 10905 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 68598 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 56662 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 56239 members 
Mstep: Class 15 contains 73841 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48790 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 54811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530112.000000 Penalty: 40818.515625
Iteration 165Q: 20 clusters Score -6.953011e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 83772 members 
Mstep: Class 4 contains 10896 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 68350 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 56681 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 56429 members 
Mstep: Class 15 contains 73849 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48790 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 54780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530088.000000 Penalty: 40818.515625
Iteration 166Q: 20 clusters Score -6.953009e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 10490 members 
Mstep: Class 3 contains 83818 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 68072 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 56698 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 56629 members 
Mstep: Class 15 contains 73856 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48791 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 54750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530176.000000 Penalty: 40818.515625
Iteration 167Q: 20 clusters Score -6.953018e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 10488 members 
Mstep: Class 3 contains 83862 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 67779 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 56710 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7226 members 
Mstep: Class 14 contains 56842 members 
Mstep: Class 15 contains 73873 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48793 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 54717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530168.000000 Penalty: 40818.515625
Iteration 168Q: 20 clusters Score -6.953017e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 83908 members 
Mstep: Class 4 contains 10879 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 67482 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 56732 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7228 members 
Mstep: Class 14 contains 57030 members 
Mstep: Class 15 contains 73882 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48791 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530208.000000 Penalty: 40818.515625
Iteration 169Q: 20 clusters Score -6.953021e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 10486 members 
Mstep: Class 3 contains 83945 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 67172 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 56752 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7222 members 
Mstep: Class 14 contains 57244 members 
Mstep: Class 15 contains 73895 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48796 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530312.000000 Penalty: 40818.515625
Iteration 170Q: 20 clusters Score -6.953031e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 10485 members 
Mstep: Class 3 contains 84000 members 
Mstep: Class 4 contains 10861 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 66835 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 56767 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7220 members 
Mstep: Class 14 contains 57479 members 
Mstep: Class 15 contains 73900 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48801 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530272.000000 Penalty: 40818.515625
Iteration 171Q: 20 clusters Score -6.953027e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 10485 members 
Mstep: Class 3 contains 84058 members 
Mstep: Class 4 contains 10854 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 66488 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 56780 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7225 members 
Mstep: Class 14 contains 57705 members 
Mstep: Class 15 contains 73912 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48802 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530264.000000 Penalty: 40818.515625
Iteration 172Q: 20 clusters Score -6.953026e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 10486 members 
Mstep: Class 3 contains 84117 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 66139 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 56815 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7222 members 
Mstep: Class 14 contains 57919 members 
Mstep: Class 15 contains 73916 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48807 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530328.000000 Penalty: 40818.515625
Iteration 173Q: 20 clusters Score -6.953033e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 84183 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 65793 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 56844 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7224 members 
Mstep: Class 14 contains 58141 members 
Mstep: Class 15 contains 73921 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48809 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530440.000000 Penalty: 40818.515625
Iteration 174Q: 20 clusters Score -6.953044e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 84247 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 65391 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 56878 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 58387 members 
Mstep: Class 15 contains 73937 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48817 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530504.000000 Penalty: 40818.515625
Iteration 175Q: 20 clusters Score -6.95305e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 84313 members 
Mstep: Class 4 contains 10845 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 64996 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 56901 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7224 members 
Mstep: Class 14 contains 58674 members 
Mstep: Class 15 contains 73951 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48822 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530536.000000 Penalty: 40818.515625
Iteration 176Q: 20 clusters Score -6.953054e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 74944 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 84389 members 
Mstep: Class 4 contains 10839 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 64613 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 56915 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7221 members 
Mstep: Class 14 contains 58945 members 
Mstep: Class 15 contains 73968 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48827 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530416.000000 Penalty: 40818.515625
Iteration 177Q: 20 clusters Score -6.953042e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 84460 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 64228 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 56929 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 59199 members 
Mstep: Class 15 contains 73985 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48828 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 20 clusters Score -6.953046e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 84556 members 
Mstep: Class 4 contains 10836 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 63808 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 56950 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 59485 members 
Mstep: Class 15 contains 73995 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48828 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530480.000000 Penalty: 40818.515625
Iteration 179Q: 20 clusters Score -6.953048e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 84664 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 63368 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 56971 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7205 members 
Mstep: Class 14 contains 59756 members 
Mstep: Class 15 contains 74011 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48834 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530632.000000 Penalty: 40818.515625
Iteration 180F: 20 clusters Score -6.953063e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75219 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 84774 members 
Mstep: Class 4 contains 10816 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 62918 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 57001 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7203 members 
Mstep: Class 14 contains 60045 members 
Mstep: Class 15 contains 74025 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48836 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530600.000000 Penalty: 40818.515625
Iteration 181Q: 20 clusters Score -6.95306e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 84897 members 
Mstep: Class 4 contains 10807 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 62473 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 57026 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 60317 members 
Mstep: Class 15 contains 74031 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48839 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530608.000000 Penalty: 40818.515625
Iteration 182Q: 20 clusters Score -6.953061e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 85011 members 
Mstep: Class 4 contains 10803 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 62006 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 57043 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 14 contains 60596 members 
Mstep: Class 15 contains 74038 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48846 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530640.000000 Penalty: 40818.515625
Iteration 183Q: 20 clusters Score -6.953064e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 85105 members 
Mstep: Class 4 contains 10794 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 61548 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 57065 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 60870 members 
Mstep: Class 15 contains 74042 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48854 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 54099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530496.000000 Penalty: 40818.515625
Iteration 184Q: 20 clusters Score -6.95305e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 10486 members 
Mstep: Class 3 contains 85184 members 
Mstep: Class 4 contains 10783 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 61079 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 57091 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 61165 members 
Mstep: Class 15 contains 74053 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48871 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 54052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530536.000000 Penalty: 40818.515625
Iteration 185Q: 20 clusters Score -6.953054e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 10488 members 
Mstep: Class 3 contains 85274 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 60577 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 57133 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 61478 members 
Mstep: Class 15 contains 74061 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48881 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 53997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530520.000000 Penalty: 40818.515625
Iteration 186Q: 20 clusters Score -6.953052e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 85402 members 
Mstep: Class 4 contains 10752 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 60046 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 57176 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7220 members 
Mstep: Class 14 contains 61819 members 
Mstep: Class 15 contains 74059 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48887 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 53950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530616.000000 Penalty: 40818.515625
Iteration 187Q: 20 clusters Score -6.953062e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 85554 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 59476 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 57210 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7220 members 
Mstep: Class 14 contains 62161 members 
Mstep: Class 15 contains 74065 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48897 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 53884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530712.000000 Penalty: 40818.515625
Iteration 188Q: 20 clusters Score -6.953071e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 10485 members 
Mstep: Class 3 contains 85725 members 
Mstep: Class 4 contains 10715 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 58924 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 57261 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7221 members 
Mstep: Class 14 contains 62492 members 
Mstep: Class 15 contains 74062 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48902 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 53804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530728.000000 Penalty: 40818.515625
Iteration 189Q: 20 clusters Score -6.953073e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 10488 members 
Mstep: Class 3 contains 85903 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 58380 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 57311 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7224 members 
Mstep: Class 14 contains 62791 members 
Mstep: Class 15 contains 74049 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48909 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 53737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530728.000000 Penalty: 40818.515625
Iteration 190Q: 20 clusters Score -6.953073e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 86082 members 
Mstep: Class 4 contains 10698 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 57831 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 57368 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7223 members 
Mstep: Class 14 contains 63074 members 
Mstep: Class 15 contains 74039 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48917 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 53680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530856.000000 Penalty: 40818.515625
Iteration 191Q: 20 clusters Score -6.953086e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 86266 members 
Mstep: Class 4 contains 10686 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 57261 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 57421 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 63367 members 
Mstep: Class 15 contains 74041 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48930 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 53620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530896.000000 Penalty: 40818.515625
Iteration 192Q: 20 clusters Score -6.95309e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 86474 members 
Mstep: Class 4 contains 10680 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 56671 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 57470 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7226 members 
Mstep: Class 14 contains 63700 members 
Mstep: Class 15 contains 74045 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48945 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 53527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530912.000000 Penalty: 40818.515625
Iteration 193Q: 20 clusters Score -6.953091e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 86687 members 
Mstep: Class 4 contains 10664 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 56045 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 57546 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7228 members 
Mstep: Class 14 contains 64039 members 
Mstep: Class 15 contains 74052 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48954 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 53426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530904.000000 Penalty: 40818.515625
Iteration 194Q: 20 clusters Score -6.95309e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 10519 members 
Mstep: Class 3 contains 86906 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 55396 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 57601 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7234 members 
Mstep: Class 14 contains 64422 members 
Mstep: Class 15 contains 74069 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48965 members 
Mstep: Class 21 contains 2405 members 
Mstep: Class 22 contains 53335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531112.000000 Penalty: 40818.515625
Iteration 195Q: 20 clusters Score -6.953111e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 87117 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 54688 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 57650 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7241 members 
Mstep: Class 14 contains 64840 members 
Mstep: Class 15 contains 74092 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48984 members 
Mstep: Class 21 contains 2405 members 
Mstep: Class 22 contains 53240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531280.000000 Penalty: 40818.515625
Iteration 196Q: 20 clusters Score -6.953128e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 87353 members 
Mstep: Class 4 contains 10617 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 53922 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 57726 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7251 members 
Mstep: Class 14 contains 65272 members 
Mstep: Class 15 contains 74108 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 48997 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 53140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531360.000000 Penalty: 40818.515625
Iteration 197Q: 20 clusters Score -6.953136e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 87600 members 
Mstep: Class 4 contains 10603 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 53061 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 57815 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7240 members 
Mstep: Class 14 contains 65781 members 
Mstep: Class 15 contains 74096 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49021 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 53044 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 20 clusters Score -6.95315e+07 nChanged 1386
Entering ConstructFrom: 
Score: -69531504.000000 Penalty: 40818.515625
Entering ConstructFrom: 
Trying to split cluster 1 (76862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Entering Unmasked Estep 
Score: -9882679.000000 Penalty: 1828.087158
	Iteration 0F: 2 clusters Score -9882679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -9832475.000000 Penalty: 3656.174316
	Iteration 0F: 3 clusters Score -9832475 nChanged 36555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -9852835.000000 Penalty: 3656.174316
	Iteration 1F: 3 clusters Score -9852835 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -9853335.000000 Penalty: 3656.174316
	Iteration 2Q: 3 clusters Score -9853335 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -9853741.000000 Penalty: 3656.174316
	Iteration 3Q: 3 clusters Score -9853741 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -9854317.000000 Penalty: 3656.174316
	Iteration 4Q: 3 clusters Score -9854317 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -9855105.000000 Penalty: 3656.174316
	Iteration 5Q: 3 clusters Score -9855105 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -9856238.000000 Penalty: 3656.174316
	Iteration 6Q: 3 clusters Score -9856238 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -9857988.000000 Penalty: 3656.174316
	Iteration 7Q: 3 clusters Score -9857988 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -9860855.000000 Penalty: 3656.174316
	Iteration 8F: 3 clusters Score -9860855 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -9865334.000000 Penalty: 3656.174316
	Iteration 9F: 3 clusters Score -9865334 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -9870739.000000 Penalty: 3656.174316
	Iteration 10F: 3 clusters Score -9870739 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -9875588.000000 Penalty: 3656.174316
	Iteration 11F: 3 clusters Score -9875588 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -9878619.000000 Penalty: 3656.174316
	Iteration 12Q: 3 clusters Score -9878619 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 75261 members 
Entering Unmasked Estep 
Score: -9880001.000000 Penalty: 3656.174316
	Iteration 13Q: 3 clusters Score -9880001 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -9880572.000000 Penalty: 3656.174316
	Iteration 14Q: 3 clusters Score -9880572 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -9880820.000000 Penalty: 3656.174316
	Iteration 15Q: 3 clusters Score -9880820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -9880906.000000 Penalty: 3656.174316
	Iteration 16Q: 3 clusters Score -9880906 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -9880994.000000 Penalty: 3656.174316
	Iteration 17Q: 3 clusters Score -9880994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -9881026.000000 Penalty: 3656.174316
	Iteration 18Q: 3 clusters Score -9881026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -9881036.000000 Penalty: 3656.174316
	Iteration 19Q: 3 clusters Score -9881036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -9881049.000000 Penalty: 3656.174316
	Iteration 20F: 3 clusters Score -9881049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -9881062.000000 Penalty: 3656.174316
	Iteration 21Q: 3 clusters Score -9881062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -9881073.000000 Penalty: 3656.174316
	Iteration 22Q: 3 clusters Score -9881073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -9881088.000000 Penalty: 3656.174316
	Iteration 23Q: 3 clusters Score -9881088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -9881099.000000 Penalty: 3656.174316
	Iteration 24Q: 3 clusters Score -9881099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -9881094.000000 Penalty: 3656.174316
	Iteration 25Q: 3 clusters Score -9881094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -9881105.000000 Penalty: 3656.174316
	Iteration 26Q: 3 clusters Score -9881105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -9881117.000000 Penalty: 3656.174316
	Iteration 27Q: 3 clusters Score -9881117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -9881117.000000 Penalty: 3656.174316
	Iteration 28Q: 3 clusters Score -9881117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -9881117.000000 Penalty: 3656.174316
	Iteration 29F: 3 clusters Score -9881117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Entering Unmasked Estep 
Score: -1334485.250000 Penalty: 1505.534668
	Iteration 0F: 2 clusters Score -1334485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1326978.000000 Penalty: 3011.069336
	Iteration 0F: 3 clusters Score -1326978 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1329574.000000 Penalty: 3011.069336
	Iteration 1F: 3 clusters Score -1329574 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1329942.125000 Penalty: 3011.069336
	Iteration 2F: 3 clusters Score -1329942 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1330327.125000 Penalty: 3011.069336
	Iteration 3F: 3 clusters Score -1330327 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1330804.375000 Penalty: 3011.069336
	Iteration 4F: 3 clusters Score -1330804 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1331353.750000 Penalty: 3011.069336
	Iteration 5F: 3 clusters Score -1331354 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1331926.625000 Penalty: 3011.069336
	Iteration 6F: 3 clusters Score -1331927 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1332460.875000 Penalty: 3011.069336
	Iteration 7F: 3 clusters Score -1332461 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1332788.375000 Penalty: 3011.069336
	Iteration 8Q: 3 clusters Score -1332788 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1332963.250000 Penalty: 3011.069336
	Iteration 9Q: 3 clusters Score -1332963 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1333047.500000 Penalty: 3011.069336
	Iteration 10Q: 3 clusters Score -1333048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1333074.125000 Penalty: 3011.069336
	Iteration 11Q: 3 clusters Score -1333074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1333097.375000 Penalty: 3011.069336
	Iteration 12Q: 3 clusters Score -1333097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1333113.500000 Penalty: 3011.069336
	Iteration 13Q: 3 clusters Score -1333114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1333126.000000 Penalty: 3011.069336
	Iteration 14Q: 3 clusters Score -1333126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1333132.000000 Penalty: 3011.069336
	Iteration 15Q: 3 clusters Score -1333132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1333138.375000 Penalty: 3011.069336
	Iteration 16Q: 3 clusters Score -1333138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1333144.000000 Penalty: 3011.069336
	Iteration 17Q: 3 clusters Score -1333144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1333154.250000 Penalty: 3011.069336
	Iteration 18Q: 3 clusters Score -1333154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1333158.625000 Penalty: 3011.069336
	Iteration 19Q: 3 clusters Score -1333159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1333161.500000 Penalty: 3011.069336
	Iteration 20F: 3 clusters Score -1333162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Entering Unmasked Estep 
Score: -11274379.000000 Penalty: 1849.774292
	Iteration 0F: 2 clusters Score -1.127438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -11216422.000000 Penalty: 3699.548584
	Iteration 0F: 3 clusters Score -1.121642e+07 nChanged 42117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -11241145.000000 Penalty: 3699.548584
	Iteration 1F: 3 clusters Score -1.124114e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -11242033.000000 Penalty: 3699.548584
	Iteration 2Q: 3 clusters Score -1.124203e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -11243422.000000 Penalty: 3699.548584
	Iteration 3Q: 3 clusters Score -1.124342e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -11245873.000000 Penalty: 3699.548584
	Iteration 4F: 3 clusters Score -1.124587e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -11250054.000000 Penalty: 3699.548584
	Iteration 5F: 3 clusters Score -1.125005e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -11256079.000000 Penalty: 3699.548584
	Iteration 6F: 3 clusters Score -1.125608e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -11262930.000000 Penalty: 3699.548584
	Iteration 7F: 3 clusters Score -1.126293e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -11268259.000000 Penalty: 3699.548584
	Iteration 8F: 3 clusters Score -1.126826e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -11270871.000000 Penalty: 3699.548584
	Iteration 9Q: 3 clusters Score -1.127087e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11272002.000000 Penalty: 3699.548584
	Iteration 10Q: 3 clusters Score -1.1272e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11272362.000000 Penalty: 3699.548584
	Iteration 11Q: 3 clusters Score -1.127236e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11272546.000000 Penalty: 3699.548584
	Iteration 12Q: 3 clusters Score -1.127255e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11272633.000000 Penalty: 3699.548584
	Iteration 13Q: 3 clusters Score -1.127263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11272669.000000 Penalty: 3699.548584
	Iteration 14Q: 3 clusters Score -1.127267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87603 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11272701.000000 Penalty: 3699.548584
	Iteration 15Q: 3 clusters Score -1.12727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11272716.000000 Penalty: 3699.548584
	Iteration 16Q: 3 clusters Score -1.127272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11272726.000000 Penalty: 3699.548584
	Iteration 17Q: 3 clusters Score -1.127273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11272736.000000 Penalty: 3699.548584
	Iteration 18Q: 3 clusters Score -1.127274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11272743.000000 Penalty: 3699.548584
	Iteration 19Q: 3 clusters Score -1.127274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11272758.000000 Penalty: 3699.548584
	Iteration 20F: 3 clusters Score -1.127276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11272758.000000 Penalty: 3699.548584
	Iteration 21Q: 3 clusters Score -1.127276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11272760.000000 Penalty: 3699.548584
	Iteration 22Q: 3 clusters Score -1.127276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11272763.000000 Penalty: 3699.548584
	Iteration 23Q: 3 clusters Score -1.127276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11272763.000000 Penalty: 3699.548584
	Iteration 24F: 3 clusters Score -1.127276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Entering Unmasked Estep 
Score: -1350167.875000 Penalty: 1506.057129
	Iteration 0F: 2 clusters Score -1350168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1342713.750000 Penalty: 3012.114258
	Iteration 0F: 3 clusters Score -1342714 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1345066.000000 Penalty: 3012.114258
	Iteration 1F: 3 clusters Score -1345066 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1345299.000000 Penalty: 3012.114258
	Iteration 2F: 3 clusters Score -1345299 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1345509.000000 Penalty: 3012.114258
	Iteration 3Q: 3 clusters Score -1345509 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1345668.625000 Penalty: 3012.114258
	Iteration 4Q: 3 clusters Score -1345669 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1345787.500000 Penalty: 3012.114258
	Iteration 5Q: 3 clusters Score -1345788 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1345888.625000 Penalty: 3012.114258
	Iteration 6Q: 3 clusters Score -1345889 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1346005.125000 Penalty: 3012.114258
	Iteration 7Q: 3 clusters Score -1346005 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1346101.625000 Penalty: 3012.114258
	Iteration 8Q: 3 clusters Score -1346102 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1346213.125000 Penalty: 3012.114258
	Iteration 9Q: 3 clusters Score -1346213 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1346337.875000 Penalty: 3012.114258
	Iteration 10Q: 3 clusters Score -1346338 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1346467.625000 Penalty: 3012.114258
	Iteration 11Q: 3 clusters Score -1346468 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1346614.625000 Penalty: 3012.114258
	Iteration 12Q: 3 clusters Score -1346615 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1346774.875000 Penalty: 3012.114258
	Iteration 13Q: 3 clusters Score -1346775 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1346915.875000 Penalty: 3012.114258
	Iteration 14Q: 3 clusters Score -1346916 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1347034.375000 Penalty: 3012.114258
	Iteration 15Q: 3 clusters Score -1347034 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1347136.625000 Penalty: 3012.114258
	Iteration 16Q: 3 clusters Score -1347137 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1347243.125000 Penalty: 3012.114258
	Iteration 17Q: 3 clusters Score -1347243 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1347358.250000 Penalty: 3012.114258
	Iteration 18Q: 3 clusters Score -1347358 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1347471.125000 Penalty: 3012.114258
	Iteration 19Q: 3 clusters Score -1347471 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1347578.750000 Penalty: 3012.114258
	Iteration 20F: 3 clusters Score -1347579 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1347675.250000 Penalty: 3012.114258
	Iteration 21Q: 3 clusters Score -1347675 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1347777.500000 Penalty: 3012.114258
	Iteration 22Q: 3 clusters Score -1347778 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1347875.250000 Penalty: 3012.114258
	Iteration 23Q: 3 clusters Score -1347875 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1347975.250000 Penalty: 3012.114258
	Iteration 24Q: 3 clusters Score -1347975 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1348072.250000 Penalty: 3012.114258
	Iteration 25Q: 3 clusters Score -1348072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1348178.250000 Penalty: 3012.114258
	Iteration 26Q: 3 clusters Score -1348178 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1348271.375000 Penalty: 3012.114258
	Iteration 27Q: 3 clusters Score -1348271 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1348373.000000 Penalty: 3012.114258
	Iteration 28Q: 3 clusters Score -1348373 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1348458.000000 Penalty: 3012.114258
	Iteration 29Q: 3 clusters Score -1348458 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1348531.125000 Penalty: 3012.114258
	Iteration 30Q: 3 clusters Score -1348531 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1348592.500000 Penalty: 3012.114258
	Iteration 31Q: 3 clusters Score -1348592 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1348652.000000 Penalty: 3012.114258
	Iteration 32Q: 3 clusters Score -1348652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1348700.125000 Penalty: 3012.114258
	Iteration 33Q: 3 clusters Score -1348700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1348753.875000 Penalty: 3012.114258
	Iteration 34Q: 3 clusters Score -1348754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1348799.625000 Penalty: 3012.114258
	Iteration 35Q: 3 clusters Score -1348800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1348839.500000 Penalty: 3012.114258
	Iteration 36Q: 3 clusters Score -1348840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1348875.000000 Penalty: 3012.114258
	Iteration 37Q: 3 clusters Score -1348875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1348898.750000 Penalty: 3012.114258
	Iteration 38Q: 3 clusters Score -1348899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1348919.625000 Penalty: 3012.114258
	Iteration 39Q: 3 clusters Score -1348920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1348946.000000 Penalty: 3012.114258
	Iteration 40F: 3 clusters Score -1348946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1348964.000000 Penalty: 3012.114258
	Iteration 41Q: 3 clusters Score -1348964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1348971.125000 Penalty: 3012.114258
	Iteration 42Q: 3 clusters Score -1348971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1348983.750000 Penalty: 3012.114258
	Iteration 43Q: 3 clusters Score -1348984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1348998.125000 Penalty: 3012.114258
	Iteration 44Q: 3 clusters Score -1348998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1349004.625000 Penalty: 3012.114258
	Iteration 45Q: 3 clusters Score -1349005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1349013.750000 Penalty: 3012.114258
	Iteration 46Q: 3 clusters Score -1349014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1349017.125000 Penalty: 3012.114258
	Iteration 47Q: 3 clusters Score -1349017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1349017.875000 Penalty: 3012.114258
	Iteration 48Q: 3 clusters Score -1349018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1349022.750000 Penalty: 3012.114258
	Iteration 49Q: 3 clusters Score -1349023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1349024.625000 Penalty: 3012.114258
	Iteration 50Q: 3 clusters Score -1349025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1349024.125000 Penalty: 3012.114258
	Iteration 51Q: 3 clusters Score -1349024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1349026.750000 Penalty: 3012.114258
	Iteration 52Q: 3 clusters Score -1349027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1349027.125000 Penalty: 3012.114258
	Iteration 53Q: 3 clusters Score -1349027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1349028.250000 Penalty: 3012.114258
	Iteration 54Q: 3 clusters Score -1349028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1349028.625000 Penalty: 3012.114258
	Iteration 55Q: 3 clusters Score -1349029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1349029.375000 Penalty: 3012.114258
	Iteration 56Q: 3 clusters Score -1349029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1349029.375000 Penalty: 3012.114258
	Iteration 57F: 3 clusters Score -1349029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -39407.351562 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -39407.35 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 193 members 
Entering Unmasked Estep 
Score: -38507.867188 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -38507.87 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38819.015625 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -38819.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38919.511719 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -38919.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38971.058594 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -38971.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39012.097656 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -39012.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39059.453125 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -39059.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39094.812500 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -39094.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39143.277344 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -39143.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39156.347656 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -39156.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39158.925781 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -39158.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39160.785156 Penalty: 1970.730103
	Iteration 10Q: 3 clusters Score -39160.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39166.347656 Penalty: 1970.730103
	Iteration 11Q: 3 clusters Score -39166.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39173.976562 Penalty: 1970.730103
	Iteration 12Q: 3 clusters Score -39173.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39175.183594 Penalty: 1970.730103
	Iteration 13Q: 3 clusters Score -39175.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39175.183594 Penalty: 1970.730103
	Iteration 14F: 3 clusters Score -39175.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Entering Unmasked Estep 
Score: -6738666.000000 Penalty: 1765.105347
	Iteration 0F: 2 clusters Score -6738666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -6703710.000000 Penalty: 3530.210693
	Iteration 0F: 3 clusters Score -6703710 nChanged 24440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -6717969.500000 Penalty: 3530.210693
	Iteration 1F: 3 clusters Score -6717970 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -6719084.000000 Penalty: 3530.210693
	Iteration 2Q: 3 clusters Score -6719084 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -6720877.500000 Penalty: 3530.210693
	Iteration 3F: 3 clusters Score -6720878 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -6723829.500000 Penalty: 3530.210693
	Iteration 4F: 3 clusters Score -6723830 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -6727802.500000 Penalty: 3530.210693
	Iteration 5F: 3 clusters Score -6727802 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -6731744.500000 Penalty: 3530.210693
	Iteration 6F: 3 clusters Score -6731744 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6734472.000000 Penalty: 3530.210693
	Iteration 7F: 3 clusters Score -6734472 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6735912.500000 Penalty: 3530.210693
	Iteration 8Q: 3 clusters Score -6735912 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6736500.000000 Penalty: 3530.210693
	Iteration 9Q: 3 clusters Score -6736500 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6736744.500000 Penalty: 3530.210693
	Iteration 10Q: 3 clusters Score -6736744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6736850.500000 Penalty: 3530.210693
	Iteration 11Q: 3 clusters Score -6736850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6736923.000000 Penalty: 3530.210693
	Iteration 12Q: 3 clusters Score -6736923 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6736966.000000 Penalty: 3530.210693
	Iteration 13Q: 3 clusters Score -6736966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6737000.000000 Penalty: 3530.210693
	Iteration 14Q: 3 clusters Score -6737000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6737030.500000 Penalty: 3530.210693
	Iteration 15Q: 3 clusters Score -6737030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6737050.000000 Penalty: 3530.210693
	Iteration 16Q: 3 clusters Score -6737050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6737072.500000 Penalty: 3530.210693
	Iteration 17Q: 3 clusters Score -6737072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6737065.000000 Penalty: 3530.210693
	Iteration 18Q: 3 clusters Score -6737065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6737075.000000 Penalty: 3530.210693
	Iteration 19Q: 3 clusters Score -6737075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6737074.500000 Penalty: 3530.210693
	Iteration 20F: 3 clusters Score -6737074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6737080.000000 Penalty: 3530.210693
	Iteration 21Q: 3 clusters Score -6737080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6737081.500000 Penalty: 3530.210693
	Iteration 22Q: 3 clusters Score -6737082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6737087.500000 Penalty: 3530.210693
	Iteration 23Q: 3 clusters Score -6737088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6737088.000000 Penalty: 3530.210693
	Iteration 24Q: 3 clusters Score -6737088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6737087.500000 Penalty: 3530.210693
	Iteration 25Q: 3 clusters Score -6737088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6737083.500000 Penalty: 3530.210693
	Iteration 26Q: 3 clusters Score -6737084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6737084.500000 Penalty: 3530.210693
	Iteration 27Q: 3 clusters Score -6737084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6737086.500000 Penalty: 3530.210693
	Iteration 28Q: 3 clusters Score -6737086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6737095.500000 Penalty: 3530.210693
	Iteration 29Q: 3 clusters Score -6737096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6737095.500000 Penalty: 3530.210693
	Iteration 30Q: 3 clusters Score -6737096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6737090.000000 Penalty: 3530.210693
	Iteration 31Q: 3 clusters Score -6737090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6737090.500000 Penalty: 3530.210693
	Iteration 32Q: 3 clusters Score -6737090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6737086.500000 Penalty: 3530.210693
	Iteration 33Q: 3 clusters Score -6737086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6737086.500000 Penalty: 3530.210693
	Iteration 34F: 3 clusters Score -6737086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -103849.695312 Penalty: 1103.207886
	Iteration 0F: 2 clusters Score -103849.7 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 455 members 
Entering Unmasked Estep 
Score: -102496.468750 Penalty: 2206.415771
	Iteration 0F: 3 clusters Score -102496.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102727.687500 Penalty: 2206.415771
	Iteration 1F: 3 clusters Score -102727.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -102800.023438 Penalty: 2206.415771
	Iteration 2F: 3 clusters Score -102800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102841.023438 Penalty: 2206.415771
	Iteration 3Q: 3 clusters Score -102841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -102878.843750 Penalty: 2206.415771
	Iteration 4Q: 3 clusters Score -102878.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -102899.859375 Penalty: 2206.415771
	Iteration 5Q: 3 clusters Score -102899.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -102927.578125 Penalty: 2206.415771
	Iteration 6Q: 3 clusters Score -102927.6 nChanged 19
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: -102956.023438 Penalty: 2206.415771
	Iteration 7Q: 3 clusters Score -102956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -102981.617188 Penalty: 2206.415771
	Iteration 8Q: 3 clusters Score -102981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102988.109375 Penalty: 2206.415771
	Iteration 9Q: 3 clusters Score -102988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -102997.546875 Penalty: 2206.415771
	Iteration 10Q: 3 clusters Score -102997.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -103003.234375 Penalty: 2206.415771
	Iteration 11Q: 3 clusters Score -103003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -103007.734375 Penalty: 2206.415771
	Iteration 12Q: 3 clusters Score -103007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -103010.203125 Penalty: 2206.415771
	Iteration 13Q: 3 clusters Score -103010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -103015.187500 Penalty: 2206.415771
	Iteration 14Q: 3 clusters Score -103015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -103021.007812 Penalty: 2206.415771
	Iteration 15Q: 3 clusters Score -103021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -103030.539062 Penalty: 2206.415771
	Iteration 16Q: 3 clusters Score -103030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -103040.804688 Penalty: 2206.415771
	Iteration 17Q: 3 clusters Score -103040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -103047.000000 Penalty: 2206.415771
	Iteration 18Q: 3 clusters Score -103047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -103049.289062 Penalty: 2206.415771
	Iteration 19Q: 3 clusters Score -103049.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -103053.640625 Penalty: 2206.415771
	Iteration 20F: 3 clusters Score -103053.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -103064.187500 Penalty: 2206.415771
	Iteration 21Q: 3 clusters Score -103064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -103067.843750 Penalty: 2206.415771
	Iteration 22Q: 3 clusters Score -103067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -103070.203125 Penalty: 2206.415771
	Iteration 23Q: 3 clusters Score -103070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -103077.351562 Penalty: 2206.415771
	Iteration 24Q: 3 clusters Score -103077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -103081.507812 Penalty: 2206.415771
	Iteration 25Q: 3 clusters Score -103081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -103088.046875 Penalty: 2206.415771
	Iteration 26Q: 3 clusters Score -103088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -103110.062500 Penalty: 2206.415771
	Iteration 27Q: 3 clusters Score -103110.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -103118.929688 Penalty: 2206.415771
	Iteration 28Q: 3 clusters Score -103118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -103123.531250 Penalty: 2206.415771
	Iteration 29Q: 3 clusters Score -103123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -103126.539062 Penalty: 2206.415771
	Iteration 30Q: 3 clusters Score -103126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -103135.109375 Penalty: 2206.415771
	Iteration 31Q: 3 clusters Score -103135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -103146.085938 Penalty: 2206.415771
	Iteration 32Q: 3 clusters Score -103146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -103153.156250 Penalty: 2206.415771
	Iteration 33Q: 3 clusters Score -103153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -103161.257812 Penalty: 2206.415771
	Iteration 34Q: 3 clusters Score -103161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -103164.890625 Penalty: 2206.415771
	Iteration 35Q: 3 clusters Score -103164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -103166.125000 Penalty: 2206.415771
	Iteration 36Q: 3 clusters Score -103166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -103166.125000 Penalty: 2206.415771
	Iteration 37F: 3 clusters Score -103166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Entering Unmasked Estep 
Score: -7435507.000000 Penalty: 1782.088257
	Iteration 0F: 2 clusters Score -7435507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -7396789.500000 Penalty: 3564.176514
	Iteration 0F: 3 clusters Score -7396790 nChanged 27316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -7412606.500000 Penalty: 3564.176514
	Iteration 1F: 3 clusters Score -7412606 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -7413355.000000 Penalty: 3564.176514
	Iteration 2Q: 3 clusters Score -7413355 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -7414244.000000 Penalty: 3564.176514
	Iteration 3Q: 3 clusters Score -7414244 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -7415465.500000 Penalty: 3564.176514
	Iteration 4Q: 3 clusters Score -7415466 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -7417160.500000 Penalty: 3564.176514
	Iteration 5F: 3 clusters Score -7417160 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -7419264.000000 Penalty: 3564.176514
	Iteration 6F: 3 clusters Score -7419264 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -7421756.000000 Penalty: 3564.176514
	Iteration 7F: 3 clusters Score -7421756 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -7424329.500000 Penalty: 3564.176514
	Iteration 8F: 3 clusters Score -7424330 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -7426217.500000 Penalty: 3564.176514
	Iteration 9F: 3 clusters Score -7426218 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -7427142.500000 Penalty: 3564.176514
	Iteration 10Q: 3 clusters Score -7427142 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -7427534.500000 Penalty: 3564.176514
	Iteration 11Q: 3 clusters Score -7427534 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -7427807.000000 Penalty: 3564.176514
	Iteration 12Q: 3 clusters Score -7427807 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -7428059.500000 Penalty: 3564.176514
	Iteration 13Q: 3 clusters Score -7428060 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -7428363.000000 Penalty: 3564.176514
	Iteration 14Q: 3 clusters Score -7428363 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -7428621.500000 Penalty: 3564.176514
	Iteration 15Q: 3 clusters Score -7428622 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -7428890.000000 Penalty: 3564.176514
	Iteration 16Q: 3 clusters Score -7428890 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -7429224.000000 Penalty: 3564.176514
	Iteration 17Q: 3 clusters Score -7429224 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -7429474.000000 Penalty: 3564.176514
	Iteration 18Q: 3 clusters Score -7429474 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -7429730.500000 Penalty: 3564.176514
	Iteration 19Q: 3 clusters Score -7429730 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -7429996.500000 Penalty: 3564.176514
	Iteration 20F: 3 clusters Score -7429996 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -7430253.500000 Penalty: 3564.176514
	Iteration 21Q: 3 clusters Score -7430254 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -7430517.000000 Penalty: 3564.176514
	Iteration 22Q: 3 clusters Score -7430517 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -7430773.500000 Penalty: 3564.176514
	Iteration 23Q: 3 clusters Score -7430774 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -7431052.500000 Penalty: 3564.176514
	Iteration 24Q: 3 clusters Score -7431052 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -7431336.000000 Penalty: 3564.176514
	Iteration 25Q: 3 clusters Score -7431336 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -7431650.000000 Penalty: 3564.176514
	Iteration 26Q: 3 clusters Score -7431650 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -7431929.000000 Penalty: 3564.176514
	Iteration 27Q: 3 clusters Score -7431929 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -7432216.500000 Penalty: 3564.176514
	Iteration 28Q: 3 clusters Score -7432216 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -7432466.500000 Penalty: 3564.176514
	Iteration 29Q: 3 clusters Score -7432466 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -7432728.500000 Penalty: 3564.176514
	Iteration 30Q: 3 clusters Score -7432728 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -7432972.500000 Penalty: 3564.176514
	Iteration 31Q: 3 clusters Score -7432972 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -7433180.500000 Penalty: 3564.176514
	Iteration 32Q: 3 clusters Score -7433180 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -7433372.500000 Penalty: 3564.176514
	Iteration 33Q: 3 clusters Score -7433372 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -7433541.500000 Penalty: 3564.176514
	Iteration 34Q: 3 clusters Score -7433542 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -7433683.000000 Penalty: 3564.176514
	Iteration 35Q: 3 clusters Score -7433683 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -7433817.500000 Penalty: 3564.176514
	Iteration 36Q: 3 clusters Score -7433818 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7433986.500000 Penalty: 3564.176514
	Iteration 37Q: 3 clusters Score -7433986 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7434060.500000 Penalty: 3564.176514
	Iteration 38Q: 3 clusters Score -7434060 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7434143.500000 Penalty: 3564.176514
	Iteration 39Q: 3 clusters Score -7434144 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -7434224.000000 Penalty: 3564.176514
	Iteration 40F: 3 clusters Score -7434224 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7434260.000000 Penalty: 3564.176514
	Iteration 41Q: 3 clusters Score -7434260 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7434327.000000 Penalty: 3564.176514
	Iteration 42Q: 3 clusters Score -7434327 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7434362.000000 Penalty: 3564.176514
	Iteration 43Q: 3 clusters Score -7434362 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7434384.500000 Penalty: 3564.176514
	Iteration 44Q: 3 clusters Score -7434384 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7434390.500000 Penalty: 3564.176514
	Iteration 45Q: 3 clusters Score -7434390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7434413.000000 Penalty: 3564.176514
	Iteration 46Q: 3 clusters Score -7434413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7434437.500000 Penalty: 3564.176514
	Iteration 47Q: 3 clusters Score -7434438 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7434462.000000 Penalty: 3564.176514
	Iteration 48Q: 3 clusters Score -7434462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7434471.500000 Penalty: 3564.176514
	Iteration 49Q: 3 clusters Score -7434472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7434480.500000 Penalty: 3564.176514
	Iteration 50Q: 3 clusters Score -7434480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7434496.000000 Penalty: 3564.176514
	Iteration 51Q: 3 clusters Score -7434496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7434512.000000 Penalty: 3564.176514
	Iteration 52Q: 3 clusters Score -7434512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7434524.000000 Penalty: 3564.176514
	Iteration 53Q: 3 clusters Score -7434524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7434525.000000 Penalty: 3564.176514
	Iteration 54Q: 3 clusters Score -7434525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7434516.500000 Penalty: 3564.176514
	Iteration 55Q: 3 clusters Score -7434516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7434520.500000 Penalty: 3564.176514
	Iteration 56Q: 3 clusters Score -7434520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7434533.500000 Penalty: 3564.176514
	Iteration 57Q: 3 clusters Score -7434534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7434539.500000 Penalty: 3564.176514
	Iteration 58Q: 3 clusters Score -7434540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7434552.500000 Penalty: 3564.176514
	Iteration 59Q: 3 clusters Score -7434552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7434558.000000 Penalty: 3564.176514
	Iteration 60F: 3 clusters Score -7434558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7434560.000000 Penalty: 3564.176514
	Iteration 61Q: 3 clusters Score -7434560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7434564.000000 Penalty: 3564.176514
	Iteration 62Q: 3 clusters Score -7434564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7434566.500000 Penalty: 3564.176514
	Iteration 63Q: 3 clusters Score -7434566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7434563.000000 Penalty: 3564.176514
	Iteration 64Q: 3 clusters Score -7434563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7434562.000000 Penalty: 3564.176514
	Iteration 65Q: 3 clusters Score -7434562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7434566.000000 Penalty: 3564.176514
	Iteration 66Q: 3 clusters Score -7434566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7434575.000000 Penalty: 3564.176514
	Iteration 67Q: 3 clusters Score -7434575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7434574.000000 Penalty: 3564.176514
	Iteration 68Q: 3 clusters Score -7434574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7434573.500000 Penalty: 3564.176514
	Iteration 69Q: 3 clusters Score -7434574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7434576.500000 Penalty: 3564.176514
	Iteration 70Q: 3 clusters Score -7434576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7434574.000000 Penalty: 3564.176514
	Iteration 71Q: 3 clusters Score -7434574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7434577.000000 Penalty: 3564.176514
	Iteration 72Q: 3 clusters Score -7434577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7434577.000000 Penalty: 3564.176514
	Iteration 73F: 3 clusters Score -7434577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42684.496094 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -42684.5 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 205 members 
Entering Unmasked Estep 
Score: -41767.933594 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -41767.93 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42093.308594 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -42093.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42191.378906 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -42191.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42236.503906 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -42236.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42261.320312 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -42261.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42289.300781 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -42289.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42338.679688 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -42338.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42376.371094 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -42376.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42379.507812 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -42379.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42380.062500 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -42380.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42380.062500 Penalty: 1952.864380
	Iteration 10F: 3 clusters Score -42380.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -14112.992188 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -14112.99 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 119 members 
Entering Unmasked Estep 
Score: -13463.964844 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -13463.96 nChanged 59
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: -13700.349609 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -13700.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13823.844727 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -13823.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13923.185547 Penalty: 1770.189575
	Iteration 3F: 3 clusters Score -13923.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13943.619141 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -13943.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13948.200195 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -13948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13952.811523 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -13952.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13952.811523 Penalty: 1770.189575
	Iteration 7F: 3 clusters Score -13952.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -134269.750000 Penalty: 1138.735107
	Iteration 0F: 2 clusters Score -134269.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132761.484375 Penalty: 2277.470215
	Iteration 0F: 3 clusters Score -132761.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -133031.453125 Penalty: 2277.470215
	Iteration 1F: 3 clusters Score -133031.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -133116.421875 Penalty: 2277.470215
	Iteration 2F: 3 clusters Score -133116.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133153.921875 Penalty: 2277.470215
	Iteration 3Q: 3 clusters Score -133153.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133179.781250 Penalty: 2277.470215
	Iteration 4Q: 3 clusters Score -133179.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133190.843750 Penalty: 2277.470215
	Iteration 5Q: 3 clusters Score -133190.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -133198.828125 Penalty: 2277.470215
	Iteration 6Q: 3 clusters Score -133198.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -133211.703125 Penalty: 2277.470215
	Iteration 7Q: 3 clusters Score -133211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133219.828125 Penalty: 2277.470215
	Iteration 8Q: 3 clusters Score -133219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133224.734375 Penalty: 2277.470215
	Iteration 9Q: 3 clusters Score -133224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -133227.875000 Penalty: 2277.470215
	Iteration 10Q: 3 clusters Score -133227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133231.062500 Penalty: 2277.470215
	Iteration 11Q: 3 clusters Score -133231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133232.890625 Penalty: 2277.470215
	Iteration 12Q: 3 clusters Score -133232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133234.500000 Penalty: 2277.470215
	Iteration 13Q: 3 clusters Score -133234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133234.500000 Penalty: 2277.470215
	Iteration 14F: 3 clusters Score -133234.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -20962.230469 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -20962.23 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 105 members 
Entering Unmasked Estep 
Score: -20239.873047 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -20239.87 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20424.531250 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -20424.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20503.476562 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -20503.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20593.152344 Penalty: 1739.353882
	Iteration 3F: 3 clusters Score -20593.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20639.267578 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -20639.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20649.326172 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -20649.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20653.279297 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -20653.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20655.787109 Penalty: 1739.353882
	Iteration 7Q: 3 clusters Score -20655.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20665.564453 Penalty: 1739.353882
	Iteration 8Q: 3 clusters Score -20665.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20679.132812 Penalty: 1739.353882
	Iteration 9Q: 3 clusters Score -20679.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20687.550781 Penalty: 1739.353882
	Iteration 10Q: 3 clusters Score -20687.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20687.550781 Penalty: 1739.353882
	Iteration 11F: 3 clusters Score -20687.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -875333.312500 Penalty: 1444.288452
	Iteration 0F: 2 clusters Score -875333.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -869955.812500 Penalty: 2888.576904
	Iteration 0F: 3 clusters Score -869955.8 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -871549.625000 Penalty: 2888.576904
	Iteration 1F: 3 clusters Score -871549.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -871785.062500 Penalty: 2888.576904
	Iteration 2F: 3 clusters Score -871785.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -872002.187500 Penalty: 2888.576904
	Iteration 3F: 3 clusters Score -872002.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -872170.375000 Penalty: 2888.576904
	Iteration 4Q: 3 clusters Score -872170.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -872323.000000 Penalty: 2888.576904
	Iteration 5Q: 3 clusters Score -872323 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -872467.125000 Penalty: 2888.576904
	Iteration 6Q: 3 clusters Score -872467.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -872586.250000 Penalty: 2888.576904
	Iteration 7Q: 3 clusters Score -872586.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -872682.562500 Penalty: 2888.576904
	Iteration 8Q: 3 clusters Score -872682.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -872769.125000 Penalty: 2888.576904
	Iteration 9Q: 3 clusters Score -872769.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -872865.937500 Penalty: 2888.576904
	Iteration 10Q: 3 clusters Score -872865.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -872965.125000 Penalty: 2888.576904
	Iteration 11Q: 3 clusters Score -872965.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -873074.125000 Penalty: 2888.576904
	Iteration 12Q: 3 clusters Score -873074.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -873165.750000 Penalty: 2888.576904
	Iteration 13Q: 3 clusters Score -873165.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -873240.125000 Penalty: 2888.576904
	Iteration 14Q: 3 clusters Score -873240.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -873318.312500 Penalty: 2888.576904
	Iteration 15Q: 3 clusters Score -873318.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -873401.937500 Penalty: 2888.576904
	Iteration 16Q: 3 clusters Score -873401.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -873467.062500 Penalty: 2888.576904
	Iteration 17Q: 3 clusters Score -873467.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -873523.250000 Penalty: 2888.576904
	Iteration 18Q: 3 clusters Score -873523.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -873576.187500 Penalty: 2888.576904
	Iteration 19Q: 3 clusters Score -873576.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -873613.375000 Penalty: 2888.576904
	Iteration 20F: 3 clusters Score -873613.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -873643.875000 Penalty: 2888.576904
	Iteration 21Q: 3 clusters Score -873643.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -873660.875000 Penalty: 2888.576904
	Iteration 22Q: 3 clusters Score -873660.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -873675.750000 Penalty: 2888.576904
	Iteration 23Q: 3 clusters Score -873675.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -873690.437500 Penalty: 2888.576904
	Iteration 24Q: 3 clusters Score -873690.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -873713.812500 Penalty: 2888.576904
	Iteration 25Q: 3 clusters Score -873713.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -873730.750000 Penalty: 2888.576904
	Iteration 26Q: 3 clusters Score -873730.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -873746.187500 Penalty: 2888.576904
	Iteration 27Q: 3 clusters Score -873746.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -873752.687500 Penalty: 2888.576904
	Iteration 28Q: 3 clusters Score -873752.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -873763.625000 Penalty: 2888.576904
	Iteration 29Q: 3 clusters Score -873763.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -873767.625000 Penalty: 2888.576904
	Iteration 30Q: 3 clusters Score -873767.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -873774.500000 Penalty: 2888.576904
	Iteration 31Q: 3 clusters Score -873774.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -873777.625000 Penalty: 2888.576904
	Iteration 32Q: 3 clusters Score -873777.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -873782.312500 Penalty: 2888.576904
	Iteration 33Q: 3 clusters Score -873782.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -873790.500000 Penalty: 2888.576904
	Iteration 34Q: 3 clusters Score -873790.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -873795.250000 Penalty: 2888.576904
	Iteration 35Q: 3 clusters Score -873795.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -873806.187500 Penalty: 2888.576904
	Iteration 36Q: 3 clusters Score -873806.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -873819.312500 Penalty: 2888.576904
	Iteration 37Q: 3 clusters Score -873819.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -873837.375000 Penalty: 2888.576904
	Iteration 38Q: 3 clusters Score -873837.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -873846.125000 Penalty: 2888.576904
	Iteration 39Q: 3 clusters Score -873846.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -873863.437500 Penalty: 2888.576904
	Iteration 40F: 3 clusters Score -873863.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -873881.250000 Penalty: 2888.576904
	Iteration 41Q: 3 clusters Score -873881.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -873901.187500 Penalty: 2888.576904
	Iteration 42Q: 3 clusters Score -873901.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -873914.312500 Penalty: 2888.576904
	Iteration 43Q: 3 clusters Score -873914.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -873928.187500 Penalty: 2888.576904
	Iteration 44Q: 3 clusters Score -873928.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -873939.000000 Penalty: 2888.576904
	Iteration 45Q: 3 clusters Score -873939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -873948.125000 Penalty: 2888.576904
	Iteration 46Q: 3 clusters Score -873948.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -873958.937500 Penalty: 2888.576904
	Iteration 47Q: 3 clusters Score -873958.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -873967.937500 Penalty: 2888.576904
	Iteration 48Q: 3 clusters Score -873967.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -873982.187500 Penalty: 2888.576904
	Iteration 49Q: 3 clusters Score -873982.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -873993.312500 Penalty: 2888.576904
	Iteration 50Q: 3 clusters Score -873993.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -874001.312500 Penalty: 2888.576904
	Iteration 51Q: 3 clusters Score -874001.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -874008.812500 Penalty: 2888.576904
	Iteration 52Q: 3 clusters Score -874008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -874022.125000 Penalty: 2888.576904
	Iteration 53Q: 3 clusters Score -874022.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -874039.062500 Penalty: 2888.576904
	Iteration 54Q: 3 clusters Score -874039.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -874061.187500 Penalty: 2888.576904
	Iteration 55Q: 3 clusters Score -874061.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -874082.062500 Penalty: 2888.576904
	Iteration 56Q: 3 clusters Score -874082.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -874096.250000 Penalty: 2888.576904
	Iteration 57Q: 3 clusters Score -874096.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -874115.937500 Penalty: 2888.576904
	Iteration 58Q: 3 clusters Score -874115.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -874132.562500 Penalty: 2888.576904
	Iteration 59Q: 3 clusters Score -874132.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -874150.125000 Penalty: 2888.576904
	Iteration 60F: 3 clusters Score -874150.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -874171.562500 Penalty: 2888.576904
	Iteration 61Q: 3 clusters Score -874171.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -874189.312500 Penalty: 2888.576904
	Iteration 62Q: 3 clusters Score -874189.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -874207.687500 Penalty: 2888.576904
	Iteration 63Q: 3 clusters Score -874207.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -874224.750000 Penalty: 2888.576904
	Iteration 64Q: 3 clusters Score -874224.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -874240.000000 Penalty: 2888.576904
	Iteration 65Q: 3 clusters Score -874240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -874247.937500 Penalty: 2888.576904
	Iteration 66Q: 3 clusters Score -874247.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -874254.562500 Penalty: 2888.576904
	Iteration 67Q: 3 clusters Score -874254.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -874264.062500 Penalty: 2888.576904
	Iteration 68Q: 3 clusters Score -874264.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -874266.312500 Penalty: 2888.576904
	Iteration 69Q: 3 clusters Score -874266.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -874269.750000 Penalty: 2888.576904
	Iteration 70Q: 3 clusters Score -874269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -874271.812500 Penalty: 2888.576904
	Iteration 71Q: 3 clusters Score -874271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -874273.625000 Penalty: 2888.576904
	Iteration 72Q: 3 clusters Score -874273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -874273.875000 Penalty: 2888.576904
	Iteration 73Q: 3 clusters Score -874273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -874275.875000 Penalty: 2888.576904
	Iteration 74Q: 3 clusters Score -874275.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -874277.187500 Penalty: 2888.576904
	Iteration 75Q: 3 clusters Score -874277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -874277.375000 Penalty: 2888.576904
	Iteration 76Q: 3 clusters Score -874277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -874277.375000 Penalty: 2888.576904
	Iteration 77F: 3 clusters Score -874277.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Entering Unmasked Estep 
Score: -8560550.000000 Penalty: 1804.056274
	Iteration 0F: 2 clusters Score -8560550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -8516800.000000 Penalty: 3608.112549
	Iteration 0F: 3 clusters Score -8516800 nChanged 31306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -8534589.000000 Penalty: 3608.112549
	Iteration 1F: 3 clusters Score -8534589 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -8535015.000000 Penalty: 3608.112549
	Iteration 2Q: 3 clusters Score -8535015 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -8535442.000000 Penalty: 3608.112549
	Iteration 3Q: 3 clusters Score -8535442 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -8535903.000000 Penalty: 3608.112549
	Iteration 4Q: 3 clusters Score -8535903 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -8536344.000000 Penalty: 3608.112549
	Iteration 5Q: 3 clusters Score -8536344 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -8536744.000000 Penalty: 3608.112549
	Iteration 6Q: 3 clusters Score -8536744 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -8537295.000000 Penalty: 3608.112549
	Iteration 7Q: 3 clusters Score -8537295 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -8538001.000000 Penalty: 3608.112549
	Iteration 8Q: 3 clusters Score -8538001 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -8539162.000000 Penalty: 3608.112549
	Iteration 9Q: 3 clusters Score -8539162 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -8540722.000000 Penalty: 3608.112549
	Iteration 10Q: 3 clusters Score -8540722 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -8543057.000000 Penalty: 3608.112549
	Iteration 11F: 3 clusters Score -8543057 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -8545686.000000 Penalty: 3608.112549
	Iteration 12F: 3 clusters Score -8545686 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -8548332.000000 Penalty: 3608.112549
	Iteration 13F: 3 clusters Score -8548332 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -8550559.000000 Penalty: 3608.112549
	Iteration 14Q: 3 clusters Score -8550559 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -8552144.000000 Penalty: 3608.112549
	Iteration 15Q: 3 clusters Score -8552144 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -8553295.000000 Penalty: 3608.112549
	Iteration 16Q: 3 clusters Score -8553295 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -8554235.000000 Penalty: 3608.112549
	Iteration 17Q: 3 clusters Score -8554235 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -8555020.000000 Penalty: 3608.112549
	Iteration 18Q: 3 clusters Score -8555020 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -8555707.000000 Penalty: 3608.112549
	Iteration 19Q: 3 clusters Score -8555707 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -8556229.000000 Penalty: 3608.112549
	Iteration 20F: 3 clusters Score -8556229 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -8556729.000000 Penalty: 3608.112549
	Iteration 21Q: 3 clusters Score -8556729 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -8557108.000000 Penalty: 3608.112549
	Iteration 22Q: 3 clusters Score -8557108 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -8557469.000000 Penalty: 3608.112549
	Iteration 23Q: 3 clusters Score -8557469 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -8557821.000000 Penalty: 3608.112549
	Iteration 24Q: 3 clusters Score -8557821 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -8558041.000000 Penalty: 3608.112549
	Iteration 25Q: 3 clusters Score -8558041 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -8558242.000000 Penalty: 3608.112549
	Iteration 26Q: 3 clusters Score -8558242 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -8558375.000000 Penalty: 3608.112549
	Iteration 27Q: 3 clusters Score -8558375 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -8558502.000000 Penalty: 3608.112549
	Iteration 28Q: 3 clusters Score -8558502 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -8558599.000000 Penalty: 3608.112549
	Iteration 29Q: 3 clusters Score -8558599 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -8558685.000000 Penalty: 3608.112549
	Iteration 30Q: 3 clusters Score -8558685 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -8558726.000000 Penalty: 3608.112549
	Iteration 31Q: 3 clusters Score -8558726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -8558775.000000 Penalty: 3608.112549
	Iteration 32Q: 3 clusters Score -8558775 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -8558828.000000 Penalty: 3608.112549
	Iteration 33Q: 3 clusters Score -8558828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -8558874.000000 Penalty: 3608.112549
	Iteration 34Q: 3 clusters Score -8558874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -8558905.000000 Penalty: 3608.112549
	Iteration 35Q: 3 clusters Score -8558905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -8558911.000000 Penalty: 3608.112549
	Iteration 36Q: 3 clusters Score -8558911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -8558923.000000 Penalty: 3608.112549
	Iteration 37Q: 3 clusters Score -8558923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -8558928.000000 Penalty: 3608.112549
	Iteration 38Q: 3 clusters Score -8558928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -8558937.000000 Penalty: 3608.112549
	Iteration 39Q: 3 clusters Score -8558937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -8558951.000000 Penalty: 3608.112549
	Iteration 40F: 3 clusters Score -8558951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -8558954.000000 Penalty: 3608.112549
	Iteration 41Q: 3 clusters Score -8558954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -8558957.000000 Penalty: 3608.112549
	Iteration 42Q: 3 clusters Score -8558957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -8558961.000000 Penalty: 3608.112549
	Iteration 43Q: 3 clusters Score -8558961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -8558964.000000 Penalty: 3608.112549
	Iteration 44Q: 3 clusters Score -8558964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -8558967.000000 Penalty: 3608.112549
	Iteration 45Q: 3 clusters Score -8558967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -8558970.000000 Penalty: 3608.112549
	Iteration 46Q: 3 clusters Score -8558970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -8558974.000000 Penalty: 3608.112549
	Iteration 47Q: 3 clusters Score -8558974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -8558981.000000 Penalty: 3608.112549
	Iteration 48Q: 3 clusters Score -8558981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -8558980.000000 Penalty: 3608.112549
	Iteration 49Q: 3 clusters Score -8558980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -8558984.000000 Penalty: 3608.112549
	Iteration 50Q: 3 clusters Score -8558984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -8558986.000000 Penalty: 3608.112549
	Iteration 51Q: 3 clusters Score -8558986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -8558985.000000 Penalty: 3608.112549
	Iteration 52Q: 3 clusters Score -8558985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -8558985.000000 Penalty: 3608.112549
	Iteration 53F: 3 clusters Score -8558985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Entering Unmasked Estep 
Score: -9559267.000000 Penalty: 1822.153442
	Iteration 0F: 2 clusters Score -9559267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -9510873.000000 Penalty: 3644.306885
	Iteration 0F: 3 clusters Score -9510873 nChanged 35034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -9531394.000000 Penalty: 3644.306885
	Iteration 1F: 3 clusters Score -9531394 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -9532142.000000 Penalty: 3644.306885
	Iteration 2Q: 3 clusters Score -9532142 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -9533126.000000 Penalty: 3644.306885
	Iteration 3Q: 3 clusters Score -9533126 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -9534465.000000 Penalty: 3644.306885
	Iteration 4Q: 3 clusters Score -9534465 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -9536143.000000 Penalty: 3644.306885
	Iteration 5Q: 3 clusters Score -9536143 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -9538515.000000 Penalty: 3644.306885
	Iteration 6F: 3 clusters Score -9538515 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -9541737.000000 Penalty: 3644.306885
	Iteration 7F: 3 clusters Score -9541737 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -9544761.000000 Penalty: 3644.306885
	Iteration 8F: 3 clusters Score -9544761 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -9546709.000000 Penalty: 3644.306885
	Iteration 9F: 3 clusters Score -9546709 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -9547321.000000 Penalty: 3644.306885
	Iteration 10Q: 3 clusters Score -9547321 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -9547568.000000 Penalty: 3644.306885
	Iteration 11Q: 3 clusters Score -9547568 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -9547713.000000 Penalty: 3644.306885
	Iteration 12Q: 3 clusters Score -9547713 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -9547832.000000 Penalty: 3644.306885
	Iteration 13Q: 3 clusters Score -9547832 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -9547936.000000 Penalty: 3644.306885
	Iteration 14Q: 3 clusters Score -9547936 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -9548031.000000 Penalty: 3644.306885
	Iteration 15Q: 3 clusters Score -9548031 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -9548159.000000 Penalty: 3644.306885
	Iteration 16Q: 3 clusters Score -9548159 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -9548231.000000 Penalty: 3644.306885
	Iteration 17Q: 3 clusters Score -9548231 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -9548278.000000 Penalty: 3644.306885
	Iteration 18Q: 3 clusters Score -9548278 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -9548357.000000 Penalty: 3644.306885
	Iteration 19Q: 3 clusters Score -9548357 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -9548481.000000 Penalty: 3644.306885
	Iteration 20F: 3 clusters Score -9548481 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -9548608.000000 Penalty: 3644.306885
	Iteration 21Q: 3 clusters Score -9548608 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -9548749.000000 Penalty: 3644.306885
	Iteration 22Q: 3 clusters Score -9548749 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -9548811.000000 Penalty: 3644.306885
	Iteration 23Q: 3 clusters Score -9548811 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -9548827.000000 Penalty: 3644.306885
	Iteration 24Q: 3 clusters Score -9548827 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -9548950.000000 Penalty: 3644.306885
	Iteration 25Q: 3 clusters Score -9548950 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -9549128.000000 Penalty: 3644.306885
	Iteration 26Q: 3 clusters Score -9549128 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -9549240.000000 Penalty: 3644.306885
	Iteration 27Q: 3 clusters Score -9549240 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -9549302.000000 Penalty: 3644.306885
	Iteration 28Q: 3 clusters Score -9549302 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -9549431.000000 Penalty: 3644.306885
	Iteration 29Q: 3 clusters Score -9549431 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -9549493.000000 Penalty: 3644.306885
	Iteration 30Q: 3 clusters Score -9549493 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -9549551.000000 Penalty: 3644.306885
	Iteration 31Q: 3 clusters Score -9549551 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -9549640.000000 Penalty: 3644.306885
	Iteration 32Q: 3 clusters Score -9549640 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -9549664.000000 Penalty: 3644.306885
	Iteration 33Q: 3 clusters Score -9549664 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -9549681.000000 Penalty: 3644.306885
	Iteration 34Q: 3 clusters Score -9549681 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -9549708.000000 Penalty: 3644.306885
	Iteration 35Q: 3 clusters Score -9549708 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -9549767.000000 Penalty: 3644.306885
	Iteration 36Q: 3 clusters Score -9549767 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -9549809.000000 Penalty: 3644.306885
	Iteration 37Q: 3 clusters Score -9549809 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -9549837.000000 Penalty: 3644.306885
	Iteration 38Q: 3 clusters Score -9549837 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -9549816.000000 Penalty: 3644.306885
	Iteration 39Q: 3 clusters Score -9549816 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -9549864.000000 Penalty: 3644.306885
	Iteration 40F: 3 clusters Score -9549864 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -9549899.000000 Penalty: 3644.306885
	Iteration 41Q: 3 clusters Score -9549899 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -9549884.000000 Penalty: 3644.306885
	Iteration 42Q: 3 clusters Score -9549884 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -9549920.000000 Penalty: 3644.306885
	Iteration 43Q: 3 clusters Score -9549920 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -9549925.000000 Penalty: 3644.306885
	Iteration 44Q: 3 clusters Score -9549925 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -9549935.000000 Penalty: 3644.306885
	Iteration 45Q: 3 clusters Score -9549935 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -9549940.000000 Penalty: 3644.306885
	Iteration 46Q: 3 clusters Score -9549940 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -9549936.000000 Penalty: 3644.306885
	Iteration 47Q: 3 clusters Score -9549936 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -9549938.000000 Penalty: 3644.306885
	Iteration 48Q: 3 clusters Score -9549938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -9549945.000000 Penalty: 3644.306885
	Iteration 49Q: 3 clusters Score -9549945 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -9549951.000000 Penalty: 3644.306885
	Iteration 50Q: 3 clusters Score -9549951 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -9549955.000000 Penalty: 3644.306885
	Iteration 51Q: 3 clusters Score -9549955 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -9549973.000000 Penalty: 3644.306885
	Iteration 52Q: 3 clusters Score -9549973 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -9549991.000000 Penalty: 3644.306885
	Iteration 53Q: 3 clusters Score -9549991 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -9550008.000000 Penalty: 3644.306885
	Iteration 54Q: 3 clusters Score -9550008 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -9550039.000000 Penalty: 3644.306885
	Iteration 55Q: 3 clusters Score -9550039 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -9550034.000000 Penalty: 3644.306885
	Iteration 56Q: 3 clusters Score -9550034 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -9550027.000000 Penalty: 3644.306885
	Iteration 57Q: 3 clusters Score -9550027 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -9550038.000000 Penalty: 3644.306885
	Iteration 58Q: 3 clusters Score -9550038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -9550043.000000 Penalty: 3644.306885
	Iteration 59Q: 3 clusters Score -9550043 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -9550078.000000 Penalty: 3644.306885
	Iteration 60F: 3 clusters Score -9550078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -9550071.000000 Penalty: 3644.306885
	Iteration 61Q: 3 clusters Score -9550071 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -9550048.000000 Penalty: 3644.306885
	Iteration 62Q: 3 clusters Score -9550048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -9550054.000000 Penalty: 3644.306885
	Iteration 63Q: 3 clusters Score -9550054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -9550049.000000 Penalty: 3644.306885
	Iteration 64Q: 3 clusters Score -9550049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -9550054.000000 Penalty: 3644.306885
	Iteration 65Q: 3 clusters Score -9550054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -9550045.000000 Penalty: 3644.306885
	Iteration 66Q: 3 clusters Score -9550045 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -9550044.000000 Penalty: 3644.306885
	Iteration 67Q: 3 clusters Score -9550044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -9550069.000000 Penalty: 3644.306885
	Iteration 68Q: 3 clusters Score -9550069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -9550062.000000 Penalty: 3644.306885
	Iteration 69Q: 3 clusters Score -9550062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -9550076.000000 Penalty: 3644.306885
	Iteration 70Q: 3 clusters Score -9550076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -9550086.000000 Penalty: 3644.306885
	Iteration 71Q: 3 clusters Score -9550086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -9550081.000000 Penalty: 3644.306885
	Iteration 72Q: 3 clusters Score -9550081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -9550090.000000 Penalty: 3644.306885
	Iteration 73Q: 3 clusters Score -9550090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -9550099.000000 Penalty: 3644.306885
	Iteration 74Q: 3 clusters Score -9550099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -9550090.000000 Penalty: 3644.306885
	Iteration 75Q: 3 clusters Score -9550090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -9550089.000000 Penalty: 3644.306885
	Iteration 76Q: 3 clusters Score -9550089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -9550096.000000 Penalty: 3644.306885
	Iteration 77Q: 3 clusters Score -9550096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38632 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9557848.000000 Penalty: 3644.306885
	Iteration 268Q: 3 clusters Score -9557848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9557847.000000 Penalty: 3644.306885
	Iteration 269Q: 3 clusters Score -9557847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9557847.000000 Penalty: 3644.306885
	Iteration 270F: 3 clusters Score -9557847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -11202.122070 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -11202.12 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 131 members 
Entering Unmasked Estep 
Score: -10582.307617 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -10582.31 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10888.291992 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -10888.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11071.828125 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -11071.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11195.915039 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -11195.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11202.838867 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -11202.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11208.645508 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -11208.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11211.860352 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -11211.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11215.078125 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -11215.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11215.078125 Penalty: 1787.908936
	Iteration 8F: 3 clusters Score -11215.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 87836 members 
Mstep: Class 4 contains 10594 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 52166 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 57913 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7244 members 
Mstep: Class 14 contains 66296 members 
Mstep: Class 15 contains 74106 members 
Mstep: Class 16 contains 66 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 49039 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 52964 members 
Entering Unmasked Estep 
Score: -69530296.000000 Penalty: 42966.859375
Splitting cluster 16 changes total score from -69531504.000000 to -69530296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (49039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Entering Unmasked Estep 
Score: -6309155.500000 Penalty: 1755.060303
	Iteration 0F: 2 clusters Score -6309156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -6276365.000000 Penalty: 3510.120605
	Iteration 0F: 3 clusters Score -6276365 nChanged 23016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -6289580.000000 Penalty: 3510.120605
	Iteration 1F: 3 clusters Score -6289580 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -6290506.500000 Penalty: 3510.120605
	Iteration 2Q: 3 clusters Score -6290506 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -6292069.000000 Penalty: 3510.120605
	Iteration 3F: 3 clusters Score -6292069 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -6294310.500000 Penalty: 3510.120605
	Iteration 4F: 3 clusters Score -6294310 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -6297271.000000 Penalty: 3510.120605
	Iteration 5F: 3 clusters Score -6297271 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -6300399.000000 Penalty: 3510.120605
	Iteration 6F: 3 clusters Score -6300399 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -6303044.500000 Penalty: 3510.120605
	Iteration 7F: 3 clusters Score -6303044 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -6304836.500000 Penalty: 3510.120605
	Iteration 8Q: 3 clusters Score -6304836 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -6305986.000000 Penalty: 3510.120605
	Iteration 9Q: 3 clusters Score -6305986 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -6306709.000000 Penalty: 3510.120605
	Iteration 10Q: 3 clusters Score -6306709 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -6307125.500000 Penalty: 3510.120605
	Iteration 11Q: 3 clusters Score -6307126 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -6307402.000000 Penalty: 3510.120605
	Iteration 12Q: 3 clusters Score -6307402 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -6307526.500000 Penalty: 3510.120605
	Iteration 13Q: 3 clusters Score -6307526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -6307617.000000 Penalty: 3510.120605
	Iteration 14Q: 3 clusters Score -6307617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -6307677.000000 Penalty: 3510.120605
	Iteration 15Q: 3 clusters Score -6307677 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -6307703.500000 Penalty: 3510.120605
	Iteration 16Q: 3 clusters Score -6307704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -6307729.000000 Penalty: 3510.120605
	Iteration 17Q: 3 clusters Score -6307729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -6307749.500000 Penalty: 3510.120605
	Iteration 18Q: 3 clusters Score -6307750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -6307761.500000 Penalty: 3510.120605
	Iteration 19Q: 3 clusters Score -6307762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -6307765.500000 Penalty: 3510.120605
	Iteration 20F: 3 clusters Score -6307766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6307773.000000 Penalty: 3510.120605
	Iteration 21Q: 3 clusters Score -6307773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -6307782.000000 Penalty: 3510.120605
	Iteration 22Q: 3 clusters Score -6307782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -6307783.000000 Penalty: 3510.120605
	Iteration 23Q: 3 clusters Score -6307783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -6307792.500000 Penalty: 3510.120605
	Iteration 24Q: 3 clusters Score -6307792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -6307801.000000 Penalty: 3510.120605
	Iteration 25Q: 3 clusters Score -6307801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -6307802.500000 Penalty: 3510.120605
	Iteration 26Q: 3 clusters Score -6307802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -6307803.000000 Penalty: 3510.120605
	Iteration 27Q: 3 clusters Score -6307803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -6307795.500000 Penalty: 3510.120605
	Iteration 28Q: 3 clusters Score -6307796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6307802.000000 Penalty: 3510.120605
	Iteration 29Q: 3 clusters Score -6307802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -6307800.500000 Penalty: 3510.120605
	Iteration 30Q: 3 clusters Score -6307800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -6307800.500000 Penalty: 3510.120605
	Iteration 31F: 3 clusters Score -6307800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -302684.875000 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -302684.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -300320.187500 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -300320.2 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -300844.562500 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -300844.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -300967.156250 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -300967.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -301039.812500 Penalty: 2530.089111
	Iteration 3F: 3 clusters Score -301039.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -301077.625000 Penalty: 2530.089111
	Iteration 4Q: 3 clusters Score -301077.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -301106.562500 Penalty: 2530.089111
	Iteration 5Q: 3 clusters Score -301106.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301127.156250 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -301127.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -301142.250000 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -301142.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301149.125000 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -301149.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -301155.937500 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -301155.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301159.750000 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -301159.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -301163.281250 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -301163.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -301167.968750 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -301168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -301172.656250 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -301172.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -301178.312500 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -301178.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -301184.625000 Penalty: 2530.089111
	Iteration 15Q: 3 clusters Score -301184.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -301188.593750 Penalty: 2530.089111
	Iteration 16Q: 3 clusters Score -301188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -301191.031250 Penalty: 2530.089111
	Iteration 17Q: 3 clusters Score -301191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -301192.593750 Penalty: 2530.089111
	Iteration 18Q: 3 clusters Score -301192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -301194.312500 Penalty: 2530.089111
	Iteration 19Q: 3 clusters Score -301194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -301194.468750 Penalty: 2530.089111
	Iteration 20F: 3 clusters Score -301194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -301195.562500 Penalty: 2530.089111
	Iteration 21Q: 3 clusters Score -301195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -301196.062500 Penalty: 2530.089111
	Iteration 22Q: 3 clusters Score -301196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -301196.906250 Penalty: 2530.089111
	Iteration 23Q: 3 clusters Score -301196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301196.812500 Penalty: 2530.089111
	Iteration 24Q: 3 clusters Score -301196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -301196.531250 Penalty: 2530.089111
	Iteration 25Q: 3 clusters Score -301196.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -301197.468750 Penalty: 2530.089111
	Iteration 26Q: 3 clusters Score -301197.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -301197.468750 Penalty: 2530.089111
	Iteration 27F: 3 clusters Score -301197.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Entering Unmasked Estep 
Score: -6809265.000000 Penalty: 1767.572266
	Iteration 0F: 2 clusters Score -6809265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -6773920.000000 Penalty: 3535.144531
	Iteration 0F: 3 clusters Score -6773920 nChanged 24916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -6788137.000000 Penalty: 3535.144531
	Iteration 1F: 3 clusters Score -6788137 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -6788831.500000 Penalty: 3535.144531
	Iteration 2Q: 3 clusters Score -6788832 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -6789620.500000 Penalty: 3535.144531
	Iteration 3Q: 3 clusters Score -6789620 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -6790610.500000 Penalty: 3535.144531
	Iteration 4Q: 3 clusters Score -6790610 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6791782.000000 Penalty: 3535.144531
	Iteration 5Q: 3 clusters Score -6791782 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -6793551.500000 Penalty: 3535.144531
	Iteration 6F: 3 clusters Score -6793552 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -6795728.000000 Penalty: 3535.144531
	Iteration 7F: 3 clusters Score -6795728 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -6798338.000000 Penalty: 3535.144531
	Iteration 8F: 3 clusters Score -6798338 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -6800646.000000 Penalty: 3535.144531
	Iteration 9F: 3 clusters Score -6800646 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -6802073.500000 Penalty: 3535.144531
	Iteration 10Q: 3 clusters Score -6802074 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -6802857.000000 Penalty: 3535.144531
	Iteration 11Q: 3 clusters Score -6802857 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -6803355.500000 Penalty: 3535.144531
	Iteration 12Q: 3 clusters Score -6803356 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -6803790.500000 Penalty: 3535.144531
	Iteration 13Q: 3 clusters Score -6803790 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -6804148.000000 Penalty: 3535.144531
	Iteration 14Q: 3 clusters Score -6804148 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -6804463.000000 Penalty: 3535.144531
	Iteration 15Q: 3 clusters Score -6804463 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -6804783.000000 Penalty: 3535.144531
	Iteration 16Q: 3 clusters Score -6804783 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -6805116.500000 Penalty: 3535.144531
	Iteration 17Q: 3 clusters Score -6805116 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -6805425.000000 Penalty: 3535.144531
	Iteration 18Q: 3 clusters Score -6805425 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -6805773.500000 Penalty: 3535.144531
	Iteration 19Q: 3 clusters Score -6805774 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -6806042.000000 Penalty: 3535.144531
	Iteration 20F: 3 clusters Score -6806042 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -6806264.500000 Penalty: 3535.144531
	Iteration 21Q: 3 clusters Score -6806264 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -6806503.000000 Penalty: 3535.144531
	Iteration 22Q: 3 clusters Score -6806503 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -6806661.500000 Penalty: 3535.144531
	Iteration 23Q: 3 clusters Score -6806662 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -6806801.000000 Penalty: 3535.144531
	Iteration 24Q: 3 clusters Score -6806801 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6806951.500000 Penalty: 3535.144531
	Iteration 25Q: 3 clusters Score -6806952 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -6807090.000000 Penalty: 3535.144531
	Iteration 26Q: 3 clusters Score -6807090 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -6807190.000000 Penalty: 3535.144531
	Iteration 27Q: 3 clusters Score -6807190 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -6807272.500000 Penalty: 3535.144531
	Iteration 28Q: 3 clusters Score -6807272 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -6807343.000000 Penalty: 3535.144531
	Iteration 29Q: 3 clusters Score -6807343 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -6807418.000000 Penalty: 3535.144531
	Iteration 30Q: 3 clusters Score -6807418 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6807495.500000 Penalty: 3535.144531
	Iteration 31Q: 3 clusters Score -6807496 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -6807549.000000 Penalty: 3535.144531
	Iteration 32Q: 3 clusters Score -6807549 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -6807632.500000 Penalty: 3535.144531
	Iteration 33Q: 3 clusters Score -6807632 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -6807667.500000 Penalty: 3535.144531
	Iteration 34Q: 3 clusters Score -6807668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -6807719.000000 Penalty: 3535.144531
	Iteration 35Q: 3 clusters Score -6807719 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6807733.500000 Penalty: 3535.144531
	Iteration 36Q: 3 clusters Score -6807734 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -6807766.000000 Penalty: 3535.144531
	Iteration 37Q: 3 clusters Score -6807766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -6807793.000000 Penalty: 3535.144531
	Iteration 38Q: 3 clusters Score -6807793 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -6807827.000000 Penalty: 3535.144531
	Iteration 39Q: 3 clusters Score -6807827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -6807844.500000 Penalty: 3535.144531
	Iteration 40F: 3 clusters Score -6807844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -6807882.500000 Penalty: 3535.144531
	Iteration 41Q: 3 clusters Score -6807882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6807895.000000 Penalty: 3535.144531
	Iteration 42Q: 3 clusters Score -6807895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6807911.500000 Penalty: 3535.144531
	Iteration 43Q: 3 clusters Score -6807912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -6807915.000000 Penalty: 3535.144531
	Iteration 44Q: 3 clusters Score -6807915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -6807925.500000 Penalty: 3535.144531
	Iteration 45Q: 3 clusters Score -6807926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -6807927.000000 Penalty: 3535.144531
	Iteration 46Q: 3 clusters Score -6807927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -6807931.500000 Penalty: 3535.144531
	Iteration 47Q: 3 clusters Score -6807932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -6807932.000000 Penalty: 3535.144531
	Iteration 48Q: 3 clusters Score -6807932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6807919.500000 Penalty: 3535.144531
	Iteration 49Q: 3 clusters Score -6807920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -6807940.500000 Penalty: 3535.144531
	Iteration 50Q: 3 clusters Score -6807940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6807942.000000 Penalty: 3535.144531
	Iteration 51Q: 3 clusters Score -6807942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -6807959.500000 Penalty: 3535.144531
	Iteration 52Q: 3 clusters Score -6807960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -6807984.500000 Penalty: 3535.144531
	Iteration 53Q: 3 clusters Score -6807984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -6808001.000000 Penalty: 3535.144531
	Iteration 54Q: 3 clusters Score -6808001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -6808016.000000 Penalty: 3535.144531
	Iteration 55Q: 3 clusters Score -6808016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -6808021.500000 Penalty: 3535.144531
	Iteration 56Q: 3 clusters Score -6808022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -6808024.500000 Penalty: 3535.144531
	Iteration 57Q: 3 clusters Score -6808024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6808025.500000 Penalty: 3535.144531
	Iteration 58Q: 3 clusters Score -6808026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -6808044.500000 Penalty: 3535.144531
	Iteration 59Q: 3 clusters Score -6808044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6808045.000000 Penalty: 3535.144531
	Iteration 60F: 3 clusters Score -6808045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -6808051.000000 Penalty: 3535.144531
	Iteration 61Q: 3 clusters Score -6808051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -6808046.500000 Penalty: 3535.144531
	Iteration 62Q: 3 clusters Score -6808046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -6808055.500000 Penalty: 3535.144531
	Iteration 63Q: 3 clusters Score -6808056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -6808058.500000 Penalty: 3535.144531
	Iteration 64Q: 3 clusters Score -6808058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -6808060.000000 Penalty: 3535.144531
	Iteration 65Q: 3 clusters Score -6808060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -6808065.000000 Penalty: 3535.144531
	Iteration 66Q: 3 clusters Score -6808065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -6808061.000000 Penalty: 3535.144531
	Iteration 67Q: 3 clusters Score -6808061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -6808065.000000 Penalty: 3535.144531
	Iteration 68Q: 3 clusters Score -6808065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -6808062.500000 Penalty: 3535.144531
	Iteration 69Q: 3 clusters Score -6808062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -6808069.500000 Penalty: 3535.144531
	Iteration 70Q: 3 clusters Score -6808070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -6808078.000000 Penalty: 3535.144531
	Iteration 71Q: 3 clusters Score -6808078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -6808074.500000 Penalty: 3535.144531
	Iteration 72Q: 3 clusters Score -6808074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -6808077.000000 Penalty: 3535.144531
	Iteration 73Q: 3 clusters Score -6808077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -6808080.500000 Penalty: 3535.144531
	Iteration 74Q: 3 clusters Score -6808080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -6808089.000000 Penalty: 3535.144531
	Iteration 75Q: 3 clusters Score -6808089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -6808089.500000 Penalty: 3535.144531
	Iteration 76Q: 3 clusters Score -6808090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -6808094.500000 Penalty: 3535.144531
	Iteration 77Q: 3 clusters Score -6808094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -6808099.000000 Penalty: 3535.144531
	Iteration 78Q: 3 clusters Score -6808099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -6808102.500000 Penalty: 3535.144531
	Iteration 79Q: 3 clusters Score -6808102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -6808107.500000 Penalty: 3535.144531
	Iteration 80F: 3 clusters Score -6808108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6808106.500000 Penalty: 3535.144531
	Iteration 81Q: 3 clusters Score -6808106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -6808113.000000 Penalty: 3535.144531
	Iteration 82Q: 3 clusters Score -6808113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -6808112.500000 Penalty: 3535.144531
	Iteration 83Q: 3 clusters Score -6808112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -6808112.500000 Penalty: 3535.144531
	Iteration 84Q: 3 clusters Score -6808112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -6808113.500000 Penalty: 3535.144531
	Iteration 85Q: 3 clusters Score -6808114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -6808115.500000 Penalty: 3535.144531
	Iteration 86Q: 3 clusters Score -6808116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -6808117.500000 Penalty: 3535.144531
	Iteration 87Q: 3 clusters Score -6808118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -6808126.000000 Penalty: 3535.144531
	Iteration 88Q: 3 clusters Score -6808126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -6808121.500000 Penalty: 3535.144531
	Iteration 89Q: 3 clusters Score -6808122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -6808131.500000 Penalty: 3535.144531
	Iteration 90Q: 3 clusters Score -6808132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -6808131.500000 Penalty: 3535.144531
	Iteration 91F: 3 clusters Score -6808132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 87836 members 
Mstep: Class 4 contains 10594 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 52166 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 57913 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7244 members 
Mstep: Class 14 contains 66296 members 
Mstep: Class 15 contains 74106 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49039 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 52964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531632.000000 Penalty: 40818.515625
Iteration 199Q: 20 clusters Score -6.953163e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 88094 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 51190 members 
Mstep: Class 7 contains 887 members 
Mstep: Class 8 contains 57995 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7247 members 
Mstep: Class 14 contains 66856 members 
Mstep: Class 15 contains 74102 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49058 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 52880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531704.000000 Penalty: 40818.515625
Iteration 200F: 20 clusters Score -6.95317e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 10587 members 
Mstep: Class 3 contains 88385 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 50150 members 
Mstep: Class 7 contains 885 members 
Mstep: Class 8 contains 58057 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7246 members 
Mstep: Class 14 contains 67502 members 
Mstep: Class 15 contains 74113 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49083 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 52753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531784.000000 Penalty: 40818.515625
Iteration 201Q: 20 clusters Score -6.953178e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 10602 members 
Mstep: Class 3 contains 88703 members 
Mstep: Class 4 contains 10579 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 49078 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 58136 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7232 members 
Mstep: Class 14 contains 68162 members 
Mstep: Class 15 contains 74130 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49101 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 52638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69532088.000000 Penalty: 40818.515625
Iteration 202Q: 20 clusters Score -6.953209e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 89014 members 
Mstep: Class 4 contains 10565 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 47935 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 58225 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 68873 members 
Mstep: Class 15 contains 74145 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49133 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 52520 members 
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Iteration 203Q: 20 clusters Score -6.95321e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 10635 members 
Mstep: Class 3 contains 89311 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 46794 members 
Mstep: Class 7 contains 882 members 
Mstep: Class 8 contains 58312 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 69620 members 
Mstep: Class 15 contains 74145 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49154 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 52410 members 
Entering Unmasked Estep 
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Iteration 204Q: 20 clusters Score -6.953244e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 10647 members 
Mstep: Class 3 contains 89667 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 45704 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 58375 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 70321 members 
Mstep: Class 15 contains 74139 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49179 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 52309 members 
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Iteration 205Q: 20 clusters Score -6.95325e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 89979 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 44676 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 58459 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 70974 members 
Mstep: Class 15 contains 74139 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49193 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 52197 members 
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Iteration 206Q: 20 clusters Score -6.95325e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 90284 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 58527 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7101 members 
Mstep: Class 14 contains 71582 members 
Mstep: Class 15 contains 74113 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49217 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 52061 members 
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Iteration 207Q: 20 clusters Score -6.953259e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 10705 members 
Mstep: Class 3 contains 90557 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 42914 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 58608 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7084 members 
Mstep: Class 14 contains 72145 members 
Mstep: Class 15 contains 74090 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49241 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 51911 members 
Entering Unmasked Estep 
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Iteration 208Q: 20 clusters Score -6.953276e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 90838 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 42137 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 58687 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7062 members 
Mstep: Class 14 contains 72655 members 
Mstep: Class 15 contains 74053 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49254 members 
Mstep: Class 21 contains 2405 members 
Mstep: Class 22 contains 51776 members 
Entering Unmasked Estep 
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Iteration 209Q: 20 clusters Score -6.953281e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 10730 members 
Mstep: Class 3 contains 91074 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 41413 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 58768 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7049 members 
Mstep: Class 14 contains 73147 members 
Mstep: Class 15 contains 74029 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49258 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 51659 members 
Entering Unmasked Estep 
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Iteration 210Q: 20 clusters Score -6.9533e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 10736 members 
Mstep: Class 3 contains 91250 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 40705 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 58879 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7039 members 
Mstep: Class 14 contains 73587 members 
Mstep: Class 15 contains 74008 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49257 members 
Mstep: Class 21 contains 2405 members 
Mstep: Class 22 contains 51585 members 
Entering Unmasked Estep 
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Iteration 211Q: 20 clusters Score -6.953311e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78100 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 91367 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 40123 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 58976 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7035 members 
Mstep: Class 14 contains 73966 members 
Mstep: Class 15 contains 73991 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49246 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 51514 members 
Entering Unmasked Estep 
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Iteration 212Q: 20 clusters Score -6.953322e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 91495 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 39591 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 59099 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7028 members 
Mstep: Class 14 contains 74271 members 
Mstep: Class 15 contains 73979 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49241 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 51418 members 
Entering Unmasked Estep 
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Iteration 213Q: 20 clusters Score -6.953322e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 10740 members 
Mstep: Class 3 contains 91593 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 39081 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 59229 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7027 members 
Mstep: Class 14 contains 74576 members 
Mstep: Class 15 contains 73965 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49224 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 51321 members 
Entering Unmasked Estep 
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Iteration 214Q: 20 clusters Score -6.953334e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 10745 members 
Mstep: Class 3 contains 91656 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 38614 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 59362 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7023 members 
Mstep: Class 14 contains 74867 members 
Mstep: Class 15 contains 73952 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49216 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 51232 members 
Entering Unmasked Estep 
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Iteration 215Q: 20 clusters Score -6.953344e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 10748 members 
Mstep: Class 3 contains 91709 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 38193 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 59503 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7021 members 
Mstep: Class 14 contains 75110 members 
Mstep: Class 15 contains 73957 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49208 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 51123 members 
Entering Unmasked Estep 
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Iteration 216Q: 20 clusters Score -6.953341e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 10748 members 
Mstep: Class 3 contains 91740 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 37818 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 59645 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7018 members 
Mstep: Class 14 contains 75344 members 
Mstep: Class 15 contains 73959 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49202 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 51027 members 
Entering Unmasked Estep 
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Iteration 217Q: 20 clusters Score -6.953338e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 10746 members 
Mstep: Class 3 contains 91764 members 
Mstep: Class 4 contains 10547 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 37487 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 59780 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7015 members 
Mstep: Class 14 contains 75553 members 
Mstep: Class 15 contains 73969 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49194 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 50925 members 
Entering Unmasked Estep 
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Iteration 218Q: 20 clusters Score -6.953339e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 10746 members 
Mstep: Class 3 contains 91790 members 
Mstep: Class 4 contains 10551 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 37179 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 59902 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7013 members 
Mstep: Class 14 contains 75743 members 
Mstep: Class 15 contains 73983 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49187 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 50824 members 
Entering Unmasked Estep 
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Iteration 219Q: 20 clusters Score -6.953365e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 91825 members 
Mstep: Class 4 contains 10557 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 36872 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 60036 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7011 members 
Mstep: Class 14 contains 75939 members 
Mstep: Class 15 contains 73969 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49180 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 50730 members 
Entering Unmasked Estep 
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Iteration 220F: 20 clusters Score -6.953346e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 10747 members 
Mstep: Class 3 contains 91827 members 
Mstep: Class 4 contains 10562 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 36640 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 60146 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7012 members 
Mstep: Class 14 contains 76102 members 
Mstep: Class 15 contains 73978 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49175 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 50619 members 
Entering Unmasked Estep 
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Iteration 221Q: 20 clusters Score -6.953358e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 91811 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 36432 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 60251 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7005 members 
Mstep: Class 14 contains 76230 members 
Mstep: Class 15 contains 74002 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49177 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 50500 members 
Entering Unmasked Estep 
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Iteration 222Q: 20 clusters Score -6.953345e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 91825 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 36259 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 60349 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7005 members 
Mstep: Class 14 contains 76319 members 
Mstep: Class 15 contains 74026 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49172 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 50391 members 
Entering Unmasked Estep 
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Iteration 223Q: 20 clusters Score -6.953349e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 91847 members 
Mstep: Class 4 contains 10581 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 36114 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 60452 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7004 members 
Mstep: Class 14 contains 76392 members 
Mstep: Class 15 contains 74035 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49164 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 50287 members 
Entering Unmasked Estep 
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Iteration 224Q: 20 clusters Score -6.953338e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79016 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 91854 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35981 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 60564 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6998 members 
Mstep: Class 14 contains 76465 members 
Mstep: Class 15 contains 74042 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49155 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 50167 members 
Entering Unmasked Estep 
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Iteration 225Q: 20 clusters Score -6.953349e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 91879 members 
Mstep: Class 4 contains 10591 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35852 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 60695 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6991 members 
Mstep: Class 14 contains 76518 members 
Mstep: Class 15 contains 74039 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49143 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 50047 members 
Entering Unmasked Estep 
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Iteration 226Q: 20 clusters Score -6.953337e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 91874 members 
Mstep: Class 4 contains 10600 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35755 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 60819 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 76569 members 
Mstep: Class 15 contains 74030 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49129 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 49931 members 
Entering Unmasked Estep 
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Iteration 227Q: 20 clusters Score -6.953358e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 10747 members 
Mstep: Class 3 contains 91872 members 
Mstep: Class 4 contains 10611 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35654 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 60933 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 76617 members 
Mstep: Class 15 contains 74037 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49124 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 49812 members 
Entering Unmasked Estep 
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Iteration 228Q: 20 clusters Score -6.953365e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 10748 members 
Mstep: Class 3 contains 91875 members 
Mstep: Class 4 contains 10614 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35566 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 61034 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 76674 members 
Mstep: Class 15 contains 74047 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49123 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 49688 members 
Entering Unmasked Estep 
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Iteration 229Q: 20 clusters Score -6.953364e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 91875 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35473 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 61115 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 76727 members 
Mstep: Class 15 contains 74071 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49120 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 49582 members 
Entering Unmasked Estep 
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Iteration 230Q: 20 clusters Score -6.953367e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 91876 members 
Mstep: Class 4 contains 10624 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35395 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 61194 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 76778 members 
Mstep: Class 15 contains 74080 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49118 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 49469 members 
Entering Unmasked Estep 
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Iteration 231Q: 20 clusters Score -6.953362e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 10755 members 
Mstep: Class 3 contains 91891 members 
Mstep: Class 4 contains 10626 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35317 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 61276 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 76819 members 
Mstep: Class 15 contains 74090 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49114 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 49352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533552.000000 Penalty: 40818.515625
Iteration 232Q: 20 clusters Score -6.953355e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 10756 members 
Mstep: Class 3 contains 91896 members 
Mstep: Class 4 contains 10625 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35250 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 61377 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 76857 members 
Mstep: Class 15 contains 74092 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49107 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 49242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533616.000000 Penalty: 40818.515625
Iteration 233Q: 20 clusters Score -6.953362e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79431 members 
Mstep: Class 2 contains 10757 members 
Mstep: Class 3 contains 91902 members 
Mstep: Class 4 contains 10628 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35184 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 61484 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 76895 members 
Mstep: Class 15 contains 74100 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49106 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 49121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533624.000000 Penalty: 40818.515625
Iteration 234Q: 20 clusters Score -6.953362e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 10756 members 
Mstep: Class 3 contains 91899 members 
Mstep: Class 4 contains 10631 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35117 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 61583 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 76921 members 
Mstep: Class 15 contains 74106 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49106 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 49034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533544.000000 Penalty: 40818.515625
Iteration 235Q: 20 clusters Score -6.953354e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 91910 members 
Mstep: Class 4 contains 10632 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35059 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 61669 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 76945 members 
Mstep: Class 15 contains 74118 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49110 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 48934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 40818.515625
Iteration 236Q: 20 clusters Score -6.953349e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 91928 members 
Mstep: Class 4 contains 10636 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 35006 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 61753 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 76958 members 
Mstep: Class 15 contains 74114 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 48848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533544.000000 Penalty: 40818.515625
Iteration 237Q: 20 clusters Score -6.953354e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 91946 members 
Mstep: Class 4 contains 10638 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34941 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 61825 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 76990 members 
Mstep: Class 15 contains 74111 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49115 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 48755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533584.000000 Penalty: 40818.515625
Iteration 238Q: 20 clusters Score -6.953358e+07 nChanged 274
Entering ConstructFrom: 
Score: -69533584.000000 Penalty: 40818.515625
Entering ConstructFrom: 
Trying to split cluster 1 (79576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Entering Unmasked Estep 
Score: -10231327.000000 Penalty: 1833.725952
	Iteration 0F: 2 clusters Score -1.023133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -10179551.000000 Penalty: 3667.451904
	Iteration 0F: 3 clusters Score -1.017955e+07 nChanged 37794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -10201064.000000 Penalty: 3667.451904
	Iteration 1F: 3 clusters Score -1.020106e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -10201696.000000 Penalty: 3667.451904
	Iteration 2Q: 3 clusters Score -1.02017e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -10202588.000000 Penalty: 3667.451904
	Iteration 3Q: 3 clusters Score -1.020259e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -10203996.000000 Penalty: 3667.451904
	Iteration 4Q: 3 clusters Score -1.0204e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -10206041.000000 Penalty: 3667.451904
	Iteration 5F: 3 clusters Score -1.020604e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -10208544.000000 Penalty: 3667.451904
	Iteration 6F: 3 clusters Score -1.020854e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -10211988.000000 Penalty: 3667.451904
	Iteration 7F: 3 clusters Score -1.021199e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -10216268.000000 Penalty: 3667.451904
	Iteration 8F: 3 clusters Score -1.021627e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -10220568.000000 Penalty: 3667.451904
	Iteration 9F: 3 clusters Score -1.022057e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -10223358.000000 Penalty: 3667.451904
	Iteration 10Q: 3 clusters Score -1.022336e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -10224482.000000 Penalty: 3667.451904
	Iteration 11Q: 3 clusters Score -1.022448e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -10225013.000000 Penalty: 3667.451904
	Iteration 12Q: 3 clusters Score -1.022501e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -10225400.000000 Penalty: 3667.451904
	Iteration 13Q: 3 clusters Score -1.02254e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -10225658.000000 Penalty: 3667.451904
	Iteration 14Q: 3 clusters Score -1.022566e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -10225882.000000 Penalty: 3667.451904
	Iteration 15Q: 3 clusters Score -1.022588e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -10226137.000000 Penalty: 3667.451904
	Iteration 16Q: 3 clusters Score -1.022614e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -10226343.000000 Penalty: 3667.451904
	Iteration 17Q: 3 clusters Score -1.022634e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -10226492.000000 Penalty: 3667.451904
	Iteration 18Q: 3 clusters Score -1.022649e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -10226639.000000 Penalty: 3667.451904
	Iteration 19Q: 3 clusters Score -1.022664e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -10226820.000000 Penalty: 3667.451904
	Iteration 20F: 3 clusters Score -1.022682e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -10227001.000000 Penalty: 3667.451904
	Iteration 21Q: 3 clusters Score -1.0227e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -10227126.000000 Penalty: 3667.451904
	Iteration 22Q: 3 clusters Score -1.022713e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -10227193.000000 Penalty: 3667.451904
	Iteration 23Q: 3 clusters Score -1.022719e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -10227271.000000 Penalty: 3667.451904
	Iteration 24Q: 3 clusters Score -1.022727e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -10227435.000000 Penalty: 3667.451904
	Iteration 25Q: 3 clusters Score -1.022744e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 70012 members 
Entering Unmasked Estep 
Score: -10227577.000000 Penalty: 3667.451904
	Iteration 26Q: 3 clusters Score -1.022758e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -10227659.000000 Penalty: 3667.451904
	Iteration 27Q: 3 clusters Score -1.022766e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -10227758.000000 Penalty: 3667.451904
	Iteration 28Q: 3 clusters Score -1.022776e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -10227854.000000 Penalty: 3667.451904
	Iteration 29Q: 3 clusters Score -1.022785e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -10227985.000000 Penalty: 3667.451904
	Iteration 30Q: 3 clusters Score -1.022798e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -10228087.000000 Penalty: 3667.451904
	Iteration 31Q: 3 clusters Score -1.022809e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -10228209.000000 Penalty: 3667.451904
	Iteration 32Q: 3 clusters Score -1.022821e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -10228271.000000 Penalty: 3667.451904
	Iteration 33Q: 3 clusters Score -1.022827e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -10228352.000000 Penalty: 3667.451904
	Iteration 34Q: 3 clusters Score -1.022835e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -10228438.000000 Penalty: 3667.451904
	Iteration 35Q: 3 clusters Score -1.022844e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -10228496.000000 Penalty: 3667.451904
	Iteration 36Q: 3 clusters Score -1.02285e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -10228608.000000 Penalty: 3667.451904
	Iteration 37Q: 3 clusters Score -1.022861e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -10228706.000000 Penalty: 3667.451904
	Iteration 38Q: 3 clusters Score -1.022871e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -10228810.000000 Penalty: 3667.451904
	Iteration 39Q: 3 clusters Score -1.022881e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -10228852.000000 Penalty: 3667.451904
	Iteration 40F: 3 clusters Score -1.022885e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -10228926.000000 Penalty: 3667.451904
	Iteration 41Q: 3 clusters Score -1.022893e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -10229021.000000 Penalty: 3667.451904
	Iteration 42Q: 3 clusters Score -1.022902e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -10229116.000000 Penalty: 3667.451904
	Iteration 43Q: 3 clusters Score -1.022912e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -10229173.000000 Penalty: 3667.451904
	Iteration 44Q: 3 clusters Score -1.022917e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -10229266.000000 Penalty: 3667.451904
	Iteration 45Q: 3 clusters Score -1.022927e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -10229341.000000 Penalty: 3667.451904
	Iteration 46Q: 3 clusters Score -1.022934e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -10229374.000000 Penalty: 3667.451904
	Iteration 47Q: 3 clusters Score -1.022937e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -10229454.000000 Penalty: 3667.451904
	Iteration 48Q: 3 clusters Score -1.022945e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -10229498.000000 Penalty: 3667.451904
	Iteration 49Q: 3 clusters Score -1.02295e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -10229558.000000 Penalty: 3667.451904
	Iteration 50Q: 3 clusters Score -1.022956e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -10229610.000000 Penalty: 3667.451904
	Iteration 51Q: 3 clusters Score -1.022961e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -10229649.000000 Penalty: 3667.451904
	Iteration 52Q: 3 clusters Score -1.022965e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -10229689.000000 Penalty: 3667.451904
	Iteration 53Q: 3 clusters Score -1.022969e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -10229734.000000 Penalty: 3667.451904
	Iteration 54Q: 3 clusters Score -1.022973e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -10229766.000000 Penalty: 3667.451904
	Iteration 55Q: 3 clusters Score -1.022977e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -10229803.000000 Penalty: 3667.451904
	Iteration 56Q: 3 clusters Score -1.02298e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -10229834.000000 Penalty: 3667.451904
	Iteration 57Q: 3 clusters Score -1.022983e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -10229875.000000 Penalty: 3667.451904
	Iteration 58Q: 3 clusters Score -1.022988e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -10229903.000000 Penalty: 3667.451904
	Iteration 59Q: 3 clusters Score -1.02299e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -10229891.000000 Penalty: 3667.451904
	Iteration 60F: 3 clusters Score -1.022989e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -10229909.000000 Penalty: 3667.451904
	Iteration 61Q: 3 clusters Score -1.022991e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -10229936.000000 Penalty: 3667.451904
	Iteration 62Q: 3 clusters Score -1.022994e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -10229943.000000 Penalty: 3667.451904
	Iteration 63Q: 3 clusters Score -1.022994e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -10229955.000000 Penalty: 3667.451904
	Iteration 64Q: 3 clusters Score -1.022996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -10229964.000000 Penalty: 3667.451904
	Iteration 65Q: 3 clusters Score -1.022996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
Score: -10229968.000000 Penalty: 3667.451904
	Iteration 66Q: 3 clusters Score -1.022997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -10229973.000000 Penalty: 3667.451904
	Iteration 67Q: 3 clusters Score -1.022997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -10229982.000000 Penalty: 3667.451904
	Iteration 68Q: 3 clusters Score -1.022998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -10229968.000000 Penalty: 3667.451904
	Iteration 69Q: 3 clusters Score -1.022997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -10229979.000000 Penalty: 3667.451904
	Iteration 70Q: 3 clusters Score -1.022998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -10229979.000000 Penalty: 3667.451904
	Iteration 71Q: 3 clusters Score -1.022998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -10229993.000000 Penalty: 3667.451904
	Iteration 72Q: 3 clusters Score -1.022999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -10230001.000000 Penalty: 3667.451904
	Iteration 73Q: 3 clusters Score -1.023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -10230010.000000 Penalty: 3667.451904
	Iteration 74Q: 3 clusters Score -1.023001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -10230020.000000 Penalty: 3667.451904
	Iteration 75Q: 3 clusters Score -1.023002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -10230013.000000 Penalty: 3667.451904
	Iteration 76Q: 3 clusters Score -1.023001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -10230016.000000 Penalty: 3667.451904
	Iteration 77Q: 3 clusters Score -1.023002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -10230020.000000 Penalty: 3667.451904
	Iteration 78Q: 3 clusters Score -1.023002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -10230035.000000 Penalty: 3667.451904
	Iteration 79Q: 3 clusters Score -1.023004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -10230037.000000 Penalty: 3667.451904
	Iteration 80F: 3 clusters Score -1.023004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -10230034.000000 Penalty: 3667.451904
	Iteration 81Q: 3 clusters Score -1.023003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -10230033.000000 Penalty: 3667.451904
	Iteration 82Q: 3 clusters Score -1.023003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -10230039.000000 Penalty: 3667.451904
	Iteration 83Q: 3 clusters Score -1.023004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -10230037.000000 Penalty: 3667.451904
	Iteration 84Q: 3 clusters Score -1.023004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -10230037.000000 Penalty: 3667.451904
	Iteration 85F: 3 clusters Score -1.023004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Entering Unmasked Estep 
Score: -1358851.500000 Penalty: 1508.462646
	Iteration 0F: 2 clusters Score -1358852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1351238.250000 Penalty: 3016.925293
	Iteration 0F: 3 clusters Score -1351238 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1353697.250000 Penalty: 3016.925293
	Iteration 1F: 3 clusters Score -1353697 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1353898.000000 Penalty: 3016.925293
	Iteration 2F: 3 clusters Score -1353898 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1354047.125000 Penalty: 3016.925293
	Iteration 3Q: 3 clusters Score -1354047 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1354174.875000 Penalty: 3016.925293
	Iteration 4Q: 3 clusters Score -1354175 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1354284.250000 Penalty: 3016.925293
	Iteration 5Q: 3 clusters Score -1354284 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1354382.750000 Penalty: 3016.925293
	Iteration 6Q: 3 clusters Score -1354383 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1354458.375000 Penalty: 3016.925293
	Iteration 7Q: 3 clusters Score -1354458 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1354535.125000 Penalty: 3016.925293
	Iteration 8Q: 3 clusters Score -1354535 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1354637.875000 Penalty: 3016.925293
	Iteration 9Q: 3 clusters Score -1354638 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1354762.750000 Penalty: 3016.925293
	Iteration 10Q: 3 clusters Score -1354763 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1354941.750000 Penalty: 3016.925293
	Iteration 11Q: 3 clusters Score -1354942 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1355192.000000 Penalty: 3016.925293
	Iteration 12Q: 3 clusters Score -1355192 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1355504.250000 Penalty: 3016.925293
	Iteration 13Q: 3 clusters Score -1355504 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1355851.375000 Penalty: 3016.925293
	Iteration 14Q: 3 clusters Score -1355851 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1356197.250000 Penalty: 3016.925293
	Iteration 15Q: 3 clusters Score -1356197 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1356501.875000 Penalty: 3016.925293
	Iteration 16Q: 3 clusters Score -1356502 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1356767.500000 Penalty: 3016.925293
	Iteration 17Q: 3 clusters Score -1356768 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1356994.250000 Penalty: 3016.925293
	Iteration 18Q: 3 clusters Score -1356994 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1357135.000000 Penalty: 3016.925293
	Iteration 19Q: 3 clusters Score -1357135 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1357255.625000 Penalty: 3016.925293
	Iteration 20F: 3 clusters Score -1357256 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1357333.750000 Penalty: 3016.925293
	Iteration 21Q: 3 clusters Score -1357334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1357383.625000 Penalty: 3016.925293
	Iteration 22Q: 3 clusters Score -1357384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1357415.125000 Penalty: 3016.925293
	Iteration 23Q: 3 clusters Score -1357415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1357444.250000 Penalty: 3016.925293
	Iteration 24Q: 3 clusters Score -1357444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1357465.375000 Penalty: 3016.925293
	Iteration 25Q: 3 clusters Score -1357465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1357477.625000 Penalty: 3016.925293
	Iteration 26Q: 3 clusters Score -1357478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1357496.750000 Penalty: 3016.925293
	Iteration 27Q: 3 clusters Score -1357497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1357509.500000 Penalty: 3016.925293
	Iteration 28Q: 3 clusters Score -1357510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1357529.375000 Penalty: 3016.925293
	Iteration 29Q: 3 clusters Score -1357529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1357544.500000 Penalty: 3016.925293
	Iteration 30Q: 3 clusters Score -1357544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1357563.000000 Penalty: 3016.925293
	Iteration 31Q: 3 clusters Score -1357563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1357570.750000 Penalty: 3016.925293
	Iteration 32Q: 3 clusters Score -1357571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1357576.000000 Penalty: 3016.925293
	Iteration 33Q: 3 clusters Score -1357576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1357577.125000 Penalty: 3016.925293
	Iteration 34Q: 3 clusters Score -1357577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1357578.250000 Penalty: 3016.925293
	Iteration 35Q: 3 clusters Score -1357578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1357582.500000 Penalty: 3016.925293
	Iteration 36Q: 3 clusters Score -1357582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1357587.625000 Penalty: 3016.925293
	Iteration 37Q: 3 clusters Score -1357588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1357588.875000 Penalty: 3016.925293
	Iteration 38Q: 3 clusters Score -1357589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1357592.125000 Penalty: 3016.925293
	Iteration 39Q: 3 clusters Score -1357592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1357595.500000 Penalty: 3016.925293
	Iteration 40F: 3 clusters Score -1357596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1357598.125000 Penalty: 3016.925293
	Iteration 41Q: 3 clusters Score -1357598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1357601.375000 Penalty: 3016.925293
	Iteration 42Q: 3 clusters Score -1357601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1357603.625000 Penalty: 3016.925293
	Iteration 43Q: 3 clusters Score -1357604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1357603.625000 Penalty: 3016.925293
	Iteration 44F: 3 clusters Score -1357604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91964 members 
Entering Unmasked Estep 
Score: -11802649.000000 Penalty: 1857.237305
	Iteration 0F: 2 clusters Score -1.180265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -11742287.000000 Penalty: 3714.474609
	Iteration 0F: 3 clusters Score -1.174229e+07 nChanged 43677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -11768289.000000 Penalty: 3714.474609
	Iteration 1F: 3 clusters Score -1.176829e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -11769855.000000 Penalty: 3714.474609
	Iteration 2Q: 3 clusters Score -1.176986e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -11772624.000000 Penalty: 3714.474609
	Iteration 3F: 3 clusters Score -1.177262e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67539 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -11777569.000000 Penalty: 3714.474609
	Iteration 4F: 3 clusters Score -1.177757e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -11784909.000000 Penalty: 3714.474609
	Iteration 5F: 3 clusters Score -1.178491e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -11793105.000000 Penalty: 3714.474609
	Iteration 6F: 3 clusters Score -1.17931e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -11798387.000000 Penalty: 3714.474609
	Iteration 7F: 3 clusters Score -1.179839e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91208 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11800274.000000 Penalty: 3714.474609
	Iteration 8Q: 3 clusters Score -1.180027e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11800726.000000 Penalty: 3714.474609
	Iteration 9Q: 3 clusters Score -1.180073e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11800855.000000 Penalty: 3714.474609
	Iteration 10Q: 3 clusters Score -1.180086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11800912.000000 Penalty: 3714.474609
	Iteration 11Q: 3 clusters Score -1.180091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91832 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11800931.000000 Penalty: 3714.474609
	Iteration 12Q: 3 clusters Score -1.180093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11800954.000000 Penalty: 3714.474609
	Iteration 13Q: 3 clusters Score -1.180095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11800971.000000 Penalty: 3714.474609
	Iteration 14Q: 3 clusters Score -1.180097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11800981.000000 Penalty: 3714.474609
	Iteration 15Q: 3 clusters Score -1.180098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11800986.000000 Penalty: 3714.474609
	Iteration 16Q: 3 clusters Score -1.180099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11800982.000000 Penalty: 3714.474609
	Iteration 17Q: 3 clusters Score -1.180098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11800982.000000 Penalty: 3714.474609
	Iteration 18F: 3 clusters Score -1.180098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Entering Unmasked Estep 
Score: -1356363.625000 Penalty: 1506.776245
	Iteration 0F: 2 clusters Score -1356364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1348844.375000 Penalty: 3013.552490
	Iteration 0F: 3 clusters Score -1348844 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1351224.125000 Penalty: 3013.552490
	Iteration 1F: 3 clusters Score -1351224 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1351462.375000 Penalty: 3013.552490
	Iteration 2F: 3 clusters Score -1351462 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1351671.750000 Penalty: 3013.552490
	Iteration 3Q: 3 clusters Score -1351672 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1351866.000000 Penalty: 3013.552490
	Iteration 4Q: 3 clusters Score -1351866 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1352077.375000 Penalty: 3013.552490
	Iteration 5Q: 3 clusters Score -1352077 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1352287.125000 Penalty: 3013.552490
	Iteration 6Q: 3 clusters Score -1352287 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1352511.750000 Penalty: 3013.552490
	Iteration 7Q: 3 clusters Score -1352512 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1352780.625000 Penalty: 3013.552490
	Iteration 8Q: 3 clusters Score -1352781 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1353074.375000 Penalty: 3013.552490
	Iteration 9Q: 3 clusters Score -1353074 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1353452.625000 Penalty: 3013.552490
	Iteration 10Q: 3 clusters Score -1353453 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1353846.125000 Penalty: 3013.552490
	Iteration 11Q: 3 clusters Score -1353846 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1354180.375000 Penalty: 3013.552490
	Iteration 12Q: 3 clusters Score -1354180 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1354456.625000 Penalty: 3013.552490
	Iteration 13Q: 3 clusters Score -1354457 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1354664.000000 Penalty: 3013.552490
	Iteration 14Q: 3 clusters Score -1354664 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1354819.250000 Penalty: 3013.552490
	Iteration 15Q: 3 clusters Score -1354819 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1354917.500000 Penalty: 3013.552490
	Iteration 16Q: 3 clusters Score -1354918 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1354987.875000 Penalty: 3013.552490
	Iteration 17Q: 3 clusters Score -1354988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1355025.625000 Penalty: 3013.552490
	Iteration 18Q: 3 clusters Score -1355026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1355063.000000 Penalty: 3013.552490
	Iteration 19Q: 3 clusters Score -1355063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1355079.375000 Penalty: 3013.552490
	Iteration 20F: 3 clusters Score -1355079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1355090.750000 Penalty: 3013.552490
	Iteration 21Q: 3 clusters Score -1355091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1355105.125000 Penalty: 3013.552490
	Iteration 22Q: 3 clusters Score -1355105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1355111.375000 Penalty: 3013.552490
	Iteration 23Q: 3 clusters Score -1355111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1355119.500000 Penalty: 3013.552490
	Iteration 24Q: 3 clusters Score -1355120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1355126.000000 Penalty: 3013.552490
	Iteration 25Q: 3 clusters Score -1355126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1355128.750000 Penalty: 3013.552490
	Iteration 26Q: 3 clusters Score -1355129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1355132.875000 Penalty: 3013.552490
	Iteration 27Q: 3 clusters Score -1355133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1355134.875000 Penalty: 3013.552490
	Iteration 28Q: 3 clusters Score -1355135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1355138.375000 Penalty: 3013.552490
	Iteration 29Q: 3 clusters Score -1355138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1355142.500000 Penalty: 3013.552490
	Iteration 30Q: 3 clusters Score -1355142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1355141.000000 Penalty: 3013.552490
	Iteration 31Q: 3 clusters Score -1355141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1355142.000000 Penalty: 3013.552490
	Iteration 32Q: 3 clusters Score -1355142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1355145.125000 Penalty: 3013.552490
	Iteration 33Q: 3 clusters Score -1355145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1355147.375000 Penalty: 3013.552490
	Iteration 34Q: 3 clusters Score -1355147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1355149.875000 Penalty: 3013.552490
	Iteration 35Q: 3 clusters Score -1355150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1355148.625000 Penalty: 3013.552490
	Iteration 36Q: 3 clusters Score -1355149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1355151.625000 Penalty: 3013.552490
	Iteration 37Q: 3 clusters Score -1355152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1355151.625000 Penalty: 3013.552490
	Iteration 38Q: 3 clusters Score -1355152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1355152.250000 Penalty: 3013.552490
	Iteration 39Q: 3 clusters Score -1355152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1355151.125000 Penalty: 3013.552490
	Iteration 40F: 3 clusters Score -1355151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -39407.351562 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -39407.35 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 217 members 
Entering Unmasked Estep 
Score: -38476.472656 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -38476.47 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38825.742188 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -38825.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38993.742188 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -38993.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39073.539062 Penalty: 1970.730103
	Iteration 3F: 3 clusters Score -39073.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39138.812500 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -39138.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39188.996094 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -39189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39207.417969 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -39207.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39213.652344 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -39213.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39224.453125 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -39224.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39231.500000 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -39231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39231.500000 Penalty: 1970.730103
	Iteration 10F: 3 clusters Score -39231.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Entering Unmasked Estep 
Score: -4520844.500000 Penalty: 1699.686890
	Iteration 0F: 2 clusters Score -4520844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4497412.500000 Penalty: 3399.373779
	Iteration 0F: 3 clusters Score -4497412 nChanged 16156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4506382.000000 Penalty: 3399.373779
	Iteration 1F: 3 clusters Score -4506382 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -4506825.500000 Penalty: 3399.373779
	Iteration 2Q: 3 clusters Score -4506826 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4507217.000000 Penalty: 3399.373779
	Iteration 3Q: 3 clusters Score -4507217 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -4507772.500000 Penalty: 3399.373779
	Iteration 4Q: 3 clusters Score -4507772 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4508632.500000 Penalty: 3399.373779
	Iteration 5Q: 3 clusters Score -4508632 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -4509905.000000 Penalty: 3399.373779
	Iteration 6F: 3 clusters Score -4509905 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4511723.500000 Penalty: 3399.373779
	Iteration 7F: 3 clusters Score -4511724 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -4513820.500000 Penalty: 3399.373779
	Iteration 8F: 3 clusters Score -4513820 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4515681.500000 Penalty: 3399.373779
	Iteration 9F: 3 clusters Score -4515682 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4517044.000000 Penalty: 3399.373779
	Iteration 10Q: 3 clusters Score -4517044 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4517916.000000 Penalty: 3399.373779
	Iteration 11Q: 3 clusters Score -4517916 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4518455.000000 Penalty: 3399.373779
	Iteration 12Q: 3 clusters Score -4518455 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4518769.000000 Penalty: 3399.373779
	Iteration 13Q: 3 clusters Score -4518769 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4518969.500000 Penalty: 3399.373779
	Iteration 14Q: 3 clusters Score -4518970 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4519105.000000 Penalty: 3399.373779
	Iteration 15Q: 3 clusters Score -4519105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4519190.500000 Penalty: 3399.373779
	Iteration 16Q: 3 clusters Score -4519190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4519245.000000 Penalty: 3399.373779
	Iteration 17Q: 3 clusters Score -4519245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4519263.000000 Penalty: 3399.373779
	Iteration 18Q: 3 clusters Score -4519263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4519283.500000 Penalty: 3399.373779
	Iteration 19Q: 3 clusters Score -4519284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4519302.000000 Penalty: 3399.373779
	Iteration 20F: 3 clusters Score -4519302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4519317.500000 Penalty: 3399.373779
	Iteration 21Q: 3 clusters Score -4519318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4519326.500000 Penalty: 3399.373779
	Iteration 22Q: 3 clusters Score -4519326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4519328.500000 Penalty: 3399.373779
	Iteration 23Q: 3 clusters Score -4519328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4519330.500000 Penalty: 3399.373779
	Iteration 24Q: 3 clusters Score -4519330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4519333.000000 Penalty: 3399.373779
	Iteration 25Q: 3 clusters Score -4519333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4519339.000000 Penalty: 3399.373779
	Iteration 26Q: 3 clusters Score -4519339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4519339.000000 Penalty: 3399.373779
	Iteration 27Q: 3 clusters Score -4519339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4519338.000000 Penalty: 3399.373779
	Iteration 28Q: 3 clusters Score -4519338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4519338.000000 Penalty: 3399.373779
	Iteration 29F: 3 clusters Score -4519338 nChanged 0
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: -101415.812500 Penalty: 1099.506104
	Iteration 0F: 2 clusters Score -101415.8 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 449 members 
Entering Unmasked Estep 
Score: -100075.984375 Penalty: 2199.012207
	Iteration 0F: 3 clusters Score -100076 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100320.968750 Penalty: 2199.012207
	Iteration 1F: 3 clusters Score -100321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100404.992188 Penalty: 2199.012207
	Iteration 2F: 3 clusters Score -100405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100458.367188 Penalty: 2199.012207
	Iteration 3F: 3 clusters Score -100458.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100491.476562 Penalty: 2199.012207
	Iteration 4Q: 3 clusters Score -100491.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100546.546875 Penalty: 2199.012207
	Iteration 5Q: 3 clusters Score -100546.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100600.273438 Penalty: 2199.012207
	Iteration 6Q: 3 clusters Score -100600.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -100632.500000 Penalty: 2199.012207
	Iteration 7Q: 3 clusters Score -100632.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100659.351562 Penalty: 2199.012207
	Iteration 8Q: 3 clusters Score -100659.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100685.273438 Penalty: 2199.012207
	Iteration 9Q: 3 clusters Score -100685.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100711.445312 Penalty: 2199.012207
	Iteration 10Q: 3 clusters Score -100711.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -100730.117188 Penalty: 2199.012207
	Iteration 11Q: 3 clusters Score -100730.1 nChanged 17
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: -100744.242188 Penalty: 2199.012207
	Iteration 12Q: 3 clusters Score -100744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100753.320312 Penalty: 2199.012207
	Iteration 13Q: 3 clusters Score -100753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100758.179688 Penalty: 2199.012207
	Iteration 14Q: 3 clusters Score -100758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100762.781250 Penalty: 2199.012207
	Iteration 15Q: 3 clusters Score -100762.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100762.781250 Penalty: 2199.012207
	Iteration 16F: 3 clusters Score -100762.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (61907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Entering Unmasked Estep 
Score: -7946529.500000 Penalty: 1792.925537
	Iteration 0F: 2 clusters Score -7946530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -7905224.500000 Penalty: 3585.851074
	Iteration 0F: 3 clusters Score -7905224 nChanged 29356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -7922160.000000 Penalty: 3585.851074
	Iteration 1F: 3 clusters Score -7922160 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -7923058.000000 Penalty: 3585.851074
	Iteration 2Q: 3 clusters Score -7923058 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7924161.000000 Penalty: 3585.851074
	Iteration 3Q: 3 clusters Score -7924161 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -7925659.500000 Penalty: 3585.851074
	Iteration 4Q: 3 clusters Score -7925660 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -7927640.000000 Penalty: 3585.851074
	Iteration 5F: 3 clusters Score -7927640 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -7929868.000000 Penalty: 3585.851074
	Iteration 6F: 3 clusters Score -7929868 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -7932182.000000 Penalty: 3585.851074
	Iteration 7F: 3 clusters Score -7932182 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -7934296.000000 Penalty: 3585.851074
	Iteration 8F: 3 clusters Score -7934296 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -7935821.000000 Penalty: 3585.851074
	Iteration 9Q: 3 clusters Score -7935821 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -7936812.500000 Penalty: 3585.851074
	Iteration 10Q: 3 clusters Score -7936812 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -7937344.000000 Penalty: 3585.851074
	Iteration 11Q: 3 clusters Score -7937344 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -7937593.500000 Penalty: 3585.851074
	Iteration 12Q: 3 clusters Score -7937594 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -7937691.000000 Penalty: 3585.851074
	Iteration 13Q: 3 clusters Score -7937691 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -7937799.000000 Penalty: 3585.851074
	Iteration 14Q: 3 clusters Score -7937799 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -7937979.000000 Penalty: 3585.851074
	Iteration 15Q: 3 clusters Score -7937979 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -7938125.500000 Penalty: 3585.851074
	Iteration 16Q: 3 clusters Score -7938126 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -7938241.000000 Penalty: 3585.851074
	Iteration 17Q: 3 clusters Score -7938241 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -7938358.500000 Penalty: 3585.851074
	Iteration 18Q: 3 clusters Score -7938358 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -7938515.000000 Penalty: 3585.851074
	Iteration 19Q: 3 clusters Score -7938515 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -7938677.500000 Penalty: 3585.851074
	Iteration 20F: 3 clusters Score -7938678 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -7938847.000000 Penalty: 3585.851074
	Iteration 21Q: 3 clusters Score -7938847 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -7938972.000000 Penalty: 3585.851074
	Iteration 22Q: 3 clusters Score -7938972 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -7939151.500000 Penalty: 3585.851074
	Iteration 23Q: 3 clusters Score -7939152 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -7939283.500000 Penalty: 3585.851074
	Iteration 24Q: 3 clusters Score -7939284 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -7939368.000000 Penalty: 3585.851074
	Iteration 25Q: 3 clusters Score -7939368 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -7939458.000000 Penalty: 3585.851074
	Iteration 26Q: 3 clusters Score -7939458 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -7939523.000000 Penalty: 3585.851074
	Iteration 27Q: 3 clusters Score -7939523 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -7939625.500000 Penalty: 3585.851074
	Iteration 28Q: 3 clusters Score -7939626 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -7939729.500000 Penalty: 3585.851074
	Iteration 29Q: 3 clusters Score -7939730 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -7939805.000000 Penalty: 3585.851074
	Iteration 30Q: 3 clusters Score -7939805 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -7939855.000000 Penalty: 3585.851074
	Iteration 31Q: 3 clusters Score -7939855 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -7939930.500000 Penalty: 3585.851074
	Iteration 32Q: 3 clusters Score -7939930 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -7939984.500000 Penalty: 3585.851074
	Iteration 33Q: 3 clusters Score -7939984 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -7940075.500000 Penalty: 3585.851074
	Iteration 34Q: 3 clusters Score -7940076 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -7940150.500000 Penalty: 3585.851074
	Iteration 35Q: 3 clusters Score -7940150 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -7940203.000000 Penalty: 3585.851074
	Iteration 36Q: 3 clusters Score -7940203 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -7940265.500000 Penalty: 3585.851074
	Iteration 37Q: 3 clusters Score -7940266 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -7940357.500000 Penalty: 3585.851074
	Iteration 38Q: 3 clusters Score -7940358 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -7940438.000000 Penalty: 3585.851074
	Iteration 39Q: 3 clusters Score -7940438 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -7940524.000000 Penalty: 3585.851074
	Iteration 40F: 3 clusters Score -7940524 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7940608.000000 Penalty: 3585.851074
	Iteration 41Q: 3 clusters Score -7940608 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -7940711.000000 Penalty: 3585.851074
	Iteration 42Q: 3 clusters Score -7940711 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -7940819.000000 Penalty: 3585.851074
	Iteration 43Q: 3 clusters Score -7940819 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -7940911.500000 Penalty: 3585.851074
	Iteration 44Q: 3 clusters Score -7940912 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -7940993.500000 Penalty: 3585.851074
	Iteration 45Q: 3 clusters Score -7940994 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -7941120.000000 Penalty: 3585.851074
	Iteration 46Q: 3 clusters Score -7941120 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -7941236.000000 Penalty: 3585.851074
	Iteration 47Q: 3 clusters Score -7941236 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -7941354.500000 Penalty: 3585.851074
	Iteration 48Q: 3 clusters Score -7941354 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -7941445.500000 Penalty: 3585.851074
	Iteration 49Q: 3 clusters Score -7941446 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -7941555.500000 Penalty: 3585.851074
	Iteration 50Q: 3 clusters Score -7941556 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -7941712.500000 Penalty: 3585.851074
	Iteration 51Q: 3 clusters Score -7941712 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -7941874.000000 Penalty: 3585.851074
	Iteration 52Q: 3 clusters Score -7941874 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -7942067.000000 Penalty: 3585.851074
	Iteration 53Q: 3 clusters Score -7942067 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -7942243.500000 Penalty: 3585.851074
	Iteration 54Q: 3 clusters Score -7942244 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -7942425.500000 Penalty: 3585.851074
	Iteration 55Q: 3 clusters Score -7942426 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -7942651.000000 Penalty: 3585.851074
	Iteration 56Q: 3 clusters Score -7942651 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -7942863.500000 Penalty: 3585.851074
	Iteration 57Q: 3 clusters Score -7942864 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -7943067.500000 Penalty: 3585.851074
	Iteration 58Q: 3 clusters Score -7943068 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -7943256.000000 Penalty: 3585.851074
	Iteration 59Q: 3 clusters Score -7943256 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -7943435.000000 Penalty: 3585.851074
	Iteration 60F: 3 clusters Score -7943435 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -7943565.000000 Penalty: 3585.851074
	Iteration 61Q: 3 clusters Score -7943565 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -7943755.000000 Penalty: 3585.851074
	Iteration 62Q: 3 clusters Score -7943755 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -7943959.500000 Penalty: 3585.851074
	Iteration 63Q: 3 clusters Score -7943960 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -7944168.000000 Penalty: 3585.851074
	Iteration 64Q: 3 clusters Score -7944168 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -7944363.500000 Penalty: 3585.851074
	Iteration 65Q: 3 clusters Score -7944364 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -7944517.000000 Penalty: 3585.851074
	Iteration 66Q: 3 clusters Score -7944517 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -7944675.500000 Penalty: 3585.851074
	Iteration 67Q: 3 clusters Score -7944676 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -7944811.500000 Penalty: 3585.851074
	Iteration 68Q: 3 clusters Score -7944812 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -7944924.000000 Penalty: 3585.851074
	Iteration 69Q: 3 clusters Score -7944924 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -7945029.000000 Penalty: 3585.851074
	Iteration 70Q: 3 clusters Score -7945029 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -7945140.500000 Penalty: 3585.851074
	Iteration 71Q: 3 clusters Score -7945140 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -7945177.000000 Penalty: 3585.851074
	Iteration 72Q: 3 clusters Score -7945177 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -7945266.000000 Penalty: 3585.851074
	Iteration 73Q: 3 clusters Score -7945266 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -7945305.000000 Penalty: 3585.851074
	Iteration 74Q: 3 clusters Score -7945305 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -7945331.500000 Penalty: 3585.851074
	Iteration 75Q: 3 clusters Score -7945332 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -7945387.000000 Penalty: 3585.851074
	Iteration 76Q: 3 clusters Score -7945387 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -7945414.000000 Penalty: 3585.851074
	Iteration 77Q: 3 clusters Score -7945414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -7945426.000000 Penalty: 3585.851074
	Iteration 78Q: 3 clusters Score -7945426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -7945451.500000 Penalty: 3585.851074
	Iteration 79Q: 3 clusters Score -7945452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -7945445.500000 Penalty: 3585.851074
	Iteration 80F: 3 clusters Score -7945446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -7945455.000000 Penalty: 3585.851074
	Iteration 81Q: 3 clusters Score -7945455 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -7945471.000000 Penalty: 3585.851074
	Iteration 82Q: 3 clusters Score -7945471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -7945488.000000 Penalty: 3585.851074
	Iteration 83Q: 3 clusters Score -7945488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -7945509.500000 Penalty: 3585.851074
	Iteration 84Q: 3 clusters Score -7945510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -7945520.000000 Penalty: 3585.851074
	Iteration 85Q: 3 clusters Score -7945520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -7945536.500000 Penalty: 3585.851074
	Iteration 86Q: 3 clusters Score -7945536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -7945539.500000 Penalty: 3585.851074
	Iteration 87Q: 3 clusters Score -7945540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -7945551.500000 Penalty: 3585.851074
	Iteration 88Q: 3 clusters Score -7945552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -7945549.500000 Penalty: 3585.851074
	Iteration 89Q: 3 clusters Score -7945550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -7945556.000000 Penalty: 3585.851074
	Iteration 90Q: 3 clusters Score -7945556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -7945557.000000 Penalty: 3585.851074
	Iteration 91Q: 3 clusters Score -7945557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -7945554.500000 Penalty: 3585.851074
	Iteration 92Q: 3 clusters Score -7945554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -7945546.000000 Penalty: 3585.851074
	Iteration 93Q: 3 clusters Score -7945546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -7945548.500000 Penalty: 3585.851074
	Iteration 94Q: 3 clusters Score -7945548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -7945548.500000 Penalty: 3585.851074
	Iteration 95Q: 3 clusters Score -7945548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -7945546.500000 Penalty: 3585.851074
	Iteration 96Q: 3 clusters Score -7945546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -7945541.000000 Penalty: 3585.851074
	Iteration 97Q: 3 clusters Score -7945541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -7945540.500000 Penalty: 3585.851074
	Iteration 98Q: 3 clusters Score -7945540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -7945538.000000 Penalty: 3585.851074
	Iteration 99Q: 3 clusters Score -7945538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -7945540.000000 Penalty: 3585.851074
	Iteration 100F: 3 clusters Score -7945540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -7945541.500000 Penalty: 3585.851074
	Iteration 101Q: 3 clusters Score -7945542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -7945541.500000 Penalty: 3585.851074
	Iteration 102Q: 3 clusters Score -7945542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -7945547.500000 Penalty: 3585.851074
	Iteration 103Q: 3 clusters Score -7945548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -7945545.500000 Penalty: 3585.851074
	Iteration 104Q: 3 clusters Score -7945546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -7945544.500000 Penalty: 3585.851074
	Iteration 105Q: 3 clusters Score -7945544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -7945540.000000 Penalty: 3585.851074
	Iteration 106Q: 3 clusters Score -7945540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -7945546.000000 Penalty: 3585.851074
	Iteration 107Q: 3 clusters Score -7945546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -7945550.500000 Penalty: 3585.851074
	Iteration 108Q: 3 clusters Score -7945550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -7945554.500000 Penalty: 3585.851074
	Iteration 109Q: 3 clusters Score -7945554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -7945553.500000 Penalty: 3585.851074
	Iteration 110Q: 3 clusters Score -7945554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -7945559.000000 Penalty: 3585.851074
	Iteration 111Q: 3 clusters Score -7945559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -7945558.500000 Penalty: 3585.851074
	Iteration 112Q: 3 clusters Score -7945558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -7945565.000000 Penalty: 3585.851074
	Iteration 113Q: 3 clusters Score -7945565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -7945559.000000 Penalty: 3585.851074
	Iteration 114Q: 3 clusters Score -7945559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -7945558.500000 Penalty: 3585.851074
	Iteration 115Q: 3 clusters Score -7945558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -7945558.500000 Penalty: 3585.851074
	Iteration 116F: 3 clusters Score -7945558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42684.496094 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -42684.5 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 196 members 
Entering Unmasked Estep 
Score: -41873.820312 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -41873.82 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42161.492188 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -42161.49 nChanged 26
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: -42248.238281 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -42248.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42287.957031 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -42287.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42307.218750 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -42307.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42312.390625 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -42312.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42317.191406 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -42317.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42317.191406 Penalty: 1952.864380
	Iteration 7F: 3 clusters Score -42317.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -14112.992188 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -14112.99 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 119 members 
Entering Unmasked Estep 
Score: -13467.402344 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -13467.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13768.751953 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -13768.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13827.836914 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -13827.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13840.954102 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -13840.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13847.583984 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -13847.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13849.677734 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -13849.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13849.677734 Penalty: 1770.189575
	Iteration 6F: 3 clusters Score -13849.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -134262.500000 Penalty: 1138.735107
	Iteration 0F: 2 clusters Score -134262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -132791.921875 Penalty: 2277.470215
	Iteration 0F: 3 clusters Score -132791.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133075.875000 Penalty: 2277.470215
	Iteration 1F: 3 clusters Score -133075.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133186.843750 Penalty: 2277.470215
	Iteration 2F: 3 clusters Score -133186.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133253.921875 Penalty: 2277.470215
	Iteration 3F: 3 clusters Score -133253.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133292.953125 Penalty: 2277.470215
	Iteration 4Q: 3 clusters Score -133293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133321.609375 Penalty: 2277.470215
	Iteration 5Q: 3 clusters Score -133321.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133347.828125 Penalty: 2277.470215
	Iteration 6Q: 3 clusters Score -133347.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133358.953125 Penalty: 2277.470215
	Iteration 7Q: 3 clusters Score -133359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133367.046875 Penalty: 2277.470215
	Iteration 8Q: 3 clusters Score -133367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133372.187500 Penalty: 2277.470215
	Iteration 9Q: 3 clusters Score -133372.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133378.437500 Penalty: 2277.470215
	Iteration 10Q: 3 clusters Score -133378.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133385.375000 Penalty: 2277.470215
	Iteration 11Q: 3 clusters Score -133385.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133391.062500 Penalty: 2277.470215
	Iteration 12Q: 3 clusters Score -133391.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133397.734375 Penalty: 2277.470215
	Iteration 13Q: 3 clusters Score -133397.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -133406.203125 Penalty: 2277.470215
	Iteration 14Q: 3 clusters Score -133406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -133413.718750 Penalty: 2277.470215
	Iteration 15Q: 3 clusters Score -133413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133418.437500 Penalty: 2277.470215
	Iteration 16Q: 3 clusters Score -133418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133422.937500 Penalty: 2277.470215
	Iteration 17Q: 3 clusters Score -133422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133427.937500 Penalty: 2277.470215
	Iteration 18Q: 3 clusters Score -133427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133431.640625 Penalty: 2277.470215
	Iteration 19Q: 3 clusters Score -133431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133433.093750 Penalty: 2277.470215
	Iteration 20F: 3 clusters Score -133433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133433.984375 Penalty: 2277.470215
	Iteration 21Q: 3 clusters Score -133434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -133434.718750 Penalty: 2277.470215
	Iteration 22Q: 3 clusters Score -133434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -133435.953125 Penalty: 2277.470215
	Iteration 23Q: 3 clusters Score -133436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -133437.671875 Penalty: 2277.470215
	Iteration 24Q: 3 clusters Score -133437.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -133437.671875 Penalty: 2277.470215
	Iteration 25F: 3 clusters Score -133437.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -21072.921875 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -21072.92 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 101 members 
Entering Unmasked Estep 
Score: -20356.619141 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -20356.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20663.716797 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -20663.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20875.839844 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -20875.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20916.195312 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -20916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20922.476562 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -20922.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20925.003906 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -20925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20925.003906 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -20925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -840675.750000 Penalty: 1437.789429
	Iteration 0F: 2 clusters Score -840675.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -835460.812500 Penalty: 2875.578857
	Iteration 0F: 3 clusters Score -835460.8 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -836971.812500 Penalty: 2875.578857
	Iteration 1F: 3 clusters Score -836971.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -837229.000000 Penalty: 2875.578857
	Iteration 2F: 3 clusters Score -837229 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -837396.562500 Penalty: 2875.578857
	Iteration 3F: 3 clusters Score -837396.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -837519.187500 Penalty: 2875.578857
	Iteration 4Q: 3 clusters Score -837519.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -837642.937500 Penalty: 2875.578857
	Iteration 5Q: 3 clusters Score -837642.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -837755.000000 Penalty: 2875.578857
	Iteration 6Q: 3 clusters Score -837755 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -837882.687500 Penalty: 2875.578857
	Iteration 7Q: 3 clusters Score -837882.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -838025.250000 Penalty: 2875.578857
	Iteration 8Q: 3 clusters Score -838025.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -838181.500000 Penalty: 2875.578857
	Iteration 9Q: 3 clusters Score -838181.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -838377.812500 Penalty: 2875.578857
	Iteration 10Q: 3 clusters Score -838377.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -838616.375000 Penalty: 2875.578857
	Iteration 11Q: 3 clusters Score -838616.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -838841.875000 Penalty: 2875.578857
	Iteration 12Q: 3 clusters Score -838841.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -839028.875000 Penalty: 2875.578857
	Iteration 13Q: 3 clusters Score -839028.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -839143.812500 Penalty: 2875.578857
	Iteration 14Q: 3 clusters Score -839143.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -839232.562500 Penalty: 2875.578857
	Iteration 15Q: 3 clusters Score -839232.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -839295.187500 Penalty: 2875.578857
	Iteration 16Q: 3 clusters Score -839295.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -839333.812500 Penalty: 2875.578857
	Iteration 17Q: 3 clusters Score -839333.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -839361.125000 Penalty: 2875.578857
	Iteration 18Q: 3 clusters Score -839361.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -839372.250000 Penalty: 2875.578857
	Iteration 19Q: 3 clusters Score -839372.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -839379.062500 Penalty: 2875.578857
	Iteration 20F: 3 clusters Score -839379.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -839384.875000 Penalty: 2875.578857
	Iteration 21Q: 3 clusters Score -839384.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -839390.062500 Penalty: 2875.578857
	Iteration 22Q: 3 clusters Score -839390.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -839395.750000 Penalty: 2875.578857
	Iteration 23Q: 3 clusters Score -839395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -839396.562500 Penalty: 2875.578857
	Iteration 24Q: 3 clusters Score -839396.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -839397.625000 Penalty: 2875.578857
	Iteration 25Q: 3 clusters Score -839397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -839399.500000 Penalty: 2875.578857
	Iteration 26Q: 3 clusters Score -839399.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -839398.687500 Penalty: 2875.578857
	Iteration 27Q: 3 clusters Score -839398.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -839401.250000 Penalty: 2875.578857
	Iteration 28Q: 3 clusters Score -839401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -839400.687500 Penalty: 2875.578857
	Iteration 29Q: 3 clusters Score -839400.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -839400.125000 Penalty: 2875.578857
	Iteration 30Q: 3 clusters Score -839400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -839402.875000 Penalty: 2875.578857
	Iteration 31Q: 3 clusters Score -839402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -839404.250000 Penalty: 2875.578857
	Iteration 32Q: 3 clusters Score -839404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -839407.750000 Penalty: 2875.578857
	Iteration 33Q: 3 clusters Score -839407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -839408.500000 Penalty: 2875.578857
	Iteration 34Q: 3 clusters Score -839408.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -839410.687500 Penalty: 2875.578857
	Iteration 35Q: 3 clusters Score -839410.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -839412.000000 Penalty: 2875.578857
	Iteration 36Q: 3 clusters Score -839412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -839415.000000 Penalty: 2875.578857
	Iteration 37Q: 3 clusters Score -839415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -839418.375000 Penalty: 2875.578857
	Iteration 38Q: 3 clusters Score -839418.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -839422.000000 Penalty: 2875.578857
	Iteration 39Q: 3 clusters Score -839422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -839424.687500 Penalty: 2875.578857
	Iteration 40F: 3 clusters Score -839424.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -839427.437500 Penalty: 2875.578857
	Iteration 41Q: 3 clusters Score -839427.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -839427.875000 Penalty: 2875.578857
	Iteration 42Q: 3 clusters Score -839427.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -839425.500000 Penalty: 2875.578857
	Iteration 43Q: 3 clusters Score -839425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -839427.750000 Penalty: 2875.578857
	Iteration 44Q: 3 clusters Score -839427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -839429.812500 Penalty: 2875.578857
	Iteration 45Q: 3 clusters Score -839429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -839431.625000 Penalty: 2875.578857
	Iteration 46Q: 3 clusters Score -839431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -839429.500000 Penalty: 2875.578857
	Iteration 47Q: 3 clusters Score -839429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -839431.187500 Penalty: 2875.578857
	Iteration 48Q: 3 clusters Score -839431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -839433.125000 Penalty: 2875.578857
	Iteration 49Q: 3 clusters Score -839433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -839431.812500 Penalty: 2875.578857
	Iteration 50Q: 3 clusters Score -839431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -839431.937500 Penalty: 2875.578857
	Iteration 51Q: 3 clusters Score -839431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -839431.687500 Penalty: 2875.578857
	Iteration 52Q: 3 clusters Score -839431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -839432.437500 Penalty: 2875.578857
	Iteration 53Q: 3 clusters Score -839432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -839433.125000 Penalty: 2875.578857
	Iteration 54Q: 3 clusters Score -839433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -839433.625000 Penalty: 2875.578857
	Iteration 55Q: 3 clusters Score -839433.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -839433.625000 Penalty: 2875.578857
	Iteration 56F: 3 clusters Score -839433.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Entering Unmasked Estep 
Score: -9928085.000000 Penalty: 1828.412354
	Iteration 0F: 2 clusters Score -9928085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -9877595.000000 Penalty: 3656.824707
	Iteration 0F: 3 clusters Score -9877595 nChanged 36667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -9898278.000000 Penalty: 3656.824707
	Iteration 1F: 3 clusters Score -9898278 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -9898681.000000 Penalty: 3656.824707
	Iteration 2Q: 3 clusters Score -9898681 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -9899144.000000 Penalty: 3656.824707
	Iteration 3Q: 3 clusters Score -9899144 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -9899604.000000 Penalty: 3656.824707
	Iteration 4Q: 3 clusters Score -9899604 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -9900465.000000 Penalty: 3656.824707
	Iteration 5Q: 3 clusters Score -9900465 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -9902143.000000 Penalty: 3656.824707
	Iteration 6Q: 3 clusters Score -9902143 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -9905206.000000 Penalty: 3656.824707
	Iteration 7F: 3 clusters Score -9905206 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -9910596.000000 Penalty: 3656.824707
	Iteration 8F: 3 clusters Score -9910596 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -9917478.000000 Penalty: 3656.824707
	Iteration 9F: 3 clusters Score -9917478 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -9922902.000000 Penalty: 3656.824707
	Iteration 10F: 3 clusters Score -9922902 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -9925268.000000 Penalty: 3656.824707
	Iteration 11Q: 3 clusters Score -9925268 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -9926002.000000 Penalty: 3656.824707
	Iteration 12Q: 3 clusters Score -9926002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -9926208.000000 Penalty: 3656.824707
	Iteration 13Q: 3 clusters Score -9926208 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -9926326.000000 Penalty: 3656.824707
	Iteration 14Q: 3 clusters Score -9926326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -9926364.000000 Penalty: 3656.824707
	Iteration 15Q: 3 clusters Score -9926364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -9926400.000000 Penalty: 3656.824707
	Iteration 16Q: 3 clusters Score -9926400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -9926413.000000 Penalty: 3656.824707
	Iteration 17Q: 3 clusters Score -9926413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76833 members 
Entering Unmasked Estep 
Score: -9926426.000000 Penalty: 3656.824707
	Iteration 18Q: 3 clusters Score -9926426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76832 members 
Entering Unmasked Estep 
Score: -9926431.000000 Penalty: 3656.824707
	Iteration 19Q: 3 clusters Score -9926431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -9926432.000000 Penalty: 3656.824707
	Iteration 20F: 3 clusters Score -9926432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Entering Unmasked Estep 
Score: -9560427.000000 Penalty: 1822.173096
	Iteration 0F: 2 clusters Score -9560427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -9511883.000000 Penalty: 3644.346191
	Iteration 0F: 3 clusters Score -9511883 nChanged 35097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -9532125.000000 Penalty: 3644.346191
	Iteration 1F: 3 clusters Score -9532125 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -9533013.000000 Penalty: 3644.346191
	Iteration 2Q: 3 clusters Score -9533013 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -9534376.000000 Penalty: 3644.346191
	Iteration 3Q: 3 clusters Score -9534376 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -9536587.000000 Penalty: 3644.346191
	Iteration 4F: 3 clusters Score -9536587 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -9539833.000000 Penalty: 3644.346191
	Iteration 5F: 3 clusters Score -9539833 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -9543978.000000 Penalty: 3644.346191
	Iteration 6F: 3 clusters Score -9543978 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -9548076.000000 Penalty: 3644.346191
	Iteration 7F: 3 clusters Score -9548076 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -9551316.000000 Penalty: 3644.346191
	Iteration 8F: 3 clusters Score -9551316 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -9553191.000000 Penalty: 3644.346191
	Iteration 9Q: 3 clusters Score -9553191 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -9554305.000000 Penalty: 3644.346191
	Iteration 10Q: 3 clusters Score -9554305 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -9555069.000000 Penalty: 3644.346191
	Iteration 11Q: 3 clusters Score -9555069 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -9555741.000000 Penalty: 3644.346191
	Iteration 12Q: 3 clusters Score -9555741 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -9556348.000000 Penalty: 3644.346191
	Iteration 13Q: 3 clusters Score -9556348 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -9557003.000000 Penalty: 3644.346191
	Iteration 14Q: 3 clusters Score -9557003 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -9557473.000000 Penalty: 3644.346191
	Iteration 15Q: 3 clusters Score -9557473 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -9557963.000000 Penalty: 3644.346191
	Iteration 16Q: 3 clusters Score -9557963 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -9558227.000000 Penalty: 3644.346191
	Iteration 17Q: 3 clusters Score -9558227 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -9558472.000000 Penalty: 3644.346191
	Iteration 18Q: 3 clusters Score -9558472 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9558653.000000 Penalty: 3644.346191
	Iteration 19Q: 3 clusters Score -9558653 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9558765.000000 Penalty: 3644.346191
	Iteration 20F: 3 clusters Score -9558765 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9558825.000000 Penalty: 3644.346191
	Iteration 21Q: 3 clusters Score -9558825 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9558873.000000 Penalty: 3644.346191
	Iteration 22Q: 3 clusters Score -9558873 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9558910.000000 Penalty: 3644.346191
	Iteration 23Q: 3 clusters Score -9558910 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9558915.000000 Penalty: 3644.346191
	Iteration 24Q: 3 clusters Score -9558915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9558932.000000 Penalty: 3644.346191
	Iteration 25Q: 3 clusters Score -9558932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9558944.000000 Penalty: 3644.346191
	Iteration 26Q: 3 clusters Score -9558944 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9558946.000000 Penalty: 3644.346191
	Iteration 27Q: 3 clusters Score -9558946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9558974.000000 Penalty: 3644.346191
	Iteration 28Q: 3 clusters Score -9558974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9558983.000000 Penalty: 3644.346191
	Iteration 29Q: 3 clusters Score -9558983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9559002.000000 Penalty: 3644.346191
	Iteration 30Q: 3 clusters Score -9559002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9559000.000000 Penalty: 3644.346191
	Iteration 31Q: 3 clusters Score -9559000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9559006.000000 Penalty: 3644.346191
	Iteration 32Q: 3 clusters Score -9559006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9559010.000000 Penalty: 3644.346191
	Iteration 33Q: 3 clusters Score -9559010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9559019.000000 Penalty: 3644.346191
	Iteration 34Q: 3 clusters Score -9559019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9559025.000000 Penalty: 3644.346191
	Iteration 35Q: 3 clusters Score -9559025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9559020.000000 Penalty: 3644.346191
	Iteration 36Q: 3 clusters Score -9559020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9559020.000000 Penalty: 3644.346191
	Iteration 37F: 3 clusters Score -9559020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -11202.122070 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -11202.12 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 123 members 
Entering Unmasked Estep 
Score: -10779.093750 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -10779.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11148.172852 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -11148.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11295.484375 Penalty: 1787.908936
	Iteration 2Q: 3 clusters Score -11295.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11396.567383 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -11396.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11453.702148 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -11453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11455.286133 Penalty: 1787.908936
	Iteration 5F: 3 clusters Score -11455.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11529.344727 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -11529.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11577.524414 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -11577.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11596.223633 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -11596.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11601.903320 Penalty: 1787.908936
	Iteration 9Q: 3 clusters Score -11601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11601.903320 Penalty: 1787.908936
	Iteration 10F: 3 clusters Score -11601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 91964 members 
Mstep: Class 4 contains 10641 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34878 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 61907 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 77016 members 
Mstep: Class 15 contains 74115 members 
Mstep: Class 16 contains 106 members 
Mstep: Class 17 contains 139 members 
Mstep: Class 18 contains 49115 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 48657 members 
Entering Unmasked Estep 
Score: -69532784.000000 Penalty: 42966.859375
Splitting cluster 16 changes total score from -69533584.000000 to -69532784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (49115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Entering Unmasked Estep 
Score: -6318909.000000 Penalty: 1755.312012
	Iteration 0F: 2 clusters Score -6318909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -6285922.000000 Penalty: 3510.624023
	Iteration 0F: 3 clusters Score -6285922 nChanged 23168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -6298964.500000 Penalty: 3510.624023
	Iteration 1F: 3 clusters Score -6298964 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -6299691.500000 Penalty: 3510.624023
	Iteration 2Q: 3 clusters Score -6299692 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -6300814.000000 Penalty: 3510.624023
	Iteration 3F: 3 clusters Score -6300814 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -6302499.000000 Penalty: 3510.624023
	Iteration 4F: 3 clusters Score -6302499 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -6304827.000000 Penalty: 3510.624023
	Iteration 5F: 3 clusters Score -6304827 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -6307850.000000 Penalty: 3510.624023
	Iteration 6F: 3 clusters Score -6307850 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -6310943.500000 Penalty: 3510.624023
	Iteration 7F: 3 clusters Score -6310944 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -6313419.000000 Penalty: 3510.624023
	Iteration 8F: 3 clusters Score -6313419 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -6315061.500000 Penalty: 3510.624023
	Iteration 9Q: 3 clusters Score -6315062 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -6316061.500000 Penalty: 3510.624023
	Iteration 10Q: 3 clusters Score -6316062 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -6316575.500000 Penalty: 3510.624023
	Iteration 11Q: 3 clusters Score -6316576 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -6316959.500000 Penalty: 3510.624023
	Iteration 12Q: 3 clusters Score -6316960 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -6317190.000000 Penalty: 3510.624023
	Iteration 13Q: 3 clusters Score -6317190 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -6317321.500000 Penalty: 3510.624023
	Iteration 14Q: 3 clusters Score -6317322 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -6317402.500000 Penalty: 3510.624023
	Iteration 15Q: 3 clusters Score -6317402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -6317443.000000 Penalty: 3510.624023
	Iteration 16Q: 3 clusters Score -6317443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -6317477.000000 Penalty: 3510.624023
	Iteration 17Q: 3 clusters Score -6317477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -6317494.500000 Penalty: 3510.624023
	Iteration 18Q: 3 clusters Score -6317494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -6317503.000000 Penalty: 3510.624023
	Iteration 19Q: 3 clusters Score -6317503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -6317511.000000 Penalty: 3510.624023
	Iteration 20F: 3 clusters Score -6317511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -6317528.000000 Penalty: 3510.624023
	Iteration 21Q: 3 clusters Score -6317528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -6317524.000000 Penalty: 3510.624023
	Iteration 22Q: 3 clusters Score -6317524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -6317543.500000 Penalty: 3510.624023
	Iteration 23Q: 3 clusters Score -6317544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -6317552.500000 Penalty: 3510.624023
	Iteration 24Q: 3 clusters Score -6317552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6317560.000000 Penalty: 3510.624023
	Iteration 25Q: 3 clusters Score -6317560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -6317563.000000 Penalty: 3510.624023
	Iteration 26Q: 3 clusters Score -6317563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -6317577.000000 Penalty: 3510.624023
	Iteration 27Q: 3 clusters Score -6317577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -6317583.000000 Penalty: 3510.624023
	Iteration 28Q: 3 clusters Score -6317583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -6317586.500000 Penalty: 3510.624023
	Iteration 29Q: 3 clusters Score -6317586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -6317594.500000 Penalty: 3510.624023
	Iteration 30Q: 3 clusters Score -6317594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -6317593.500000 Penalty: 3510.624023
	Iteration 31Q: 3 clusters Score -6317594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -6317604.500000 Penalty: 3510.624023
	Iteration 32Q: 3 clusters Score -6317604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -6317600.000000 Penalty: 3510.624023
	Iteration 33Q: 3 clusters Score -6317600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -6317601.500000 Penalty: 3510.624023
	Iteration 34Q: 3 clusters Score -6317602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -6317601.500000 Penalty: 3510.624023
	Iteration 35F: 3 clusters Score -6317602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -304954.718750 Penalty: 1266.256714
	Iteration 0F: 2 clusters Score -304954.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -302571.937500 Penalty: 2532.513428
	Iteration 0F: 3 clusters Score -302571.9 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -303068.687500 Penalty: 2532.513428
	Iteration 1F: 3 clusters Score -303068.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -303175.687500 Penalty: 2532.513428
	Iteration 2F: 3 clusters Score -303175.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -303243.281250 Penalty: 2532.513428
	Iteration 3Q: 3 clusters Score -303243.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -303280.375000 Penalty: 2532.513428
	Iteration 4Q: 3 clusters Score -303280.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -303308.968750 Penalty: 2532.513428
	Iteration 5Q: 3 clusters Score -303309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -303331.968750 Penalty: 2532.513428
	Iteration 6Q: 3 clusters Score -303332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303349.906250 Penalty: 2532.513428
	Iteration 7Q: 3 clusters Score -303349.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -303367.968750 Penalty: 2532.513428
	Iteration 8Q: 3 clusters Score -303368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -303380.687500 Penalty: 2532.513428
	Iteration 9Q: 3 clusters Score -303380.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -303386.906250 Penalty: 2532.513428
	Iteration 10Q: 3 clusters Score -303386.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -303391.906250 Penalty: 2532.513428
	Iteration 11Q: 3 clusters Score -303391.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -303394.218750 Penalty: 2532.513428
	Iteration 12Q: 3 clusters Score -303394.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -303395.531250 Penalty: 2532.513428
	Iteration 13Q: 3 clusters Score -303395.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -303397.875000 Penalty: 2532.513428
	Iteration 14Q: 3 clusters Score -303397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -303398.406250 Penalty: 2532.513428
	Iteration 15Q: 3 clusters Score -303398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -303400.062500 Penalty: 2532.513428
	Iteration 16Q: 3 clusters Score -303400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -303400.781250 Penalty: 2532.513428
	Iteration 17Q: 3 clusters Score -303400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -303403.656250 Penalty: 2532.513428
	Iteration 18Q: 3 clusters Score -303403.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -303409.187500 Penalty: 2532.513428
	Iteration 19Q: 3 clusters Score -303409.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -303412.531250 Penalty: 2532.513428
	Iteration 20F: 3 clusters Score -303412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -303413.812500 Penalty: 2532.513428
	Iteration 21Q: 3 clusters Score -303413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -303415.562500 Penalty: 2532.513428
	Iteration 22Q: 3 clusters Score -303415.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -303418.250000 Penalty: 2532.513428
	Iteration 23Q: 3 clusters Score -303418.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -303420.000000 Penalty: 2532.513428
	Iteration 24Q: 3 clusters Score -303420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -303423.500000 Penalty: 2532.513428
	Iteration 25Q: 3 clusters Score -303423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -303426.250000 Penalty: 2532.513428
	Iteration 26Q: 3 clusters Score -303426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -303429.531250 Penalty: 2532.513428
	Iteration 27Q: 3 clusters Score -303429.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -303431.812500 Penalty: 2532.513428
	Iteration 28Q: 3 clusters Score -303431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -303433.531250 Penalty: 2532.513428
	Iteration 29Q: 3 clusters Score -303433.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -303434.781250 Penalty: 2532.513428
	Iteration 30Q: 3 clusters Score -303434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -303435.437500 Penalty: 2532.513428
	Iteration 31Q: 3 clusters Score -303435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303436.656250 Penalty: 2532.513428
	Iteration 32Q: 3 clusters Score -303436.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -303438.375000 Penalty: 2532.513428
	Iteration 33Q: 3 clusters Score -303438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -303440.062500 Penalty: 2532.513428
	Iteration 34Q: 3 clusters Score -303440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -303441.812500 Penalty: 2532.513428
	Iteration 35Q: 3 clusters Score -303441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303443.562500 Penalty: 2532.513428
	Iteration 36Q: 3 clusters Score -303443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303443.937500 Penalty: 2532.513428
	Iteration 37Q: 3 clusters Score -303443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303443.937500 Penalty: 2532.513428
	Iteration 38F: 3 clusters Score -303443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Entering Unmasked Estep 
Score: -6255698.500000 Penalty: 1753.789551
	Iteration 0F: 2 clusters Score -6255698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -6223147.500000 Penalty: 3507.579102
	Iteration 0F: 3 clusters Score -6223148 nChanged 22752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -6236373.000000 Penalty: 3507.579102
	Iteration 1F: 3 clusters Score -6236373 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -6237260.000000 Penalty: 3507.579102
	Iteration 2Q: 3 clusters Score -6237260 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -6238785.500000 Penalty: 3507.579102
	Iteration 3F: 3 clusters Score -6238786 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -6241155.000000 Penalty: 3507.579102
	Iteration 4F: 3 clusters Score -6241155 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -6244591.000000 Penalty: 3507.579102
	Iteration 5F: 3 clusters Score -6244591 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -6248258.000000 Penalty: 3507.579102
	Iteration 6F: 3 clusters Score -6248258 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -6250989.000000 Penalty: 3507.579102
	Iteration 7F: 3 clusters Score -6250989 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -6252577.500000 Penalty: 3507.579102
	Iteration 8Q: 3 clusters Score -6252578 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -6253428.000000 Penalty: 3507.579102
	Iteration 9Q: 3 clusters Score -6253428 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -6253866.500000 Penalty: 3507.579102
	Iteration 10Q: 3 clusters Score -6253866 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -6254076.500000 Penalty: 3507.579102
	Iteration 11Q: 3 clusters Score -6254076 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -6254179.500000 Penalty: 3507.579102
	Iteration 12Q: 3 clusters Score -6254180 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -6254246.500000 Penalty: 3507.579102
	Iteration 13Q: 3 clusters Score -6254246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -6254294.500000 Penalty: 3507.579102
	Iteration 14Q: 3 clusters Score -6254294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -6254334.000000 Penalty: 3507.579102
	Iteration 15Q: 3 clusters Score -6254334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -6254351.500000 Penalty: 3507.579102
	Iteration 16Q: 3 clusters Score -6254352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -6254369.500000 Penalty: 3507.579102
	Iteration 17Q: 3 clusters Score -6254370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -6254386.500000 Penalty: 3507.579102
	Iteration 18Q: 3 clusters Score -6254386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -6254384.000000 Penalty: 3507.579102
	Iteration 19Q: 3 clusters Score -6254384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -6254393.500000 Penalty: 3507.579102
	Iteration 20F: 3 clusters Score -6254394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -6254392.500000 Penalty: 3507.579102
	Iteration 21Q: 3 clusters Score -6254392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -6254394.500000 Penalty: 3507.579102
	Iteration 22Q: 3 clusters Score -6254394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -6254396.000000 Penalty: 3507.579102
	Iteration 23Q: 3 clusters Score -6254396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -6254400.500000 Penalty: 3507.579102
	Iteration 24Q: 3 clusters Score -6254400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -6254400.500000 Penalty: 3507.579102
	Iteration 25Q: 3 clusters Score -6254400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -6254397.500000 Penalty: 3507.579102
	Iteration 26Q: 3 clusters Score -6254398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -6254401.500000 Penalty: 3507.579102
	Iteration 27Q: 3 clusters Score -6254402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -6254401.500000 Penalty: 3507.579102
	Iteration 28Q: 3 clusters Score -6254402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -6254403.500000 Penalty: 3507.579102
	Iteration 29Q: 3 clusters Score -6254404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -6254402.500000 Penalty: 3507.579102
	Iteration 30Q: 3 clusters Score -6254402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -6254406.500000 Penalty: 3507.579102
	Iteration 31Q: 3 clusters Score -6254406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -6254407.500000 Penalty: 3507.579102
	Iteration 32Q: 3 clusters Score -6254408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -6254405.500000 Penalty: 3507.579102
	Iteration 33Q: 3 clusters Score -6254406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -6254402.500000 Penalty: 3507.579102
	Iteration 34Q: 3 clusters Score -6254402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -6254401.000000 Penalty: 3507.579102
	Iteration 35Q: 3 clusters Score -6254401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -6254405.500000 Penalty: 3507.579102
	Iteration 36Q: 3 clusters Score -6254406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -6254408.000000 Penalty: 3507.579102
	Iteration 37Q: 3 clusters Score -6254408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -6254409.500000 Penalty: 3507.579102
	Iteration 38Q: 3 clusters Score -6254410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -6254417.500000 Penalty: 3507.579102
	Iteration 39Q: 3 clusters Score -6254418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -6254417.500000 Penalty: 3507.579102
	Iteration 40F: 3 clusters Score -6254418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 91964 members 
Mstep: Class 4 contains 10641 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34878 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 61907 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 77016 members 
Mstep: Class 15 contains 74115 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49115 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 48657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533624.000000 Penalty: 40818.515625
Iteration 239Q: 20 clusters Score -6.953362e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 91969 members 
Mstep: Class 4 contains 10644 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34816 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 61981 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 77036 members 
Mstep: Class 15 contains 74123 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49115 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 48570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533688.000000 Penalty: 40818.515625
Iteration 240F: 20 clusters Score -6.953369e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79637 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 91980 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34763 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62058 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 77057 members 
Mstep: Class 15 contains 74123 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49118 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 48480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533808.000000 Penalty: 40818.515625
Iteration 241Q: 20 clusters Score -6.953381e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 91994 members 
Mstep: Class 4 contains 10653 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34723 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62128 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77066 members 
Mstep: Class 15 contains 74124 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 48391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533856.000000 Penalty: 40818.515625
Iteration 242Q: 20 clusters Score -6.953386e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79685 members 
Mstep: Class 2 contains 10748 members 
Mstep: Class 3 contains 91997 members 
Mstep: Class 4 contains 10651 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34688 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62208 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 77078 members 
Mstep: Class 15 contains 74134 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49124 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 48303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533832.000000 Penalty: 40818.515625
Iteration 243Q: 20 clusters Score -6.953383e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79708 members 
Mstep: Class 2 contains 10746 members 
Mstep: Class 3 contains 92023 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34651 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 77085 members 
Mstep: Class 15 contains 74146 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49125 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 48205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533824.000000 Penalty: 40818.515625
Iteration 244Q: 20 clusters Score -6.953382e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 92029 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34622 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62364 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 77090 members 
Mstep: Class 15 contains 74143 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49130 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 48125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533704.000000 Penalty: 40818.515625
Iteration 245Q: 20 clusters Score -6.95337e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 92031 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34600 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 77092 members 
Mstep: Class 15 contains 74137 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49136 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 48057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533632.000000 Penalty: 40818.515625
Iteration 246Q: 20 clusters Score -6.953363e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 10739 members 
Mstep: Class 3 contains 92037 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34578 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62514 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 77098 members 
Mstep: Class 15 contains 74135 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49137 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533584.000000 Penalty: 40818.515625
Iteration 247Q: 20 clusters Score -6.953358e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 10740 members 
Mstep: Class 3 contains 92026 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34553 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62587 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 77108 members 
Mstep: Class 15 contains 74139 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49137 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533616.000000 Penalty: 40818.515625
Iteration 248Q: 20 clusters Score -6.953362e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 92031 members 
Mstep: Class 4 contains 10651 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34527 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62647 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 77120 members 
Mstep: Class 15 contains 74138 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49138 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47873 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 249Q: 20 clusters Score -6.953368e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 92038 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34502 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62695 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 77129 members 
Mstep: Class 15 contains 74140 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49140 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533696.000000 Penalty: 40818.515625
Iteration 250Q: 20 clusters Score -6.95337e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79778 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 92034 members 
Mstep: Class 4 contains 10651 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34480 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62753 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 77136 members 
Mstep: Class 15 contains 74150 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49140 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47758 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 251Q: 20 clusters Score -6.953373e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 92045 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34458 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62816 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 77147 members 
Mstep: Class 15 contains 74159 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49137 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47682 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 20 clusters Score -6.953361e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79800 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 92067 members 
Mstep: Class 4 contains 10649 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34438 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62865 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 77154 members 
Mstep: Class 15 contains 74165 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49138 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47606 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 253Q: 20 clusters Score -6.953361e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 10736 members 
Mstep: Class 3 contains 92074 members 
Mstep: Class 4 contains 10649 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34417 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62931 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 77165 members 
Mstep: Class 15 contains 74165 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49139 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47532 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 254Q: 20 clusters Score -6.953358e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 92086 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34401 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 62990 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 77171 members 
Mstep: Class 15 contains 74174 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49143 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47454 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 20 clusters Score -6.953357e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 10732 members 
Mstep: Class 3 contains 92092 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34382 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63062 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 77179 members 
Mstep: Class 15 contains 74177 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49145 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47380 members 
Entering Unmasked Estep 
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Iteration 256Q: 20 clusters Score -6.953354e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 10730 members 
Mstep: Class 3 contains 92098 members 
Mstep: Class 4 contains 10649 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34363 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63137 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77180 members 
Mstep: Class 15 contains 74181 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49146 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47309 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 20 clusters Score -6.953352e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 92138 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34343 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63191 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 77174 members 
Mstep: Class 15 contains 74182 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49146 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47234 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 20 clusters Score -6.953357e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 10729 members 
Mstep: Class 3 contains 92166 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34327 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63254 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 77169 members 
Mstep: Class 15 contains 74184 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49146 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47156 members 
Entering Unmasked Estep 
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Iteration 259Q: 20 clusters Score -6.95335e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 10727 members 
Mstep: Class 3 contains 92176 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34310 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63345 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 77170 members 
Mstep: Class 15 contains 74183 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49143 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 47065 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 20 clusters Score -6.95335e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79853 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 92180 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34295 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63443 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 77182 members 
Mstep: Class 15 contains 74179 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49149 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46958 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 20 clusters Score -6.953343e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 92181 members 
Mstep: Class 4 contains 10649 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34277 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63547 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 77198 members 
Mstep: Class 15 contains 74174 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49150 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46860 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 262Q: 20 clusters Score -6.953339e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 92185 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34262 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63643 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 77200 members 
Mstep: Class 15 contains 74173 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49157 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46761 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 263Q: 20 clusters Score -6.953342e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 92180 members 
Mstep: Class 4 contains 10649 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34247 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63743 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6971 members 
Mstep: Class 14 contains 77193 members 
Mstep: Class 15 contains 74174 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49155 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533392.000000 Penalty: 40818.515625
Iteration 264Q: 20 clusters Score -6.953339e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 92179 members 
Mstep: Class 4 contains 10649 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34230 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63840 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 77191 members 
Mstep: Class 15 contains 74167 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49156 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46581 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 265Q: 20 clusters Score -6.953346e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 92167 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34214 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63920 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77198 members 
Mstep: Class 15 contains 74171 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49160 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533520.000000 Penalty: 40818.515625
Iteration 266Q: 20 clusters Score -6.953352e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 92173 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34197 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 63998 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77195 members 
Mstep: Class 15 contains 74173 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49162 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46419 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 267Q: 20 clusters Score -6.953357e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 92173 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34183 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64076 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77200 members 
Mstep: Class 15 contains 74169 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49167 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46341 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 268Q: 20 clusters Score -6.953352e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 10718 members 
Mstep: Class 3 contains 92170 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34172 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64143 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 77198 members 
Mstep: Class 15 contains 74167 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49170 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46285 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 269Q: 20 clusters Score -6.953352e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 92152 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34161 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64218 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77198 members 
Mstep: Class 15 contains 74167 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49174 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46223 members 
Entering Unmasked Estep 
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Iteration 270Q: 20 clusters Score -6.953358e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 92132 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34142 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64302 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 77204 members 
Mstep: Class 15 contains 74164 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49178 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46165 members 
Entering Unmasked Estep 
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Iteration 271Q: 20 clusters Score -6.953348e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 92103 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34128 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64397 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77201 members 
Mstep: Class 15 contains 74155 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49185 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46111 members 
Entering Unmasked Estep 
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Iteration 272Q: 20 clusters Score -6.953344e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 92082 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34100 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64489 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 77197 members 
Mstep: Class 15 contains 74152 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49189 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 46058 members 
Entering Unmasked Estep 
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Iteration 273Q: 20 clusters Score -6.953344e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 92063 members 
Mstep: Class 4 contains 10660 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34075 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64593 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77194 members 
Mstep: Class 15 contains 74146 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49194 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45993 members 
Entering Unmasked Estep 
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Iteration 274Q: 20 clusters Score -6.953346e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 92050 members 
Mstep: Class 4 contains 10660 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34045 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64672 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77198 members 
Mstep: Class 15 contains 74139 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49200 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45938 members 
Entering Unmasked Estep 
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Iteration 275Q: 20 clusters Score -6.953347e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 10710 members 
Mstep: Class 3 contains 92044 members 
Mstep: Class 4 contains 10662 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 34007 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64746 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77204 members 
Mstep: Class 15 contains 74126 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49203 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45884 members 
Entering Unmasked Estep 
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Iteration 276Q: 20 clusters Score -6.953358e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 92027 members 
Mstep: Class 4 contains 10664 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33976 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64811 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77212 members 
Mstep: Class 15 contains 74121 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49203 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 40818.515625
Iteration 277Q: 20 clusters Score -6.953358e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 92008 members 
Mstep: Class 4 contains 10670 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33941 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64878 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 77216 members 
Mstep: Class 15 contains 74112 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49215 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533520.000000 Penalty: 40818.515625
Iteration 278Q: 20 clusters Score -6.953352e+07 nChanged 163
Entering ConstructFrom: 
Score: -69533520.000000 Penalty: 40818.515625
Entering ConstructFrom: 
Trying to split cluster 1 (80079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80079 members 
Entering Unmasked Estep 
Score: -10295947.000000 Penalty: 1834.749878
	Iteration 0F: 2 clusters Score -1.029595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -10243609.000000 Penalty: 3669.499756
	Iteration 0F: 3 clusters Score -1.024361e+07 nChanged 38006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -10265473.000000 Penalty: 3669.499756
	Iteration 1F: 3 clusters Score -1.026547e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -10266042.000000 Penalty: 3669.499756
	Iteration 2Q: 3 clusters Score -1.026604e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -10266732.000000 Penalty: 3669.499756
	Iteration 3Q: 3 clusters Score -1.026673e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -10267899.000000 Penalty: 3669.499756
	Iteration 4Q: 3 clusters Score -1.02679e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -10270050.000000 Penalty: 3669.499756
	Iteration 5F: 3 clusters Score -1.027005e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -10274087.000000 Penalty: 3669.499756
	Iteration 6F: 3 clusters Score -1.027409e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -10280450.000000 Penalty: 3669.499756
	Iteration 7F: 3 clusters Score -1.028045e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -10287310.000000 Penalty: 3669.499756
	Iteration 8F: 3 clusters Score -1.028731e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 77204 members 
Entering Unmasked Estep 
Score: -10291811.000000 Penalty: 3669.499756
	Iteration 9F: 3 clusters Score -1.029181e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -10293500.000000 Penalty: 3669.499756
	Iteration 10Q: 3 clusters Score -1.02935e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -10293983.000000 Penalty: 3669.499756
	Iteration 11Q: 3 clusters Score -1.029398e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -10294151.000000 Penalty: 3669.499756
	Iteration 12Q: 3 clusters Score -1.029415e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -10294210.000000 Penalty: 3669.499756
	Iteration 13Q: 3 clusters Score -1.029421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -10294241.000000 Penalty: 3669.499756
	Iteration 14Q: 3 clusters Score -1.029424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -10294262.000000 Penalty: 3669.499756
	Iteration 15Q: 3 clusters Score -1.029426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -10294267.000000 Penalty: 3669.499756
	Iteration 16Q: 3 clusters Score -1.029427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -10294286.000000 Penalty: 3669.499756
	Iteration 17Q: 3 clusters Score -1.029429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -10294292.000000 Penalty: 3669.499756
	Iteration 18Q: 3 clusters Score -1.029429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -10294303.000000 Penalty: 3669.499756
	Iteration 19Q: 3 clusters Score -1.02943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -10294304.000000 Penalty: 3669.499756
	Iteration 20F: 3 clusters Score -1.02943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -10294312.000000 Penalty: 3669.499756
	Iteration 21Q: 3 clusters Score -1.029431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -10294311.000000 Penalty: 3669.499756
	Iteration 22Q: 3 clusters Score -1.029431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -10294323.000000 Penalty: 3669.499756
	Iteration 23Q: 3 clusters Score -1.029432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -10294323.000000 Penalty: 3669.499756
	Iteration 24F: 3 clusters Score -1.029432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Entering Unmasked Estep 
Score: -1353812.250000 Penalty: 1507.856934
	Iteration 0F: 2 clusters Score -1353812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1346197.625000 Penalty: 3015.713867
	Iteration 0F: 3 clusters Score -1346198 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1348675.375000 Penalty: 3015.713867
	Iteration 1F: 3 clusters Score -1348675 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1348939.750000 Penalty: 3015.713867
	Iteration 2F: 3 clusters Score -1348940 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1349187.125000 Penalty: 3015.713867
	Iteration 3F: 3 clusters Score -1349187 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1349413.125000 Penalty: 3015.713867
	Iteration 4Q: 3 clusters Score -1349413 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1349666.000000 Penalty: 3015.713867
	Iteration 5Q: 3 clusters Score -1349666 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1349978.625000 Penalty: 3015.713867
	Iteration 6F: 3 clusters Score -1349979 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1350388.750000 Penalty: 3015.713867
	Iteration 7F: 3 clusters Score -1350389 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1350884.375000 Penalty: 3015.713867
	Iteration 8F: 3 clusters Score -1350884 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1351365.750000 Penalty: 3015.713867
	Iteration 9F: 3 clusters Score -1351366 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1351796.750000 Penalty: 3015.713867
	Iteration 10Q: 3 clusters Score -1351797 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1352077.750000 Penalty: 3015.713867
	Iteration 11Q: 3 clusters Score -1352078 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1352250.000000 Penalty: 3015.713867
	Iteration 12Q: 3 clusters Score -1352250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1352327.125000 Penalty: 3015.713867
	Iteration 13Q: 3 clusters Score -1352327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1352365.250000 Penalty: 3015.713867
	Iteration 14Q: 3 clusters Score -1352365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1352394.625000 Penalty: 3015.713867
	Iteration 15Q: 3 clusters Score -1352395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1352426.375000 Penalty: 3015.713867
	Iteration 16Q: 3 clusters Score -1352426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1352447.125000 Penalty: 3015.713867
	Iteration 17Q: 3 clusters Score -1352447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1352461.250000 Penalty: 3015.713867
	Iteration 18Q: 3 clusters Score -1352461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1352465.625000 Penalty: 3015.713867
	Iteration 19Q: 3 clusters Score -1352466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1352470.375000 Penalty: 3015.713867
	Iteration 20F: 3 clusters Score -1352470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1352474.000000 Penalty: 3015.713867
	Iteration 21Q: 3 clusters Score -1352474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1352474.750000 Penalty: 3015.713867
	Iteration 22Q: 3 clusters Score -1352475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1352480.000000 Penalty: 3015.713867
	Iteration 23Q: 3 clusters Score -1352480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1352481.000000 Penalty: 3015.713867
	Iteration 24Q: 3 clusters Score -1352481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1352481.000000 Penalty: 3015.713867
	Iteration 25F: 3 clusters Score -1352481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (92006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Entering Unmasked Estep 
Score: -11807141.000000 Penalty: 1857.311523
	Iteration 0F: 2 clusters Score -1.180714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -11746935.000000 Penalty: 3714.623047
	Iteration 0F: 3 clusters Score -1.174694e+07 nChanged 43901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -11771834.000000 Penalty: 3714.623047
	Iteration 1F: 3 clusters Score -1.177183e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -11772304.000000 Penalty: 3714.623047
	Iteration 2Q: 3 clusters Score -1.17723e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -11772806.000000 Penalty: 3714.623047
	Iteration 3Q: 3 clusters Score -1.177281e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -11773362.000000 Penalty: 3714.623047
	Iteration 4Q: 3 clusters Score -1.177336e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -11774085.000000 Penalty: 3714.623047
	Iteration 5Q: 3 clusters Score -1.177408e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -11775043.000000 Penalty: 3714.623047
	Iteration 6Q: 3 clusters Score -1.177504e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -11776496.000000 Penalty: 3714.623047
	Iteration 7Q: 3 clusters Score -1.17765e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -11778758.000000 Penalty: 3714.623047
	Iteration 8Q: 3 clusters Score -1.177876e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -11782184.000000 Penalty: 3714.623047
	Iteration 9F: 3 clusters Score -1.178218e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -11786351.000000 Penalty: 3714.623047
	Iteration 10F: 3 clusters Score -1.178635e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -11789737.000000 Penalty: 3714.623047
	Iteration 11F: 3 clusters Score -1.178974e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -11791741.000000 Penalty: 3714.623047
	Iteration 12Q: 3 clusters Score -1.179174e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 65538 members 
Entering Unmasked Estep 
Score: -11792556.000000 Penalty: 3714.623047
	Iteration 13Q: 3 clusters Score -1.179256e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -11793185.000000 Penalty: 3714.623047
	Iteration 14Q: 3 clusters Score -1.179318e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -11793834.000000 Penalty: 3714.623047
	Iteration 15Q: 3 clusters Score -1.179383e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -11794555.000000 Penalty: 3714.623047
	Iteration 16Q: 3 clusters Score -1.179456e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -11795317.000000 Penalty: 3714.623047
	Iteration 17Q: 3 clusters Score -1.179532e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -11796102.000000 Penalty: 3714.623047
	Iteration 18Q: 3 clusters Score -1.17961e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -11797004.000000 Penalty: 3714.623047
	Iteration 19Q: 3 clusters Score -1.1797e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -11798007.000000 Penalty: 3714.623047
	Iteration 20F: 3 clusters Score -1.179801e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -11799154.000000 Penalty: 3714.623047
	Iteration 21Q: 3 clusters Score -1.179915e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -11800322.000000 Penalty: 3714.623047
	Iteration 22Q: 3 clusters Score -1.180032e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -11801455.000000 Penalty: 3714.623047
	Iteration 23Q: 3 clusters Score -1.180146e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -11802456.000000 Penalty: 3714.623047
	Iteration 24Q: 3 clusters Score -1.180246e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -11803429.000000 Penalty: 3714.623047
	Iteration 25Q: 3 clusters Score -1.180343e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -11804127.000000 Penalty: 3714.623047
	Iteration 26Q: 3 clusters Score -1.180413e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -11804649.000000 Penalty: 3714.623047
	Iteration 27Q: 3 clusters Score -1.180465e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 90835 members 
Entering Unmasked Estep 
Score: -11804933.000000 Penalty: 3714.623047
	Iteration 28Q: 3 clusters Score -1.180493e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -11805150.000000 Penalty: 3714.623047
	Iteration 29Q: 3 clusters Score -1.180515e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -11805299.000000 Penalty: 3714.623047
	Iteration 30Q: 3 clusters Score -1.18053e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -11805373.000000 Penalty: 3714.623047
	Iteration 31Q: 3 clusters Score -1.180537e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -11805413.000000 Penalty: 3714.623047
	Iteration 32Q: 3 clusters Score -1.180541e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -11805460.000000 Penalty: 3714.623047
	Iteration 33Q: 3 clusters Score -1.180546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -11805480.000000 Penalty: 3714.623047
	Iteration 34Q: 3 clusters Score -1.180548e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 91581 members 
Entering Unmasked Estep 
Score: -11805493.000000 Penalty: 3714.623047
	Iteration 35Q: 3 clusters Score -1.180549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -11805504.000000 Penalty: 3714.623047
	Iteration 36Q: 3 clusters Score -1.18055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -11805516.000000 Penalty: 3714.623047
	Iteration 37Q: 3 clusters Score -1.180552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -11805516.000000 Penalty: 3714.623047
	Iteration 38Q: 3 clusters Score -1.180552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 91617 members 
Entering Unmasked Estep 
Score: -11805521.000000 Penalty: 3714.623047
	Iteration 39Q: 3 clusters Score -1.180552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 91620 members 
Entering Unmasked Estep 
Score: -11805520.000000 Penalty: 3714.623047
	Iteration 40F: 3 clusters Score -1.180552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -11805522.000000 Penalty: 3714.623047
	Iteration 41Q: 3 clusters Score -1.180552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -11805524.000000 Penalty: 3714.623047
	Iteration 42Q: 3 clusters Score -1.180552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 91633 members 
Entering Unmasked Estep 
Score: -11805530.000000 Penalty: 3714.623047
	Iteration 43Q: 3 clusters Score -1.180553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -11805536.000000 Penalty: 3714.623047
	Iteration 44Q: 3 clusters Score -1.180554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -11805539.000000 Penalty: 3714.623047
	Iteration 45Q: 3 clusters Score -1.180554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -11805536.000000 Penalty: 3714.623047
	Iteration 46Q: 3 clusters Score -1.180554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -11805547.000000 Penalty: 3714.623047
	Iteration 47Q: 3 clusters Score -1.180555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -11805552.000000 Penalty: 3714.623047
	Iteration 48Q: 3 clusters Score -1.180555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -11805555.000000 Penalty: 3714.623047
	Iteration 49Q: 3 clusters Score -1.180556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -11805569.000000 Penalty: 3714.623047
	Iteration 50Q: 3 clusters Score -1.180557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -11805569.000000 Penalty: 3714.623047
	Iteration 51Q: 3 clusters Score -1.180557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -11805578.000000 Penalty: 3714.623047
	Iteration 52Q: 3 clusters Score -1.180558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 91650 members 
Entering Unmasked Estep 
Score: -11805582.000000 Penalty: 3714.623047
	Iteration 53Q: 3 clusters Score -1.180558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -11805580.000000 Penalty: 3714.623047
	Iteration 54Q: 3 clusters Score -1.180558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -11805586.000000 Penalty: 3714.623047
	Iteration 55Q: 3 clusters Score -1.180559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -11805579.000000 Penalty: 3714.623047
	Iteration 56Q: 3 clusters Score -1.180558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -11805584.000000 Penalty: 3714.623047
	Iteration 57Q: 3 clusters Score -1.180558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 91654 members 
Entering Unmasked Estep 
Score: -11805587.000000 Penalty: 3714.623047
	Iteration 58Q: 3 clusters Score -1.180559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 91655 members 
Entering Unmasked Estep 
Score: -11805583.000000 Penalty: 3714.623047
	Iteration 59Q: 3 clusters Score -1.180558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 91657 members 
Entering Unmasked Estep 
Score: -11805577.000000 Penalty: 3714.623047
	Iteration 60F: 3 clusters Score -1.180558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -11805591.000000 Penalty: 3714.623047
	Iteration 61Q: 3 clusters Score -1.180559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -11805585.000000 Penalty: 3714.623047
	Iteration 62Q: 3 clusters Score -1.180558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -11805591.000000 Penalty: 3714.623047
	Iteration 63Q: 3 clusters Score -1.180559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 91663 members 
Entering Unmasked Estep 
Score: -11805586.000000 Penalty: 3714.623047
	Iteration 64Q: 3 clusters Score -1.180559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -11805582.000000 Penalty: 3714.623047
	Iteration 65Q: 3 clusters Score -1.180558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -11805582.000000 Penalty: 3714.623047
	Iteration 66F: 3 clusters Score -1.180558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Entering Unmasked Estep 
Score: -1360745.000000 Penalty: 1507.294678
	Iteration 0F: 2 clusters Score -1360745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1353198.875000 Penalty: 3014.589355
	Iteration 0F: 3 clusters Score -1353199 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1355656.375000 Penalty: 3014.589355
	Iteration 1F: 3 clusters Score -1355656 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1355845.000000 Penalty: 3014.589355
	Iteration 2F: 3 clusters Score -1355845 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1356016.625000 Penalty: 3014.589355
	Iteration 3Q: 3 clusters Score -1356017 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1356180.000000 Penalty: 3014.589355
	Iteration 4Q: 3 clusters Score -1356180 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1356346.250000 Penalty: 3014.589355
	Iteration 5Q: 3 clusters Score -1356346 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1356569.625000 Penalty: 3014.589355
	Iteration 6Q: 3 clusters Score -1356570 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1356855.000000 Penalty: 3014.589355
	Iteration 7Q: 3 clusters Score -1356855 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1357201.750000 Penalty: 3014.589355
	Iteration 8Q: 3 clusters Score -1357202 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1357632.500000 Penalty: 3014.589355
	Iteration 9F: 3 clusters Score -1357632 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1358106.750000 Penalty: 3014.589355
	Iteration 10F: 3 clusters Score -1358107 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1358523.375000 Penalty: 3014.589355
	Iteration 11Q: 3 clusters Score -1358523 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1358880.375000 Penalty: 3014.589355
	Iteration 12Q: 3 clusters Score -1358880 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1359157.750000 Penalty: 3014.589355
	Iteration 13Q: 3 clusters Score -1359158 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1359297.375000 Penalty: 3014.589355
	Iteration 14Q: 3 clusters Score -1359297 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1359368.250000 Penalty: 3014.589355
	Iteration 15Q: 3 clusters Score -1359368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1359414.500000 Penalty: 3014.589355
	Iteration 16Q: 3 clusters Score -1359414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1359438.375000 Penalty: 3014.589355
	Iteration 17Q: 3 clusters Score -1359438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1359455.000000 Penalty: 3014.589355
	Iteration 18Q: 3 clusters Score -1359455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1359466.000000 Penalty: 3014.589355
	Iteration 19Q: 3 clusters Score -1359466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1359477.500000 Penalty: 3014.589355
	Iteration 20F: 3 clusters Score -1359478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1359486.875000 Penalty: 3014.589355
	Iteration 21Q: 3 clusters Score -1359487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1359495.625000 Penalty: 3014.589355
	Iteration 22Q: 3 clusters Score -1359496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1359503.625000 Penalty: 3014.589355
	Iteration 23Q: 3 clusters Score -1359504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1359511.625000 Penalty: 3014.589355
	Iteration 24Q: 3 clusters Score -1359512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1359512.750000 Penalty: 3014.589355
	Iteration 25Q: 3 clusters Score -1359513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1359513.750000 Penalty: 3014.589355
	Iteration 26Q: 3 clusters Score -1359514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1359518.875000 Penalty: 3014.589355
	Iteration 27Q: 3 clusters Score -1359519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1359519.250000 Penalty: 3014.589355
	Iteration 28Q: 3 clusters Score -1359519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1359521.250000 Penalty: 3014.589355
	Iteration 29Q: 3 clusters Score -1359521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1359523.625000 Penalty: 3014.589355
	Iteration 30Q: 3 clusters Score -1359524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1359525.750000 Penalty: 3014.589355
	Iteration 31Q: 3 clusters Score -1359526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1359527.000000 Penalty: 3014.589355
	Iteration 32Q: 3 clusters Score -1359527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1359531.375000 Penalty: 3014.589355
	Iteration 33Q: 3 clusters Score -1359531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1359530.250000 Penalty: 3014.589355
	Iteration 34Q: 3 clusters Score -1359530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1359532.875000 Penalty: 3014.589355
	Iteration 35Q: 3 clusters Score -1359533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1359531.500000 Penalty: 3014.589355
	Iteration 36Q: 3 clusters Score -1359532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1359531.500000 Penalty: 3014.589355
	Iteration 37F: 3 clusters Score -1359532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -39407.351562 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -39407.35 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 211 members 
Entering Unmasked Estep 
Score: -38502.457031 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -38502.46 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38913.226562 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -38913.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39026.808594 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -39026.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39080.351562 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -39080.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39102.625000 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -39102.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39123.808594 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -39123.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39143.824219 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -39143.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39147.082031 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -39147.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39154.972656 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -39154.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39176.378906 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -39176.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39186.753906 Penalty: 1970.730103
	Iteration 10Q: 3 clusters Score -39186.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39191.351562 Penalty: 1970.730103
	Iteration 11Q: 3 clusters Score -39191.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39193.406250 Penalty: 1970.730103
	Iteration 12Q: 3 clusters Score -39193.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39198.378906 Penalty: 1970.730103
	Iteration 13Q: 3 clusters Score -39198.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39198.378906 Penalty: 1970.730103
	Iteration 14F: 3 clusters Score -39198.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Entering Unmasked Estep 
Score: -4397260.000000 Penalty: 1695.137085
	Iteration 0F: 2 clusters Score -4397260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4374549.000000 Penalty: 3390.274170
	Iteration 0F: 3 clusters Score -4374549 nChanged 15655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -4383127.500000 Penalty: 3390.274170
	Iteration 1F: 3 clusters Score -4383128 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4383493.000000 Penalty: 3390.274170
	Iteration 2Q: 3 clusters Score -4383493 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4383818.500000 Penalty: 3390.274170
	Iteration 3Q: 3 clusters Score -4383818 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4384291.000000 Penalty: 3390.274170
	Iteration 4Q: 3 clusters Score -4384291 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4384887.000000 Penalty: 3390.274170
	Iteration 5Q: 3 clusters Score -4384887 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4385796.000000 Penalty: 3390.274170
	Iteration 6F: 3 clusters Score -4385796 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4387161.000000 Penalty: 3390.274170
	Iteration 7F: 3 clusters Score -4387161 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -4388997.500000 Penalty: 3390.274170
	Iteration 8F: 3 clusters Score -4388998 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -4391112.000000 Penalty: 3390.274170
	Iteration 9F: 3 clusters Score -4391112 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4392883.000000 Penalty: 3390.274170
	Iteration 10F: 3 clusters Score -4392883 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4393917.000000 Penalty: 3390.274170
	Iteration 11Q: 3 clusters Score -4393917 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -4394433.500000 Penalty: 3390.274170
	Iteration 12Q: 3 clusters Score -4394434 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4394649.500000 Penalty: 3390.274170
	Iteration 13Q: 3 clusters Score -4394650 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -4394796.000000 Penalty: 3390.274170
	Iteration 14Q: 3 clusters Score -4394796 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4394876.500000 Penalty: 3390.274170
	Iteration 15Q: 3 clusters Score -4394876 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4394967.500000 Penalty: 3390.274170
	Iteration 16Q: 3 clusters Score -4394968 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -4395056.000000 Penalty: 3390.274170
	Iteration 17Q: 3 clusters Score -4395056 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4395138.500000 Penalty: 3390.274170
	Iteration 18Q: 3 clusters Score -4395138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -4395202.500000 Penalty: 3390.274170
	Iteration 19Q: 3 clusters Score -4395202 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -4395253.500000 Penalty: 3390.274170
	Iteration 20F: 3 clusters Score -4395254 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4395320.000000 Penalty: 3390.274170
	Iteration 21Q: 3 clusters Score -4395320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4395360.500000 Penalty: 3390.274170
	Iteration 22Q: 3 clusters Score -4395360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4395420.500000 Penalty: 3390.274170
	Iteration 23Q: 3 clusters Score -4395420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4395455.000000 Penalty: 3390.274170
	Iteration 24Q: 3 clusters Score -4395455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4395491.500000 Penalty: 3390.274170
	Iteration 25Q: 3 clusters Score -4395492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4395536.500000 Penalty: 3390.274170
	Iteration 26Q: 3 clusters Score -4395536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4395578.000000 Penalty: 3390.274170
	Iteration 27Q: 3 clusters Score -4395578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4395613.000000 Penalty: 3390.274170
	Iteration 28Q: 3 clusters Score -4395613 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -4395656.500000 Penalty: 3390.274170
	Iteration 29Q: 3 clusters Score -4395656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -4395684.000000 Penalty: 3390.274170
	Iteration 30Q: 3 clusters Score -4395684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4395716.000000 Penalty: 3390.274170
	Iteration 31Q: 3 clusters Score -4395716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -4395739.000000 Penalty: 3390.274170
	Iteration 32Q: 3 clusters Score -4395739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4395748.500000 Penalty: 3390.274170
	Iteration 33Q: 3 clusters Score -4395748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -4395765.000000 Penalty: 3390.274170
	Iteration 34Q: 3 clusters Score -4395765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4395767.500000 Penalty: 3390.274170
	Iteration 35Q: 3 clusters Score -4395768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4395775.500000 Penalty: 3390.274170
	Iteration 36Q: 3 clusters Score -4395776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4395781.000000 Penalty: 3390.274170
	Iteration 37Q: 3 clusters Score -4395781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -4395786.000000 Penalty: 3390.274170
	Iteration 38Q: 3 clusters Score -4395786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4395803.500000 Penalty: 3390.274170
	Iteration 39Q: 3 clusters Score -4395804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -4395815.000000 Penalty: 3390.274170
	Iteration 40F: 3 clusters Score -4395815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -4395821.000000 Penalty: 3390.274170
	Iteration 41Q: 3 clusters Score -4395821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4395822.000000 Penalty: 3390.274170
	Iteration 42Q: 3 clusters Score -4395822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4395831.500000 Penalty: 3390.274170
	Iteration 43Q: 3 clusters Score -4395832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4395839.000000 Penalty: 3390.274170
	Iteration 44Q: 3 clusters Score -4395839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4395836.500000 Penalty: 3390.274170
	Iteration 45Q: 3 clusters Score -4395836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4395841.000000 Penalty: 3390.274170
	Iteration 46Q: 3 clusters Score -4395841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4395835.000000 Penalty: 3390.274170
	Iteration 47Q: 3 clusters Score -4395835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4395843.500000 Penalty: 3390.274170
	Iteration 48Q: 3 clusters Score -4395844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4395842.500000 Penalty: 3390.274170
	Iteration 49Q: 3 clusters Score -4395842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4395843.500000 Penalty: 3390.274170
	Iteration 50Q: 3 clusters Score -4395844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4395843.000000 Penalty: 3390.274170
	Iteration 51Q: 3 clusters Score -4395843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4395842.500000 Penalty: 3390.274170
	Iteration 52Q: 3 clusters Score -4395842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4395844.500000 Penalty: 3390.274170
	Iteration 53Q: 3 clusters Score -4395844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4395847.000000 Penalty: 3390.274170
	Iteration 54Q: 3 clusters Score -4395847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4395847.500000 Penalty: 3390.274170
	Iteration 55Q: 3 clusters Score -4395848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4395845.000000 Penalty: 3390.274170
	Iteration 56Q: 3 clusters Score -4395845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -4395843.500000 Penalty: 3390.274170
	Iteration 57Q: 3 clusters Score -4395844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4395835.000000 Penalty: 3390.274170
	Iteration 58Q: 3 clusters Score -4395835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4395839.000000 Penalty: 3390.274170
	Iteration 59Q: 3 clusters Score -4395839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4395841.000000 Penalty: 3390.274170
	Iteration 60F: 3 clusters Score -4395841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4395843.000000 Penalty: 3390.274170
	Iteration 61Q: 3 clusters Score -4395843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -4395845.000000 Penalty: 3390.274170
	Iteration 62Q: 3 clusters Score -4395845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4395847.500000 Penalty: 3390.274170
	Iteration 63Q: 3 clusters Score -4395848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4395851.000000 Penalty: 3390.274170
	Iteration 64Q: 3 clusters Score -4395851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4395850.000000 Penalty: 3390.274170
	Iteration 65Q: 3 clusters Score -4395850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4395851.500000 Penalty: 3390.274170
	Iteration 66Q: 3 clusters Score -4395852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -4395850.500000 Penalty: 3390.274170
	Iteration 67Q: 3 clusters Score -4395850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4395851.500000 Penalty: 3390.274170
	Iteration 68Q: 3 clusters Score -4395852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4395851.500000 Penalty: 3390.274170
	Iteration 69F: 3 clusters Score -4395852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -101293.460938 Penalty: 1099.318848
	Iteration 0F: 2 clusters Score -101293.5 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 445 members 
Entering Unmasked Estep 
Score: -99983.523438 Penalty: 2198.637695
	Iteration 0F: 3 clusters Score -99983.52 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100260.054688 Penalty: 2198.637695
	Iteration 1F: 3 clusters Score -100260.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100335.125000 Penalty: 2198.637695
	Iteration 2F: 3 clusters Score -100335.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100369.789062 Penalty: 2198.637695
	Iteration 3Q: 3 clusters Score -100369.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100397.132812 Penalty: 2198.637695
	Iteration 4Q: 3 clusters Score -100397.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100404.242188 Penalty: 2198.637695
	Iteration 5Q: 3 clusters Score -100404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100413.281250 Penalty: 2198.637695
	Iteration 6Q: 3 clusters Score -100413.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100421.023438 Penalty: 2198.637695
	Iteration 7Q: 3 clusters Score -100421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100424.617188 Penalty: 2198.637695
	Iteration 8Q: 3 clusters Score -100424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100427.507812 Penalty: 2198.637695
	Iteration 9Q: 3 clusters Score -100427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100431.960938 Penalty: 2198.637695
	Iteration 10Q: 3 clusters Score -100432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100436.875000 Penalty: 2198.637695
	Iteration 11Q: 3 clusters Score -100436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100439.125000 Penalty: 2198.637695
	Iteration 12Q: 3 clusters Score -100439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100440.843750 Penalty: 2198.637695
	Iteration 13Q: 3 clusters Score -100440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100445.781250 Penalty: 2198.637695
	Iteration 14Q: 3 clusters Score -100445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100447.437500 Penalty: 2198.637695
	Iteration 15Q: 3 clusters Score -100447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -100448.625000 Penalty: 2198.637695
	Iteration 16Q: 3 clusters Score -100448.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -100448.625000 Penalty: 2198.637695
	Iteration 17F: 3 clusters Score -100448.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Entering Unmasked Estep 
Score: -8335158.000000 Penalty: 1800.713135
	Iteration 0F: 2 clusters Score -8335158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -8291655.500000 Penalty: 3601.426270
	Iteration 0F: 3 clusters Score -8291656 nChanged 30774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -8309212.500000 Penalty: 3601.426270
	Iteration 1F: 3 clusters Score -8309212 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -8309799.000000 Penalty: 3601.426270
	Iteration 2Q: 3 clusters Score -8309799 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -8310437.500000 Penalty: 3601.426270
	Iteration 3Q: 3 clusters Score -8310438 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -8311312.000000 Penalty: 3601.426270
	Iteration 4Q: 3 clusters Score -8311312 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -8312718.000000 Penalty: 3601.426270
	Iteration 5Q: 3 clusters Score -8312718 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -8314983.500000 Penalty: 3601.426270
	Iteration 6F: 3 clusters Score -8314984 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8318048.000000 Penalty: 3601.426270
	Iteration 7F: 3 clusters Score -8318048 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -8321366.000000 Penalty: 3601.426270
	Iteration 8F: 3 clusters Score -8321366 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -8324165.500000 Penalty: 3601.426270
	Iteration 9F: 3 clusters Score -8324166 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -8326029.000000 Penalty: 3601.426270
	Iteration 10Q: 3 clusters Score -8326029 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -8327249.000000 Penalty: 3601.426270
	Iteration 11Q: 3 clusters Score -8327249 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -8328068.000000 Penalty: 3601.426270
	Iteration 12Q: 3 clusters Score -8328068 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -8328708.500000 Penalty: 3601.426270
	Iteration 13Q: 3 clusters Score -8328708 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -8329289.500000 Penalty: 3601.426270
	Iteration 14Q: 3 clusters Score -8329290 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -8329884.500000 Penalty: 3601.426270
	Iteration 15Q: 3 clusters Score -8329884 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -8330466.500000 Penalty: 3601.426270
	Iteration 16Q: 3 clusters Score -8330466 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -8330985.500000 Penalty: 3601.426270
	Iteration 17Q: 3 clusters Score -8330986 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -8331518.000000 Penalty: 3601.426270
	Iteration 18Q: 3 clusters Score -8331518 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -8331995.500000 Penalty: 3601.426270
	Iteration 19Q: 3 clusters Score -8331996 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -8332435.000000 Penalty: 3601.426270
	Iteration 20F: 3 clusters Score -8332435 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -8332757.500000 Penalty: 3601.426270
	Iteration 21Q: 3 clusters Score -8332758 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -8332991.000000 Penalty: 3601.426270
	Iteration 22Q: 3 clusters Score -8332991 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -8333158.500000 Penalty: 3601.426270
	Iteration 23Q: 3 clusters Score -8333158 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -8333264.000000 Penalty: 3601.426270
	Iteration 24Q: 3 clusters Score -8333264 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -8333381.500000 Penalty: 3601.426270
	Iteration 25Q: 3 clusters Score -8333382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -8333438.000000 Penalty: 3601.426270
	Iteration 26Q: 3 clusters Score -8333438 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -8333484.000000 Penalty: 3601.426270
	Iteration 27Q: 3 clusters Score -8333484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -8333529.500000 Penalty: 3601.426270
	Iteration 28Q: 3 clusters Score -8333530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -8333575.500000 Penalty: 3601.426270
	Iteration 29Q: 3 clusters Score -8333576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -8333595.000000 Penalty: 3601.426270
	Iteration 30Q: 3 clusters Score -8333595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -8333621.500000 Penalty: 3601.426270
	Iteration 31Q: 3 clusters Score -8333622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -8333652.500000 Penalty: 3601.426270
	Iteration 32Q: 3 clusters Score -8333652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -8333651.500000 Penalty: 3601.426270
	Iteration 33Q: 3 clusters Score -8333652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -8333660.500000 Penalty: 3601.426270
	Iteration 34Q: 3 clusters Score -8333660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -8333664.500000 Penalty: 3601.426270
	Iteration 35Q: 3 clusters Score -8333664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -8333666.500000 Penalty: 3601.426270
	Iteration 36Q: 3 clusters Score -8333666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -8333663.000000 Penalty: 3601.426270
	Iteration 37Q: 3 clusters Score -8333663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -8333673.500000 Penalty: 3601.426270
	Iteration 38Q: 3 clusters Score -8333674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -8333674.500000 Penalty: 3601.426270
	Iteration 39Q: 3 clusters Score -8333674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -8333676.000000 Penalty: 3601.426270
	Iteration 40F: 3 clusters Score -8333676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42684.496094 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -42684.5 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 205 members 
Entering Unmasked Estep 
Score: -41837.960938 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -41837.96 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42049.679688 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -42049.68 nChanged 22
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: -42113.343750 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -42113.34 nChanged 19
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: -42155.933594 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -42155.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42195.062500 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -42195.06 nChanged 11
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: -42225.042969 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -42225.04 nChanged 8
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: -42299.410156 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -42299.41 nChanged 10
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: -42406.757812 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -42406.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42479.027344 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -42479.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42591.750000 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -42591.75 nChanged 13
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: -42654.144531 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -42654.14 nChanged 7
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: -42735.425781 Penalty: 1952.864380
	Iteration 11Q: 3 clusters Score -42735.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42772.687500 Penalty: 1952.864380
	Iteration 12Q: 3 clusters Score -42772.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42798.171875 Penalty: 1952.864380
	Iteration 13Q: 3 clusters Score -42798.17 nChanged 2
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: -42808.660156 Penalty: 1952.864380
	Iteration 14Q: 3 clusters Score -42808.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42809.851562 Penalty: 1952.864380
	Iteration 15Q: 3 clusters Score -42809.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42836.859375 Penalty: 1952.864380
	Iteration 16F: 3 clusters Score -42836.86 nChanged 5
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: -42935.082031 Penalty: 1952.864380
	Iteration 17Q: 3 clusters Score -42935.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42955.644531 Penalty: 1952.864380
	Iteration 18Q: 3 clusters Score -42955.64 nChanged 3
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: -42979.773438 Penalty: 1952.864380
	Iteration 19Q: 3 clusters Score -42979.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42997.179688 Penalty: 1952.864380
	Iteration 20F: 3 clusters Score -42997.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 92006 members 
Mstep: Class 4 contains 10675 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33915 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64946 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77209 members 
Mstep: Class 15 contains 74102 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 221 members 
Mstep: Class 18 contains 49221 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45749 members 
Entering Unmasked Estep 
Score: -69532608.000000 Penalty: 42966.859375
Splitting cluster 9 changes total score from -69533520.000000 to -69532608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -14112.992188 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -14112.99 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: -13458.733398 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -13458.73 nChanged 58
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: -13762.309570 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -13762.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13960.050781 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -13960.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14059.632812 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -14059.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14092.488281 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -14092.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14105.751953 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -14105.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14184.764648 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -14184.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14193.729492 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -14193.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14195.645508 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -14195.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14196.167969 Penalty: 1770.189575
	Iteration 9Q: 3 clusters Score -14196.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14196.167969 Penalty: 1770.189575
	Iteration 10F: 3 clusters Score -14196.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 92006 members 
Mstep: Class 4 contains 10675 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33915 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64946 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 98 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77209 members 
Mstep: Class 15 contains 74102 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 134 members 
Mstep: Class 18 contains 49221 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45749 members 
Entering Unmasked Estep 
Score: -69532304.000000 Penalty: 42966.859375
Splitting cluster 10 changes total score from -69533520.000000 to -69532304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -134262.500000 Penalty: 1138.735107
	Iteration 0F: 2 clusters Score -134262.5 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 526 members 
Entering Unmasked Estep 
Score: -132794.781250 Penalty: 2277.470215
	Iteration 0F: 3 clusters Score -132794.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -133086.578125 Penalty: 2277.470215
	Iteration 1F: 3 clusters Score -133086.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -133165.125000 Penalty: 2277.470215
	Iteration 2F: 3 clusters Score -133165.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133218.531250 Penalty: 2277.470215
	Iteration 3Q: 3 clusters Score -133218.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -133268.109375 Penalty: 2277.470215
	Iteration 4Q: 3 clusters Score -133268.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133297.156250 Penalty: 2277.470215
	Iteration 5Q: 3 clusters Score -133297.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133318.015625 Penalty: 2277.470215
	Iteration 6Q: 3 clusters Score -133318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -133342.859375 Penalty: 2277.470215
	Iteration 7Q: 3 clusters Score -133342.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -133353.828125 Penalty: 2277.470215
	Iteration 8Q: 3 clusters Score -133353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -133358.625000 Penalty: 2277.470215
	Iteration 9Q: 3 clusters Score -133358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -133367.015625 Penalty: 2277.470215
	Iteration 10Q: 3 clusters Score -133367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -133371.812500 Penalty: 2277.470215
	Iteration 11Q: 3 clusters Score -133371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -133374.750000 Penalty: 2277.470215
	Iteration 12Q: 3 clusters Score -133374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -133380.156250 Penalty: 2277.470215
	Iteration 13Q: 3 clusters Score -133380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -133386.921875 Penalty: 2277.470215
	Iteration 14Q: 3 clusters Score -133386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133393.453125 Penalty: 2277.470215
	Iteration 15Q: 3 clusters Score -133393.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133394.937500 Penalty: 2277.470215
	Iteration 16Q: 3 clusters Score -133394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133394.937500 Penalty: 2277.470215
	Iteration 17F: 3 clusters Score -133394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -21072.921875 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -21072.92 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 117 members 
Entering Unmasked Estep 
Score: -20321.695312 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -20321.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20554.519531 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -20554.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20612.105469 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -20612.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20641.078125 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -20641.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20646.662109 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -20646.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20646.662109 Penalty: 1740.890625
	Iteration 5F: 3 clusters Score -20646.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -841465.062500 Penalty: 1437.952759
	Iteration 0F: 2 clusters Score -841465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -836248.062500 Penalty: 2875.905518
	Iteration 0F: 3 clusters Score -836248.1 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -837751.187500 Penalty: 2875.905518
	Iteration 1F: 3 clusters Score -837751.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -837956.375000 Penalty: 2875.905518
	Iteration 2F: 3 clusters Score -837956.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -838123.000000 Penalty: 2875.905518
	Iteration 3Q: 3 clusters Score -838123 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -838252.937500 Penalty: 2875.905518
	Iteration 4Q: 3 clusters Score -838252.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -838382.500000 Penalty: 2875.905518
	Iteration 5Q: 3 clusters Score -838382.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -838517.187500 Penalty: 2875.905518
	Iteration 6Q: 3 clusters Score -838517.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -838639.187500 Penalty: 2875.905518
	Iteration 7Q: 3 clusters Score -838639.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -838745.562500 Penalty: 2875.905518
	Iteration 8Q: 3 clusters Score -838745.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -838836.687500 Penalty: 2875.905518
	Iteration 9Q: 3 clusters Score -838836.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -838912.562500 Penalty: 2875.905518
	Iteration 10Q: 3 clusters Score -838912.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -838973.187500 Penalty: 2875.905518
	Iteration 11Q: 3 clusters Score -838973.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -839011.812500 Penalty: 2875.905518
	Iteration 12Q: 3 clusters Score -839011.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -839042.500000 Penalty: 2875.905518
	Iteration 13Q: 3 clusters Score -839042.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -839077.812500 Penalty: 2875.905518
	Iteration 14Q: 3 clusters Score -839077.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -839119.750000 Penalty: 2875.905518
	Iteration 15Q: 3 clusters Score -839119.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -839159.875000 Penalty: 2875.905518
	Iteration 16Q: 3 clusters Score -839159.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -839206.750000 Penalty: 2875.905518
	Iteration 17Q: 3 clusters Score -839206.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -839258.000000 Penalty: 2875.905518
	Iteration 18Q: 3 clusters Score -839258 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -839306.937500 Penalty: 2875.905518
	Iteration 19Q: 3 clusters Score -839306.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -839361.312500 Penalty: 2875.905518
	Iteration 20F: 3 clusters Score -839361.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -839416.937500 Penalty: 2875.905518
	Iteration 21Q: 3 clusters Score -839416.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -839478.375000 Penalty: 2875.905518
	Iteration 22Q: 3 clusters Score -839478.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -839531.687500 Penalty: 2875.905518
	Iteration 23Q: 3 clusters Score -839531.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -839581.312500 Penalty: 2875.905518
	Iteration 24Q: 3 clusters Score -839581.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -839616.625000 Penalty: 2875.905518
	Iteration 25Q: 3 clusters Score -839616.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -839652.500000 Penalty: 2875.905518
	Iteration 26Q: 3 clusters Score -839652.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -839682.437500 Penalty: 2875.905518
	Iteration 27Q: 3 clusters Score -839682.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -839697.312500 Penalty: 2875.905518
	Iteration 28Q: 3 clusters Score -839697.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -839708.750000 Penalty: 2875.905518
	Iteration 29Q: 3 clusters Score -839708.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -839715.562500 Penalty: 2875.905518
	Iteration 30Q: 3 clusters Score -839715.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -839721.500000 Penalty: 2875.905518
	Iteration 31Q: 3 clusters Score -839721.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -839725.062500 Penalty: 2875.905518
	Iteration 32Q: 3 clusters Score -839725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -839726.750000 Penalty: 2875.905518
	Iteration 33Q: 3 clusters Score -839726.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -839729.750000 Penalty: 2875.905518
	Iteration 34Q: 3 clusters Score -839729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -839732.312500 Penalty: 2875.905518
	Iteration 35Q: 3 clusters Score -839732.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -839736.312500 Penalty: 2875.905518
	Iteration 36Q: 3 clusters Score -839736.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -839738.000000 Penalty: 2875.905518
	Iteration 37Q: 3 clusters Score -839738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -839741.187500 Penalty: 2875.905518
	Iteration 38Q: 3 clusters Score -839741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -839747.625000 Penalty: 2875.905518
	Iteration 39Q: 3 clusters Score -839747.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -839751.437500 Penalty: 2875.905518
	Iteration 40F: 3 clusters Score -839751.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -839753.750000 Penalty: 2875.905518
	Iteration 41Q: 3 clusters Score -839753.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -839757.687500 Penalty: 2875.905518
	Iteration 42Q: 3 clusters Score -839757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -839759.562500 Penalty: 2875.905518
	Iteration 43Q: 3 clusters Score -839759.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -839764.375000 Penalty: 2875.905518
	Iteration 44Q: 3 clusters Score -839764.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -839765.937500 Penalty: 2875.905518
	Iteration 45Q: 3 clusters Score -839765.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -839771.625000 Penalty: 2875.905518
	Iteration 46Q: 3 clusters Score -839771.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -839772.625000 Penalty: 2875.905518
	Iteration 47Q: 3 clusters Score -839772.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -839776.687500 Penalty: 2875.905518
	Iteration 48Q: 3 clusters Score -839776.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -839780.875000 Penalty: 2875.905518
	Iteration 49Q: 3 clusters Score -839780.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -839784.312500 Penalty: 2875.905518
	Iteration 50Q: 3 clusters Score -839784.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -839792.687500 Penalty: 2875.905518
	Iteration 51Q: 3 clusters Score -839792.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -839797.500000 Penalty: 2875.905518
	Iteration 52Q: 3 clusters Score -839797.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -839800.687500 Penalty: 2875.905518
	Iteration 53Q: 3 clusters Score -839800.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -839802.375000 Penalty: 2875.905518
	Iteration 54Q: 3 clusters Score -839802.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -839803.687500 Penalty: 2875.905518
	Iteration 55Q: 3 clusters Score -839803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -839803.500000 Penalty: 2875.905518
	Iteration 56Q: 3 clusters Score -839803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -839804.000000 Penalty: 2875.905518
	Iteration 57Q: 3 clusters Score -839804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -839805.125000 Penalty: 2875.905518
	Iteration 58Q: 3 clusters Score -839805.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -839809.562500 Penalty: 2875.905518
	Iteration 59Q: 3 clusters Score -839809.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -839807.187500 Penalty: 2875.905518
	Iteration 60F: 3 clusters Score -839807.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -839808.437500 Penalty: 2875.905518
	Iteration 61Q: 3 clusters Score -839808.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -839809.187500 Penalty: 2875.905518
	Iteration 62Q: 3 clusters Score -839809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -839811.187500 Penalty: 2875.905518
	Iteration 63Q: 3 clusters Score -839811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -839812.125000 Penalty: 2875.905518
	Iteration 64Q: 3 clusters Score -839812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -839812.687500 Penalty: 2875.905518
	Iteration 65Q: 3 clusters Score -839812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -839814.000000 Penalty: 2875.905518
	Iteration 66Q: 3 clusters Score -839814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -839815.312500 Penalty: 2875.905518
	Iteration 67Q: 3 clusters Score -839815.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -839815.312500 Penalty: 2875.905518
	Iteration 68F: 3 clusters Score -839815.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Entering Unmasked Estep 
Score: -9952386.000000 Penalty: 1828.819092
	Iteration 0F: 2 clusters Score -9952386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -9901455.000000 Penalty: 3657.638184
	Iteration 0F: 3 clusters Score -9901455 nChanged 36885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9922762.000000 Penalty: 3657.638184
	Iteration 1F: 3 clusters Score -9922762 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -9923325.000000 Penalty: 3657.638184
	Iteration 2Q: 3 clusters Score -9923325 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -9924011.000000 Penalty: 3657.638184
	Iteration 3Q: 3 clusters Score -9924011 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -9924929.000000 Penalty: 3657.638184
	Iteration 4Q: 3 clusters Score -9924929 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -9926427.000000 Penalty: 3657.638184
	Iteration 5Q: 3 clusters Score -9926427 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -9928881.000000 Penalty: 3657.638184
	Iteration 6F: 3 clusters Score -9928881 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -9932825.000000 Penalty: 3657.638184
	Iteration 7F: 3 clusters Score -9932825 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -9938473.000000 Penalty: 3657.638184
	Iteration 8F: 3 clusters Score -9938473 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -9944503.000000 Penalty: 3657.638184
	Iteration 9F: 3 clusters Score -9944503 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9948622.000000 Penalty: 3657.638184
	Iteration 10F: 3 clusters Score -9948622 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9950045.000000 Penalty: 3657.638184
	Iteration 11Q: 3 clusters Score -9950045 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76961 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9950521.000000 Penalty: 3657.638184
	Iteration 12Q: 3 clusters Score -9950521 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9950654.000000 Penalty: 3657.638184
	Iteration 13Q: 3 clusters Score -9950654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9950707.000000 Penalty: 3657.638184
	Iteration 14Q: 3 clusters Score -9950707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9950729.000000 Penalty: 3657.638184
	Iteration 15Q: 3 clusters Score -9950729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9950751.000000 Penalty: 3657.638184
	Iteration 16Q: 3 clusters Score -9950751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9950760.000000 Penalty: 3657.638184
	Iteration 17Q: 3 clusters Score -9950760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9950766.000000 Penalty: 3657.638184
	Iteration 18Q: 3 clusters Score -9950766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9950766.000000 Penalty: 3657.638184
	Iteration 19F: 3 clusters Score -9950766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Entering Unmasked Estep 
Score: -9559229.000000 Penalty: 1822.144653
	Iteration 0F: 2 clusters Score -9559229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -9510340.000000 Penalty: 3644.289307
	Iteration 0F: 3 clusters Score -9510340 nChanged 35173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -9530872.000000 Penalty: 3644.289307
	Iteration 1F: 3 clusters Score -9530872 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -9531547.000000 Penalty: 3644.289307
	Iteration 2Q: 3 clusters Score -9531547 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -9532281.000000 Penalty: 3644.289307
	Iteration 3Q: 3 clusters Score -9532281 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -9533178.000000 Penalty: 3644.289307
	Iteration 4Q: 3 clusters Score -9533178 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -9534258.000000 Penalty: 3644.289307
	Iteration 5Q: 3 clusters Score -9534258 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -9535528.000000 Penalty: 3644.289307
	Iteration 6Q: 3 clusters Score -9535528 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -9536874.000000 Penalty: 3644.289307
	Iteration 7Q: 3 clusters Score -9536874 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -9538416.000000 Penalty: 3644.289307
	Iteration 8Q: 3 clusters Score -9538416 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -9540101.000000 Penalty: 3644.289307
	Iteration 9Q: 3 clusters Score -9540101 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -9542126.000000 Penalty: 3644.289307
	Iteration 10Q: 3 clusters Score -9542126 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -9544329.000000 Penalty: 3644.289307
	Iteration 11Q: 3 clusters Score -9544329 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -9546317.000000 Penalty: 3644.289307
	Iteration 12Q: 3 clusters Score -9546317 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -9548092.000000 Penalty: 3644.289307
	Iteration 13Q: 3 clusters Score -9548092 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -9549631.000000 Penalty: 3644.289307
	Iteration 14Q: 3 clusters Score -9549631 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -9550908.000000 Penalty: 3644.289307
	Iteration 15Q: 3 clusters Score -9550908 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -9552057.000000 Penalty: 3644.289307
	Iteration 16Q: 3 clusters Score -9552057 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -9553046.000000 Penalty: 3644.289307
	Iteration 17Q: 3 clusters Score -9553046 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -9553921.000000 Penalty: 3644.289307
	Iteration 18Q: 3 clusters Score -9553921 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -9554664.000000 Penalty: 3644.289307
	Iteration 19Q: 3 clusters Score -9554664 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -9555355.000000 Penalty: 3644.289307
	Iteration 20F: 3 clusters Score -9555355 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -9555832.000000 Penalty: 3644.289307
	Iteration 21Q: 3 clusters Score -9555832 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -9556232.000000 Penalty: 3644.289307
	Iteration 22Q: 3 clusters Score -9556232 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -9556562.000000 Penalty: 3644.289307
	Iteration 23Q: 3 clusters Score -9556562 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9556798.000000 Penalty: 3644.289307
	Iteration 24Q: 3 clusters Score -9556798 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9556971.000000 Penalty: 3644.289307
	Iteration 25Q: 3 clusters Score -9556971 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9557102.000000 Penalty: 3644.289307
	Iteration 26Q: 3 clusters Score -9557102 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9557191.000000 Penalty: 3644.289307
	Iteration 27Q: 3 clusters Score -9557191 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72745 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9557268.000000 Penalty: 3644.289307
	Iteration 28Q: 3 clusters Score -9557268 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9557331.000000 Penalty: 3644.289307
	Iteration 29Q: 3 clusters Score -9557331 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9557383.000000 Penalty: 3644.289307
	Iteration 30Q: 3 clusters Score -9557383 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9557425.000000 Penalty: 3644.289307
	Iteration 31Q: 3 clusters Score -9557425 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9557481.000000 Penalty: 3644.289307
	Iteration 32Q: 3 clusters Score -9557481 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9557517.000000 Penalty: 3644.289307
	Iteration 33Q: 3 clusters Score -9557517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9557553.000000 Penalty: 3644.289307
	Iteration 34Q: 3 clusters Score -9557553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9557572.000000 Penalty: 3644.289307
	Iteration 35Q: 3 clusters Score -9557572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9557590.000000 Penalty: 3644.289307
	Iteration 36Q: 3 clusters Score -9557590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9557597.000000 Penalty: 3644.289307
	Iteration 37Q: 3 clusters Score -9557597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9557604.000000 Penalty: 3644.289307
	Iteration 38Q: 3 clusters Score -9557604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9557607.000000 Penalty: 3644.289307
	Iteration 39Q: 3 clusters Score -9557607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9557615.000000 Penalty: 3644.289307
	Iteration 40F: 3 clusters Score -9557615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9557618.000000 Penalty: 3644.289307
	Iteration 41Q: 3 clusters Score -9557618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9557628.000000 Penalty: 3644.289307
	Iteration 42Q: 3 clusters Score -9557628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9557630.000000 Penalty: 3644.289307
	Iteration 43Q: 3 clusters Score -9557630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9557642.000000 Penalty: 3644.289307
	Iteration 44Q: 3 clusters Score -9557642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9557676.000000 Penalty: 3644.289307
	Iteration 45Q: 3 clusters Score -9557676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9557676.000000 Penalty: 3644.289307
	Iteration 46Q: 3 clusters Score -9557676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9557675.000000 Penalty: 3644.289307
	Iteration 47Q: 3 clusters Score -9557675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9557687.000000 Penalty: 3644.289307
	Iteration 48Q: 3 clusters Score -9557687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9557686.000000 Penalty: 3644.289307
	Iteration 49Q: 3 clusters Score -9557686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9557696.000000 Penalty: 3644.289307
	Iteration 50Q: 3 clusters Score -9557696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9557702.000000 Penalty: 3644.289307
	Iteration 51Q: 3 clusters Score -9557702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9557701.000000 Penalty: 3644.289307
	Iteration 52Q: 3 clusters Score -9557701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9557704.000000 Penalty: 3644.289307
	Iteration 53Q: 3 clusters Score -9557704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9557699.000000 Penalty: 3644.289307
	Iteration 54Q: 3 clusters Score -9557699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9557705.000000 Penalty: 3644.289307
	Iteration 55Q: 3 clusters Score -9557705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9557709.000000 Penalty: 3644.289307
	Iteration 56Q: 3 clusters Score -9557709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9557714.000000 Penalty: 3644.289307
	Iteration 57Q: 3 clusters Score -9557714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9557714.000000 Penalty: 3644.289307
	Iteration 58Q: 3 clusters Score -9557714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9557714.000000 Penalty: 3644.289307
	Iteration 59Q: 3 clusters Score -9557714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9557707.000000 Penalty: 3644.289307
	Iteration 60F: 3 clusters Score -9557707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9557706.000000 Penalty: 3644.289307
	Iteration 61Q: 3 clusters Score -9557706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9557701.000000 Penalty: 3644.289307
	Iteration 62Q: 3 clusters Score -9557701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9557705.000000 Penalty: 3644.289307
	Iteration 63Q: 3 clusters Score -9557705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9557703.000000 Penalty: 3644.289307
	Iteration 64Q: 3 clusters Score -9557703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9557703.000000 Penalty: 3644.289307
	Iteration 65Q: 3 clusters Score -9557703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9557703.000000 Penalty: 3644.289307
	Iteration 66F: 3 clusters Score -9557703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -11202.122070 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -11202.12 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 119 members 
Entering Unmasked Estep 
Score: -10547.840820 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -10547.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10931.295898 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -10931.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11132.485352 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -11132.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11205.583984 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -11205.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11216.530273 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -11216.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11216.530273 Penalty: 1787.908936
	Iteration 5F: 3 clusters Score -11216.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 92006 members 
Mstep: Class 4 contains 10675 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33915 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64946 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77209 members 
Mstep: Class 15 contains 74102 members 
Mstep: Class 16 contains 77 members 
Mstep: Class 17 contains 168 members 
Mstep: Class 18 contains 49221 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45749 members 
Entering Unmasked Estep 
Score: -69532264.000000 Penalty: 42966.859375
Splitting cluster 16 changes total score from -69533520.000000 to -69532264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (49221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Entering Unmasked Estep 
Score: -6332592.500000 Penalty: 1755.662231
	Iteration 0F: 2 clusters Score -6332592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -6299682.000000 Penalty: 3511.324463
	Iteration 0F: 3 clusters Score -6299682 nChanged 23286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -6312540.000000 Penalty: 3511.324463
	Iteration 1F: 3 clusters Score -6312540 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -6313014.000000 Penalty: 3511.324463
	Iteration 2Q: 3 clusters Score -6313014 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -6313598.000000 Penalty: 3511.324463
	Iteration 3Q: 3 clusters Score -6313598 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -6314554.500000 Penalty: 3511.324463
	Iteration 4Q: 3 clusters Score -6314554 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -6316154.500000 Penalty: 3511.324463
	Iteration 5F: 3 clusters Score -6316154 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -6318600.000000 Penalty: 3511.324463
	Iteration 6F: 3 clusters Score -6318600 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -6321844.500000 Penalty: 3511.324463
	Iteration 7F: 3 clusters Score -6321844 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -6325173.500000 Penalty: 3511.324463
	Iteration 8F: 3 clusters Score -6325174 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -6327818.000000 Penalty: 3511.324463
	Iteration 9F: 3 clusters Score -6327818 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6329383.500000 Penalty: 3511.324463
	Iteration 10Q: 3 clusters Score -6329384 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6330135.000000 Penalty: 3511.324463
	Iteration 11Q: 3 clusters Score -6330135 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6330573.500000 Penalty: 3511.324463
	Iteration 12Q: 3 clusters Score -6330574 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6330859.500000 Penalty: 3511.324463
	Iteration 13Q: 3 clusters Score -6330860 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6330979.500000 Penalty: 3511.324463
	Iteration 14Q: 3 clusters Score -6330980 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6331070.000000 Penalty: 3511.324463
	Iteration 15Q: 3 clusters Score -6331070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6331131.500000 Penalty: 3511.324463
	Iteration 16Q: 3 clusters Score -6331132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6331149.000000 Penalty: 3511.324463
	Iteration 17Q: 3 clusters Score -6331149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6331153.500000 Penalty: 3511.324463
	Iteration 18Q: 3 clusters Score -6331154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6331152.500000 Penalty: 3511.324463
	Iteration 19Q: 3 clusters Score -6331152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6331158.000000 Penalty: 3511.324463
	Iteration 20F: 3 clusters Score -6331158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6331165.500000 Penalty: 3511.324463
	Iteration 21Q: 3 clusters Score -6331166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6331169.500000 Penalty: 3511.324463
	Iteration 22Q: 3 clusters Score -6331170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6331173.000000 Penalty: 3511.324463
	Iteration 23Q: 3 clusters Score -6331173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6331176.000000 Penalty: 3511.324463
	Iteration 24Q: 3 clusters Score -6331176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6331172.000000 Penalty: 3511.324463
	Iteration 25Q: 3 clusters Score -6331172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6331173.500000 Penalty: 3511.324463
	Iteration 26Q: 3 clusters Score -6331174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6331177.500000 Penalty: 3511.324463
	Iteration 27Q: 3 clusters Score -6331178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6331174.500000 Penalty: 3511.324463
	Iteration 28Q: 3 clusters Score -6331174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6331177.000000 Penalty: 3511.324463
	Iteration 29Q: 3 clusters Score -6331177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6331176.000000 Penalty: 3511.324463
	Iteration 30Q: 3 clusters Score -6331176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6331183.000000 Penalty: 3511.324463
	Iteration 31Q: 3 clusters Score -6331183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6331179.000000 Penalty: 3511.324463
	Iteration 32Q: 3 clusters Score -6331179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6331179.000000 Penalty: 3511.324463
	Iteration 33F: 3 clusters Score -6331179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -305081.906250 Penalty: 1266.323853
	Iteration 0F: 2 clusters Score -305081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -302709.656250 Penalty: 2532.647705
	Iteration 0F: 3 clusters Score -302709.7 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303209.593750 Penalty: 2532.647705
	Iteration 1F: 3 clusters Score -303209.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -303312.531250 Penalty: 2532.647705
	Iteration 2F: 3 clusters Score -303312.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -303373.937500 Penalty: 2532.647705
	Iteration 3Q: 3 clusters Score -303373.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -303412.343750 Penalty: 2532.647705
	Iteration 4Q: 3 clusters Score -303412.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303424.875000 Penalty: 2532.647705
	Iteration 5Q: 3 clusters Score -303424.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -303437.531250 Penalty: 2532.647705
	Iteration 6Q: 3 clusters Score -303437.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303452.312500 Penalty: 2532.647705
	Iteration 7Q: 3 clusters Score -303452.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -303464.312500 Penalty: 2532.647705
	Iteration 8Q: 3 clusters Score -303464.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -303482.125000 Penalty: 2532.647705
	Iteration 9Q: 3 clusters Score -303482.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -303499.312500 Penalty: 2532.647705
	Iteration 10Q: 3 clusters Score -303499.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -303515.656250 Penalty: 2532.647705
	Iteration 11Q: 3 clusters Score -303515.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -303533.718750 Penalty: 2532.647705
	Iteration 12Q: 3 clusters Score -303533.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -303544.125000 Penalty: 2532.647705
	Iteration 13Q: 3 clusters Score -303544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -303550.625000 Penalty: 2532.647705
	Iteration 14Q: 3 clusters Score -303550.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -303556.250000 Penalty: 2532.647705
	Iteration 15Q: 3 clusters Score -303556.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -303562.125000 Penalty: 2532.647705
	Iteration 16Q: 3 clusters Score -303562.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -303564.593750 Penalty: 2532.647705
	Iteration 17Q: 3 clusters Score -303564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -303565.718750 Penalty: 2532.647705
	Iteration 18Q: 3 clusters Score -303565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -303567.875000 Penalty: 2532.647705
	Iteration 19Q: 3 clusters Score -303567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -303568.562500 Penalty: 2532.647705
	Iteration 20F: 3 clusters Score -303568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -303569.125000 Penalty: 2532.647705
	Iteration 21Q: 3 clusters Score -303569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -303570.625000 Penalty: 2532.647705
	Iteration 22Q: 3 clusters Score -303570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -303572.968750 Penalty: 2532.647705
	Iteration 23Q: 3 clusters Score -303573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -303574.468750 Penalty: 2532.647705
	Iteration 24Q: 3 clusters Score -303574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -303575.437500 Penalty: 2532.647705
	Iteration 25Q: 3 clusters Score -303575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -303577.625000 Penalty: 2532.647705
	Iteration 26Q: 3 clusters Score -303577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -303578.468750 Penalty: 2532.647705
	Iteration 27Q: 3 clusters Score -303578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -303579.625000 Penalty: 2532.647705
	Iteration 28Q: 3 clusters Score -303579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -303580.687500 Penalty: 2532.647705
	Iteration 29Q: 3 clusters Score -303580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -303581.218750 Penalty: 2532.647705
	Iteration 30Q: 3 clusters Score -303581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -303582.218750 Penalty: 2532.647705
	Iteration 31Q: 3 clusters Score -303582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -303583.531250 Penalty: 2532.647705
	Iteration 32Q: 3 clusters Score -303583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -303585.031250 Penalty: 2532.647705
	Iteration 33Q: 3 clusters Score -303585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303587.375000 Penalty: 2532.647705
	Iteration 34Q: 3 clusters Score -303587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -303588.312500 Penalty: 2532.647705
	Iteration 35Q: 3 clusters Score -303588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303587.625000 Penalty: 2532.647705
	Iteration 36Q: 3 clusters Score -303587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -303588.375000 Penalty: 2532.647705
	Iteration 37Q: 3 clusters Score -303588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -303588.906250 Penalty: 2532.647705
	Iteration 38Q: 3 clusters Score -303588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -303589.281250 Penalty: 2532.647705
	Iteration 39Q: 3 clusters Score -303589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -303590.343750 Penalty: 2532.647705
	Iteration 40F: 3 clusters Score -303590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -303590.875000 Penalty: 2532.647705
	Iteration 41Q: 3 clusters Score -303590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -303591.812500 Penalty: 2532.647705
	Iteration 42Q: 3 clusters Score -303591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -303591.812500 Penalty: 2532.647705
	Iteration 43F: 3 clusters Score -303591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Entering Unmasked Estep 
Score: -5882821.500000 Penalty: 1743.775391
	Iteration 0F: 2 clusters Score -5882822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -5852174.000000 Penalty: 3487.550781
	Iteration 0F: 3 clusters Score -5852174 nChanged 21497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -5864589.500000 Penalty: 3487.550781
	Iteration 1F: 3 clusters Score -5864590 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -5865272.500000 Penalty: 3487.550781
	Iteration 2Q: 3 clusters Score -5865272 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -5866037.000000 Penalty: 3487.550781
	Iteration 3Q: 3 clusters Score -5866037 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -5867014.500000 Penalty: 3487.550781
	Iteration 4Q: 3 clusters Score -5867014 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5868318.000000 Penalty: 3487.550781
	Iteration 5Q: 3 clusters Score -5868318 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -5869971.500000 Penalty: 3487.550781
	Iteration 6F: 3 clusters Score -5869972 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -5871878.000000 Penalty: 3487.550781
	Iteration 7F: 3 clusters Score -5871878 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -5873587.500000 Penalty: 3487.550781
	Iteration 8F: 3 clusters Score -5873588 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -5874545.500000 Penalty: 3487.550781
	Iteration 9Q: 3 clusters Score -5874546 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -5874977.500000 Penalty: 3487.550781
	Iteration 10Q: 3 clusters Score -5874978 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -5875136.500000 Penalty: 3487.550781
	Iteration 11Q: 3 clusters Score -5875136 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -5875253.000000 Penalty: 3487.550781
	Iteration 12Q: 3 clusters Score -5875253 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -5875328.500000 Penalty: 3487.550781
	Iteration 13Q: 3 clusters Score -5875328 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -5875414.500000 Penalty: 3487.550781
	Iteration 14Q: 3 clusters Score -5875414 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -5875496.500000 Penalty: 3487.550781
	Iteration 15Q: 3 clusters Score -5875496 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -5875585.500000 Penalty: 3487.550781
	Iteration 16Q: 3 clusters Score -5875586 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -5875649.500000 Penalty: 3487.550781
	Iteration 17Q: 3 clusters Score -5875650 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -5875729.000000 Penalty: 3487.550781
	Iteration 18Q: 3 clusters Score -5875729 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -5875820.000000 Penalty: 3487.550781
	Iteration 19Q: 3 clusters Score -5875820 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -5875896.500000 Penalty: 3487.550781
	Iteration 20F: 3 clusters Score -5875896 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -5876016.500000 Penalty: 3487.550781
	Iteration 21Q: 3 clusters Score -5876016 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -5876119.000000 Penalty: 3487.550781
	Iteration 22Q: 3 clusters Score -5876119 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5876248.000000 Penalty: 3487.550781
	Iteration 23Q: 3 clusters Score -5876248 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -5876347.000000 Penalty: 3487.550781
	Iteration 24Q: 3 clusters Score -5876347 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5876473.000000 Penalty: 3487.550781
	Iteration 25Q: 3 clusters Score -5876473 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -5876603.000000 Penalty: 3487.550781
	Iteration 26Q: 3 clusters Score -5876603 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -5876673.500000 Penalty: 3487.550781
	Iteration 27Q: 3 clusters Score -5876674 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -5876815.500000 Penalty: 3487.550781
	Iteration 28Q: 3 clusters Score -5876816 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -5876911.000000 Penalty: 3487.550781
	Iteration 29Q: 3 clusters Score -5876911 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5877001.500000 Penalty: 3487.550781
	Iteration 30Q: 3 clusters Score -5877002 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -5877110.500000 Penalty: 3487.550781
	Iteration 31Q: 3 clusters Score -5877110 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5877181.500000 Penalty: 3487.550781
	Iteration 32Q: 3 clusters Score -5877182 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5877266.500000 Penalty: 3487.550781
	Iteration 33Q: 3 clusters Score -5877266 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5877384.000000 Penalty: 3487.550781
	Iteration 34Q: 3 clusters Score -5877384 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -5877510.000000 Penalty: 3487.550781
	Iteration 35Q: 3 clusters Score -5877510 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -5877641.000000 Penalty: 3487.550781
	Iteration 36Q: 3 clusters Score -5877641 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -5877769.500000 Penalty: 3487.550781
	Iteration 37Q: 3 clusters Score -5877770 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -5877907.500000 Penalty: 3487.550781
	Iteration 38Q: 3 clusters Score -5877908 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -5878039.000000 Penalty: 3487.550781
	Iteration 39Q: 3 clusters Score -5878039 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -5878220.500000 Penalty: 3487.550781
	Iteration 40F: 3 clusters Score -5878220 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -5878378.000000 Penalty: 3487.550781
	Iteration 41Q: 3 clusters Score -5878378 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -5878557.000000 Penalty: 3487.550781
	Iteration 42Q: 3 clusters Score -5878557 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -5878745.000000 Penalty: 3487.550781
	Iteration 43Q: 3 clusters Score -5878745 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -5878946.500000 Penalty: 3487.550781
	Iteration 44Q: 3 clusters Score -5878946 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -5879165.500000 Penalty: 3487.550781
	Iteration 45Q: 3 clusters Score -5879166 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -5879377.000000 Penalty: 3487.550781
	Iteration 46Q: 3 clusters Score -5879377 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -5879565.500000 Penalty: 3487.550781
	Iteration 47Q: 3 clusters Score -5879566 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -5879750.000000 Penalty: 3487.550781
	Iteration 48Q: 3 clusters Score -5879750 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5879934.000000 Penalty: 3487.550781
	Iteration 49Q: 3 clusters Score -5879934 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -5880111.000000 Penalty: 3487.550781
	Iteration 50Q: 3 clusters Score -5880111 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5880252.000000 Penalty: 3487.550781
	Iteration 51Q: 3 clusters Score -5880252 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5880380.000000 Penalty: 3487.550781
	Iteration 52Q: 3 clusters Score -5880380 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5880497.000000 Penalty: 3487.550781
	Iteration 53Q: 3 clusters Score -5880497 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5880642.000000 Penalty: 3487.550781
	Iteration 54Q: 3 clusters Score -5880642 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5880763.500000 Penalty: 3487.550781
	Iteration 55Q: 3 clusters Score -5880764 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5880856.500000 Penalty: 3487.550781
	Iteration 56Q: 3 clusters Score -5880856 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5880934.500000 Penalty: 3487.550781
	Iteration 57Q: 3 clusters Score -5880934 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5880996.000000 Penalty: 3487.550781
	Iteration 58Q: 3 clusters Score -5880996 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5881034.000000 Penalty: 3487.550781
	Iteration 59Q: 3 clusters Score -5881034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5881082.000000 Penalty: 3487.550781
	Iteration 60F: 3 clusters Score -5881082 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5881121.500000 Penalty: 3487.550781
	Iteration 61Q: 3 clusters Score -5881122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5881165.500000 Penalty: 3487.550781
	Iteration 62Q: 3 clusters Score -5881166 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5881204.000000 Penalty: 3487.550781
	Iteration 63Q: 3 clusters Score -5881204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5881225.500000 Penalty: 3487.550781
	Iteration 64Q: 3 clusters Score -5881226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5881248.000000 Penalty: 3487.550781
	Iteration 65Q: 3 clusters Score -5881248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5881258.000000 Penalty: 3487.550781
	Iteration 66Q: 3 clusters Score -5881258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5881274.000000 Penalty: 3487.550781
	Iteration 67Q: 3 clusters Score -5881274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5881286.000000 Penalty: 3487.550781
	Iteration 68Q: 3 clusters Score -5881286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5881299.000000 Penalty: 3487.550781
	Iteration 69Q: 3 clusters Score -5881299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5881316.000000 Penalty: 3487.550781
	Iteration 70Q: 3 clusters Score -5881316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5881325.000000 Penalty: 3487.550781
	Iteration 71Q: 3 clusters Score -5881325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5881338.000000 Penalty: 3487.550781
	Iteration 72Q: 3 clusters Score -5881338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5881343.500000 Penalty: 3487.550781
	Iteration 73Q: 3 clusters Score -5881344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5881343.500000 Penalty: 3487.550781
	Iteration 74Q: 3 clusters Score -5881344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5881346.500000 Penalty: 3487.550781
	Iteration 75Q: 3 clusters Score -5881346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5881360.000000 Penalty: 3487.550781
	Iteration 76Q: 3 clusters Score -5881360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5881364.000000 Penalty: 3487.550781
	Iteration 77Q: 3 clusters Score -5881364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5881365.000000 Penalty: 3487.550781
	Iteration 78Q: 3 clusters Score -5881365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5881370.000000 Penalty: 3487.550781
	Iteration 79Q: 3 clusters Score -5881370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5881377.000000 Penalty: 3487.550781
	Iteration 80F: 3 clusters Score -5881377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5881389.500000 Penalty: 3487.550781
	Iteration 81Q: 3 clusters Score -5881390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5881387.000000 Penalty: 3487.550781
	Iteration 82Q: 3 clusters Score -5881387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5881398.500000 Penalty: 3487.550781
	Iteration 83Q: 3 clusters Score -5881398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5881410.500000 Penalty: 3487.550781
	Iteration 84Q: 3 clusters Score -5881410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5881415.000000 Penalty: 3487.550781
	Iteration 85Q: 3 clusters Score -5881415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5881412.500000 Penalty: 3487.550781
	Iteration 86Q: 3 clusters Score -5881412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5881424.500000 Penalty: 3487.550781
	Iteration 87Q: 3 clusters Score -5881424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5881431.000000 Penalty: 3487.550781
	Iteration 88Q: 3 clusters Score -5881431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5881430.500000 Penalty: 3487.550781
	Iteration 89Q: 3 clusters Score -5881430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5881433.500000 Penalty: 3487.550781
	Iteration 90Q: 3 clusters Score -5881434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5881439.500000 Penalty: 3487.550781
	Iteration 91Q: 3 clusters Score -5881440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5881440.000000 Penalty: 3487.550781
	Iteration 92Q: 3 clusters Score -5881440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5881436.500000 Penalty: 3487.550781
	Iteration 93Q: 3 clusters Score -5881436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5881434.000000 Penalty: 3487.550781
	Iteration 94Q: 3 clusters Score -5881434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5881444.000000 Penalty: 3487.550781
	Iteration 95Q: 3 clusters Score -5881444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5881444.500000 Penalty: 3487.550781
	Iteration 96Q: 3 clusters Score -5881444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5881443.500000 Penalty: 3487.550781
	Iteration 97Q: 3 clusters Score -5881444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5881449.000000 Penalty: 3487.550781
	Iteration 98Q: 3 clusters Score -5881449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5881448.500000 Penalty: 3487.550781
	Iteration 99Q: 3 clusters Score -5881448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5881448.500000 Penalty: 3487.550781
	Iteration 100F: 3 clusters Score -5881448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 92006 members 
Mstep: Class 4 contains 10675 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33915 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 64946 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77209 members 
Mstep: Class 15 contains 74102 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49221 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533480.000000 Penalty: 40818.515625
Iteration 279Q: 20 clusters Score -6.953348e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 91990 members 
Mstep: Class 4 contains 10679 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33897 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 65004 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77215 members 
Mstep: Class 15 contains 74098 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49226 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533512.000000 Penalty: 40818.515625
Iteration 280F: 20 clusters Score -6.953351e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 10713 members 
Mstep: Class 3 contains 91988 members 
Mstep: Class 4 contains 10686 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33882 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 65065 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 77214 members 
Mstep: Class 15 contains 74083 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49228 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533528.000000 Penalty: 40818.515625
Iteration 281Q: 20 clusters Score -6.953353e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 91981 members 
Mstep: Class 4 contains 10689 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33868 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 65139 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 77211 members 
Mstep: Class 15 contains 74071 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49230 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 45618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533528.000000 Penalty: 40818.515625
Iteration 282Q: 20 clusters Score -6.953353e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 91970 members 
Mstep: Class 4 contains 10690 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33848 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 65214 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 77216 members 
Mstep: Class 15 contains 74058 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49233 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533440.000000 Penalty: 40818.515625
Iteration 283Q: 20 clusters Score -6.953344e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 91966 members 
Mstep: Class 4 contains 10694 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33826 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 65289 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 77217 members 
Mstep: Class 15 contains 74049 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49236 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533528.000000 Penalty: 40818.515625
Iteration 284Q: 20 clusters Score -6.953353e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 91961 members 
Mstep: Class 4 contains 10697 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33811 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 65354 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 77218 members 
Mstep: Class 15 contains 74051 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49241 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 40818.515625
Iteration 285Q: 20 clusters Score -6.953349e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 91951 members 
Mstep: Class 4 contains 10698 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33797 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 65423 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 77219 members 
Mstep: Class 15 contains 74053 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49240 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533560.000000 Penalty: 40818.515625
Iteration 286Q: 20 clusters Score -6.953356e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 91934 members 
Mstep: Class 4 contains 10699 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33785 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 65501 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 77216 members 
Mstep: Class 15 contains 74050 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49239 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533600.000000 Penalty: 40818.515625
Iteration 287Q: 20 clusters Score -6.95336e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 10713 members 
Mstep: Class 3 contains 91906 members 
Mstep: Class 4 contains 10699 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33769 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 65582 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 77210 members 
Mstep: Class 15 contains 74047 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49240 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533536.000000 Penalty: 40818.515625
Iteration 288Q: 20 clusters Score -6.953354e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 10713 members 
Mstep: Class 3 contains 91907 members 
Mstep: Class 4 contains 10698 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33746 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 65650 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 77207 members 
Mstep: Class 15 contains 74042 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49239 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533608.000000 Penalty: 40818.515625
Iteration 289Q: 20 clusters Score -6.953361e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80152 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 91905 members 
Mstep: Class 4 contains 10699 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33730 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 65714 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 77206 members 
Mstep: Class 15 contains 74038 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49241 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533552.000000 Penalty: 40818.515625
Iteration 290Q: 20 clusters Score -6.953355e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 91905 members 
Mstep: Class 4 contains 10698 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 65774 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 77208 members 
Mstep: Class 15 contains 74034 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49242 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533656.000000 Penalty: 40818.515625
Iteration 291Q: 20 clusters Score -6.953366e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 91904 members 
Mstep: Class 4 contains 10697 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33683 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 65828 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77215 members 
Mstep: Class 15 contains 74035 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49241 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533696.000000 Penalty: 40818.515625
Iteration 292Q: 20 clusters Score -6.95337e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 91918 members 
Mstep: Class 4 contains 10701 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33651 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 65878 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77214 members 
Mstep: Class 15 contains 74028 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49239 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533608.000000 Penalty: 40818.515625
Iteration 293Q: 20 clusters Score -6.953361e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 91923 members 
Mstep: Class 4 contains 10701 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33637 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 65931 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77216 members 
Mstep: Class 15 contains 74028 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49236 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533616.000000 Penalty: 40818.515625
Iteration 294Q: 20 clusters Score -6.953362e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80191 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 91946 members 
Mstep: Class 4 contains 10701 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33620 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 65986 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 77211 members 
Mstep: Class 15 contains 74024 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49237 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 45000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533616.000000 Penalty: 40818.515625
Iteration 295Q: 20 clusters Score -6.953362e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 91950 members 
Mstep: Class 4 contains 10702 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33608 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66044 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 77207 members 
Mstep: Class 15 contains 74026 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49237 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533624.000000 Penalty: 40818.515625
Iteration 296Q: 20 clusters Score -6.953362e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 91934 members 
Mstep: Class 4 contains 10705 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33594 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66102 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77205 members 
Mstep: Class 15 contains 74027 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49235 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 40818.515625
Iteration 297Q: 20 clusters Score -6.953358e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 91927 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33581 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66157 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 77198 members 
Mstep: Class 15 contains 74034 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49233 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533608.000000 Penalty: 40818.515625
Iteration 298Q: 20 clusters Score -6.953361e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 91933 members 
Mstep: Class 4 contains 10707 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33573 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66200 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77200 members 
Mstep: Class 15 contains 74036 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49233 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533560.000000 Penalty: 40818.515625
Iteration 299Q: 20 clusters Score -6.953356e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 91926 members 
Mstep: Class 4 contains 10707 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33564 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66258 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 77194 members 
Mstep: Class 15 contains 74033 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49234 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 40818.515625
Iteration 300F: 20 clusters Score -6.953358e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80256 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 91927 members 
Mstep: Class 4 contains 10707 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33554 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66323 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 77195 members 
Mstep: Class 15 contains 74032 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49235 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533664.000000 Penalty: 40818.515625
Iteration 301Q: 20 clusters Score -6.953366e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 91918 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33546 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66399 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77199 members 
Mstep: Class 15 contains 74025 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49236 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44641 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 20 clusters Score -6.953364e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 91897 members 
Mstep: Class 4 contains 10705 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33532 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66485 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6968 members 
Mstep: Class 14 contains 77206 members 
Mstep: Class 15 contains 74021 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49239 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44583 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 303Q: 20 clusters Score -6.953366e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 10681 members 
Mstep: Class 3 contains 91879 members 
Mstep: Class 4 contains 10704 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33516 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66586 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 77207 members 
Mstep: Class 15 contains 74018 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49241 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44515 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 304Q: 20 clusters Score -6.953371e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 10680 members 
Mstep: Class 3 contains 91865 members 
Mstep: Class 4 contains 10705 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33499 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66680 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 77205 members 
Mstep: Class 15 contains 74021 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49247 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44440 members 
Entering Unmasked Estep 
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Iteration 305Q: 20 clusters Score -6.953363e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 91856 members 
Mstep: Class 4 contains 10705 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33481 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66775 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6971 members 
Mstep: Class 14 contains 77200 members 
Mstep: Class 15 contains 74031 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49260 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44357 members 
Entering Unmasked Estep 
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Iteration 306Q: 20 clusters Score -6.953366e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 10677 members 
Mstep: Class 3 contains 91859 members 
Mstep: Class 4 contains 10707 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33462 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 66880 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6971 members 
Mstep: Class 14 contains 77200 members 
Mstep: Class 15 contains 74033 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49263 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 44267 members 
Entering Unmasked Estep 
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Iteration 307Q: 20 clusters Score -6.953369e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 91856 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33434 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 66984 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 77207 members 
Mstep: Class 15 contains 74037 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49269 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 44177 members 
Entering Unmasked Estep 
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Iteration 308Q: 20 clusters Score -6.953365e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 10672 members 
Mstep: Class 3 contains 91859 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33404 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 67096 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 77212 members 
Mstep: Class 15 contains 74033 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49278 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 44079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 40818.515625
Iteration 309Q: 20 clusters Score -6.953358e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 91852 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33374 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 67217 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77216 members 
Mstep: Class 15 contains 74035 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49285 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 43972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533672.000000 Penalty: 40818.515625
Iteration 310Q: 20 clusters Score -6.953367e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 91836 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33346 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 67330 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 77230 members 
Mstep: Class 15 contains 74037 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49297 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 43862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533680.000000 Penalty: 40818.515625
Iteration 311Q: 20 clusters Score -6.953368e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 91824 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33315 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 67446 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77240 members 
Mstep: Class 15 contains 74035 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49308 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 43752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533672.000000 Penalty: 40818.515625
Iteration 312Q: 20 clusters Score -6.953367e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 91806 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33277 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 67560 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77244 members 
Mstep: Class 15 contains 74032 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49322 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 43668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533656.000000 Penalty: 40818.515625
Iteration 313Q: 20 clusters Score -6.953366e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 10675 members 
Mstep: Class 3 contains 91791 members 
Mstep: Class 4 contains 10707 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33240 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 67677 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 77247 members 
Mstep: Class 15 contains 74031 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49332 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 43572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533704.000000 Penalty: 40818.515625
Iteration 314Q: 20 clusters Score -6.95337e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 10678 members 
Mstep: Class 3 contains 91789 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33203 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 67785 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 77251 members 
Mstep: Class 15 contains 74033 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49337 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 43470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533720.000000 Penalty: 40818.515625
Iteration 315Q: 20 clusters Score -6.953372e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 91796 members 
Mstep: Class 4 contains 10708 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33166 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 67894 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77245 members 
Mstep: Class 15 contains 74049 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49342 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 43347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533808.000000 Penalty: 40818.515625
Iteration 316Q: 20 clusters Score -6.953381e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 10686 members 
Mstep: Class 3 contains 91785 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33140 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 67995 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 77244 members 
Mstep: Class 15 contains 74069 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49350 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 43233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533688.000000 Penalty: 40818.515625
Iteration 317Q: 20 clusters Score -6.953369e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 91768 members 
Mstep: Class 4 contains 10705 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33111 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 68093 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 77246 members 
Mstep: Class 15 contains 74085 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49355 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 43133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533664.000000 Penalty: 40818.515625
Iteration 318Q: 20 clusters Score -6.953366e+07 nChanged 271
Entering ConstructFrom: 
Score: -69533664.000000 Penalty: 40818.515625
Entering ConstructFrom: 
Trying to split cluster 1 (80453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Entering Unmasked Estep 
Score: -10343873.000000 Penalty: 1835.507080
	Iteration 0F: 2 clusters Score -1.034387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -10291273.000000 Penalty: 3671.014160
	Iteration 0F: 3 clusters Score -1.029127e+07 nChanged 38364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -10313251.000000 Penalty: 3671.014160
	Iteration 1F: 3 clusters Score -1.031325e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -10313978.000000 Penalty: 3671.014160
	Iteration 2Q: 3 clusters Score -1.031398e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -10315175.000000 Penalty: 3671.014160
	Iteration 3Q: 3 clusters Score -1.031518e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -10316882.000000 Penalty: 3671.014160
	Iteration 4Q: 3 clusters Score -1.031688e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -10319376.000000 Penalty: 3671.014160
	Iteration 5F: 3 clusters Score -1.031938e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -10322775.000000 Penalty: 3671.014160
	Iteration 6F: 3 clusters Score -1.032278e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -10326990.000000 Penalty: 3671.014160
	Iteration 7F: 3 clusters Score -1.032699e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -10331236.000000 Penalty: 3671.014160
	Iteration 8F: 3 clusters Score -1.033124e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -10333929.000000 Penalty: 3671.014160
	Iteration 9F: 3 clusters Score -1.033393e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -10335186.000000 Penalty: 3671.014160
	Iteration 10Q: 3 clusters Score -1.033519e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -10335870.000000 Penalty: 3671.014160
	Iteration 11Q: 3 clusters Score -1.033587e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -10336353.000000 Penalty: 3671.014160
	Iteration 12Q: 3 clusters Score -1.033635e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -10336723.000000 Penalty: 3671.014160
	Iteration 13Q: 3 clusters Score -1.033672e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -10337129.000000 Penalty: 3671.014160
	Iteration 14Q: 3 clusters Score -1.033713e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -10337528.000000 Penalty: 3671.014160
	Iteration 15Q: 3 clusters Score -1.033753e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -10337764.000000 Penalty: 3671.014160
	Iteration 16Q: 3 clusters Score -1.033776e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -10338025.000000 Penalty: 3671.014160
	Iteration 17Q: 3 clusters Score -1.033802e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -10338227.000000 Penalty: 3671.014160
	Iteration 18Q: 3 clusters Score -1.033823e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -10338409.000000 Penalty: 3671.014160
	Iteration 19Q: 3 clusters Score -1.033841e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -10338549.000000 Penalty: 3671.014160
	Iteration 20F: 3 clusters Score -1.033855e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -10338684.000000 Penalty: 3671.014160
	Iteration 21Q: 3 clusters Score -1.033868e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -10338862.000000 Penalty: 3671.014160
	Iteration 22Q: 3 clusters Score -1.033886e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -10339013.000000 Penalty: 3671.014160
	Iteration 23Q: 3 clusters Score -1.033901e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -10339220.000000 Penalty: 3671.014160
	Iteration 24Q: 3 clusters Score -1.033922e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 68115 members 
Entering Unmasked Estep 
Score: -10339394.000000 Penalty: 3671.014160
	Iteration 25Q: 3 clusters Score -1.033939e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -10339479.000000 Penalty: 3671.014160
	Iteration 26Q: 3 clusters Score -1.033948e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -10339584.000000 Penalty: 3671.014160
	Iteration 27Q: 3 clusters Score -1.033958e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 69526 members 
Entering Unmasked Estep 
Score: -10339659.000000 Penalty: 3671.014160
	Iteration 28Q: 3 clusters Score -1.033966e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -10339774.000000 Penalty: 3671.014160
	Iteration 29Q: 3 clusters Score -1.033977e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -10339872.000000 Penalty: 3671.014160
	Iteration 30Q: 3 clusters Score -1.033987e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -10340001.000000 Penalty: 3671.014160
	Iteration 31Q: 3 clusters Score -1.034e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -10340143.000000 Penalty: 3671.014160
	Iteration 32Q: 3 clusters Score -1.034014e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -10340206.000000 Penalty: 3671.014160
	Iteration 33Q: 3 clusters Score -1.034021e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -10340349.000000 Penalty: 3671.014160
	Iteration 34Q: 3 clusters Score -1.034035e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -10340453.000000 Penalty: 3671.014160
	Iteration 35Q: 3 clusters Score -1.034045e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -10340575.000000 Penalty: 3671.014160
	Iteration 36Q: 3 clusters Score -1.034058e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -10340645.000000 Penalty: 3671.014160
	Iteration 37Q: 3 clusters Score -1.034064e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -10340749.000000 Penalty: 3671.014160
	Iteration 38Q: 3 clusters Score -1.034075e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -10340828.000000 Penalty: 3671.014160
	Iteration 39Q: 3 clusters Score -1.034083e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -10340906.000000 Penalty: 3671.014160
	Iteration 40F: 3 clusters Score -1.034091e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -10340979.000000 Penalty: 3671.014160
	Iteration 41Q: 3 clusters Score -1.034098e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -10341056.000000 Penalty: 3671.014160
	Iteration 42Q: 3 clusters Score -1.034106e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -10341161.000000 Penalty: 3671.014160
	Iteration 43Q: 3 clusters Score -1.034116e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -10341282.000000 Penalty: 3671.014160
	Iteration 44Q: 3 clusters Score -1.034128e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -10341375.000000 Penalty: 3671.014160
	Iteration 45Q: 3 clusters Score -1.034138e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -10341447.000000 Penalty: 3671.014160
	Iteration 46Q: 3 clusters Score -1.034145e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -10341538.000000 Penalty: 3671.014160
	Iteration 47Q: 3 clusters Score -1.034154e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -10341575.000000 Penalty: 3671.014160
	Iteration 48Q: 3 clusters Score -1.034158e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 77015 members 
Entering Unmasked Estep 
Score: -10341687.000000 Penalty: 3671.014160
	Iteration 49Q: 3 clusters Score -1.034169e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -10341772.000000 Penalty: 3671.014160
	Iteration 50Q: 3 clusters Score -1.034177e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -10341862.000000 Penalty: 3671.014160
	Iteration 51Q: 3 clusters Score -1.034186e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -10341915.000000 Penalty: 3671.014160
	Iteration 52Q: 3 clusters Score -1.034192e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -10341993.000000 Penalty: 3671.014160
	Iteration 53Q: 3 clusters Score -1.034199e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -10342076.000000 Penalty: 3671.014160
	Iteration 54Q: 3 clusters Score -1.034208e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -10342117.000000 Penalty: 3671.014160
	Iteration 55Q: 3 clusters Score -1.034212e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -10342166.000000 Penalty: 3671.014160
	Iteration 56Q: 3 clusters Score -1.034217e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -10342201.000000 Penalty: 3671.014160
	Iteration 57Q: 3 clusters Score -1.03422e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -10342241.000000 Penalty: 3671.014160
	Iteration 58Q: 3 clusters Score -1.034224e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -10342294.000000 Penalty: 3671.014160
	Iteration 59Q: 3 clusters Score -1.034229e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -10342316.000000 Penalty: 3671.014160
	Iteration 60F: 3 clusters Score -1.034232e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -10342347.000000 Penalty: 3671.014160
	Iteration 61Q: 3 clusters Score -1.034235e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -10342376.000000 Penalty: 3671.014160
	Iteration 62Q: 3 clusters Score -1.034238e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -10342408.000000 Penalty: 3671.014160
	Iteration 63Q: 3 clusters Score -1.034241e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -10342399.000000 Penalty: 3671.014160
	Iteration 64Q: 3 clusters Score -1.03424e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -10342410.000000 Penalty: 3671.014160
	Iteration 65Q: 3 clusters Score -1.034241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -10342400.000000 Penalty: 3671.014160
	Iteration 66Q: 3 clusters Score -1.03424e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -10342428.000000 Penalty: 3671.014160
	Iteration 67Q: 3 clusters Score -1.034243e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -10342437.000000 Penalty: 3671.014160
	Iteration 68Q: 3 clusters Score -1.034244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -10342454.000000 Penalty: 3671.014160
	Iteration 69Q: 3 clusters Score -1.034245e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -10342487.000000 Penalty: 3671.014160
	Iteration 70Q: 3 clusters Score -1.034249e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -10342522.000000 Penalty: 3671.014160
	Iteration 71Q: 3 clusters Score -1.034252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -10342532.000000 Penalty: 3671.014160
	Iteration 72Q: 3 clusters Score -1.034253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -10342539.000000 Penalty: 3671.014160
	Iteration 73Q: 3 clusters Score -1.034254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -10342552.000000 Penalty: 3671.014160
	Iteration 74Q: 3 clusters Score -1.034255e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -10342563.000000 Penalty: 3671.014160
	Iteration 75Q: 3 clusters Score -1.034256e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -10342581.000000 Penalty: 3671.014160
	Iteration 76Q: 3 clusters Score -1.034258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -10342562.000000 Penalty: 3671.014160
	Iteration 77Q: 3 clusters Score -1.034256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -10342571.000000 Penalty: 3671.014160
	Iteration 78Q: 3 clusters Score -1.034257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -10342574.000000 Penalty: 3671.014160
	Iteration 79Q: 3 clusters Score -1.034257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -10342586.000000 Penalty: 3671.014160
	Iteration 80F: 3 clusters Score -1.034259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -10342598.000000 Penalty: 3671.014160
	Iteration 81Q: 3 clusters Score -1.03426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 79264 members 
Entering Unmasked Estep 
Score: -10342601.000000 Penalty: 3671.014160
	Iteration 82Q: 3 clusters Score -1.03426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -10342598.000000 Penalty: 3671.014160
	Iteration 83Q: 3 clusters Score -1.03426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -10342600.000000 Penalty: 3671.014160
	Iteration 84Q: 3 clusters Score -1.03426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -10342601.000000 Penalty: 3671.014160
	Iteration 85Q: 3 clusters Score -1.03426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -10342604.000000 Penalty: 3671.014160
	Iteration 86Q: 3 clusters Score -1.03426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -10342603.000000 Penalty: 3671.014160
	Iteration 87Q: 3 clusters Score -1.03426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -10342609.000000 Penalty: 3671.014160
	Iteration 88Q: 3 clusters Score -1.034261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -10342612.000000 Penalty: 3671.014160
	Iteration 89Q: 3 clusters Score -1.034261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -10342603.000000 Penalty: 3671.014160
	Iteration 90Q: 3 clusters Score -1.03426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -10342609.000000 Penalty: 3671.014160
	Iteration 91Q: 3 clusters Score -1.034261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -10342610.000000 Penalty: 3671.014160
	Iteration 92Q: 3 clusters Score -1.034261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -10342610.000000 Penalty: 3671.014160
	Iteration 93Q: 3 clusters Score -1.034261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -10342610.000000 Penalty: 3671.014160
	Iteration 94F: 3 clusters Score -1.034261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Entering Unmasked Estep 
Score: -1350272.375000 Penalty: 1507.446899
	Iteration 0F: 2 clusters Score -1350272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1342593.750000 Penalty: 3014.893799
	Iteration 0F: 3 clusters Score -1342594 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1345007.875000 Penalty: 3014.893799
	Iteration 1F: 3 clusters Score -1345008 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1345228.750000 Penalty: 3014.893799
	Iteration 2F: 3 clusters Score -1345229 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1345425.500000 Penalty: 3014.893799
	Iteration 3F: 3 clusters Score -1345426 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1345543.375000 Penalty: 3014.893799
	Iteration 4Q: 3 clusters Score -1345543 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1345645.500000 Penalty: 3014.893799
	Iteration 5Q: 3 clusters Score -1345646 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1345745.625000 Penalty: 3014.893799
	Iteration 6Q: 3 clusters Score -1345746 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1345826.250000 Penalty: 3014.893799
	Iteration 7Q: 3 clusters Score -1345826 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1345900.875000 Penalty: 3014.893799
	Iteration 8Q: 3 clusters Score -1345901 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1345970.500000 Penalty: 3014.893799
	Iteration 9Q: 3 clusters Score -1345970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1346039.625000 Penalty: 3014.893799
	Iteration 10Q: 3 clusters Score -1346040 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1346129.500000 Penalty: 3014.893799
	Iteration 11Q: 3 clusters Score -1346130 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1346243.875000 Penalty: 3014.893799
	Iteration 12Q: 3 clusters Score -1346244 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1346395.125000 Penalty: 3014.893799
	Iteration 13Q: 3 clusters Score -1346395 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1346605.875000 Penalty: 3014.893799
	Iteration 14Q: 3 clusters Score -1346606 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1346887.375000 Penalty: 3014.893799
	Iteration 15Q: 3 clusters Score -1346887 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1347208.750000 Penalty: 3014.893799
	Iteration 16Q: 3 clusters Score -1347209 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1347586.750000 Penalty: 3014.893799
	Iteration 17Q: 3 clusters Score -1347587 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1347963.125000 Penalty: 3014.893799
	Iteration 18Q: 3 clusters Score -1347963 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1348266.750000 Penalty: 3014.893799
	Iteration 19Q: 3 clusters Score -1348267 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1348484.125000 Penalty: 3014.893799
	Iteration 20F: 3 clusters Score -1348484 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1348655.250000 Penalty: 3014.893799
	Iteration 21Q: 3 clusters Score -1348655 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1348780.250000 Penalty: 3014.893799
	Iteration 22Q: 3 clusters Score -1348780 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1348846.000000 Penalty: 3014.893799
	Iteration 23Q: 3 clusters Score -1348846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1348883.000000 Penalty: 3014.893799
	Iteration 24Q: 3 clusters Score -1348883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1348911.500000 Penalty: 3014.893799
	Iteration 25Q: 3 clusters Score -1348912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1348925.000000 Penalty: 3014.893799
	Iteration 26Q: 3 clusters Score -1348925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1348939.500000 Penalty: 3014.893799
	Iteration 27Q: 3 clusters Score -1348940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1348947.250000 Penalty: 3014.893799
	Iteration 28Q: 3 clusters Score -1348947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1348961.000000 Penalty: 3014.893799
	Iteration 29Q: 3 clusters Score -1348961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1348973.750000 Penalty: 3014.893799
	Iteration 30Q: 3 clusters Score -1348974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1348983.000000 Penalty: 3014.893799
	Iteration 31Q: 3 clusters Score -1348983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1348990.875000 Penalty: 3014.893799
	Iteration 32Q: 3 clusters Score -1348991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1348994.500000 Penalty: 3014.893799
	Iteration 33Q: 3 clusters Score -1348994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1348994.500000 Penalty: 3014.893799
	Iteration 34F: 3 clusters Score -1348994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Entering Unmasked Estep 
Score: -11775959.000000 Penalty: 1856.874634
	Iteration 0F: 2 clusters Score -1.177596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -11716043.000000 Penalty: 3713.749268
	Iteration 0F: 3 clusters Score -1.171604e+07 nChanged 43944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -11741109.000000 Penalty: 3713.749268
	Iteration 1F: 3 clusters Score -1.174111e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -11741725.000000 Penalty: 3713.749268
	Iteration 2Q: 3 clusters Score -1.174172e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -11742574.000000 Penalty: 3713.749268
	Iteration 3Q: 3 clusters Score -1.174257e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -11743366.000000 Penalty: 3713.749268
	Iteration 4Q: 3 clusters Score -1.174337e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -11744305.000000 Penalty: 3713.749268
	Iteration 5Q: 3 clusters Score -1.17443e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -11745764.000000 Penalty: 3713.749268
	Iteration 6Q: 3 clusters Score -1.174576e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -11747941.000000 Penalty: 3713.749268
	Iteration 7Q: 3 clusters Score -1.174794e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -11751425.000000 Penalty: 3713.749268
	Iteration 8F: 3 clusters Score -1.175142e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -11755306.000000 Penalty: 3713.749268
	Iteration 9F: 3 clusters Score -1.175531e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -11757798.000000 Penalty: 3713.749268
	Iteration 10F: 3 clusters Score -1.17578e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -11758600.000000 Penalty: 3713.749268
	Iteration 11Q: 3 clusters Score -1.17586e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -11758708.000000 Penalty: 3713.749268
	Iteration 12Q: 3 clusters Score -1.175871e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -11758825.000000 Penalty: 3713.749268
	Iteration 13Q: 3 clusters Score -1.175882e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -11758839.000000 Penalty: 3713.749268
	Iteration 14Q: 3 clusters Score -1.175884e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -11758869.000000 Penalty: 3713.749268
	Iteration 15Q: 3 clusters Score -1.175887e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -11758873.000000 Penalty: 3713.749268
	Iteration 16Q: 3 clusters Score -1.175887e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -11758923.000000 Penalty: 3713.749268
	Iteration 17Q: 3 clusters Score -1.175892e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -11758999.000000 Penalty: 3713.749268
	Iteration 18Q: 3 clusters Score -1.1759e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -11759071.000000 Penalty: 3713.749268
	Iteration 19Q: 3 clusters Score -1.175907e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -11759120.000000 Penalty: 3713.749268
	Iteration 20F: 3 clusters Score -1.175912e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -11759173.000000 Penalty: 3713.749268
	Iteration 21Q: 3 clusters Score -1.175917e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -11759242.000000 Penalty: 3713.749268
	Iteration 22Q: 3 clusters Score -1.175924e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -11759366.000000 Penalty: 3713.749268
	Iteration 23Q: 3 clusters Score -1.175937e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -11759536.000000 Penalty: 3713.749268
	Iteration 24Q: 3 clusters Score -1.175954e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -11759627.000000 Penalty: 3713.749268
	Iteration 25Q: 3 clusters Score -1.175963e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -11759724.000000 Penalty: 3713.749268
	Iteration 26Q: 3 clusters Score -1.175972e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -11759906.000000 Penalty: 3713.749268
	Iteration 27Q: 3 clusters Score -1.175991e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -11760032.000000 Penalty: 3713.749268
	Iteration 28Q: 3 clusters Score -1.176003e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -11760277.000000 Penalty: 3713.749268
	Iteration 29Q: 3 clusters Score -1.176028e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -11760659.000000 Penalty: 3713.749268
	Iteration 30Q: 3 clusters Score -1.176066e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -11760979.000000 Penalty: 3713.749268
	Iteration 31Q: 3 clusters Score -1.176098e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -11761466.000000 Penalty: 3713.749268
	Iteration 32Q: 3 clusters Score -1.176147e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -11762002.000000 Penalty: 3713.749268
	Iteration 33Q: 3 clusters Score -1.1762e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -11762584.000000 Penalty: 3713.749268
	Iteration 34Q: 3 clusters Score -1.176258e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -11763402.000000 Penalty: 3713.749268
	Iteration 35Q: 3 clusters Score -1.17634e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -11764239.000000 Penalty: 3713.749268
	Iteration 36Q: 3 clusters Score -1.176424e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -11765105.000000 Penalty: 3713.749268
	Iteration 37Q: 3 clusters Score -1.17651e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -11766062.000000 Penalty: 3713.749268
	Iteration 38Q: 3 clusters Score -1.176606e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -11767045.000000 Penalty: 3713.749268
	Iteration 39Q: 3 clusters Score -1.176704e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -11768206.000000 Penalty: 3713.749268
	Iteration 40F: 3 clusters Score -1.176821e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -11769526.000000 Penalty: 3713.749268
	Iteration 41Q: 3 clusters Score -1.176953e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -11770611.000000 Penalty: 3713.749268
	Iteration 42Q: 3 clusters Score -1.177061e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -11771665.000000 Penalty: 3713.749268
	Iteration 43Q: 3 clusters Score -1.177166e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -11772475.000000 Penalty: 3713.749268
	Iteration 44Q: 3 clusters Score -1.177248e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -11773150.000000 Penalty: 3713.749268
	Iteration 45Q: 3 clusters Score -1.177315e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -11773573.000000 Penalty: 3713.749268
	Iteration 46Q: 3 clusters Score -1.177357e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 90758 members 
Entering Unmasked Estep 
Score: -11773864.000000 Penalty: 3713.749268
	Iteration 47Q: 3 clusters Score -1.177386e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -11774066.000000 Penalty: 3713.749268
	Iteration 48Q: 3 clusters Score -1.177407e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -11774159.000000 Penalty: 3713.749268
	Iteration 49Q: 3 clusters Score -1.177416e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -11774220.000000 Penalty: 3713.749268
	Iteration 50Q: 3 clusters Score -1.177422e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -11774294.000000 Penalty: 3713.749268
	Iteration 51Q: 3 clusters Score -1.177429e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
Score: -11774317.000000 Penalty: 3713.749268
	Iteration 52Q: 3 clusters Score -1.177432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -11774327.000000 Penalty: 3713.749268
	Iteration 53Q: 3 clusters Score -1.177433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -11774340.000000 Penalty: 3713.749268
	Iteration 54Q: 3 clusters Score -1.177434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -11774363.000000 Penalty: 3713.749268
	Iteration 55Q: 3 clusters Score -1.177436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -11774364.000000 Penalty: 3713.749268
	Iteration 56Q: 3 clusters Score -1.177436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -11774377.000000 Penalty: 3713.749268
	Iteration 57Q: 3 clusters Score -1.177438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -11774380.000000 Penalty: 3713.749268
	Iteration 58Q: 3 clusters Score -1.177438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -11774387.000000 Penalty: 3713.749268
	Iteration 59Q: 3 clusters Score -1.177439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -11774385.000000 Penalty: 3713.749268
	Iteration 60F: 3 clusters Score -1.177438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -11774388.000000 Penalty: 3713.749268
	Iteration 61Q: 3 clusters Score -1.177439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -11774390.000000 Penalty: 3713.749268
	Iteration 62Q: 3 clusters Score -1.177439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -11774388.000000 Penalty: 3713.749268
	Iteration 63Q: 3 clusters Score -1.177439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -11774399.000000 Penalty: 3713.749268
	Iteration 64Q: 3 clusters Score -1.17744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -11774411.000000 Penalty: 3713.749268
	Iteration 65Q: 3 clusters Score -1.177441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -11774405.000000 Penalty: 3713.749268
	Iteration 66Q: 3 clusters Score -1.17744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -11774412.000000 Penalty: 3713.749268
	Iteration 67Q: 3 clusters Score -1.177441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -11774418.000000 Penalty: 3713.749268
	Iteration 68Q: 3 clusters Score -1.177442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -11774415.000000 Penalty: 3713.749268
	Iteration 69Q: 3 clusters Score -1.177442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -11774415.000000 Penalty: 3713.749268
	Iteration 70F: 3 clusters Score -1.177442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Entering Unmasked Estep 
Score: -1364353.500000 Penalty: 1507.735596
	Iteration 0F: 2 clusters Score -1364354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1356676.750000 Penalty: 3015.471191
	Iteration 0F: 3 clusters Score -1356677 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1359306.250000 Penalty: 3015.471191
	Iteration 1F: 3 clusters Score -1359306 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1359608.000000 Penalty: 3015.471191
	Iteration 2F: 3 clusters Score -1359608 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1359883.375000 Penalty: 3015.471191
	Iteration 3F: 3 clusters Score -1359883 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1360162.000000 Penalty: 3015.471191
	Iteration 4F: 3 clusters Score -1360162 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1360519.375000 Penalty: 3015.471191
	Iteration 5F: 3 clusters Score -1360519 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1360951.250000 Penalty: 3015.471191
	Iteration 6F: 3 clusters Score -1360951 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1361445.500000 Penalty: 3015.471191
	Iteration 7F: 3 clusters Score -1361446 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1361923.125000 Penalty: 3015.471191
	Iteration 8F: 3 clusters Score -1361923 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1362355.125000 Penalty: 3015.471191
	Iteration 9Q: 3 clusters Score -1362355 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1362656.250000 Penalty: 3015.471191
	Iteration 10Q: 3 clusters Score -1362656 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1362863.375000 Penalty: 3015.471191
	Iteration 11Q: 3 clusters Score -1362863 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1362962.875000 Penalty: 3015.471191
	Iteration 12Q: 3 clusters Score -1362963 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1363028.875000 Penalty: 3015.471191
	Iteration 13Q: 3 clusters Score -1363029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1363074.375000 Penalty: 3015.471191
	Iteration 14Q: 3 clusters Score -1363074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1363112.000000 Penalty: 3015.471191
	Iteration 15Q: 3 clusters Score -1363112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1363136.125000 Penalty: 3015.471191
	Iteration 16Q: 3 clusters Score -1363136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1363155.875000 Penalty: 3015.471191
	Iteration 17Q: 3 clusters Score -1363156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1363168.875000 Penalty: 3015.471191
	Iteration 18Q: 3 clusters Score -1363169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1363177.500000 Penalty: 3015.471191
	Iteration 19Q: 3 clusters Score -1363178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1363181.375000 Penalty: 3015.471191
	Iteration 20F: 3 clusters Score -1363181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1363186.625000 Penalty: 3015.471191
	Iteration 21Q: 3 clusters Score -1363187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1363186.625000 Penalty: 3015.471191
	Iteration 22Q: 3 clusters Score -1363187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1363194.125000 Penalty: 3015.471191
	Iteration 23Q: 3 clusters Score -1363194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1363198.000000 Penalty: 3015.471191
	Iteration 24Q: 3 clusters Score -1363198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1363200.375000 Penalty: 3015.471191
	Iteration 25Q: 3 clusters Score -1363200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1363203.125000 Penalty: 3015.471191
	Iteration 26Q: 3 clusters Score -1363203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1363203.500000 Penalty: 3015.471191
	Iteration 27Q: 3 clusters Score -1363204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1363207.125000 Penalty: 3015.471191
	Iteration 28Q: 3 clusters Score -1363207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1363207.125000 Penalty: 3015.471191
	Iteration 29Q: 3 clusters Score -1363207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1363208.500000 Penalty: 3015.471191
	Iteration 30Q: 3 clusters Score -1363208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1363209.250000 Penalty: 3015.471191
	Iteration 31Q: 3 clusters Score -1363209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1363212.500000 Penalty: 3015.471191
	Iteration 32Q: 3 clusters Score -1363212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1363211.500000 Penalty: 3015.471191
	Iteration 33Q: 3 clusters Score -1363212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1363211.500000 Penalty: 3015.471191
	Iteration 34F: 3 clusters Score -1363212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -39407.351562 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -39407.35 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 228 members 
Entering Unmasked Estep 
Score: -38508.632812 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -38508.63 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38843.617188 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -38843.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38975.941406 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -38975.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39013.699219 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -39013.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39057.875000 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -39057.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39090.968750 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -39090.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39112.210938 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -39112.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39113.582031 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -39113.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39114.144531 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -39114.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39114.144531 Penalty: 1970.730103
	Iteration 9F: 3 clusters Score -39114.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Entering Unmasked Estep 
Score: -4291795.000000 Penalty: 1691.150024
	Iteration 0F: 2 clusters Score -4291795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4269590.500000 Penalty: 3382.300049
	Iteration 0F: 3 clusters Score -4269590 nChanged 15237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4278401.500000 Penalty: 3382.300049
	Iteration 1F: 3 clusters Score -4278402 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4278989.500000 Penalty: 3382.300049
	Iteration 2Q: 3 clusters Score -4278990 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4279747.500000 Penalty: 3382.300049
	Iteration 3F: 3 clusters Score -4279748 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -4280854.500000 Penalty: 3382.300049
	Iteration 4F: 3 clusters Score -4280854 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4282418.000000 Penalty: 3382.300049
	Iteration 5F: 3 clusters Score -4282418 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -4284524.000000 Penalty: 3382.300049
	Iteration 6F: 3 clusters Score -4284524 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -4286316.500000 Penalty: 3382.300049
	Iteration 7F: 3 clusters Score -4286316 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4287364.000000 Penalty: 3382.300049
	Iteration 8Q: 3 clusters Score -4287364 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4287666.000000 Penalty: 3382.300049
	Iteration 9Q: 3 clusters Score -4287666 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -4287793.500000 Penalty: 3382.300049
	Iteration 10Q: 3 clusters Score -4287794 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4287886.500000 Penalty: 3382.300049
	Iteration 11Q: 3 clusters Score -4287886 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -4287954.500000 Penalty: 3382.300049
	Iteration 12Q: 3 clusters Score -4287954 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4288010.500000 Penalty: 3382.300049
	Iteration 13Q: 3 clusters Score -4288010 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -4288071.000000 Penalty: 3382.300049
	Iteration 14Q: 3 clusters Score -4288071 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -4288123.000000 Penalty: 3382.300049
	Iteration 15Q: 3 clusters Score -4288123 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4288189.500000 Penalty: 3382.300049
	Iteration 16Q: 3 clusters Score -4288190 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -4288280.500000 Penalty: 3382.300049
	Iteration 17Q: 3 clusters Score -4288280 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -4288377.000000 Penalty: 3382.300049
	Iteration 18Q: 3 clusters Score -4288377 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -4288489.000000 Penalty: 3382.300049
	Iteration 19Q: 3 clusters Score -4288489 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -4288569.500000 Penalty: 3382.300049
	Iteration 20F: 3 clusters Score -4288570 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -4288667.500000 Penalty: 3382.300049
	Iteration 21Q: 3 clusters Score -4288668 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -4288759.000000 Penalty: 3382.300049
	Iteration 22Q: 3 clusters Score -4288759 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4288852.000000 Penalty: 3382.300049
	Iteration 23Q: 3 clusters Score -4288852 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4288957.000000 Penalty: 3382.300049
	Iteration 24Q: 3 clusters Score -4288957 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4289055.500000 Penalty: 3382.300049
	Iteration 25Q: 3 clusters Score -4289056 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4289143.500000 Penalty: 3382.300049
	Iteration 26Q: 3 clusters Score -4289144 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4289240.500000 Penalty: 3382.300049
	Iteration 27Q: 3 clusters Score -4289240 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4289316.500000 Penalty: 3382.300049
	Iteration 28Q: 3 clusters Score -4289316 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4289394.000000 Penalty: 3382.300049
	Iteration 29Q: 3 clusters Score -4289394 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4289483.000000 Penalty: 3382.300049
	Iteration 30Q: 3 clusters Score -4289483 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4289580.500000 Penalty: 3382.300049
	Iteration 31Q: 3 clusters Score -4289580 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4289652.000000 Penalty: 3382.300049
	Iteration 32Q: 3 clusters Score -4289652 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4289714.000000 Penalty: 3382.300049
	Iteration 33Q: 3 clusters Score -4289714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4289754.500000 Penalty: 3382.300049
	Iteration 34Q: 3 clusters Score -4289754 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4289811.000000 Penalty: 3382.300049
	Iteration 35Q: 3 clusters Score -4289811 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4289869.500000 Penalty: 3382.300049
	Iteration 36Q: 3 clusters Score -4289870 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4289900.500000 Penalty: 3382.300049
	Iteration 37Q: 3 clusters Score -4289900 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4289979.500000 Penalty: 3382.300049
	Iteration 38Q: 3 clusters Score -4289980 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4290034.500000 Penalty: 3382.300049
	Iteration 39Q: 3 clusters Score -4290034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4290082.000000 Penalty: 3382.300049
	Iteration 40F: 3 clusters Score -4290082 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4290134.500000 Penalty: 3382.300049
	Iteration 41Q: 3 clusters Score -4290134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4290154.500000 Penalty: 3382.300049
	Iteration 42Q: 3 clusters Score -4290154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4290176.500000 Penalty: 3382.300049
	Iteration 43Q: 3 clusters Score -4290176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4290207.000000 Penalty: 3382.300049
	Iteration 44Q: 3 clusters Score -4290207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4290231.000000 Penalty: 3382.300049
	Iteration 45Q: 3 clusters Score -4290231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4290252.500000 Penalty: 3382.300049
	Iteration 46Q: 3 clusters Score -4290252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4290264.000000 Penalty: 3382.300049
	Iteration 47Q: 3 clusters Score -4290264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4290265.000000 Penalty: 3382.300049
	Iteration 48Q: 3 clusters Score -4290265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4290280.500000 Penalty: 3382.300049
	Iteration 49Q: 3 clusters Score -4290280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4290288.500000 Penalty: 3382.300049
	Iteration 50Q: 3 clusters Score -4290288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4290294.500000 Penalty: 3382.300049
	Iteration 51Q: 3 clusters Score -4290294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4290298.500000 Penalty: 3382.300049
	Iteration 52Q: 3 clusters Score -4290298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4290302.500000 Penalty: 3382.300049
	Iteration 53Q: 3 clusters Score -4290302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4290308.000000 Penalty: 3382.300049
	Iteration 54Q: 3 clusters Score -4290308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4290308.500000 Penalty: 3382.300049
	Iteration 55Q: 3 clusters Score -4290308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4290316.500000 Penalty: 3382.300049
	Iteration 56Q: 3 clusters Score -4290316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4290313.000000 Penalty: 3382.300049
	Iteration 57Q: 3 clusters Score -4290313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4290316.500000 Penalty: 3382.300049
	Iteration 58Q: 3 clusters Score -4290316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4290327.000000 Penalty: 3382.300049
	Iteration 59Q: 3 clusters Score -4290327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4290330.500000 Penalty: 3382.300049
	Iteration 60F: 3 clusters Score -4290330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4290330.000000 Penalty: 3382.300049
	Iteration 61Q: 3 clusters Score -4290330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4290329.500000 Penalty: 3382.300049
	Iteration 62Q: 3 clusters Score -4290330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4290330.000000 Penalty: 3382.300049
	Iteration 63Q: 3 clusters Score -4290330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4290331.000000 Penalty: 3382.300049
	Iteration 64Q: 3 clusters Score -4290331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4290330.000000 Penalty: 3382.300049
	Iteration 65Q: 3 clusters Score -4290330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4290334.500000 Penalty: 3382.300049
	Iteration 66Q: 3 clusters Score -4290334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4290334.500000 Penalty: 3382.300049
	Iteration 67F: 3 clusters Score -4290334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -101781.453125 Penalty: 1100.066772
	Iteration 0F: 2 clusters Score -101781.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100435.734375 Penalty: 2200.133545
	Iteration 0F: 3 clusters Score -100435.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100668.742188 Penalty: 2200.133545
	Iteration 1F: 3 clusters Score -100668.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100705.804688 Penalty: 2200.133545
	Iteration 2F: 3 clusters Score -100705.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100734.625000 Penalty: 2200.133545
	Iteration 3Q: 3 clusters Score -100734.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100750.742188 Penalty: 2200.133545
	Iteration 4Q: 3 clusters Score -100750.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100768.781250 Penalty: 2200.133545
	Iteration 5Q: 3 clusters Score -100768.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100796.062500 Penalty: 2200.133545
	Iteration 6Q: 3 clusters Score -100796.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100823.195312 Penalty: 2200.133545
	Iteration 7Q: 3 clusters Score -100823.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100842.382812 Penalty: 2200.133545
	Iteration 8Q: 3 clusters Score -100842.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100856.351562 Penalty: 2200.133545
	Iteration 9Q: 3 clusters Score -100856.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100873.507812 Penalty: 2200.133545
	Iteration 10Q: 3 clusters Score -100873.5 nChanged 24
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: -100907.992188 Penalty: 2200.133545
	Iteration 11Q: 3 clusters Score -100908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100928.781250 Penalty: 2200.133545
	Iteration 12Q: 3 clusters Score -100928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100946.882812 Penalty: 2200.133545
	Iteration 13Q: 3 clusters Score -100946.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100968.734375 Penalty: 2200.133545
	Iteration 14Q: 3 clusters Score -100968.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100984.812500 Penalty: 2200.133545
	Iteration 15Q: 3 clusters Score -100984.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101005.703125 Penalty: 2200.133545
	Iteration 16Q: 3 clusters Score -101005.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -101016.148438 Penalty: 2200.133545
	Iteration 17Q: 3 clusters Score -101016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101023.093750 Penalty: 2200.133545
	Iteration 18Q: 3 clusters Score -101023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101031.203125 Penalty: 2200.133545
	Iteration 19Q: 3 clusters Score -101031.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101042.953125 Penalty: 2200.133545
	Iteration 20F: 3 clusters Score -101043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -101049.882812 Penalty: 2200.133545
	Iteration 21Q: 3 clusters Score -101049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101054.734375 Penalty: 2200.133545
	Iteration 22Q: 3 clusters Score -101054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101059.851562 Penalty: 2200.133545
	Iteration 23Q: 3 clusters Score -101059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101060.882812 Penalty: 2200.133545
	Iteration 24Q: 3 clusters Score -101060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101060.882812 Penalty: 2200.133545
	Iteration 25F: 3 clusters Score -101060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Entering Unmasked Estep 
Score: -8747193.000000 Penalty: 1808.609863
	Iteration 0F: 2 clusters Score -8747193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -8701837.000000 Penalty: 3617.219727
	Iteration 0F: 3 clusters Score -8701837 nChanged 32331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -8720515.000000 Penalty: 3617.219727
	Iteration 1F: 3 clusters Score -8720515 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -8721245.000000 Penalty: 3617.219727
	Iteration 2Q: 3 clusters Score -8721245 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -8722358.000000 Penalty: 3617.219727
	Iteration 3Q: 3 clusters Score -8722358 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -8723791.000000 Penalty: 3617.219727
	Iteration 4Q: 3 clusters Score -8723791 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -8725715.000000 Penalty: 3617.219727
	Iteration 5Q: 3 clusters Score -8725715 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -8727894.000000 Penalty: 3617.219727
	Iteration 6F: 3 clusters Score -8727894 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -8730099.000000 Penalty: 3617.219727
	Iteration 7F: 3 clusters Score -8730099 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -8732249.000000 Penalty: 3617.219727
	Iteration 8F: 3 clusters Score -8732249 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -8734139.000000 Penalty: 3617.219727
	Iteration 9F: 3 clusters Score -8734139 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -8735601.000000 Penalty: 3617.219727
	Iteration 10Q: 3 clusters Score -8735601 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -8736340.000000 Penalty: 3617.219727
	Iteration 11Q: 3 clusters Score -8736340 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -8736775.000000 Penalty: 3617.219727
	Iteration 12Q: 3 clusters Score -8736775 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -8737089.000000 Penalty: 3617.219727
	Iteration 13Q: 3 clusters Score -8737089 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -8737392.000000 Penalty: 3617.219727
	Iteration 14Q: 3 clusters Score -8737392 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -8737652.000000 Penalty: 3617.219727
	Iteration 15Q: 3 clusters Score -8737652 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -8737889.000000 Penalty: 3617.219727
	Iteration 16Q: 3 clusters Score -8737889 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -8738077.000000 Penalty: 3617.219727
	Iteration 17Q: 3 clusters Score -8738077 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -8738423.000000 Penalty: 3617.219727
	Iteration 18Q: 3 clusters Score -8738423 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -8738721.000000 Penalty: 3617.219727
	Iteration 19Q: 3 clusters Score -8738721 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -8738984.000000 Penalty: 3617.219727
	Iteration 20F: 3 clusters Score -8738984 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -8739303.000000 Penalty: 3617.219727
	Iteration 21Q: 3 clusters Score -8739303 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -8739503.000000 Penalty: 3617.219727
	Iteration 22Q: 3 clusters Score -8739503 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -8739730.000000 Penalty: 3617.219727
	Iteration 23Q: 3 clusters Score -8739730 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -8739891.000000 Penalty: 3617.219727
	Iteration 24Q: 3 clusters Score -8739891 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -8740080.000000 Penalty: 3617.219727
	Iteration 25Q: 3 clusters Score -8740080 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -8740242.000000 Penalty: 3617.219727
	Iteration 26Q: 3 clusters Score -8740242 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -8740409.000000 Penalty: 3617.219727
	Iteration 27Q: 3 clusters Score -8740409 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -8740520.000000 Penalty: 3617.219727
	Iteration 28Q: 3 clusters Score -8740520 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -8740628.000000 Penalty: 3617.219727
	Iteration 29Q: 3 clusters Score -8740628 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -8740673.000000 Penalty: 3617.219727
	Iteration 30Q: 3 clusters Score -8740673 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -8740799.000000 Penalty: 3617.219727
	Iteration 31Q: 3 clusters Score -8740799 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -8740899.000000 Penalty: 3617.219727
	Iteration 32Q: 3 clusters Score -8740899 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -8740993.000000 Penalty: 3617.219727
	Iteration 33Q: 3 clusters Score -8740993 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -8741050.000000 Penalty: 3617.219727
	Iteration 34Q: 3 clusters Score -8741050 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -8741146.000000 Penalty: 3617.219727
	Iteration 35Q: 3 clusters Score -8741146 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -8741325.000000 Penalty: 3617.219727
	Iteration 36Q: 3 clusters Score -8741325 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -8741420.000000 Penalty: 3617.219727
	Iteration 37Q: 3 clusters Score -8741420 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -8741558.000000 Penalty: 3617.219727
	Iteration 38Q: 3 clusters Score -8741558 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -8741671.000000 Penalty: 3617.219727
	Iteration 39Q: 3 clusters Score -8741671 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -8741758.000000 Penalty: 3617.219727
	Iteration 40F: 3 clusters Score -8741758 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -8741835.000000 Penalty: 3617.219727
	Iteration 41Q: 3 clusters Score -8741835 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -8741981.000000 Penalty: 3617.219727
	Iteration 42Q: 3 clusters Score -8741981 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -8742140.000000 Penalty: 3617.219727
	Iteration 43Q: 3 clusters Score -8742140 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -8742277.000000 Penalty: 3617.219727
	Iteration 44Q: 3 clusters Score -8742277 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -8742461.000000 Penalty: 3617.219727
	Iteration 45Q: 3 clusters Score -8742461 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -8742643.000000 Penalty: 3617.219727
	Iteration 46Q: 3 clusters Score -8742643 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -8742857.000000 Penalty: 3617.219727
	Iteration 47Q: 3 clusters Score -8742857 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -8742999.000000 Penalty: 3617.219727
	Iteration 48Q: 3 clusters Score -8742999 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -8743169.000000 Penalty: 3617.219727
	Iteration 49Q: 3 clusters Score -8743169 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -8743332.000000 Penalty: 3617.219727
	Iteration 50Q: 3 clusters Score -8743332 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -8743574.000000 Penalty: 3617.219727
	Iteration 51Q: 3 clusters Score -8743574 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -8743837.000000 Penalty: 3617.219727
	Iteration 52Q: 3 clusters Score -8743837 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -8744047.000000 Penalty: 3617.219727
	Iteration 53Q: 3 clusters Score -8744047 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -8744239.000000 Penalty: 3617.219727
	Iteration 54Q: 3 clusters Score -8744239 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -8744468.000000 Penalty: 3617.219727
	Iteration 55Q: 3 clusters Score -8744468 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -8744679.000000 Penalty: 3617.219727
	Iteration 56Q: 3 clusters Score -8744679 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -8744875.000000 Penalty: 3617.219727
	Iteration 57Q: 3 clusters Score -8744875 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -8745011.000000 Penalty: 3617.219727
	Iteration 58Q: 3 clusters Score -8745011 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -8745141.000000 Penalty: 3617.219727
	Iteration 59Q: 3 clusters Score -8745141 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -8745289.000000 Penalty: 3617.219727
	Iteration 60F: 3 clusters Score -8745289 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -8745437.000000 Penalty: 3617.219727
	Iteration 61Q: 3 clusters Score -8745437 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -8745570.000000 Penalty: 3617.219727
	Iteration 62Q: 3 clusters Score -8745570 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8745706.000000 Penalty: 3617.219727
	Iteration 63Q: 3 clusters Score -8745706 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8745810.000000 Penalty: 3617.219727
	Iteration 64Q: 3 clusters Score -8745810 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8745856.000000 Penalty: 3617.219727
	Iteration 65Q: 3 clusters Score -8745856 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8745922.000000 Penalty: 3617.219727
	Iteration 66Q: 3 clusters Score -8745922 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -8746005.000000 Penalty: 3617.219727
	Iteration 67Q: 3 clusters Score -8746005 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8746044.000000 Penalty: 3617.219727
	Iteration 68Q: 3 clusters Score -8746044 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8746108.000000 Penalty: 3617.219727
	Iteration 69Q: 3 clusters Score -8746108 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8746139.000000 Penalty: 3617.219727
	Iteration 70Q: 3 clusters Score -8746139 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8746162.000000 Penalty: 3617.219727
	Iteration 71Q: 3 clusters Score -8746162 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8746187.000000 Penalty: 3617.219727
	Iteration 72Q: 3 clusters Score -8746187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8746213.000000 Penalty: 3617.219727
	Iteration 73Q: 3 clusters Score -8746213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8746238.000000 Penalty: 3617.219727
	Iteration 74Q: 3 clusters Score -8746238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8746252.000000 Penalty: 3617.219727
	Iteration 75Q: 3 clusters Score -8746252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8746270.000000 Penalty: 3617.219727
	Iteration 76Q: 3 clusters Score -8746270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8746273.000000 Penalty: 3617.219727
	Iteration 77Q: 3 clusters Score -8746273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8746277.000000 Penalty: 3617.219727
	Iteration 78Q: 3 clusters Score -8746277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8746283.000000 Penalty: 3617.219727
	Iteration 79Q: 3 clusters Score -8746283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8746287.000000 Penalty: 3617.219727
	Iteration 80F: 3 clusters Score -8746287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8746278.000000 Penalty: 3617.219727
	Iteration 81Q: 3 clusters Score -8746278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8746286.000000 Penalty: 3617.219727
	Iteration 82Q: 3 clusters Score -8746286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8746291.000000 Penalty: 3617.219727
	Iteration 83Q: 3 clusters Score -8746291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8746308.000000 Penalty: 3617.219727
	Iteration 84Q: 3 clusters Score -8746308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8746304.000000 Penalty: 3617.219727
	Iteration 85Q: 3 clusters Score -8746304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8746298.000000 Penalty: 3617.219727
	Iteration 86Q: 3 clusters Score -8746298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8746300.000000 Penalty: 3617.219727
	Iteration 87Q: 3 clusters Score -8746300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8746300.000000 Penalty: 3617.219727
	Iteration 88Q: 3 clusters Score -8746300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8746304.000000 Penalty: 3617.219727
	Iteration 89Q: 3 clusters Score -8746304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8746317.000000 Penalty: 3617.219727
	Iteration 90Q: 3 clusters Score -8746317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8746319.000000 Penalty: 3617.219727
	Iteration 91Q: 3 clusters Score -8746319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8746316.000000 Penalty: 3617.219727
	Iteration 92Q: 3 clusters Score -8746316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8746319.000000 Penalty: 3617.219727
	Iteration 93Q: 3 clusters Score -8746319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8746313.000000 Penalty: 3617.219727
	Iteration 94Q: 3 clusters Score -8746313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8746320.000000 Penalty: 3617.219727
	Iteration 95Q: 3 clusters Score -8746320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8746322.000000 Penalty: 3617.219727
	Iteration 96Q: 3 clusters Score -8746322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8746320.000000 Penalty: 3617.219727
	Iteration 97Q: 3 clusters Score -8746320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8746324.000000 Penalty: 3617.219727
	Iteration 98Q: 3 clusters Score -8746324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8746321.000000 Penalty: 3617.219727
	Iteration 99Q: 3 clusters Score -8746321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8746323.000000 Penalty: 3617.219727
	Iteration 100F: 3 clusters Score -8746323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8746329.000000 Penalty: 3617.219727
	Iteration 101Q: 3 clusters Score -8746329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8746326.000000 Penalty: 3617.219727
	Iteration 102Q: 3 clusters Score -8746326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8746327.000000 Penalty: 3617.219727
	Iteration 103Q: 3 clusters Score -8746327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8746332.000000 Penalty: 3617.219727
	Iteration 104Q: 3 clusters Score -8746332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8746334.000000 Penalty: 3617.219727
	Iteration 105Q: 3 clusters Score -8746334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8746329.000000 Penalty: 3617.219727
	Iteration 106Q: 3 clusters Score -8746329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8746328.000000 Penalty: 3617.219727
	Iteration 107Q: 3 clusters Score -8746328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66418 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8746323.000000 Penalty: 3617.219727
	Iteration 108Q: 3 clusters Score -8746323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8746327.000000 Penalty: 3617.219727
	Iteration 109Q: 3 clusters Score -8746327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8746341.000000 Penalty: 3617.219727
	Iteration 110Q: 3 clusters Score -8746341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8746340.000000 Penalty: 3617.219727
	Iteration 111Q: 3 clusters Score -8746340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8746340.000000 Penalty: 3617.219727
	Iteration 112Q: 3 clusters Score -8746340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8746340.000000 Penalty: 3617.219727
	Iteration 113Q: 3 clusters Score -8746340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66450 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8746337.000000 Penalty: 3617.219727
	Iteration 114Q: 3 clusters Score -8746337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8746336.000000 Penalty: 3617.219727
	Iteration 115Q: 3 clusters Score -8746336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8746338.000000 Penalty: 3617.219727
	Iteration 116Q: 3 clusters Score -8746338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8746338.000000 Penalty: 3617.219727
	Iteration 117Q: 3 clusters Score -8746338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8746337.000000 Penalty: 3617.219727
	Iteration 118Q: 3 clusters Score -8746337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8746336.000000 Penalty: 3617.219727
	Iteration 119Q: 3 clusters Score -8746336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8746339.000000 Penalty: 3617.219727
	Iteration 120F: 3 clusters Score -8746339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8746342.000000 Penalty: 3617.219727
	Iteration 121Q: 3 clusters Score -8746342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8746341.000000 Penalty: 3617.219727
	Iteration 122Q: 3 clusters Score -8746341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8746342.000000 Penalty: 3617.219727
	Iteration 123Q: 3 clusters Score -8746342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8746338.000000 Penalty: 3617.219727
	Iteration 124Q: 3 clusters Score -8746338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8746338.000000 Penalty: 3617.219727
	Iteration 125F: 3 clusters Score -8746338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42684.496094 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -42684.5 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 215 members 
Entering Unmasked Estep 
Score: -41794.972656 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -41794.97 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42026.078125 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -42026.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42103.328125 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -42103.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42139.597656 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -42139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42156.894531 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -42156.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42189.585938 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -42189.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42275.691406 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -42275.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42356.347656 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -42356.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42452.925781 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -42452.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42530.476562 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -42530.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42610.050781 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -42610.05 nChanged 8
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: -42687.691406 Penalty: 1952.864380
	Iteration 11Q: 3 clusters Score -42687.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42750.503906 Penalty: 1952.864380
	Iteration 12Q: 3 clusters Score -42750.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42783.996094 Penalty: 1952.864380
	Iteration 13Q: 3 clusters Score -42784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42810.683594 Penalty: 1952.864380
	Iteration 14Q: 3 clusters Score -42810.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42839.574219 Penalty: 1952.864380
	Iteration 15Q: 3 clusters Score -42839.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42868.917969 Penalty: 1952.864380
	Iteration 16Q: 3 clusters Score -42868.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42892.898438 Penalty: 1952.864380
	Iteration 17Q: 3 clusters Score -42892.9 nChanged 3
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: -42901.472656 Penalty: 1952.864380
	Iteration 18Q: 3 clusters Score -42901.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42902.945312 Penalty: 1952.864380
	Iteration 19Q: 3 clusters Score -42902.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42902.945312 Penalty: 1952.864380
	Iteration 20F: 3 clusters Score -42902.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 91759 members 
Mstep: Class 4 contains 10704 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33093 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 68180 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77238 members 
Mstep: Class 15 contains 74103 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 49363 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 43032 members 
Entering Unmasked Estep 
Score: -69532728.000000 Penalty: 42966.859375
Splitting cluster 9 changes total score from -69533664.000000 to -69532728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -14112.992188 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -14112.99 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 119 members 
Entering Unmasked Estep 
Score: -13491.494141 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -13491.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13710.249023 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -13710.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13855.769531 Penalty: 1770.189575
	Iteration 2Q: 3 clusters Score -13855.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13899.418945 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -13899.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13901.886719 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -13901.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13902.995117 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -13903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13902.995117 Penalty: 1770.189575
	Iteration 6F: 3 clusters Score -13903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -134262.500000 Penalty: 1138.735107
	Iteration 0F: 2 clusters Score -134262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -132756.343750 Penalty: 2277.470215
	Iteration 0F: 3 clusters Score -132756.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -133065.250000 Penalty: 2277.470215
	Iteration 1F: 3 clusters Score -133065.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -133183.031250 Penalty: 2277.470215
	Iteration 2F: 3 clusters Score -133183 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -133254.546875 Penalty: 2277.470215
	Iteration 3F: 3 clusters Score -133254.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -133303.218750 Penalty: 2277.470215
	Iteration 4Q: 3 clusters Score -133303.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -133335.781250 Penalty: 2277.470215
	Iteration 5Q: 3 clusters Score -133335.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -133347.625000 Penalty: 2277.470215
	Iteration 6Q: 3 clusters Score -133347.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -133357.906250 Penalty: 2277.470215
	Iteration 7Q: 3 clusters Score -133357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -133371.531250 Penalty: 2277.470215
	Iteration 8Q: 3 clusters Score -133371.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -133382.640625 Penalty: 2277.470215
	Iteration 9Q: 3 clusters Score -133382.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -133387.906250 Penalty: 2277.470215
	Iteration 10Q: 3 clusters Score -133387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -133390.921875 Penalty: 2277.470215
	Iteration 11Q: 3 clusters Score -133390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -133394.031250 Penalty: 2277.470215
	Iteration 12Q: 3 clusters Score -133394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -133397.796875 Penalty: 2277.470215
	Iteration 13Q: 3 clusters Score -133397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133400.375000 Penalty: 2277.470215
	Iteration 14Q: 3 clusters Score -133400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -133401.187500 Penalty: 2277.470215
	Iteration 15Q: 3 clusters Score -133401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -133402.640625 Penalty: 2277.470215
	Iteration 16Q: 3 clusters Score -133402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -133403.156250 Penalty: 2277.470215
	Iteration 17Q: 3 clusters Score -133403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -133403.156250 Penalty: 2277.470215
	Iteration 18F: 3 clusters Score -133403.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -21072.921875 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -21072.92 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 111 members 
Entering Unmasked Estep 
Score: -20378.371094 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -20378.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20474.144531 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -20474.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20512.167969 Penalty: 1740.890625
	Iteration 2Q: 3 clusters Score -20512.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20548.988281 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -20548.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20556.439453 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -20556.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20562.041016 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -20562.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20562.607422 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -20562.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20567.937500 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -20567.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20567.937500 Penalty: 1740.890625
	Iteration 8F: 3 clusters Score -20567.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -841514.312500 Penalty: 1437.952759
	Iteration 0F: 2 clusters Score -841514.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -836264.000000 Penalty: 2875.905518
	Iteration 0F: 3 clusters Score -836264 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -837787.625000 Penalty: 2875.905518
	Iteration 1F: 3 clusters Score -837787.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -838008.250000 Penalty: 2875.905518
	Iteration 2F: 3 clusters Score -838008.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -838189.750000 Penalty: 2875.905518
	Iteration 3F: 3 clusters Score -838189.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -838336.687500 Penalty: 2875.905518
	Iteration 4Q: 3 clusters Score -838336.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -838454.687500 Penalty: 2875.905518
	Iteration 5Q: 3 clusters Score -838454.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -838566.187500 Penalty: 2875.905518
	Iteration 6Q: 3 clusters Score -838566.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -838680.625000 Penalty: 2875.905518
	Iteration 7Q: 3 clusters Score -838680.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -838780.250000 Penalty: 2875.905518
	Iteration 8Q: 3 clusters Score -838780.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -838900.000000 Penalty: 2875.905518
	Iteration 9Q: 3 clusters Score -838900 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -839061.187500 Penalty: 2875.905518
	Iteration 10Q: 3 clusters Score -839061.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -839252.500000 Penalty: 2875.905518
	Iteration 11Q: 3 clusters Score -839252.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -839445.562500 Penalty: 2875.905518
	Iteration 12Q: 3 clusters Score -839445.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -839646.812500 Penalty: 2875.905518
	Iteration 13Q: 3 clusters Score -839646.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -839834.750000 Penalty: 2875.905518
	Iteration 14Q: 3 clusters Score -839834.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -839995.687500 Penalty: 2875.905518
	Iteration 15Q: 3 clusters Score -839995.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -840125.625000 Penalty: 2875.905518
	Iteration 16Q: 3 clusters Score -840125.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -840200.750000 Penalty: 2875.905518
	Iteration 17Q: 3 clusters Score -840200.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -840239.437500 Penalty: 2875.905518
	Iteration 18Q: 3 clusters Score -840239.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -840266.500000 Penalty: 2875.905518
	Iteration 19Q: 3 clusters Score -840266.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -840282.187500 Penalty: 2875.905518
	Iteration 20F: 3 clusters Score -840282.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -840290.875000 Penalty: 2875.905518
	Iteration 21Q: 3 clusters Score -840290.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -840297.375000 Penalty: 2875.905518
	Iteration 22Q: 3 clusters Score -840297.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -840304.625000 Penalty: 2875.905518
	Iteration 23Q: 3 clusters Score -840304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -840310.312500 Penalty: 2875.905518
	Iteration 24Q: 3 clusters Score -840310.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -840319.875000 Penalty: 2875.905518
	Iteration 25Q: 3 clusters Score -840319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -840328.187500 Penalty: 2875.905518
	Iteration 26Q: 3 clusters Score -840328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -840333.562500 Penalty: 2875.905518
	Iteration 27Q: 3 clusters Score -840333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -840334.375000 Penalty: 2875.905518
	Iteration 28Q: 3 clusters Score -840334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -840334.187500 Penalty: 2875.905518
	Iteration 29Q: 3 clusters Score -840334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -840336.062500 Penalty: 2875.905518
	Iteration 30Q: 3 clusters Score -840336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -840339.812500 Penalty: 2875.905518
	Iteration 31Q: 3 clusters Score -840339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -840340.750000 Penalty: 2875.905518
	Iteration 32Q: 3 clusters Score -840340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -840340.750000 Penalty: 2875.905518
	Iteration 33F: 3 clusters Score -840340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Entering Unmasked Estep 
Score: -9955960.000000 Penalty: 1828.880127
	Iteration 0F: 2 clusters Score -9955960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -9905477.000000 Penalty: 3657.760254
	Iteration 0F: 3 clusters Score -9905477 nChanged 36730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -9926682.000000 Penalty: 3657.760254
	Iteration 1F: 3 clusters Score -9926682 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -9927434.000000 Penalty: 3657.760254
	Iteration 2Q: 3 clusters Score -9927434 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -9928441.000000 Penalty: 3657.760254
	Iteration 3Q: 3 clusters Score -9928441 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -9930184.000000 Penalty: 3657.760254
	Iteration 4Q: 3 clusters Score -9930184 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -9932814.000000 Penalty: 3657.760254
	Iteration 5F: 3 clusters Score -9932814 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -9936894.000000 Penalty: 3657.760254
	Iteration 6F: 3 clusters Score -9936894 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -9941971.000000 Penalty: 3657.760254
	Iteration 7F: 3 clusters Score -9941971 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -9946894.000000 Penalty: 3657.760254
	Iteration 8F: 3 clusters Score -9946894 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -9950442.000000 Penalty: 3657.760254
	Iteration 9F: 3 clusters Score -9950442 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -9952429.000000 Penalty: 3657.760254
	Iteration 10Q: 3 clusters Score -9952429 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -9953435.000000 Penalty: 3657.760254
	Iteration 11Q: 3 clusters Score -9953435 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -9953880.000000 Penalty: 3657.760254
	Iteration 12Q: 3 clusters Score -9953880 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -9954108.000000 Penalty: 3657.760254
	Iteration 13Q: 3 clusters Score -9954108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -9954187.000000 Penalty: 3657.760254
	Iteration 14Q: 3 clusters Score -9954187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 76928 members 
Entering Unmasked Estep 
Score: -9954215.000000 Penalty: 3657.760254
	Iteration 15Q: 3 clusters Score -9954215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -9954258.000000 Penalty: 3657.760254
	Iteration 16Q: 3 clusters Score -9954258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
Score: -9954283.000000 Penalty: 3657.760254
	Iteration 17Q: 3 clusters Score -9954283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -9954291.000000 Penalty: 3657.760254
	Iteration 18Q: 3 clusters Score -9954291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -9954304.000000 Penalty: 3657.760254
	Iteration 19Q: 3 clusters Score -9954304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -9954315.000000 Penalty: 3657.760254
	Iteration 20F: 3 clusters Score -9954315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -9954327.000000 Penalty: 3657.760254
	Iteration 21Q: 3 clusters Score -9954327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -9954329.000000 Penalty: 3657.760254
	Iteration 22Q: 3 clusters Score -9954329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -9954335.000000 Penalty: 3657.760254
	Iteration 23Q: 3 clusters Score -9954335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -9954329.000000 Penalty: 3657.760254
	Iteration 24Q: 3 clusters Score -9954329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -9954337.000000 Penalty: 3657.760254
	Iteration 25Q: 3 clusters Score -9954337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -9954337.000000 Penalty: 3657.760254
	Iteration 26Q: 3 clusters Score -9954337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -9954337.000000 Penalty: 3657.760254
	Iteration 27F: 3 clusters Score -9954337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Entering Unmasked Estep 
Score: -9559783.000000 Penalty: 1822.146851
	Iteration 0F: 2 clusters Score -9559783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -9511347.000000 Penalty: 3644.293701
	Iteration 0F: 3 clusters Score -9511347 nChanged 34988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -9531114.000000 Penalty: 3644.293701
	Iteration 1F: 3 clusters Score -9531114 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -9531635.000000 Penalty: 3644.293701
	Iteration 2Q: 3 clusters Score -9531635 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -9532325.000000 Penalty: 3644.293701
	Iteration 3Q: 3 clusters Score -9532325 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -9533186.000000 Penalty: 3644.293701
	Iteration 4Q: 3 clusters Score -9533186 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -9534422.000000 Penalty: 3644.293701
	Iteration 5Q: 3 clusters Score -9534422 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -9536283.000000 Penalty: 3644.293701
	Iteration 6Q: 3 clusters Score -9536283 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -9539472.000000 Penalty: 3644.293701
	Iteration 7F: 3 clusters Score -9539472 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -9543438.000000 Penalty: 3644.293701
	Iteration 8F: 3 clusters Score -9543438 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -9547484.000000 Penalty: 3644.293701
	Iteration 9F: 3 clusters Score -9547484 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -9550719.000000 Penalty: 3644.293701
	Iteration 10F: 3 clusters Score -9550719 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -9552959.000000 Penalty: 3644.293701
	Iteration 11Q: 3 clusters Score -9552959 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -9554407.000000 Penalty: 3644.293701
	Iteration 12Q: 3 clusters Score -9554407 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9555522.000000 Penalty: 3644.293701
	Iteration 13Q: 3 clusters Score -9555522 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -9556234.000000 Penalty: 3644.293701
	Iteration 14Q: 3 clusters Score -9556234 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -9556856.000000 Penalty: 3644.293701
	Iteration 15Q: 3 clusters Score -9556856 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72533 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -9557239.000000 Penalty: 3644.293701
	Iteration 16Q: 3 clusters Score -9557239 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9557534.000000 Penalty: 3644.293701
	Iteration 17Q: 3 clusters Score -9557534 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9557736.000000 Penalty: 3644.293701
	Iteration 18Q: 3 clusters Score -9557736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9557829.000000 Penalty: 3644.293701
	Iteration 19Q: 3 clusters Score -9557829 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9557932.000000 Penalty: 3644.293701
	Iteration 20F: 3 clusters Score -9557932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9557975.000000 Penalty: 3644.293701
	Iteration 21Q: 3 clusters Score -9557975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9558023.000000 Penalty: 3644.293701
	Iteration 22Q: 3 clusters Score -9558023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9558041.000000 Penalty: 3644.293701
	Iteration 23Q: 3 clusters Score -9558041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9558073.000000 Penalty: 3644.293701
	Iteration 24Q: 3 clusters Score -9558073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9558083.000000 Penalty: 3644.293701
	Iteration 25Q: 3 clusters Score -9558083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9558096.000000 Penalty: 3644.293701
	Iteration 26Q: 3 clusters Score -9558096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9558124.000000 Penalty: 3644.293701
	Iteration 27Q: 3 clusters Score -9558124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9558132.000000 Penalty: 3644.293701
	Iteration 28Q: 3 clusters Score -9558132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9558137.000000 Penalty: 3644.293701
	Iteration 29Q: 3 clusters Score -9558137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9558139.000000 Penalty: 3644.293701
	Iteration 30Q: 3 clusters Score -9558139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9558141.000000 Penalty: 3644.293701
	Iteration 31Q: 3 clusters Score -9558141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9558139.000000 Penalty: 3644.293701
	Iteration 32Q: 3 clusters Score -9558139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9558140.000000 Penalty: 3644.293701
	Iteration 33Q: 3 clusters Score -9558140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73725 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9558136.000000 Penalty: 3644.293701
	Iteration 34Q: 3 clusters Score -9558136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9558137.000000 Penalty: 3644.293701
	Iteration 35Q: 3 clusters Score -9558137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9558142.000000 Penalty: 3644.293701
	Iteration 36Q: 3 clusters Score -9558142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9558145.000000 Penalty: 3644.293701
	Iteration 37Q: 3 clusters Score -9558145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9558145.000000 Penalty: 3644.293701
	Iteration 38F: 3 clusters Score -9558145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -11202.122070 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -11202.12 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 119 members 
Entering Unmasked Estep 
Score: -10547.986328 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -10547.99 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10812.375000 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -10812.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10969.685547 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -10969.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11135.310547 Penalty: 1787.908936
	Iteration 3F: 3 clusters Score -11135.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11278.510742 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -11278.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11407.123047 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -11407.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11416.026367 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -11416.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11419.219727 Penalty: 1787.908936
	Iteration 7F: 3 clusters Score -11419.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11455.539062 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -11455.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11505.505859 Penalty: 1787.908936
	Iteration 9Q: 3 clusters Score -11505.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11523.408203 Penalty: 1787.908936
	Iteration 10Q: 3 clusters Score -11523.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11542.568359 Penalty: 1787.908936
	Iteration 11Q: 3 clusters Score -11542.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11546.749023 Penalty: 1787.908936
	Iteration 12Q: 3 clusters Score -11546.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11546.749023 Penalty: 1787.908936
	Iteration 13F: 3 clusters Score -11546.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 91759 members 
Mstep: Class 4 contains 10704 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33093 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 68180 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77238 members 
Mstep: Class 15 contains 74103 members 
Mstep: Class 16 contains 102 members 
Mstep: Class 17 contains 143 members 
Mstep: Class 18 contains 49363 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 43032 members 
Entering Unmasked Estep 
Score: -69532808.000000 Penalty: 42966.859375
Splitting cluster 16 changes total score from -69533664.000000 to -69532808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (49363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Entering Unmasked Estep 
Score: -6350757.500000 Penalty: 1756.130371
	Iteration 0F: 2 clusters Score -6350758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -6317803.000000 Penalty: 3512.260742
	Iteration 0F: 3 clusters Score -6317803 nChanged 23135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -6330774.500000 Penalty: 3512.260742
	Iteration 1F: 3 clusters Score -6330774 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -6331357.500000 Penalty: 3512.260742
	Iteration 2Q: 3 clusters Score -6331358 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -6332018.000000 Penalty: 3512.260742
	Iteration 3Q: 3 clusters Score -6332018 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -6332972.000000 Penalty: 3512.260742
	Iteration 4Q: 3 clusters Score -6332972 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -6334115.000000 Penalty: 3512.260742
	Iteration 5F: 3 clusters Score -6334115 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -6335352.500000 Penalty: 3512.260742
	Iteration 6F: 3 clusters Score -6335352 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -6336510.000000 Penalty: 3512.260742
	Iteration 7F: 3 clusters Score -6336510 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -6337602.500000 Penalty: 3512.260742
	Iteration 8F: 3 clusters Score -6337602 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -6338449.000000 Penalty: 3512.260742
	Iteration 9Q: 3 clusters Score -6338449 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -6339149.500000 Penalty: 3512.260742
	Iteration 10Q: 3 clusters Score -6339150 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -6339786.000000 Penalty: 3512.260742
	Iteration 11Q: 3 clusters Score -6339786 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -6340509.500000 Penalty: 3512.260742
	Iteration 12Q: 3 clusters Score -6340510 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -6341362.500000 Penalty: 3512.260742
	Iteration 13Q: 3 clusters Score -6341362 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -6342421.500000 Penalty: 3512.260742
	Iteration 14Q: 3 clusters Score -6342422 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -6343797.000000 Penalty: 3512.260742
	Iteration 15Q: 3 clusters Score -6343797 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -6345085.500000 Penalty: 3512.260742
	Iteration 16Q: 3 clusters Score -6345086 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -6346292.500000 Penalty: 3512.260742
	Iteration 17Q: 3 clusters Score -6346292 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6347317.000000 Penalty: 3512.260742
	Iteration 18Q: 3 clusters Score -6347317 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6348062.000000 Penalty: 3512.260742
	Iteration 19Q: 3 clusters Score -6348062 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6348525.000000 Penalty: 3512.260742
	Iteration 20F: 3 clusters Score -6348525 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6348874.500000 Penalty: 3512.260742
	Iteration 21Q: 3 clusters Score -6348874 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6349068.000000 Penalty: 3512.260742
	Iteration 22Q: 3 clusters Score -6349068 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6349185.500000 Penalty: 3512.260742
	Iteration 23Q: 3 clusters Score -6349186 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6349258.000000 Penalty: 3512.260742
	Iteration 24Q: 3 clusters Score -6349258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6349295.500000 Penalty: 3512.260742
	Iteration 25Q: 3 clusters Score -6349296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6349325.000000 Penalty: 3512.260742
	Iteration 26Q: 3 clusters Score -6349325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6349337.500000 Penalty: 3512.260742
	Iteration 27Q: 3 clusters Score -6349338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6349353.000000 Penalty: 3512.260742
	Iteration 28Q: 3 clusters Score -6349353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6349364.500000 Penalty: 3512.260742
	Iteration 29Q: 3 clusters Score -6349364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6349376.500000 Penalty: 3512.260742
	Iteration 30Q: 3 clusters Score -6349376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6349387.000000 Penalty: 3512.260742
	Iteration 31Q: 3 clusters Score -6349387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6349386.000000 Penalty: 3512.260742
	Iteration 32Q: 3 clusters Score -6349386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6349389.500000 Penalty: 3512.260742
	Iteration 33Q: 3 clusters Score -6349390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6349403.500000 Penalty: 3512.260742
	Iteration 34Q: 3 clusters Score -6349404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6349407.500000 Penalty: 3512.260742
	Iteration 35Q: 3 clusters Score -6349408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6349407.500000 Penalty: 3512.260742
	Iteration 36Q: 3 clusters Score -6349408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6349415.000000 Penalty: 3512.260742
	Iteration 37Q: 3 clusters Score -6349415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6349423.000000 Penalty: 3512.260742
	Iteration 38Q: 3 clusters Score -6349423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6349426.500000 Penalty: 3512.260742
	Iteration 39Q: 3 clusters Score -6349426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6349425.500000 Penalty: 3512.260742
	Iteration 40F: 3 clusters Score -6349426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6349433.000000 Penalty: 3512.260742
	Iteration 41Q: 3 clusters Score -6349433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6349432.000000 Penalty: 3512.260742
	Iteration 42Q: 3 clusters Score -6349432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6349434.500000 Penalty: 3512.260742
	Iteration 43Q: 3 clusters Score -6349434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6349437.000000 Penalty: 3512.260742
	Iteration 44Q: 3 clusters Score -6349437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6349443.000000 Penalty: 3512.260742
	Iteration 45Q: 3 clusters Score -6349443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6349454.000000 Penalty: 3512.260742
	Iteration 46Q: 3 clusters Score -6349454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6349447.000000 Penalty: 3512.260742
	Iteration 47Q: 3 clusters Score -6349447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6349451.500000 Penalty: 3512.260742
	Iteration 48Q: 3 clusters Score -6349452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6349454.500000 Penalty: 3512.260742
	Iteration 49Q: 3 clusters Score -6349454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6349453.000000 Penalty: 3512.260742
	Iteration 50Q: 3 clusters Score -6349453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6349453.500000 Penalty: 3512.260742
	Iteration 51Q: 3 clusters Score -6349454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6349453.000000 Penalty: 3512.260742
	Iteration 52Q: 3 clusters Score -6349453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6349468.000000 Penalty: 3512.260742
	Iteration 53Q: 3 clusters Score -6349468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6349461.000000 Penalty: 3512.260742
	Iteration 54Q: 3 clusters Score -6349461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6349469.000000 Penalty: 3512.260742
	Iteration 55Q: 3 clusters Score -6349469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6349473.500000 Penalty: 3512.260742
	Iteration 56Q: 3 clusters Score -6349474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6349473.500000 Penalty: 3512.260742
	Iteration 57Q: 3 clusters Score -6349474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6349474.000000 Penalty: 3512.260742
	Iteration 58Q: 3 clusters Score -6349474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6349474.500000 Penalty: 3512.260742
	Iteration 59Q: 3 clusters Score -6349474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6349469.000000 Penalty: 3512.260742
	Iteration 60F: 3 clusters Score -6349469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6349476.000000 Penalty: 3512.260742
	Iteration 61Q: 3 clusters Score -6349476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6349472.000000 Penalty: 3512.260742
	Iteration 62Q: 3 clusters Score -6349472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6349478.000000 Penalty: 3512.260742
	Iteration 63Q: 3 clusters Score -6349478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6349477.000000 Penalty: 3512.260742
	Iteration 64Q: 3 clusters Score -6349477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6349481.500000 Penalty: 3512.260742
	Iteration 65Q: 3 clusters Score -6349482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6349484.000000 Penalty: 3512.260742
	Iteration 66Q: 3 clusters Score -6349484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6349487.500000 Penalty: 3512.260742
	Iteration 67Q: 3 clusters Score -6349488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6349484.500000 Penalty: 3512.260742
	Iteration 68Q: 3 clusters Score -6349484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6349484.500000 Penalty: 3512.260742
	Iteration 69F: 3 clusters Score -6349484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -305070.656250 Penalty: 1266.323853
	Iteration 0F: 2 clusters Score -305070.7 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 1237 members 
Entering Unmasked Estep 
Score: -302688.156250 Penalty: 2532.647705
	Iteration 0F: 3 clusters Score -302688.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -303241.218750 Penalty: 2532.647705
	Iteration 1F: 3 clusters Score -303241.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -303354.625000 Penalty: 2532.647705
	Iteration 2F: 3 clusters Score -303354.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -303411.750000 Penalty: 2532.647705
	Iteration 3Q: 3 clusters Score -303411.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -303445.437500 Penalty: 2532.647705
	Iteration 4Q: 3 clusters Score -303445.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -303467.500000 Penalty: 2532.647705
	Iteration 5Q: 3 clusters Score -303467.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -303484.375000 Penalty: 2532.647705
	Iteration 6Q: 3 clusters Score -303484.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -303497.562500 Penalty: 2532.647705
	Iteration 7Q: 3 clusters Score -303497.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -303505.968750 Penalty: 2532.647705
	Iteration 8Q: 3 clusters Score -303506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -303508.187500 Penalty: 2532.647705
	Iteration 9Q: 3 clusters Score -303508.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303512.312500 Penalty: 2532.647705
	Iteration 10Q: 3 clusters Score -303512.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303513.187500 Penalty: 2532.647705
	Iteration 11Q: 3 clusters Score -303513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -303515.843750 Penalty: 2532.647705
	Iteration 12Q: 3 clusters Score -303515.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -303521.875000 Penalty: 2532.647705
	Iteration 13Q: 3 clusters Score -303521.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -303527.531250 Penalty: 2532.647705
	Iteration 14Q: 3 clusters Score -303527.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -303530.968750 Penalty: 2532.647705
	Iteration 15Q: 3 clusters Score -303531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -303534.187500 Penalty: 2532.647705
	Iteration 16Q: 3 clusters Score -303534.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -303539.218750 Penalty: 2532.647705
	Iteration 17Q: 3 clusters Score -303539.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -303542.468750 Penalty: 2532.647705
	Iteration 18Q: 3 clusters Score -303542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -303544.812500 Penalty: 2532.647705
	Iteration 19Q: 3 clusters Score -303544.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -303547.843750 Penalty: 2532.647705
	Iteration 20F: 3 clusters Score -303547.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -303551.937500 Penalty: 2532.647705
	Iteration 21Q: 3 clusters Score -303551.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -303556.468750 Penalty: 2532.647705
	Iteration 22Q: 3 clusters Score -303556.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -303560.968750 Penalty: 2532.647705
	Iteration 23Q: 3 clusters Score -303561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -303564.250000 Penalty: 2532.647705
	Iteration 24Q: 3 clusters Score -303564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -303565.437500 Penalty: 2532.647705
	Iteration 25Q: 3 clusters Score -303565.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -303568.218750 Penalty: 2532.647705
	Iteration 26Q: 3 clusters Score -303568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -303570.781250 Penalty: 2532.647705
	Iteration 27Q: 3 clusters Score -303570.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -303573.375000 Penalty: 2532.647705
	Iteration 28Q: 3 clusters Score -303573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -303574.656250 Penalty: 2532.647705
	Iteration 29Q: 3 clusters Score -303574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -303574.718750 Penalty: 2532.647705
	Iteration 30Q: 3 clusters Score -303574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -303575.437500 Penalty: 2532.647705
	Iteration 31Q: 3 clusters Score -303575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -303577.343750 Penalty: 2532.647705
	Iteration 32Q: 3 clusters Score -303577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -303578.625000 Penalty: 2532.647705
	Iteration 33Q: 3 clusters Score -303578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -303579.375000 Penalty: 2532.647705
	Iteration 34Q: 3 clusters Score -303579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -303581.625000 Penalty: 2532.647705
	Iteration 35Q: 3 clusters Score -303581.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -303584.968750 Penalty: 2532.647705
	Iteration 36Q: 3 clusters Score -303585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -303589.406250 Penalty: 2532.647705
	Iteration 37Q: 3 clusters Score -303589.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -303592.718750 Penalty: 2532.647705
	Iteration 38Q: 3 clusters Score -303592.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -303595.437500 Penalty: 2532.647705
	Iteration 39Q: 3 clusters Score -303595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -303597.000000 Penalty: 2532.647705
	Iteration 40F: 3 clusters Score -303597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -303596.937500 Penalty: 2532.647705
	Iteration 41Q: 3 clusters Score -303596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -303597.687500 Penalty: 2532.647705
	Iteration 42Q: 3 clusters Score -303597.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -303597.750000 Penalty: 2532.647705
	Iteration 43Q: 3 clusters Score -303597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -303598.531250 Penalty: 2532.647705
	Iteration 44Q: 3 clusters Score -303598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -303599.437500 Penalty: 2532.647705
	Iteration 45Q: 3 clusters Score -303599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -303599.843750 Penalty: 2532.647705
	Iteration 46Q: 3 clusters Score -303599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -303599.843750 Penalty: 2532.647705
	Iteration 47F: 3 clusters Score -303599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Entering Unmasked Estep 
Score: -5534791.500000 Penalty: 1733.826172
	Iteration 0F: 2 clusters Score -5534792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -5505764.000000 Penalty: 3467.652344
	Iteration 0F: 3 clusters Score -5505764 nChanged 20252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -5517624.500000 Penalty: 3467.652344
	Iteration 1F: 3 clusters Score -5517624 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -5518475.500000 Penalty: 3467.652344
	Iteration 2Q: 3 clusters Score -5518476 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -5519546.500000 Penalty: 3467.652344
	Iteration 3F: 3 clusters Score -5519546 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -5521080.000000 Penalty: 3467.652344
	Iteration 4F: 3 clusters Score -5521080 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -5523119.500000 Penalty: 3467.652344
	Iteration 5F: 3 clusters Score -5523120 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -5525458.500000 Penalty: 3467.652344
	Iteration 6F: 3 clusters Score -5525458 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -5527647.000000 Penalty: 3467.652344
	Iteration 7F: 3 clusters Score -5527647 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -5529323.000000 Penalty: 3467.652344
	Iteration 8Q: 3 clusters Score -5529323 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -5530231.500000 Penalty: 3467.652344
	Iteration 9Q: 3 clusters Score -5530232 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -5530700.000000 Penalty: 3467.652344
	Iteration 10Q: 3 clusters Score -5530700 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -5530967.000000 Penalty: 3467.652344
	Iteration 11Q: 3 clusters Score -5530967 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5531145.000000 Penalty: 3467.652344
	Iteration 12Q: 3 clusters Score -5531145 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -5531401.500000 Penalty: 3467.652344
	Iteration 13Q: 3 clusters Score -5531402 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -5531621.000000 Penalty: 3467.652344
	Iteration 14Q: 3 clusters Score -5531621 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -5531827.000000 Penalty: 3467.652344
	Iteration 15Q: 3 clusters Score -5531827 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -5532027.500000 Penalty: 3467.652344
	Iteration 16Q: 3 clusters Score -5532028 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -5532186.000000 Penalty: 3467.652344
	Iteration 17Q: 3 clusters Score -5532186 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5532350.500000 Penalty: 3467.652344
	Iteration 18Q: 3 clusters Score -5532350 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -5532505.000000 Penalty: 3467.652344
	Iteration 19Q: 3 clusters Score -5532505 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5532650.500000 Penalty: 3467.652344
	Iteration 20F: 3 clusters Score -5532650 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -5532752.500000 Penalty: 3467.652344
	Iteration 21Q: 3 clusters Score -5532752 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -5532880.000000 Penalty: 3467.652344
	Iteration 22Q: 3 clusters Score -5532880 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -5532962.500000 Penalty: 3467.652344
	Iteration 23Q: 3 clusters Score -5532962 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -5533081.500000 Penalty: 3467.652344
	Iteration 24Q: 3 clusters Score -5533082 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5533173.500000 Penalty: 3467.652344
	Iteration 25Q: 3 clusters Score -5533174 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -5533244.000000 Penalty: 3467.652344
	Iteration 26Q: 3 clusters Score -5533244 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -5533282.000000 Penalty: 3467.652344
	Iteration 27Q: 3 clusters Score -5533282 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -5533329.000000 Penalty: 3467.652344
	Iteration 28Q: 3 clusters Score -5533329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -5533362.000000 Penalty: 3467.652344
	Iteration 29Q: 3 clusters Score -5533362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5533402.000000 Penalty: 3467.652344
	Iteration 30Q: 3 clusters Score -5533402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -5533431.500000 Penalty: 3467.652344
	Iteration 31Q: 3 clusters Score -5533432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5533459.000000 Penalty: 3467.652344
	Iteration 32Q: 3 clusters Score -5533459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5533483.500000 Penalty: 3467.652344
	Iteration 33Q: 3 clusters Score -5533484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -5533494.500000 Penalty: 3467.652344
	Iteration 34Q: 3 clusters Score -5533494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -5533512.000000 Penalty: 3467.652344
	Iteration 35Q: 3 clusters Score -5533512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5533522.000000 Penalty: 3467.652344
	Iteration 36Q: 3 clusters Score -5533522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5533550.000000 Penalty: 3467.652344
	Iteration 37Q: 3 clusters Score -5533550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -5533570.000000 Penalty: 3467.652344
	Iteration 38Q: 3 clusters Score -5533570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -5533585.500000 Penalty: 3467.652344
	Iteration 39Q: 3 clusters Score -5533586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -5533609.500000 Penalty: 3467.652344
	Iteration 40F: 3 clusters Score -5533610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -5533630.000000 Penalty: 3467.652344
	Iteration 41Q: 3 clusters Score -5533630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -5533655.000000 Penalty: 3467.652344
	Iteration 42Q: 3 clusters Score -5533655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5533665.500000 Penalty: 3467.652344
	Iteration 43Q: 3 clusters Score -5533666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5533686.000000 Penalty: 3467.652344
	Iteration 44Q: 3 clusters Score -5533686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -5533693.000000 Penalty: 3467.652344
	Iteration 45Q: 3 clusters Score -5533693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5533701.000000 Penalty: 3467.652344
	Iteration 46Q: 3 clusters Score -5533701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5533714.000000 Penalty: 3467.652344
	Iteration 47Q: 3 clusters Score -5533714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5533718.500000 Penalty: 3467.652344
	Iteration 48Q: 3 clusters Score -5533718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -5533721.500000 Penalty: 3467.652344
	Iteration 49Q: 3 clusters Score -5533722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5533723.500000 Penalty: 3467.652344
	Iteration 50Q: 3 clusters Score -5533724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5533722.000000 Penalty: 3467.652344
	Iteration 51Q: 3 clusters Score -5533722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5533726.500000 Penalty: 3467.652344
	Iteration 52Q: 3 clusters Score -5533726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5533727.000000 Penalty: 3467.652344
	Iteration 53Q: 3 clusters Score -5533727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5533724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -5533724.000000 Penalty: 3467.652344
	Iteration 55F: 3 clusters Score -5533724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 91759 members 
Mstep: Class 4 contains 10704 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33093 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 68180 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 77238 members 
Mstep: Class 15 contains 74103 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49363 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 43032 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 20 clusters Score -6.953371e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 91763 members 
Mstep: Class 4 contains 10705 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33075 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 68248 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6968 members 
Mstep: Class 14 contains 77229 members 
Mstep: Class 15 contains 74120 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49377 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 42930 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 320F: 20 clusters Score -6.953384e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 10687 members 
Mstep: Class 3 contains 91760 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33046 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 68326 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 77228 members 
Mstep: Class 15 contains 74152 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49385 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 42822 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 321Q: 20 clusters Score -6.953378e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 10683 members 
Mstep: Class 3 contains 91765 members 
Mstep: Class 4 contains 10710 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 33017 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 68417 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77235 members 
Mstep: Class 15 contains 74170 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49388 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 42717 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 322Q: 20 clusters Score -6.953378e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 91769 members 
Mstep: Class 4 contains 10713 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32995 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 68488 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 77230 members 
Mstep: Class 15 contains 74192 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49398 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 42622 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 20 clusters Score -6.953372e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 10676 members 
Mstep: Class 3 contains 91761 members 
Mstep: Class 4 contains 10714 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32975 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 68561 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 77220 members 
Mstep: Class 15 contains 74208 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49414 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 42532 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 20 clusters Score -6.953372e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 91752 members 
Mstep: Class 4 contains 10715 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32960 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 68622 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6974 members 
Mstep: Class 14 contains 77220 members 
Mstep: Class 15 contains 74227 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49424 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 42455 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 325Q: 20 clusters Score -6.953362e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 91742 members 
Mstep: Class 4 contains 10716 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32944 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 77218 members 
Mstep: Class 15 contains 74249 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49433 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 42371 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 326Q: 20 clusters Score -6.953358e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 10670 members 
Mstep: Class 3 contains 91751 members 
Mstep: Class 4 contains 10717 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32921 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 68734 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 77215 members 
Mstep: Class 15 contains 74270 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49446 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 42284 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 327Q: 20 clusters Score -6.953366e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 91734 members 
Mstep: Class 4 contains 10718 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32905 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 68788 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 77213 members 
Mstep: Class 15 contains 74290 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49463 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 42215 members 
Entering Unmasked Estep 
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Iteration 328Q: 20 clusters Score -6.953366e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 91721 members 
Mstep: Class 4 contains 10718 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32894 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 68844 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 77217 members 
Mstep: Class 15 contains 74302 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49476 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 42138 members 
Entering Unmasked Estep 
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Iteration 329Q: 20 clusters Score -6.953366e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 91715 members 
Mstep: Class 4 contains 10718 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32879 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 68916 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6971 members 
Mstep: Class 14 contains 77219 members 
Mstep: Class 15 contains 74311 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49482 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 42049 members 
Entering Unmasked Estep 
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Iteration 330Q: 20 clusters Score -6.95337e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 10670 members 
Mstep: Class 3 contains 91704 members 
Mstep: Class 4 contains 10718 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32861 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 68994 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 77217 members 
Mstep: Class 15 contains 74325 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49490 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 41958 members 
Entering Unmasked Estep 
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Iteration 331Q: 20 clusters Score -6.95337e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 10672 members 
Mstep: Class 3 contains 91693 members 
Mstep: Class 4 contains 10718 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32838 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 69073 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 77213 members 
Mstep: Class 15 contains 74340 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49496 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 41879 members 
Entering Unmasked Estep 
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Iteration 332Q: 20 clusters Score -6.953365e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91690 members 
Mstep: Class 4 contains 10719 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32813 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 69149 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 77214 members 
Mstep: Class 15 contains 74358 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49500 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 41806 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 333Q: 20 clusters Score -6.95336e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91692 members 
Mstep: Class 4 contains 10719 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32792 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 69217 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6974 members 
Mstep: Class 14 contains 77212 members 
Mstep: Class 15 contains 74371 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49505 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 41717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533656.000000 Penalty: 40818.515625
Iteration 334Q: 20 clusters Score -6.953366e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 91691 members 
Mstep: Class 4 contains 10718 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32777 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69275 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6974 members 
Mstep: Class 14 contains 77215 members 
Mstep: Class 15 contains 74394 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49511 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 41623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533648.000000 Penalty: 40818.515625
Iteration 335Q: 20 clusters Score -6.953365e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 91703 members 
Mstep: Class 4 contains 10719 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32764 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69343 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6974 members 
Mstep: Class 14 contains 77211 members 
Mstep: Class 15 contains 74406 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49515 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 41525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533616.000000 Penalty: 40818.515625
Iteration 336Q: 20 clusters Score -6.953362e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 91710 members 
Mstep: Class 4 contains 10721 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32746 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69401 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77207 members 
Mstep: Class 15 contains 74433 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49520 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 41433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533648.000000 Penalty: 40818.515625
Iteration 337Q: 20 clusters Score -6.953365e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 91711 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32733 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69447 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 77207 members 
Mstep: Class 15 contains 74457 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49526 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 41349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533760.000000 Penalty: 40818.515625
Iteration 338Q: 20 clusters Score -6.953376e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91719 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32722 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69497 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77203 members 
Mstep: Class 15 contains 74482 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49532 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 41256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533680.000000 Penalty: 40818.515625
Iteration 339Q: 20 clusters Score -6.953368e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 91710 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32709 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69548 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 77197 members 
Mstep: Class 15 contains 74512 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49538 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 41179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533728.000000 Penalty: 40818.515625
Iteration 340F: 20 clusters Score -6.953373e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 91703 members 
Mstep: Class 4 contains 10724 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32699 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69606 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6978 members 
Mstep: Class 14 contains 77191 members 
Mstep: Class 15 contains 74549 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49541 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 41102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533808.000000 Penalty: 40818.515625
Iteration 341Q: 20 clusters Score -6.953381e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 91684 members 
Mstep: Class 4 contains 10724 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32692 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69661 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6980 members 
Mstep: Class 14 contains 77188 members 
Mstep: Class 15 contains 74567 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49545 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 41045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533848.000000 Penalty: 40818.515625
Iteration 342Q: 20 clusters Score -6.953385e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 91661 members 
Mstep: Class 4 contains 10726 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32680 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69708 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6980 members 
Mstep: Class 14 contains 77185 members 
Mstep: Class 15 contains 74585 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49558 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533848.000000 Penalty: 40818.515625
Iteration 343Q: 20 clusters Score -6.953385e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80861 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 91637 members 
Mstep: Class 4 contains 10728 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32658 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69757 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6979 members 
Mstep: Class 14 contains 77180 members 
Mstep: Class 15 contains 74608 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49568 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533952.000000 Penalty: 40818.515625
Iteration 344Q: 20 clusters Score -6.953395e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 10658 members 
Mstep: Class 3 contains 91639 members 
Mstep: Class 4 contains 10729 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32636 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69802 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6980 members 
Mstep: Class 14 contains 77175 members 
Mstep: Class 15 contains 74623 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49570 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533888.000000 Penalty: 40818.515625
Iteration 345Q: 20 clusters Score -6.953389e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 10657 members 
Mstep: Class 3 contains 91629 members 
Mstep: Class 4 contains 10729 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32616 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 69839 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 77175 members 
Mstep: Class 15 contains 74634 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49575 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 40847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533936.000000 Penalty: 40818.515625
Iteration 346Q: 20 clusters Score -6.953394e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 10657 members 
Mstep: Class 3 contains 91623 members 
Mstep: Class 4 contains 10729 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32607 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 69864 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6983 members 
Mstep: Class 14 contains 77168 members 
Mstep: Class 15 contains 74643 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49584 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533936.000000 Penalty: 40818.515625
Iteration 347Q: 20 clusters Score -6.953394e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 91623 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32589 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 69896 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 77170 members 
Mstep: Class 15 contains 74656 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49593 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533920.000000 Penalty: 40818.515625
Iteration 348Q: 20 clusters Score -6.953392e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 10654 members 
Mstep: Class 3 contains 91621 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32576 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 69918 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 77170 members 
Mstep: Class 15 contains 74674 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49604 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533848.000000 Penalty: 40818.515625
Iteration 349Q: 20 clusters Score -6.953385e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80981 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 91624 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32565 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 69939 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6983 members 
Mstep: Class 14 contains 77174 members 
Mstep: Class 15 contains 74696 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49608 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533880.000000 Penalty: 40818.515625
Iteration 350Q: 20 clusters Score -6.953388e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 91640 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32556 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 69971 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6981 members 
Mstep: Class 14 contains 77181 members 
Mstep: Class 15 contains 74711 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49611 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533856.000000 Penalty: 40818.515625
Iteration 351Q: 20 clusters Score -6.953386e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 91643 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32550 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 70009 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6981 members 
Mstep: Class 14 contains 77183 members 
Mstep: Class 15 contains 74721 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49613 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533848.000000 Penalty: 40818.515625
Iteration 352Q: 20 clusters Score -6.953385e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 10657 members 
Mstep: Class 3 contains 91625 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32544 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 70052 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 77184 members 
Mstep: Class 15 contains 74730 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49619 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533808.000000 Penalty: 40818.515625
Iteration 353Q: 20 clusters Score -6.953381e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 10657 members 
Mstep: Class 3 contains 91615 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32538 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 70081 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6980 members 
Mstep: Class 14 contains 77188 members 
Mstep: Class 15 contains 74748 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49625 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533864.000000 Penalty: 40818.515625
Iteration 354Q: 20 clusters Score -6.953386e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 91610 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32536 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 70109 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 77196 members 
Mstep: Class 15 contains 74769 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49630 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533760.000000 Penalty: 40818.515625
Iteration 355Q: 20 clusters Score -6.953376e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 91601 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32531 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 70144 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6984 members 
Mstep: Class 14 contains 77205 members 
Mstep: Class 15 contains 74787 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49640 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533760.000000 Penalty: 40818.515625
Iteration 356Q: 20 clusters Score -6.953376e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 10658 members 
Mstep: Class 3 contains 91603 members 
Mstep: Class 4 contains 10731 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32526 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 70187 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6986 members 
Mstep: Class 14 contains 77203 members 
Mstep: Class 15 contains 74805 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49649 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533704.000000 Penalty: 40818.515625
Iteration 357Q: 20 clusters Score -6.95337e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 91612 members 
Mstep: Class 4 contains 10733 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32516 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 70239 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6991 members 
Mstep: Class 14 contains 77201 members 
Mstep: Class 15 contains 74815 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49652 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 40070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533704.000000 Penalty: 40818.515625
Iteration 358Q: 20 clusters Score -6.95337e+07 nChanged 168
Entering ConstructFrom: 
Score: -69533704.000000 Penalty: 40818.515625
Entering ConstructFrom: 
Trying to split cluster 1 (81106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Entering Unmasked Estep 
Score: -10427283.000000 Penalty: 1836.820801
	Iteration 0F: 2 clusters Score -1.042728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -10374299.000000 Penalty: 3673.641602
	Iteration 0F: 3 clusters Score -1.03743e+07 nChanged 38616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -10396629.000000 Penalty: 3673.641602
	Iteration 1F: 3 clusters Score -1.039663e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -10397988.000000 Penalty: 3673.641602
	Iteration 2Q: 3 clusters Score -1.039799e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -10400301.000000 Penalty: 3673.641602
	Iteration 3F: 3 clusters Score -1.04003e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -10404092.000000 Penalty: 3673.641602
	Iteration 4F: 3 clusters Score -1.040409e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -10409453.000000 Penalty: 3673.641602
	Iteration 5F: 3 clusters Score -1.040945e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -10415004.000000 Penalty: 3673.641602
	Iteration 6F: 3 clusters Score -1.0415e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -10419750.000000 Penalty: 3673.641602
	Iteration 7F: 3 clusters Score -1.041975e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -10422798.000000 Penalty: 3673.641602
	Iteration 8Q: 3 clusters Score -1.04228e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -10424296.000000 Penalty: 3673.641602
	Iteration 9Q: 3 clusters Score -1.04243e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -10425006.000000 Penalty: 3673.641602
	Iteration 10Q: 3 clusters Score -1.042501e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -10425331.000000 Penalty: 3673.641602
	Iteration 11Q: 3 clusters Score -1.042533e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -10425535.000000 Penalty: 3673.641602
	Iteration 12Q: 3 clusters Score -1.042554e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -10425662.000000 Penalty: 3673.641602
	Iteration 13Q: 3 clusters Score -1.042566e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -10425722.000000 Penalty: 3673.641602
	Iteration 14Q: 3 clusters Score -1.042572e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -10425769.000000 Penalty: 3673.641602
	Iteration 15Q: 3 clusters Score -1.042577e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -10425802.000000 Penalty: 3673.641602
	Iteration 16Q: 3 clusters Score -1.04258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -10425839.000000 Penalty: 3673.641602
	Iteration 17Q: 3 clusters Score -1.042584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -10425858.000000 Penalty: 3673.641602
	Iteration 18Q: 3 clusters Score -1.042586e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -10425879.000000 Penalty: 3673.641602
	Iteration 19Q: 3 clusters Score -1.042588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -10425892.000000 Penalty: 3673.641602
	Iteration 20F: 3 clusters Score -1.042589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -10425898.000000 Penalty: 3673.641602
	Iteration 21Q: 3 clusters Score -1.04259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -10425893.000000 Penalty: 3673.641602
	Iteration 22Q: 3 clusters Score -1.042589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -10425898.000000 Penalty: 3673.641602
	Iteration 23Q: 3 clusters Score -1.04259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 80734 members 
Entering Unmasked Estep 
Score: -10425899.000000 Penalty: 3673.641602
	Iteration 24Q: 3 clusters Score -1.04259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -10425902.000000 Penalty: 3673.641602
	Iteration 25Q: 3 clusters Score -1.04259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 80730 members 
Entering Unmasked Estep 
Score: -10425906.000000 Penalty: 3673.641602
	Iteration 26Q: 3 clusters Score -1.042591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -10425897.000000 Penalty: 3673.641602
	Iteration 27Q: 3 clusters Score -1.04259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -10425903.000000 Penalty: 3673.641602
	Iteration 28Q: 3 clusters Score -1.04259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 80734 members 
Entering Unmasked Estep 
Score: -10425904.000000 Penalty: 3673.641602
	Iteration 29Q: 3 clusters Score -1.04259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -10425905.000000 Penalty: 3673.641602
	Iteration 30Q: 3 clusters Score -1.04259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -10425905.000000 Penalty: 3673.641602
	Iteration 31F: 3 clusters Score -1.04259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Entering Unmasked Estep 
Score: -1347152.750000 Penalty: 1507.066284
	Iteration 0F: 2 clusters Score -1347153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1339545.000000 Penalty: 3014.132568
	Iteration 0F: 3 clusters Score -1339545 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1341968.750000 Penalty: 3014.132568
	Iteration 1F: 3 clusters Score -1341969 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1342242.125000 Penalty: 3014.132568
	Iteration 2F: 3 clusters Score -1342242 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1342513.375000 Penalty: 3014.132568
	Iteration 3F: 3 clusters Score -1342513 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1342792.125000 Penalty: 3014.132568
	Iteration 4F: 3 clusters Score -1342792 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1343083.625000 Penalty: 3014.132568
	Iteration 5Q: 3 clusters Score -1343084 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1343410.500000 Penalty: 3014.132568
	Iteration 6Q: 3 clusters Score -1343410 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1343752.375000 Penalty: 3014.132568
	Iteration 7F: 3 clusters Score -1343752 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1344119.375000 Penalty: 3014.132568
	Iteration 8Q: 3 clusters Score -1344119 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1344523.000000 Penalty: 3014.132568
	Iteration 9Q: 3 clusters Score -1344523 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1344920.625000 Penalty: 3014.132568
	Iteration 10Q: 3 clusters Score -1344921 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1345185.750000 Penalty: 3014.132568
	Iteration 11Q: 3 clusters Score -1345186 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1345358.250000 Penalty: 3014.132568
	Iteration 12Q: 3 clusters Score -1345358 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1345476.500000 Penalty: 3014.132568
	Iteration 13Q: 3 clusters Score -1345476 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1345564.500000 Penalty: 3014.132568
	Iteration 14Q: 3 clusters Score -1345564 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1345624.875000 Penalty: 3014.132568
	Iteration 15Q: 3 clusters Score -1345625 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1345685.000000 Penalty: 3014.132568
	Iteration 16Q: 3 clusters Score -1345685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1345735.875000 Penalty: 3014.132568
	Iteration 17Q: 3 clusters Score -1345736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1345769.750000 Penalty: 3014.132568
	Iteration 18Q: 3 clusters Score -1345770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1345802.625000 Penalty: 3014.132568
	Iteration 19Q: 3 clusters Score -1345803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1345818.750000 Penalty: 3014.132568
	Iteration 20F: 3 clusters Score -1345819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1345836.875000 Penalty: 3014.132568
	Iteration 21Q: 3 clusters Score -1345837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1345843.125000 Penalty: 3014.132568
	Iteration 22Q: 3 clusters Score -1345843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1345852.500000 Penalty: 3014.132568
	Iteration 23Q: 3 clusters Score -1345852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1345860.000000 Penalty: 3014.132568
	Iteration 24Q: 3 clusters Score -1345860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1345864.000000 Penalty: 3014.132568
	Iteration 25Q: 3 clusters Score -1345864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1345866.375000 Penalty: 3014.132568
	Iteration 26Q: 3 clusters Score -1345866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1345868.375000 Penalty: 3014.132568
	Iteration 27Q: 3 clusters Score -1345868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1345870.625000 Penalty: 3014.132568
	Iteration 28Q: 3 clusters Score -1345871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1345871.625000 Penalty: 3014.132568
	Iteration 29Q: 3 clusters Score -1345872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1345877.250000 Penalty: 3014.132568
	Iteration 30Q: 3 clusters Score -1345877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1345877.500000 Penalty: 3014.132568
	Iteration 31Q: 3 clusters Score -1345878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1345878.625000 Penalty: 3014.132568
	Iteration 32Q: 3 clusters Score -1345879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1345879.250000 Penalty: 3014.132568
	Iteration 33Q: 3 clusters Score -1345879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1345882.375000 Penalty: 3014.132568
	Iteration 34Q: 3 clusters Score -1345882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1345882.625000 Penalty: 3014.132568
	Iteration 35Q: 3 clusters Score -1345883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1345882.625000 Penalty: 3014.132568
	Iteration 36F: 3 clusters Score -1345883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Entering Unmasked Estep 
Score: -11757563.000000 Penalty: 1856.624634
	Iteration 0F: 2 clusters Score -1.175756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -11697718.000000 Penalty: 3713.249268
	Iteration 0F: 3 clusters Score -1.169772e+07 nChanged 43563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -11722831.000000 Penalty: 3713.249268
	Iteration 1F: 3 clusters Score -1.172283e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -11723383.000000 Penalty: 3713.249268
	Iteration 2Q: 3 clusters Score -1.172338e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -11723946.000000 Penalty: 3713.249268
	Iteration 3Q: 3 clusters Score -1.172395e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -11724655.000000 Penalty: 3713.249268
	Iteration 4Q: 3 clusters Score -1.172466e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -11725543.000000 Penalty: 3713.249268
	Iteration 5Q: 3 clusters Score -1.172554e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -11727119.000000 Penalty: 3713.249268
	Iteration 6Q: 3 clusters Score -1.172712e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -11729386.000000 Penalty: 3713.249268
	Iteration 7Q: 3 clusters Score -1.172939e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -11732719.000000 Penalty: 3713.249268
	Iteration 8F: 3 clusters Score -1.173272e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -11736656.000000 Penalty: 3713.249268
	Iteration 9F: 3 clusters Score -1.173666e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -11740397.000000 Penalty: 3713.249268
	Iteration 10F: 3 clusters Score -1.17404e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -11743194.000000 Penalty: 3713.249268
	Iteration 11Q: 3 clusters Score -1.174319e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -11745146.000000 Penalty: 3713.249268
	Iteration 12Q: 3 clusters Score -1.174515e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -11746565.000000 Penalty: 3713.249268
	Iteration 13Q: 3 clusters Score -1.174656e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -11747747.000000 Penalty: 3713.249268
	Iteration 14Q: 3 clusters Score -1.174775e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -11748867.000000 Penalty: 3713.249268
	Iteration 15Q: 3 clusters Score -1.174887e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -11749890.000000 Penalty: 3713.249268
	Iteration 16Q: 3 clusters Score -1.174989e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -11750960.000000 Penalty: 3713.249268
	Iteration 17Q: 3 clusters Score -1.175096e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 85021 members 
Entering Unmasked Estep 
Score: -11751906.000000 Penalty: 3713.249268
	Iteration 18Q: 3 clusters Score -1.175191e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -11752770.000000 Penalty: 3713.249268
	Iteration 19Q: 3 clusters Score -1.175277e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -11753522.000000 Penalty: 3713.249268
	Iteration 20F: 3 clusters Score -1.175352e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -11754222.000000 Penalty: 3713.249268
	Iteration 21Q: 3 clusters Score -1.175422e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 89111 members 
Entering Unmasked Estep 
Score: -11754713.000000 Penalty: 3713.249268
	Iteration 22Q: 3 clusters Score -1.175471e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -11755045.000000 Penalty: 3713.249268
	Iteration 23Q: 3 clusters Score -1.175504e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -11755348.000000 Penalty: 3713.249268
	Iteration 24Q: 3 clusters Score -1.175535e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 90304 members 
Entering Unmasked Estep 
Score: -11755497.000000 Penalty: 3713.249268
	Iteration 25Q: 3 clusters Score -1.17555e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -11755595.000000 Penalty: 3713.249268
	Iteration 26Q: 3 clusters Score -1.17556e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -11755659.000000 Penalty: 3713.249268
	Iteration 27Q: 3 clusters Score -1.175566e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -11755725.000000 Penalty: 3713.249268
	Iteration 28Q: 3 clusters Score -1.175572e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -11755766.000000 Penalty: 3713.249268
	Iteration 29Q: 3 clusters Score -1.175577e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -11755807.000000 Penalty: 3713.249268
	Iteration 30Q: 3 clusters Score -1.175581e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -11755832.000000 Penalty: 3713.249268
	Iteration 31Q: 3 clusters Score -1.175583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -11755846.000000 Penalty: 3713.249268
	Iteration 32Q: 3 clusters Score -1.175585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -11755844.000000 Penalty: 3713.249268
	Iteration 33Q: 3 clusters Score -1.175584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -11755851.000000 Penalty: 3713.249268
	Iteration 34Q: 3 clusters Score -1.175585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -11755868.000000 Penalty: 3713.249268
	Iteration 35Q: 3 clusters Score -1.175587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -11755869.000000 Penalty: 3713.249268
	Iteration 36Q: 3 clusters Score -1.175587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -11755882.000000 Penalty: 3713.249268
	Iteration 37Q: 3 clusters Score -1.175588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 91004 members 
Entering Unmasked Estep 
Score: -11755892.000000 Penalty: 3713.249268
	Iteration 38Q: 3 clusters Score -1.175589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -11755911.000000 Penalty: 3713.249268
	Iteration 39Q: 3 clusters Score -1.175591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -11755910.000000 Penalty: 3713.249268
	Iteration 40F: 3 clusters Score -1.175591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -11755931.000000 Penalty: 3713.249268
	Iteration 41Q: 3 clusters Score -1.175593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -11755933.000000 Penalty: 3713.249268
	Iteration 42Q: 3 clusters Score -1.175593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -11755945.000000 Penalty: 3713.249268
	Iteration 43Q: 3 clusters Score -1.175594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -11755955.000000 Penalty: 3713.249268
	Iteration 44Q: 3 clusters Score -1.175596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -11755950.000000 Penalty: 3713.249268
	Iteration 45Q: 3 clusters Score -1.175595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -11755952.000000 Penalty: 3713.249268
	Iteration 46Q: 3 clusters Score -1.175595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -11755952.000000 Penalty: 3713.249268
	Iteration 47Q: 3 clusters Score -1.175595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -11755956.000000 Penalty: 3713.249268
	Iteration 48Q: 3 clusters Score -1.175596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -11755956.000000 Penalty: 3713.249268
	Iteration 49Q: 3 clusters Score -1.175596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -11755956.000000 Penalty: 3713.249268
	Iteration 50Q: 3 clusters Score -1.175596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -11755955.000000 Penalty: 3713.249268
	Iteration 51Q: 3 clusters Score -1.175596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -11755955.000000 Penalty: 3713.249268
	Iteration 52Q: 3 clusters Score -1.175596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -11755956.000000 Penalty: 3713.249268
	Iteration 53Q: 3 clusters Score -1.175596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -11755956.000000 Penalty: 3713.249268
	Iteration 54F: 3 clusters Score -1.175596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Entering Unmasked Estep 
Score: -1368115.000000 Penalty: 1508.190430
	Iteration 0F: 2 clusters Score -1368115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1360460.750000 Penalty: 3016.380859
	Iteration 0F: 3 clusters Score -1360461 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1362989.250000 Penalty: 3016.380859
	Iteration 1F: 3 clusters Score -1362989 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1363224.125000 Penalty: 3016.380859
	Iteration 2F: 3 clusters Score -1363224 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1363423.250000 Penalty: 3016.380859
	Iteration 3Q: 3 clusters Score -1363423 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1363620.500000 Penalty: 3016.380859
	Iteration 4Q: 3 clusters Score -1363620 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1363819.250000 Penalty: 3016.380859
	Iteration 5Q: 3 clusters Score -1363819 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1364001.000000 Penalty: 3016.380859
	Iteration 6Q: 3 clusters Score -1364001 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1364216.500000 Penalty: 3016.380859
	Iteration 7Q: 3 clusters Score -1364216 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1364489.625000 Penalty: 3016.380859
	Iteration 8Q: 3 clusters Score -1364490 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1364796.875000 Penalty: 3016.380859
	Iteration 9Q: 3 clusters Score -1364797 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1365096.000000 Penalty: 3016.380859
	Iteration 10Q: 3 clusters Score -1365096 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1365440.375000 Penalty: 3016.380859
	Iteration 11Q: 3 clusters Score -1365440 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1365765.500000 Penalty: 3016.380859
	Iteration 12Q: 3 clusters Score -1365766 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1366001.625000 Penalty: 3016.380859
	Iteration 13Q: 3 clusters Score -1366002 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1366154.500000 Penalty: 3016.380859
	Iteration 14Q: 3 clusters Score -1366154 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1366274.000000 Penalty: 3016.380859
	Iteration 15Q: 3 clusters Score -1366274 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1366364.625000 Penalty: 3016.380859
	Iteration 16Q: 3 clusters Score -1366365 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1366430.125000 Penalty: 3016.380859
	Iteration 17Q: 3 clusters Score -1366430 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1366480.375000 Penalty: 3016.380859
	Iteration 18Q: 3 clusters Score -1366480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1366534.500000 Penalty: 3016.380859
	Iteration 19Q: 3 clusters Score -1366534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1366566.125000 Penalty: 3016.380859
	Iteration 20F: 3 clusters Score -1366566 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1366599.125000 Penalty: 3016.380859
	Iteration 21Q: 3 clusters Score -1366599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1366625.125000 Penalty: 3016.380859
	Iteration 22Q: 3 clusters Score -1366625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1366648.625000 Penalty: 3016.380859
	Iteration 23Q: 3 clusters Score -1366649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1366665.000000 Penalty: 3016.380859
	Iteration 24Q: 3 clusters Score -1366665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1366677.125000 Penalty: 3016.380859
	Iteration 25Q: 3 clusters Score -1366677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1366691.875000 Penalty: 3016.380859
	Iteration 26Q: 3 clusters Score -1366692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1366704.500000 Penalty: 3016.380859
	Iteration 27Q: 3 clusters Score -1366704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1366713.750000 Penalty: 3016.380859
	Iteration 28Q: 3 clusters Score -1366714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1366717.750000 Penalty: 3016.380859
	Iteration 29Q: 3 clusters Score -1366718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1366729.125000 Penalty: 3016.380859
	Iteration 30Q: 3 clusters Score -1366729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1366738.625000 Penalty: 3016.380859
	Iteration 31Q: 3 clusters Score -1366739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1366746.625000 Penalty: 3016.380859
	Iteration 32Q: 3 clusters Score -1366747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1366747.500000 Penalty: 3016.380859
	Iteration 33Q: 3 clusters Score -1366748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1366751.750000 Penalty: 3016.380859
	Iteration 34Q: 3 clusters Score -1366752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1366756.500000 Penalty: 3016.380859
	Iteration 35Q: 3 clusters Score -1366756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1366762.750000 Penalty: 3016.380859
	Iteration 36Q: 3 clusters Score -1366763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1366761.875000 Penalty: 3016.380859
	Iteration 37Q: 3 clusters Score -1366762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1366766.750000 Penalty: 3016.380859
	Iteration 38Q: 3 clusters Score -1366767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1366766.500000 Penalty: 3016.380859
	Iteration 39Q: 3 clusters Score -1366766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1366767.250000 Penalty: 3016.380859
	Iteration 40F: 3 clusters Score -1366767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1366766.750000 Penalty: 3016.380859
	Iteration 41Q: 3 clusters Score -1366767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1366768.500000 Penalty: 3016.380859
	Iteration 42Q: 3 clusters Score -1366768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1366768.250000 Penalty: 3016.380859
	Iteration 43Q: 3 clusters Score -1366768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1366768.500000 Penalty: 3016.380859
	Iteration 44Q: 3 clusters Score -1366768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1366769.750000 Penalty: 3016.380859
	Iteration 45Q: 3 clusters Score -1366770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1366768.375000 Penalty: 3016.380859
	Iteration 46Q: 3 clusters Score -1366768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1366769.375000 Penalty: 3016.380859
	Iteration 47Q: 3 clusters Score -1366769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1366768.250000 Penalty: 3016.380859
	Iteration 48Q: 3 clusters Score -1366768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1366768.375000 Penalty: 3016.380859
	Iteration 49Q: 3 clusters Score -1366768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1366772.250000 Penalty: 3016.380859
	Iteration 50Q: 3 clusters Score -1366772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1366773.125000 Penalty: 3016.380859
	Iteration 51Q: 3 clusters Score -1366773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1366772.750000 Penalty: 3016.380859
	Iteration 52Q: 3 clusters Score -1366773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1366773.750000 Penalty: 3016.380859
	Iteration 53Q: 3 clusters Score -1366774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1366774.875000 Penalty: 3016.380859
	Iteration 54Q: 3 clusters Score -1366775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1366774.500000 Penalty: 3016.380859
	Iteration 55Q: 3 clusters Score -1366774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1366774.625000 Penalty: 3016.380859
	Iteration 56Q: 3 clusters Score -1366775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1366778.750000 Penalty: 3016.380859
	Iteration 57Q: 3 clusters Score -1366779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1366777.250000 Penalty: 3016.380859
	Iteration 58Q: 3 clusters Score -1366777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1366777.500000 Penalty: 3016.380859
	Iteration 59Q: 3 clusters Score -1366778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1366779.750000 Penalty: 3016.380859
	Iteration 60F: 3 clusters Score -1366780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1366778.750000 Penalty: 3016.380859
	Iteration 61Q: 3 clusters Score -1366779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1366780.875000 Penalty: 3016.380859
	Iteration 62Q: 3 clusters Score -1366781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1366780.500000 Penalty: 3016.380859
	Iteration 63Q: 3 clusters Score -1366780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1366782.375000 Penalty: 3016.380859
	Iteration 64Q: 3 clusters Score -1366782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1366782.500000 Penalty: 3016.380859
	Iteration 65Q: 3 clusters Score -1366782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1366782.500000 Penalty: 3016.380859
	Iteration 66F: 3 clusters Score -1366782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -39407.351562 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -39407.35 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 219 members 
Entering Unmasked Estep 
Score: -38423.277344 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -38423.28 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38717.363281 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -38717.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38946.308594 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -38946.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39086.410156 Penalty: 1970.730103
	Iteration 3F: 3 clusters Score -39086.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39128.281250 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -39128.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39139.882812 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -39139.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39146.144531 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -39146.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39146.144531 Penalty: 1970.730103
	Iteration 7F: 3 clusters Score -39146.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Entering Unmasked Estep 
Score: -4216782.000000 Penalty: 1688.251709
	Iteration 0F: 2 clusters Score -4216782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4194961.000000 Penalty: 3376.503418
	Iteration 0F: 3 clusters Score -4194961 nChanged 14910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4203267.500000 Penalty: 3376.503418
	Iteration 1F: 3 clusters Score -4203268 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -4203699.500000 Penalty: 3376.503418
	Iteration 2Q: 3 clusters Score -4203700 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4204197.500000 Penalty: 3376.503418
	Iteration 3Q: 3 clusters Score -4204198 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -4204822.000000 Penalty: 3376.503418
	Iteration 4Q: 3 clusters Score -4204822 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -4205833.500000 Penalty: 3376.503418
	Iteration 5F: 3 clusters Score -4205834 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4207314.500000 Penalty: 3376.503418
	Iteration 6F: 3 clusters Score -4207314 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4209258.000000 Penalty: 3376.503418
	Iteration 7F: 3 clusters Score -4209258 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -4211262.000000 Penalty: 3376.503418
	Iteration 8F: 3 clusters Score -4211262 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4212664.500000 Penalty: 3376.503418
	Iteration 9Q: 3 clusters Score -4212664 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4213377.000000 Penalty: 3376.503418
	Iteration 10Q: 3 clusters Score -4213377 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4213671.500000 Penalty: 3376.503418
	Iteration 11Q: 3 clusters Score -4213672 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -4213870.500000 Penalty: 3376.503418
	Iteration 12Q: 3 clusters Score -4213870 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4214045.000000 Penalty: 3376.503418
	Iteration 13Q: 3 clusters Score -4214045 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4214163.000000 Penalty: 3376.503418
	Iteration 14Q: 3 clusters Score -4214163 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4214268.500000 Penalty: 3376.503418
	Iteration 15Q: 3 clusters Score -4214268 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4214372.500000 Penalty: 3376.503418
	Iteration 16Q: 3 clusters Score -4214372 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4214448.500000 Penalty: 3376.503418
	Iteration 17Q: 3 clusters Score -4214448 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4214547.000000 Penalty: 3376.503418
	Iteration 18Q: 3 clusters Score -4214547 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4214636.000000 Penalty: 3376.503418
	Iteration 19Q: 3 clusters Score -4214636 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4214710.000000 Penalty: 3376.503418
	Iteration 20F: 3 clusters Score -4214710 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4214778.000000 Penalty: 3376.503418
	Iteration 21Q: 3 clusters Score -4214778 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4214844.500000 Penalty: 3376.503418
	Iteration 22Q: 3 clusters Score -4214844 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4214898.000000 Penalty: 3376.503418
	Iteration 23Q: 3 clusters Score -4214898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4214943.500000 Penalty: 3376.503418
	Iteration 24Q: 3 clusters Score -4214944 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4215003.500000 Penalty: 3376.503418
	Iteration 25Q: 3 clusters Score -4215004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4215053.000000 Penalty: 3376.503418
	Iteration 26Q: 3 clusters Score -4215053 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4215088.000000 Penalty: 3376.503418
	Iteration 27Q: 3 clusters Score -4215088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4215125.000000 Penalty: 3376.503418
	Iteration 28Q: 3 clusters Score -4215125 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4215155.500000 Penalty: 3376.503418
	Iteration 29Q: 3 clusters Score -4215156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4215181.500000 Penalty: 3376.503418
	Iteration 30Q: 3 clusters Score -4215182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4215203.500000 Penalty: 3376.503418
	Iteration 31Q: 3 clusters Score -4215204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4215232.000000 Penalty: 3376.503418
	Iteration 32Q: 3 clusters Score -4215232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4215240.500000 Penalty: 3376.503418
	Iteration 33Q: 3 clusters Score -4215240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4215256.500000 Penalty: 3376.503418
	Iteration 34Q: 3 clusters Score -4215256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4215261.000000 Penalty: 3376.503418
	Iteration 35Q: 3 clusters Score -4215261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4215269.000000 Penalty: 3376.503418
	Iteration 36Q: 3 clusters Score -4215269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4215278.500000 Penalty: 3376.503418
	Iteration 37Q: 3 clusters Score -4215278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4215283.500000 Penalty: 3376.503418
	Iteration 38Q: 3 clusters Score -4215284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4215290.500000 Penalty: 3376.503418
	Iteration 39Q: 3 clusters Score -4215290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4215302.500000 Penalty: 3376.503418
	Iteration 40F: 3 clusters Score -4215302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4215303.500000 Penalty: 3376.503418
	Iteration 41Q: 3 clusters Score -4215304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4215303.000000 Penalty: 3376.503418
	Iteration 42Q: 3 clusters Score -4215303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4215309.000000 Penalty: 3376.503418
	Iteration 43Q: 3 clusters Score -4215309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4215317.500000 Penalty: 3376.503418
	Iteration 44Q: 3 clusters Score -4215318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4215314.000000 Penalty: 3376.503418
	Iteration 45Q: 3 clusters Score -4215314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4215322.500000 Penalty: 3376.503418
	Iteration 46Q: 3 clusters Score -4215322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4215320.500000 Penalty: 3376.503418
	Iteration 47Q: 3 clusters Score -4215320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4215328.000000 Penalty: 3376.503418
	Iteration 48Q: 3 clusters Score -4215328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4215334.000000 Penalty: 3376.503418
	Iteration 49Q: 3 clusters Score -4215334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4215334.000000 Penalty: 3376.503418
	Iteration 50Q: 3 clusters Score -4215334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4215339.500000 Penalty: 3376.503418
	Iteration 51Q: 3 clusters Score -4215340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4215342.000000 Penalty: 3376.503418
	Iteration 52Q: 3 clusters Score -4215342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4215344.000000 Penalty: 3376.503418
	Iteration 53Q: 3 clusters Score -4215344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4215342.500000 Penalty: 3376.503418
	Iteration 54Q: 3 clusters Score -4215342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4215341.000000 Penalty: 3376.503418
	Iteration 55Q: 3 clusters Score -4215341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4215344.500000 Penalty: 3376.503418
	Iteration 56Q: 3 clusters Score -4215344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4215344.500000 Penalty: 3376.503418
	Iteration 57F: 3 clusters Score -4215344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -102274.976562 Penalty: 1100.811401
	Iteration 0F: 2 clusters Score -102275 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 452 members 
Entering Unmasked Estep 
Score: -100939.593750 Penalty: 2201.622803
	Iteration 0F: 3 clusters Score -100939.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101174.648438 Penalty: 2201.622803
	Iteration 1F: 3 clusters Score -101174.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101317.109375 Penalty: 2201.622803
	Iteration 2F: 3 clusters Score -101317.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101416.437500 Penalty: 2201.622803
	Iteration 3F: 3 clusters Score -101416.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -101459.640625 Penalty: 2201.622803
	Iteration 4Q: 3 clusters Score -101459.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101487.695312 Penalty: 2201.622803
	Iteration 5Q: 3 clusters Score -101487.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101520.132812 Penalty: 2201.622803
	Iteration 6Q: 3 clusters Score -101520.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -101547.703125 Penalty: 2201.622803
	Iteration 7Q: 3 clusters Score -101547.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -101569.453125 Penalty: 2201.622803
	Iteration 8Q: 3 clusters Score -101569.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -101577.070312 Penalty: 2201.622803
	Iteration 9Q: 3 clusters Score -101577.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -101580.531250 Penalty: 2201.622803
	Iteration 10Q: 3 clusters Score -101580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -101582.265625 Penalty: 2201.622803
	Iteration 11Q: 3 clusters Score -101582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -101586.960938 Penalty: 2201.622803
	Iteration 12Q: 3 clusters Score -101587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -101595.070312 Penalty: 2201.622803
	Iteration 13Q: 3 clusters Score -101595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101598.390625 Penalty: 2201.622803
	Iteration 14Q: 3 clusters Score -101598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -101605.992188 Penalty: 2201.622803
	Iteration 15Q: 3 clusters Score -101606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -101607.195312 Penalty: 2201.622803
	Iteration 16Q: 3 clusters Score -101607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -101607.195312 Penalty: 2201.622803
	Iteration 17F: 3 clusters Score -101607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Entering Unmasked Estep 
Score: -9016318.000000 Penalty: 1813.555664
	Iteration 0F: 2 clusters Score -9016318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -8969446.000000 Penalty: 3627.111328
	Iteration 0F: 3 clusters Score -8969446 nChanged 33364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -8988296.000000 Penalty: 3627.111328
	Iteration 1F: 3 clusters Score -8988296 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -8988877.000000 Penalty: 3627.111328
	Iteration 2Q: 3 clusters Score -8988877 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -8989466.000000 Penalty: 3627.111328
	Iteration 3Q: 3 clusters Score -8989466 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -8990146.000000 Penalty: 3627.111328
	Iteration 4Q: 3 clusters Score -8990146 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -8991222.000000 Penalty: 3627.111328
	Iteration 5Q: 3 clusters Score -8991222 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -8992736.000000 Penalty: 3627.111328
	Iteration 6Q: 3 clusters Score -8992736 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -8994943.000000 Penalty: 3627.111328
	Iteration 7F: 3 clusters Score -8994943 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -8997584.000000 Penalty: 3627.111328
	Iteration 8F: 3 clusters Score -8997584 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -9000437.000000 Penalty: 3627.111328
	Iteration 9F: 3 clusters Score -9000437 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -9002579.000000 Penalty: 3627.111328
	Iteration 10F: 3 clusters Score -9002579 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -9003726.000000 Penalty: 3627.111328
	Iteration 11Q: 3 clusters Score -9003726 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -9004166.000000 Penalty: 3627.111328
	Iteration 12Q: 3 clusters Score -9004166 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -9004417.000000 Penalty: 3627.111328
	Iteration 13Q: 3 clusters Score -9004417 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -9004575.000000 Penalty: 3627.111328
	Iteration 14Q: 3 clusters Score -9004575 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -9004734.000000 Penalty: 3627.111328
	Iteration 15Q: 3 clusters Score -9004734 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -9004900.000000 Penalty: 3627.111328
	Iteration 16Q: 3 clusters Score -9004900 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -9005102.000000 Penalty: 3627.111328
	Iteration 17Q: 3 clusters Score -9005102 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -9005344.000000 Penalty: 3627.111328
	Iteration 18Q: 3 clusters Score -9005344 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -9005503.000000 Penalty: 3627.111328
	Iteration 19Q: 3 clusters Score -9005503 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -9005687.000000 Penalty: 3627.111328
	Iteration 20F: 3 clusters Score -9005687 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -9005885.000000 Penalty: 3627.111328
	Iteration 21Q: 3 clusters Score -9005885 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -9006087.000000 Penalty: 3627.111328
	Iteration 22Q: 3 clusters Score -9006087 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -9006287.000000 Penalty: 3627.111328
	Iteration 23Q: 3 clusters Score -9006287 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -9006567.000000 Penalty: 3627.111328
	Iteration 24Q: 3 clusters Score -9006567 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -9006781.000000 Penalty: 3627.111328
	Iteration 25Q: 3 clusters Score -9006781 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -9006986.000000 Penalty: 3627.111328
	Iteration 26Q: 3 clusters Score -9006986 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -9007251.000000 Penalty: 3627.111328
	Iteration 27Q: 3 clusters Score -9007251 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -9007497.000000 Penalty: 3627.111328
	Iteration 28Q: 3 clusters Score -9007497 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -9007758.000000 Penalty: 3627.111328
	Iteration 29Q: 3 clusters Score -9007758 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -9007983.000000 Penalty: 3627.111328
	Iteration 30Q: 3 clusters Score -9007983 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -9008195.000000 Penalty: 3627.111328
	Iteration 31Q: 3 clusters Score -9008195 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -9008399.000000 Penalty: 3627.111328
	Iteration 32Q: 3 clusters Score -9008399 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -9008583.000000 Penalty: 3627.111328
	Iteration 33Q: 3 clusters Score -9008583 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -9008772.000000 Penalty: 3627.111328
	Iteration 34Q: 3 clusters Score -9008772 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -9008942.000000 Penalty: 3627.111328
	Iteration 35Q: 3 clusters Score -9008942 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -9009144.000000 Penalty: 3627.111328
	Iteration 36Q: 3 clusters Score -9009144 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -9009325.000000 Penalty: 3627.111328
	Iteration 37Q: 3 clusters Score -9009325 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -9009526.000000 Penalty: 3627.111328
	Iteration 38Q: 3 clusters Score -9009526 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -9009708.000000 Penalty: 3627.111328
	Iteration 39Q: 3 clusters Score -9009708 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -9009877.000000 Penalty: 3627.111328
	Iteration 40F: 3 clusters Score -9009877 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -9010063.000000 Penalty: 3627.111328
	Iteration 41Q: 3 clusters Score -9010063 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -9010271.000000 Penalty: 3627.111328
	Iteration 42Q: 3 clusters Score -9010271 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -9010541.000000 Penalty: 3627.111328
	Iteration 43Q: 3 clusters Score -9010541 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -9010834.000000 Penalty: 3627.111328
	Iteration 44Q: 3 clusters Score -9010834 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -9011115.000000 Penalty: 3627.111328
	Iteration 45Q: 3 clusters Score -9011115 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -9011388.000000 Penalty: 3627.111328
	Iteration 46Q: 3 clusters Score -9011388 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -9011693.000000 Penalty: 3627.111328
	Iteration 47Q: 3 clusters Score -9011693 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -9012024.000000 Penalty: 3627.111328
	Iteration 48Q: 3 clusters Score -9012024 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -9012330.000000 Penalty: 3627.111328
	Iteration 49Q: 3 clusters Score -9012330 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -9012639.000000 Penalty: 3627.111328
	Iteration 50Q: 3 clusters Score -9012639 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -9012888.000000 Penalty: 3627.111328
	Iteration 51Q: 3 clusters Score -9012888 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -9013182.000000 Penalty: 3627.111328
	Iteration 52Q: 3 clusters Score -9013182 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -9013437.000000 Penalty: 3627.111328
	Iteration 53Q: 3 clusters Score -9013437 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -9013663.000000 Penalty: 3627.111328
	Iteration 54Q: 3 clusters Score -9013663 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -9013848.000000 Penalty: 3627.111328
	Iteration 55Q: 3 clusters Score -9013848 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -9014028.000000 Penalty: 3627.111328
	Iteration 56Q: 3 clusters Score -9014028 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -9014150.000000 Penalty: 3627.111328
	Iteration 57Q: 3 clusters Score -9014150 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -9014247.000000 Penalty: 3627.111328
	Iteration 58Q: 3 clusters Score -9014247 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -9014333.000000 Penalty: 3627.111328
	Iteration 59Q: 3 clusters Score -9014333 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -9014386.000000 Penalty: 3627.111328
	Iteration 60F: 3 clusters Score -9014386 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -9014457.000000 Penalty: 3627.111328
	Iteration 61Q: 3 clusters Score -9014457 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -9014493.000000 Penalty: 3627.111328
	Iteration 62Q: 3 clusters Score -9014493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -9014536.000000 Penalty: 3627.111328
	Iteration 63Q: 3 clusters Score -9014536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -9014562.000000 Penalty: 3627.111328
	Iteration 64Q: 3 clusters Score -9014562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -9014599.000000 Penalty: 3627.111328
	Iteration 65Q: 3 clusters Score -9014599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -9014628.000000 Penalty: 3627.111328
	Iteration 66Q: 3 clusters Score -9014628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -9014638.000000 Penalty: 3627.111328
	Iteration 67Q: 3 clusters Score -9014638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -9014663.000000 Penalty: 3627.111328
	Iteration 68Q: 3 clusters Score -9014663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -9014679.000000 Penalty: 3627.111328
	Iteration 69Q: 3 clusters Score -9014679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -9014672.000000 Penalty: 3627.111328
	Iteration 70Q: 3 clusters Score -9014672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -9014678.000000 Penalty: 3627.111328
	Iteration 71Q: 3 clusters Score -9014678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -9014682.000000 Penalty: 3627.111328
	Iteration 72Q: 3 clusters Score -9014682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -9014695.000000 Penalty: 3627.111328
	Iteration 73Q: 3 clusters Score -9014695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -9014691.000000 Penalty: 3627.111328
	Iteration 74Q: 3 clusters Score -9014691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -9014700.000000 Penalty: 3627.111328
	Iteration 75Q: 3 clusters Score -9014700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -9014702.000000 Penalty: 3627.111328
	Iteration 76Q: 3 clusters Score -9014702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -9014712.000000 Penalty: 3627.111328
	Iteration 77Q: 3 clusters Score -9014712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -9014706.000000 Penalty: 3627.111328
	Iteration 78Q: 3 clusters Score -9014706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -9014714.000000 Penalty: 3627.111328
	Iteration 79Q: 3 clusters Score -9014714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -9014724.000000 Penalty: 3627.111328
	Iteration 80F: 3 clusters Score -9014724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -9014724.000000 Penalty: 3627.111328
	Iteration 81Q: 3 clusters Score -9014724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -9014714.000000 Penalty: 3627.111328
	Iteration 82Q: 3 clusters Score -9014714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -9014730.000000 Penalty: 3627.111328
	Iteration 83Q: 3 clusters Score -9014730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -9014730.000000 Penalty: 3627.111328
	Iteration 84Q: 3 clusters Score -9014730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -9014726.000000 Penalty: 3627.111328
	Iteration 85Q: 3 clusters Score -9014726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -9014725.000000 Penalty: 3627.111328
	Iteration 86Q: 3 clusters Score -9014725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -9014728.000000 Penalty: 3627.111328
	Iteration 87Q: 3 clusters Score -9014728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -9014725.000000 Penalty: 3627.111328
	Iteration 88Q: 3 clusters Score -9014725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 69554 members 
Entering Unmasked Estep 
Score: -9014728.000000 Penalty: 3627.111328
	Iteration 89Q: 3 clusters Score -9014728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -9014723.000000 Penalty: 3627.111328
	Iteration 90Q: 3 clusters Score -9014723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -9014727.000000 Penalty: 3627.111328
	Iteration 91Q: 3 clusters Score -9014727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -9014733.000000 Penalty: 3627.111328
	Iteration 92Q: 3 clusters Score -9014733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -9014737.000000 Penalty: 3627.111328
	Iteration 93Q: 3 clusters Score -9014737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -9014738.000000 Penalty: 3627.111328
	Iteration 94Q: 3 clusters Score -9014738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -9014737.000000 Penalty: 3627.111328
	Iteration 95Q: 3 clusters Score -9014737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -9014735.000000 Penalty: 3627.111328
	Iteration 96Q: 3 clusters Score -9014735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -9014739.000000 Penalty: 3627.111328
	Iteration 97Q: 3 clusters Score -9014739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -9014732.000000 Penalty: 3627.111328
	Iteration 98Q: 3 clusters Score -9014732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -9014743.000000 Penalty: 3627.111328
	Iteration 99Q: 3 clusters Score -9014743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -9014754.000000 Penalty: 3627.111328
	Iteration 100F: 3 clusters Score -9014754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -9014753.000000 Penalty: 3627.111328
	Iteration 101Q: 3 clusters Score -9014753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -9014754.000000 Penalty: 3627.111328
	Iteration 102Q: 3 clusters Score -9014754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -9014762.000000 Penalty: 3627.111328
	Iteration 103Q: 3 clusters Score -9014762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -9014770.000000 Penalty: 3627.111328
	Iteration 104Q: 3 clusters Score -9014770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -9014773.000000 Penalty: 3627.111328
	Iteration 105Q: 3 clusters Score -9014773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 69629 members 
Entering Unmasked Estep 
Score: -9014777.000000 Penalty: 3627.111328
	Iteration 106Q: 3 clusters Score -9014777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -9014771.000000 Penalty: 3627.111328
	Iteration 107Q: 3 clusters Score -9014771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -9014773.000000 Penalty: 3627.111328
	Iteration 108Q: 3 clusters Score -9014773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -9014787.000000 Penalty: 3627.111328
	Iteration 109Q: 3 clusters Score -9014787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -9014788.000000 Penalty: 3627.111328
	Iteration 110Q: 3 clusters Score -9014788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -9014788.000000 Penalty: 3627.111328
	Iteration 111Q: 3 clusters Score -9014788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -9014790.000000 Penalty: 3627.111328
	Iteration 112Q: 3 clusters Score -9014790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -9014792.000000 Penalty: 3627.111328
	Iteration 113Q: 3 clusters Score -9014792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -9014793.000000 Penalty: 3627.111328
	Iteration 114Q: 3 clusters Score -9014793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -9014791.000000 Penalty: 3627.111328
	Iteration 115Q: 3 clusters Score -9014791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -9014793.000000 Penalty: 3627.111328
	Iteration 116Q: 3 clusters Score -9014793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -9014794.000000 Penalty: 3627.111328
	Iteration 117Q: 3 clusters Score -9014794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -9014796.000000 Penalty: 3627.111328
	Iteration 118Q: 3 clusters Score -9014796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -9014797.000000 Penalty: 3627.111328
	Iteration 119Q: 3 clusters Score -9014797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -9014794.000000 Penalty: 3627.111328
	Iteration 120F: 3 clusters Score -9014794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -9014797.000000 Penalty: 3627.111328
	Iteration 121Q: 3 clusters Score -9014797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -9014798.000000 Penalty: 3627.111328
	Iteration 122Q: 3 clusters Score -9014798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -9014798.000000 Penalty: 3627.111328
	Iteration 123F: 3 clusters Score -9014798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42684.496094 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -42684.5 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 192 members 
Entering Unmasked Estep 
Score: -41799.613281 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -41799.61 nChanged 116
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: -42081.816406 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -42081.82 nChanged 33
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: -42195.019531 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -42195.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42258.664062 Penalty: 1952.864380
	Iteration 3F: 3 clusters Score -42258.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42298.117188 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -42298.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42327.601562 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -42327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42339.691406 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -42339.69 nChanged 8
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: -42377.667969 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -42377.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42396.281250 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -42396.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42419.648438 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -42419.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42429.000000 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -42429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42480.062500 Penalty: 1952.864380
	Iteration 11Q: 3 clusters Score -42480.06 nChanged 6
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: -42545.972656 Penalty: 1952.864380
	Iteration 12Q: 3 clusters Score -42545.97 nChanged 12
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: -42696.949219 Penalty: 1952.864380
	Iteration 13Q: 3 clusters Score -42696.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42770.265625 Penalty: 1952.864380
	Iteration 14Q: 3 clusters Score -42770.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42872.015625 Penalty: 1952.864380
	Iteration 15Q: 3 clusters Score -42872.02 nChanged 12
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: -42931.890625 Penalty: 1952.864380
	Iteration 16Q: 3 clusters Score -42931.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42956.335938 Penalty: 1952.864380
	Iteration 17Q: 3 clusters Score -42956.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42965.226562 Penalty: 1952.864380
	Iteration 18Q: 3 clusters Score -42965.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42974.828125 Penalty: 1952.864380
	Iteration 19F: 3 clusters Score -42974.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43151.230469 Penalty: 1952.864380
	Iteration 20F: 3 clusters Score -43151.23 nChanged 7
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: -43177.687500 Penalty: 1952.864380
	Iteration 21Q: 3 clusters Score -43177.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43184.355469 Penalty: 1952.864380
	Iteration 22Q: 3 clusters Score -43184.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43184.355469 Penalty: 1952.864380
	Iteration 23F: 3 clusters Score -43184.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 10660 members 
Mstep: Class 3 contains 91618 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32508 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 70287 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6991 members 
Mstep: Class 14 contains 77205 members 
Mstep: Class 15 contains 74833 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 221 members 
Mstep: Class 18 contains 49657 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39981 members 
Entering Unmasked Estep 
Score: -69533048.000000 Penalty: 42966.859375
Splitting cluster 9 changes total score from -69533704.000000 to -69533048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -14112.992188 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -14112.99 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: -13481.520508 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -13481.52 nChanged 54
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: -13698.612305 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -13698.61 nChanged 18
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: -13806.249023 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -13806.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13958.318359 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -13958.32 nChanged 5
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: -13984.902344 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -13984.9 nChanged 4
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: -14005.267578 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -14005.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14014.075195 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -14014.08 nChanged 2
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: -14022.430664 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -14022.43 nChanged 1
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: -14023.996094 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -14024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14027.901367 Penalty: 1770.189575
	Iteration 9Q: 3 clusters Score -14027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14028.722656 Penalty: 1770.189575
	Iteration 10Q: 3 clusters Score -14028.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14028.722656 Penalty: 1770.189575
	Iteration 11F: 3 clusters Score -14028.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -134262.500000 Penalty: 1138.735107
	Iteration 0F: 2 clusters Score -134262.5 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 553 members 
Entering Unmasked Estep 
Score: -132731.984375 Penalty: 2277.470215
	Iteration 0F: 3 clusters Score -132732 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132979.156250 Penalty: 2277.470215
	Iteration 1F: 3 clusters Score -132979.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133081.593750 Penalty: 2277.470215
	Iteration 2F: 3 clusters Score -133081.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -133133.890625 Penalty: 2277.470215
	Iteration 3Q: 3 clusters Score -133133.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -133176.578125 Penalty: 2277.470215
	Iteration 4Q: 3 clusters Score -133176.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133211.750000 Penalty: 2277.470215
	Iteration 5Q: 3 clusters Score -133211.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -133239.578125 Penalty: 2277.470215
	Iteration 6Q: 3 clusters Score -133239.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -133256.937500 Penalty: 2277.470215
	Iteration 7Q: 3 clusters Score -133256.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -133277.375000 Penalty: 2277.470215
	Iteration 8Q: 3 clusters Score -133277.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -133291.875000 Penalty: 2277.470215
	Iteration 9Q: 3 clusters Score -133291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133306.171875 Penalty: 2277.470215
	Iteration 10Q: 3 clusters Score -133306.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -133323.484375 Penalty: 2277.470215
	Iteration 11Q: 3 clusters Score -133323.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133330.593750 Penalty: 2277.470215
	Iteration 12Q: 3 clusters Score -133330.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -133337.421875 Penalty: 2277.470215
	Iteration 13Q: 3 clusters Score -133337.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -133343.968750 Penalty: 2277.470215
	Iteration 14Q: 3 clusters Score -133344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133350.890625 Penalty: 2277.470215
	Iteration 15Q: 3 clusters Score -133350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -133355.984375 Penalty: 2277.470215
	Iteration 16Q: 3 clusters Score -133356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133359.906250 Penalty: 2277.470215
	Iteration 17Q: 3 clusters Score -133359.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133364.796875 Penalty: 2277.470215
	Iteration 18Q: 3 clusters Score -133364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -133370.218750 Penalty: 2277.470215
	Iteration 19Q: 3 clusters Score -133370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133373.421875 Penalty: 2277.470215
	Iteration 20F: 3 clusters Score -133373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -21072.921875 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -21072.92 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 110 members 
Entering Unmasked Estep 
Score: -20422.203125 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -20422.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20589.330078 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -20589.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20707.439453 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -20707.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20790.273438 Penalty: 1740.890625
	Iteration 3F: 3 clusters Score -20790.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20827.740234 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -20827.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20871.802734 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -20871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20901.054688 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -20901.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20913.304688 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -20913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20922.832031 Penalty: 1740.890625
	Iteration 8Q: 3 clusters Score -20922.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20924.636719 Penalty: 1740.890625
	Iteration 9Q: 3 clusters Score -20924.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20924.636719 Penalty: 1740.890625
	Iteration 10F: 3 clusters Score -20924.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Entering Unmasked Estep 
Score: -844461.687500 Penalty: 1438.511597
	Iteration 0F: 2 clusters Score -844461.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -839240.125000 Penalty: 2877.023193
	Iteration 0F: 3 clusters Score -839240.1 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -840791.125000 Penalty: 2877.023193
	Iteration 1F: 3 clusters Score -840791.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -840999.562500 Penalty: 2877.023193
	Iteration 2F: 3 clusters Score -840999.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -841170.937500 Penalty: 2877.023193
	Iteration 3F: 3 clusters Score -841170.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -841303.125000 Penalty: 2877.023193
	Iteration 4Q: 3 clusters Score -841303.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -841413.500000 Penalty: 2877.023193
	Iteration 5Q: 3 clusters Score -841413.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -841525.937500 Penalty: 2877.023193
	Iteration 6Q: 3 clusters Score -841525.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -841642.000000 Penalty: 2877.023193
	Iteration 7Q: 3 clusters Score -841642 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -841775.000000 Penalty: 2877.023193
	Iteration 8Q: 3 clusters Score -841775 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -841906.000000 Penalty: 2877.023193
	Iteration 9Q: 3 clusters Score -841906 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -842038.375000 Penalty: 2877.023193
	Iteration 10Q: 3 clusters Score -842038.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -842166.125000 Penalty: 2877.023193
	Iteration 11Q: 3 clusters Score -842166.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -842327.687500 Penalty: 2877.023193
	Iteration 12Q: 3 clusters Score -842327.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -842490.312500 Penalty: 2877.023193
	Iteration 13Q: 3 clusters Score -842490.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -842644.312500 Penalty: 2877.023193
	Iteration 14Q: 3 clusters Score -842644.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -842749.437500 Penalty: 2877.023193
	Iteration 15Q: 3 clusters Score -842749.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -842818.062500 Penalty: 2877.023193
	Iteration 16Q: 3 clusters Score -842818.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -842880.250000 Penalty: 2877.023193
	Iteration 17Q: 3 clusters Score -842880.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -842931.500000 Penalty: 2877.023193
	Iteration 18Q: 3 clusters Score -842931.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -842978.750000 Penalty: 2877.023193
	Iteration 19Q: 3 clusters Score -842978.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -843016.875000 Penalty: 2877.023193
	Iteration 20F: 3 clusters Score -843016.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -843055.312500 Penalty: 2877.023193
	Iteration 21Q: 3 clusters Score -843055.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -843087.062500 Penalty: 2877.023193
	Iteration 22Q: 3 clusters Score -843087.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -843104.125000 Penalty: 2877.023193
	Iteration 23Q: 3 clusters Score -843104.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -843121.000000 Penalty: 2877.023193
	Iteration 24Q: 3 clusters Score -843121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -843133.625000 Penalty: 2877.023193
	Iteration 25Q: 3 clusters Score -843133.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -843147.500000 Penalty: 2877.023193
	Iteration 26Q: 3 clusters Score -843147.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -843159.875000 Penalty: 2877.023193
	Iteration 27Q: 3 clusters Score -843159.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -843174.750000 Penalty: 2877.023193
	Iteration 28Q: 3 clusters Score -843174.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -843186.937500 Penalty: 2877.023193
	Iteration 29Q: 3 clusters Score -843186.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -843196.562500 Penalty: 2877.023193
	Iteration 30Q: 3 clusters Score -843196.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -843205.687500 Penalty: 2877.023193
	Iteration 31Q: 3 clusters Score -843205.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -843208.875000 Penalty: 2877.023193
	Iteration 32Q: 3 clusters Score -843208.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -843211.062500 Penalty: 2877.023193
	Iteration 33Q: 3 clusters Score -843211.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -843214.000000 Penalty: 2877.023193
	Iteration 34Q: 3 clusters Score -843214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -843216.250000 Penalty: 2877.023193
	Iteration 35Q: 3 clusters Score -843216.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -843221.875000 Penalty: 2877.023193
	Iteration 36Q: 3 clusters Score -843221.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -843224.062500 Penalty: 2877.023193
	Iteration 37Q: 3 clusters Score -843224.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -843226.062500 Penalty: 2877.023193
	Iteration 38Q: 3 clusters Score -843226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -843226.562500 Penalty: 2877.023193
	Iteration 39Q: 3 clusters Score -843226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -843225.937500 Penalty: 2877.023193
	Iteration 40F: 3 clusters Score -843225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -843227.062500 Penalty: 2877.023193
	Iteration 41Q: 3 clusters Score -843227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -843229.562500 Penalty: 2877.023193
	Iteration 42Q: 3 clusters Score -843229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -843229.812500 Penalty: 2877.023193
	Iteration 43Q: 3 clusters Score -843229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -843230.250000 Penalty: 2877.023193
	Iteration 44Q: 3 clusters Score -843230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -843229.625000 Penalty: 2877.023193
	Iteration 45Q: 3 clusters Score -843229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -843230.250000 Penalty: 2877.023193
	Iteration 46Q: 3 clusters Score -843230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -843228.687500 Penalty: 2877.023193
	Iteration 47Q: 3 clusters Score -843228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -843228.812500 Penalty: 2877.023193
	Iteration 48Q: 3 clusters Score -843228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -843231.312500 Penalty: 2877.023193
	Iteration 49Q: 3 clusters Score -843231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -843231.500000 Penalty: 2877.023193
	Iteration 50Q: 3 clusters Score -843231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -843231.187500 Penalty: 2877.023193
	Iteration 51Q: 3 clusters Score -843231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -843230.937500 Penalty: 2877.023193
	Iteration 52Q: 3 clusters Score -843230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -843230.937500 Penalty: 2877.023193
	Iteration 53F: 3 clusters Score -843230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Entering Unmasked Estep 
Score: -9951702.000000 Penalty: 1828.810547
	Iteration 0F: 2 clusters Score -9951702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -9901273.000000 Penalty: 3657.621094
	Iteration 0F: 3 clusters Score -9901273 nChanged 36699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -9922083.000000 Penalty: 3657.621094
	Iteration 1F: 3 clusters Score -9922083 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -9922492.000000 Penalty: 3657.621094
	Iteration 2Q: 3 clusters Score -9922492 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -9922980.000000 Penalty: 3657.621094
	Iteration 3Q: 3 clusters Score -9922980 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -9923449.000000 Penalty: 3657.621094
	Iteration 4Q: 3 clusters Score -9923449 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -9923960.000000 Penalty: 3657.621094
	Iteration 5Q: 3 clusters Score -9923960 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -9924516.000000 Penalty: 3657.621094
	Iteration 6Q: 3 clusters Score -9924516 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -9925199.000000 Penalty: 3657.621094
	Iteration 7Q: 3 clusters Score -9925199 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -9926047.000000 Penalty: 3657.621094
	Iteration 8Q: 3 clusters Score -9926047 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -9927435.000000 Penalty: 3657.621094
	Iteration 9Q: 3 clusters Score -9927435 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -9929591.000000 Penalty: 3657.621094
	Iteration 10Q: 3 clusters Score -9929591 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -9932837.000000 Penalty: 3657.621094
	Iteration 11F: 3 clusters Score -9932837 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -9936318.000000 Penalty: 3657.621094
	Iteration 12F: 3 clusters Score -9936318 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -9938622.000000 Penalty: 3657.621094
	Iteration 13F: 3 clusters Score -9938622 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -9939611.000000 Penalty: 3657.621094
	Iteration 14Q: 3 clusters Score -9939611 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -9940048.000000 Penalty: 3657.621094
	Iteration 15Q: 3 clusters Score -9940048 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -9940338.000000 Penalty: 3657.621094
	Iteration 16Q: 3 clusters Score -9940338 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -9940638.000000 Penalty: 3657.621094
	Iteration 17Q: 3 clusters Score -9940638 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -9940888.000000 Penalty: 3657.621094
	Iteration 18Q: 3 clusters Score -9940888 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -9941112.000000 Penalty: 3657.621094
	Iteration 19Q: 3 clusters Score -9941112 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -9941363.000000 Penalty: 3657.621094
	Iteration 20F: 3 clusters Score -9941363 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -9941595.000000 Penalty: 3657.621094
	Iteration 21Q: 3 clusters Score -9941595 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -9941849.000000 Penalty: 3657.621094
	Iteration 22Q: 3 clusters Score -9941849 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -9942066.000000 Penalty: 3657.621094
	Iteration 23Q: 3 clusters Score -9942066 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -9942237.000000 Penalty: 3657.621094
	Iteration 24Q: 3 clusters Score -9942237 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -9942433.000000 Penalty: 3657.621094
	Iteration 25Q: 3 clusters Score -9942433 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -9942648.000000 Penalty: 3657.621094
	Iteration 26Q: 3 clusters Score -9942648 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -9942819.000000 Penalty: 3657.621094
	Iteration 27Q: 3 clusters Score -9942819 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -9943059.000000 Penalty: 3657.621094
	Iteration 28Q: 3 clusters Score -9943059 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -9943256.000000 Penalty: 3657.621094
	Iteration 29Q: 3 clusters Score -9943256 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -9943427.000000 Penalty: 3657.621094
	Iteration 30Q: 3 clusters Score -9943427 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -9943632.000000 Penalty: 3657.621094
	Iteration 31Q: 3 clusters Score -9943632 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -9943883.000000 Penalty: 3657.621094
	Iteration 32Q: 3 clusters Score -9943883 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -9944138.000000 Penalty: 3657.621094
	Iteration 33Q: 3 clusters Score -9944138 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -9944364.000000 Penalty: 3657.621094
	Iteration 34Q: 3 clusters Score -9944364 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -9944728.000000 Penalty: 3657.621094
	Iteration 35Q: 3 clusters Score -9944728 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -9945054.000000 Penalty: 3657.621094
	Iteration 36Q: 3 clusters Score -9945054 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -9945373.000000 Penalty: 3657.621094
	Iteration 37Q: 3 clusters Score -9945373 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -9945739.000000 Penalty: 3657.621094
	Iteration 38Q: 3 clusters Score -9945739 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -9946085.000000 Penalty: 3657.621094
	Iteration 39Q: 3 clusters Score -9946085 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -9946500.000000 Penalty: 3657.621094
	Iteration 40F: 3 clusters Score -9946500 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -9946893.000000 Penalty: 3657.621094
	Iteration 41Q: 3 clusters Score -9946893 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -9947245.000000 Penalty: 3657.621094
	Iteration 42Q: 3 clusters Score -9947245 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -9947512.000000 Penalty: 3657.621094
	Iteration 43Q: 3 clusters Score -9947512 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -9947847.000000 Penalty: 3657.621094
	Iteration 44Q: 3 clusters Score -9947847 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -9948196.000000 Penalty: 3657.621094
	Iteration 45Q: 3 clusters Score -9948196 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -9948460.000000 Penalty: 3657.621094
	Iteration 46Q: 3 clusters Score -9948460 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -9948711.000000 Penalty: 3657.621094
	Iteration 47Q: 3 clusters Score -9948711 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9948930.000000 Penalty: 3657.621094
	Iteration 48Q: 3 clusters Score -9948930 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9949144.000000 Penalty: 3657.621094
	Iteration 49Q: 3 clusters Score -9949144 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9949303.000000 Penalty: 3657.621094
	Iteration 50Q: 3 clusters Score -9949303 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9949437.000000 Penalty: 3657.621094
	Iteration 51Q: 3 clusters Score -9949437 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9949544.000000 Penalty: 3657.621094
	Iteration 52Q: 3 clusters Score -9949544 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9949629.000000 Penalty: 3657.621094
	Iteration 53Q: 3 clusters Score -9949629 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9949709.000000 Penalty: 3657.621094
	Iteration 54Q: 3 clusters Score -9949709 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9949758.000000 Penalty: 3657.621094
	Iteration 55Q: 3 clusters Score -9949758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9949811.000000 Penalty: 3657.621094
	Iteration 56Q: 3 clusters Score -9949811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9949866.000000 Penalty: 3657.621094
	Iteration 57Q: 3 clusters Score -9949866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9949917.000000 Penalty: 3657.621094
	Iteration 58Q: 3 clusters Score -9949917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9949936.000000 Penalty: 3657.621094
	Iteration 59Q: 3 clusters Score -9949936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9949944.000000 Penalty: 3657.621094
	Iteration 60F: 3 clusters Score -9949944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9949968.000000 Penalty: 3657.621094
	Iteration 61Q: 3 clusters Score -9949968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9950003.000000 Penalty: 3657.621094
	Iteration 62Q: 3 clusters Score -9950003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9950020.000000 Penalty: 3657.621094
	Iteration 63Q: 3 clusters Score -9950020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9950027.000000 Penalty: 3657.621094
	Iteration 64Q: 3 clusters Score -9950027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9950041.000000 Penalty: 3657.621094
	Iteration 65Q: 3 clusters Score -9950041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9950038.000000 Penalty: 3657.621094
	Iteration 66Q: 3 clusters Score -9950038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9950043.000000 Penalty: 3657.621094
	Iteration 67Q: 3 clusters Score -9950043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9950045.000000 Penalty: 3657.621094
	Iteration 68Q: 3 clusters Score -9950045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9950048.000000 Penalty: 3657.621094
	Iteration 69Q: 3 clusters Score -9950048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9950061.000000 Penalty: 3657.621094
	Iteration 70Q: 3 clusters Score -9950061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9950070.000000 Penalty: 3657.621094
	Iteration 71Q: 3 clusters Score -9950070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76602 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9950075.000000 Penalty: 3657.621094
	Iteration 72Q: 3 clusters Score -9950075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9950081.000000 Penalty: 3657.621094
	Iteration 73Q: 3 clusters Score -9950081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9950082.000000 Penalty: 3657.621094
	Iteration 74Q: 3 clusters Score -9950082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9950103.000000 Penalty: 3657.621094
	Iteration 75Q: 3 clusters Score -9950103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76642 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9950118.000000 Penalty: 3657.621094
	Iteration 76Q: 3 clusters Score -9950118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76651 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9950124.000000 Penalty: 3657.621094
	Iteration 77Q: 3 clusters Score -9950124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9950129.000000 Penalty: 3657.621094
	Iteration 78Q: 3 clusters Score -9950129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76666 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9950129.000000 Penalty: 3657.621094
	Iteration 79Q: 3 clusters Score -9950129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9950137.000000 Penalty: 3657.621094
	Iteration 80F: 3 clusters Score -9950137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9950145.000000 Penalty: 3657.621094
	Iteration 81Q: 3 clusters Score -9950145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76676 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9950149.000000 Penalty: 3657.621094
	Iteration 82Q: 3 clusters Score -9950149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9950147.000000 Penalty: 3657.621094
	Iteration 83Q: 3 clusters Score -9950147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9950154.000000 Penalty: 3657.621094
	Iteration 84Q: 3 clusters Score -9950154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9950155.000000 Penalty: 3657.621094
	Iteration 85Q: 3 clusters Score -9950155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9950164.000000 Penalty: 3657.621094
	Iteration 86Q: 3 clusters Score -9950164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9950159.000000 Penalty: 3657.621094
	Iteration 87Q: 3 clusters Score -9950159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9950163.000000 Penalty: 3657.621094
	Iteration 88Q: 3 clusters Score -9950163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9950165.000000 Penalty: 3657.621094
	Iteration 89Q: 3 clusters Score -9950165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9950169.000000 Penalty: 3657.621094
	Iteration 90Q: 3 clusters Score -9950169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9950171.000000 Penalty: 3657.621094
	Iteration 91Q: 3 clusters Score -9950171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9950172.000000 Penalty: 3657.621094
	Iteration 92Q: 3 clusters Score -9950172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9950172.000000 Penalty: 3657.621094
	Iteration 93F: 3 clusters Score -9950172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74833 members 
Entering Unmasked Estep 
Score: -9652713.000000 Penalty: 1823.739746
	Iteration 0F: 2 clusters Score -9652713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -9603842.000000 Penalty: 3647.479492
	Iteration 0F: 3 clusters Score -9603842 nChanged 35276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -9624139.000000 Penalty: 3647.479492
	Iteration 1F: 3 clusters Score -9624139 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -9624745.000000 Penalty: 3647.479492
	Iteration 2Q: 3 clusters Score -9624745 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -9625466.000000 Penalty: 3647.479492
	Iteration 3Q: 3 clusters Score -9625466 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -9626176.000000 Penalty: 3647.479492
	Iteration 4Q: 3 clusters Score -9626176 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -9627287.000000 Penalty: 3647.479492
	Iteration 5Q: 3 clusters Score -9627287 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -9628851.000000 Penalty: 3647.479492
	Iteration 6Q: 3 clusters Score -9628851 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -9631251.000000 Penalty: 3647.479492
	Iteration 7Q: 3 clusters Score -9631251 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -9634324.000000 Penalty: 3647.479492
	Iteration 8F: 3 clusters Score -9634324 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -9637431.000000 Penalty: 3647.479492
	Iteration 9F: 3 clusters Score -9637431 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -9639324.000000 Penalty: 3647.479492
	Iteration 10F: 3 clusters Score -9639324 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -9640193.000000 Penalty: 3647.479492
	Iteration 11Q: 3 clusters Score -9640193 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -9640591.000000 Penalty: 3647.479492
	Iteration 12Q: 3 clusters Score -9640591 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -9640778.000000 Penalty: 3647.479492
	Iteration 13Q: 3 clusters Score -9640778 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -9640963.000000 Penalty: 3647.479492
	Iteration 14Q: 3 clusters Score -9640963 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -9641129.000000 Penalty: 3647.479492
	Iteration 15Q: 3 clusters Score -9641129 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -9641317.000000 Penalty: 3647.479492
	Iteration 16Q: 3 clusters Score -9641317 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -9641517.000000 Penalty: 3647.479492
	Iteration 17Q: 3 clusters Score -9641517 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -9641687.000000 Penalty: 3647.479492
	Iteration 18Q: 3 clusters Score -9641687 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -9641887.000000 Penalty: 3647.479492
	Iteration 19Q: 3 clusters Score -9641887 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -9642122.000000 Penalty: 3647.479492
	Iteration 20F: 3 clusters Score -9642122 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -9642366.000000 Penalty: 3647.479492
	Iteration 21Q: 3 clusters Score -9642366 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -9642642.000000 Penalty: 3647.479492
	Iteration 22Q: 3 clusters Score -9642642 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -9642869.000000 Penalty: 3647.479492
	Iteration 23Q: 3 clusters Score -9642869 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -9643211.000000 Penalty: 3647.479492
	Iteration 24Q: 3 clusters Score -9643211 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -9643567.000000 Penalty: 3647.479492
	Iteration 25Q: 3 clusters Score -9643567 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -9643950.000000 Penalty: 3647.479492
	Iteration 26Q: 3 clusters Score -9643950 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -9644383.000000 Penalty: 3647.479492
	Iteration 27Q: 3 clusters Score -9644383 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -9644825.000000 Penalty: 3647.479492
	Iteration 28Q: 3 clusters Score -9644825 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -9645274.000000 Penalty: 3647.479492
	Iteration 29Q: 3 clusters Score -9645274 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -9645620.000000 Penalty: 3647.479492
	Iteration 30Q: 3 clusters Score -9645620 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -9645966.000000 Penalty: 3647.479492
	Iteration 31Q: 3 clusters Score -9645966 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -9646390.000000 Penalty: 3647.479492
	Iteration 32Q: 3 clusters Score -9646390 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -9646858.000000 Penalty: 3647.479492
	Iteration 33Q: 3 clusters Score -9646858 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -9647298.000000 Penalty: 3647.479492
	Iteration 34Q: 3 clusters Score -9647298 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -9647727.000000 Penalty: 3647.479492
	Iteration 35Q: 3 clusters Score -9647727 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -9648096.000000 Penalty: 3647.479492
	Iteration 36Q: 3 clusters Score -9648096 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -9648437.000000 Penalty: 3647.479492
	Iteration 37Q: 3 clusters Score -9648437 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -9648820.000000 Penalty: 3647.479492
	Iteration 38Q: 3 clusters Score -9648820 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -9649099.000000 Penalty: 3647.479492
	Iteration 39Q: 3 clusters Score -9649099 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -9649418.000000 Penalty: 3647.479492
	Iteration 40F: 3 clusters Score -9649418 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9649737.000000 Penalty: 3647.479492
	Iteration 41Q: 3 clusters Score -9649737 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9649957.000000 Penalty: 3647.479492
	Iteration 42Q: 3 clusters Score -9649957 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72445 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9650163.000000 Penalty: 3647.479492
	Iteration 43Q: 3 clusters Score -9650163 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9650298.000000 Penalty: 3647.479492
	Iteration 44Q: 3 clusters Score -9650298 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9650428.000000 Penalty: 3647.479492
	Iteration 45Q: 3 clusters Score -9650428 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9650562.000000 Penalty: 3647.479492
	Iteration 46Q: 3 clusters Score -9650562 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9650615.000000 Penalty: 3647.479492
	Iteration 47Q: 3 clusters Score -9650615 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9650693.000000 Penalty: 3647.479492
	Iteration 48Q: 3 clusters Score -9650693 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73618 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9650750.000000 Penalty: 3647.479492
	Iteration 49Q: 3 clusters Score -9650750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9650768.000000 Penalty: 3647.479492
	Iteration 50Q: 3 clusters Score -9650768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9650797.000000 Penalty: 3647.479492
	Iteration 51Q: 3 clusters Score -9650797 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9650838.000000 Penalty: 3647.479492
	Iteration 52Q: 3 clusters Score -9650838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9650889.000000 Penalty: 3647.479492
	Iteration 53Q: 3 clusters Score -9650889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9650921.000000 Penalty: 3647.479492
	Iteration 54Q: 3 clusters Score -9650921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9650968.000000 Penalty: 3647.479492
	Iteration 55Q: 3 clusters Score -9650968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9651000.000000 Penalty: 3647.479492
	Iteration 56Q: 3 clusters Score -9651000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9651010.000000 Penalty: 3647.479492
	Iteration 57Q: 3 clusters Score -9651010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9651047.000000 Penalty: 3647.479492
	Iteration 58Q: 3 clusters Score -9651047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9651070.000000 Penalty: 3647.479492
	Iteration 59Q: 3 clusters Score -9651070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74120 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9651080.000000 Penalty: 3647.479492
	Iteration 60F: 3 clusters Score -9651080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9651099.000000 Penalty: 3647.479492
	Iteration 61Q: 3 clusters Score -9651099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9651114.000000 Penalty: 3647.479492
	Iteration 62Q: 3 clusters Score -9651114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9651131.000000 Penalty: 3647.479492
	Iteration 63Q: 3 clusters Score -9651131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9651124.000000 Penalty: 3647.479492
	Iteration 64Q: 3 clusters Score -9651124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9651130.000000 Penalty: 3647.479492
	Iteration 65Q: 3 clusters Score -9651130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9651137.000000 Penalty: 3647.479492
	Iteration 66Q: 3 clusters Score -9651137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9651145.000000 Penalty: 3647.479492
	Iteration 67Q: 3 clusters Score -9651145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9651148.000000 Penalty: 3647.479492
	Iteration 68Q: 3 clusters Score -9651148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9651145.000000 Penalty: 3647.479492
	Iteration 69Q: 3 clusters Score -9651145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9651152.000000 Penalty: 3647.479492
	Iteration 70Q: 3 clusters Score -9651152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9651163.000000 Penalty: 3647.479492
	Iteration 71Q: 3 clusters Score -9651163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9651170.000000 Penalty: 3647.479492
	Iteration 72Q: 3 clusters Score -9651170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9651169.000000 Penalty: 3647.479492
	Iteration 73Q: 3 clusters Score -9651169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9651178.000000 Penalty: 3647.479492
	Iteration 74Q: 3 clusters Score -9651178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9651187.000000 Penalty: 3647.479492
	Iteration 75Q: 3 clusters Score -9651187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9651185.000000 Penalty: 3647.479492
	Iteration 76Q: 3 clusters Score -9651185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9651185.000000 Penalty: 3647.479492
	Iteration 77F: 3 clusters Score -9651185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -11202.122070 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -11202.12 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 127 members 
Entering Unmasked Estep 
Score: -10618.870117 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -10618.87 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10898.388672 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -10898.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11017.643555 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -11017.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11219.166016 Penalty: 1787.908936
	Iteration 3F: 3 clusters Score -11219.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11431.174805 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -11431.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11541.351562 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -11541.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11575.477539 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -11575.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11591.627930 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -11591.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11601.545898 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -11601.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11601.545898 Penalty: 1787.908936
	Iteration 9F: 3 clusters Score -11601.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 10660 members 
Mstep: Class 3 contains 91618 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32508 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 70287 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6991 members 
Mstep: Class 14 contains 77205 members 
Mstep: Class 15 contains 74833 members 
Mstep: Class 16 contains 140 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 18 contains 49657 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39981 members 
Entering Unmasked Estep 
Score: -69532888.000000 Penalty: 42966.859375
Splitting cluster 16 changes total score from -69533704.000000 to -69532888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (49657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Entering Unmasked Estep 
Score: -6388447.500000 Penalty: 1757.095459
	Iteration 0F: 2 clusters Score -6388448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -6355338.500000 Penalty: 3514.190918
	Iteration 0F: 3 clusters Score -6355338 nChanged 23351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -6369128.500000 Penalty: 3514.190918
	Iteration 1F: 3 clusters Score -6369128 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -6370656.000000 Penalty: 3514.190918
	Iteration 2F: 3 clusters Score -6370656 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -6372998.500000 Penalty: 3514.190918
	Iteration 3F: 3 clusters Score -6372998 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -6376147.500000 Penalty: 3514.190918
	Iteration 4F: 3 clusters Score -6376148 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -6379724.500000 Penalty: 3514.190918
	Iteration 5F: 3 clusters Score -6379724 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -6382787.000000 Penalty: 3514.190918
	Iteration 6F: 3 clusters Score -6382787 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -6384757.500000 Penalty: 3514.190918
	Iteration 7Q: 3 clusters Score -6384758 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6385774.500000 Penalty: 3514.190918
	Iteration 8Q: 3 clusters Score -6385774 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6386336.000000 Penalty: 3514.190918
	Iteration 9Q: 3 clusters Score -6386336 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6386669.500000 Penalty: 3514.190918
	Iteration 10Q: 3 clusters Score -6386670 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6386822.000000 Penalty: 3514.190918
	Iteration 11Q: 3 clusters Score -6386822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6386907.500000 Penalty: 3514.190918
	Iteration 12Q: 3 clusters Score -6386908 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6386966.500000 Penalty: 3514.190918
	Iteration 13Q: 3 clusters Score -6386966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6386999.500000 Penalty: 3514.190918
	Iteration 14Q: 3 clusters Score -6387000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6387033.000000 Penalty: 3514.190918
	Iteration 15Q: 3 clusters Score -6387033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6387045.500000 Penalty: 3514.190918
	Iteration 16Q: 3 clusters Score -6387046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6387063.500000 Penalty: 3514.190918
	Iteration 17Q: 3 clusters Score -6387064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6387068.500000 Penalty: 3514.190918
	Iteration 18Q: 3 clusters Score -6387068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6387067.500000 Penalty: 3514.190918
	Iteration 19Q: 3 clusters Score -6387068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6387098.000000 Penalty: 3514.190918
	Iteration 20F: 3 clusters Score -6387098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6387095.500000 Penalty: 3514.190918
	Iteration 21Q: 3 clusters Score -6387096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6387103.500000 Penalty: 3514.190918
	Iteration 22Q: 3 clusters Score -6387104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6387111.500000 Penalty: 3514.190918
	Iteration 23Q: 3 clusters Score -6387112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6387118.000000 Penalty: 3514.190918
	Iteration 24Q: 3 clusters Score -6387118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6387120.000000 Penalty: 3514.190918
	Iteration 25Q: 3 clusters Score -6387120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6387122.500000 Penalty: 3514.190918
	Iteration 26Q: 3 clusters Score -6387122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6387131.000000 Penalty: 3514.190918
	Iteration 27Q: 3 clusters Score -6387131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6387138.000000 Penalty: 3514.190918
	Iteration 28Q: 3 clusters Score -6387138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6387137.000000 Penalty: 3514.190918
	Iteration 29Q: 3 clusters Score -6387137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6387136.000000 Penalty: 3514.190918
	Iteration 30Q: 3 clusters Score -6387136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6387139.500000 Penalty: 3514.190918
	Iteration 31Q: 3 clusters Score -6387140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6387139.500000 Penalty: 3514.190918
	Iteration 32F: 3 clusters Score -6387140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -304170.031250 Penalty: 1265.853638
	Iteration 0F: 2 clusters Score -304170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -301804.156250 Penalty: 2531.707275
	Iteration 0F: 3 clusters Score -301804.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -302354.750000 Penalty: 2531.707275
	Iteration 1F: 3 clusters Score -302354.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -302470.781250 Penalty: 2531.707275
	Iteration 2F: 3 clusters Score -302470.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -302523.593750 Penalty: 2531.707275
	Iteration 3Q: 3 clusters Score -302523.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -302557.312500 Penalty: 2531.707275
	Iteration 4Q: 3 clusters Score -302557.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -302583.468750 Penalty: 2531.707275
	Iteration 5Q: 3 clusters Score -302583.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -302598.062500 Penalty: 2531.707275
	Iteration 6Q: 3 clusters Score -302598.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -302613.187500 Penalty: 2531.707275
	Iteration 7Q: 3 clusters Score -302613.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -302629.656250 Penalty: 2531.707275
	Iteration 8Q: 3 clusters Score -302629.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -302643.000000 Penalty: 2531.707275
	Iteration 9Q: 3 clusters Score -302643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -302653.187500 Penalty: 2531.707275
	Iteration 10Q: 3 clusters Score -302653.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -302664.125000 Penalty: 2531.707275
	Iteration 11Q: 3 clusters Score -302664.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -302672.312500 Penalty: 2531.707275
	Iteration 12Q: 3 clusters Score -302672.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -302675.781250 Penalty: 2531.707275
	Iteration 13Q: 3 clusters Score -302675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -302679.312500 Penalty: 2531.707275
	Iteration 14Q: 3 clusters Score -302679.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -302681.718750 Penalty: 2531.707275
	Iteration 15Q: 3 clusters Score -302681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -302685.875000 Penalty: 2531.707275
	Iteration 16Q: 3 clusters Score -302685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -302688.781250 Penalty: 2531.707275
	Iteration 17Q: 3 clusters Score -302688.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -302692.062500 Penalty: 2531.707275
	Iteration 18Q: 3 clusters Score -302692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -302693.437500 Penalty: 2531.707275
	Iteration 19Q: 3 clusters Score -302693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -302694.343750 Penalty: 2531.707275
	Iteration 20F: 3 clusters Score -302694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -302695.500000 Penalty: 2531.707275
	Iteration 21Q: 3 clusters Score -302695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -302695.781250 Penalty: 2531.707275
	Iteration 22Q: 3 clusters Score -302695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -302697.187500 Penalty: 2531.707275
	Iteration 23Q: 3 clusters Score -302697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -302697.187500 Penalty: 2531.707275
	Iteration 24F: 3 clusters Score -302697.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Entering Unmasked Estep 
Score: -5144225.500000 Penalty: 1721.875977
	Iteration 0F: 2 clusters Score -5144226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -5117502.500000 Penalty: 3443.751953
	Iteration 0F: 3 clusters Score -5117502 nChanged 18636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5127810.500000 Penalty: 3443.751953
	Iteration 1F: 3 clusters Score -5127810 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -5128259.500000 Penalty: 3443.751953
	Iteration 2Q: 3 clusters Score -5128260 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -5128701.500000 Penalty: 3443.751953
	Iteration 3Q: 3 clusters Score -5128702 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -5129129.000000 Penalty: 3443.751953
	Iteration 4Q: 3 clusters Score -5129129 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5129635.000000 Penalty: 3443.751953
	Iteration 5Q: 3 clusters Score -5129635 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5130315.000000 Penalty: 3443.751953
	Iteration 6Q: 3 clusters Score -5130315 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -5131340.500000 Penalty: 3443.751953
	Iteration 7Q: 3 clusters Score -5131340 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -5132791.500000 Penalty: 3443.751953
	Iteration 8F: 3 clusters Score -5132792 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -5134567.000000 Penalty: 3443.751953
	Iteration 9F: 3 clusters Score -5134567 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -5136272.500000 Penalty: 3443.751953
	Iteration 10F: 3 clusters Score -5136272 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -5137562.000000 Penalty: 3443.751953
	Iteration 11Q: 3 clusters Score -5137562 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -5138320.000000 Penalty: 3443.751953
	Iteration 12Q: 3 clusters Score -5138320 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5138813.000000 Penalty: 3443.751953
	Iteration 13Q: 3 clusters Score -5138813 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -5139259.500000 Penalty: 3443.751953
	Iteration 14Q: 3 clusters Score -5139260 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -5139664.500000 Penalty: 3443.751953
	Iteration 15Q: 3 clusters Score -5139664 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -5140052.500000 Penalty: 3443.751953
	Iteration 16Q: 3 clusters Score -5140052 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5140384.000000 Penalty: 3443.751953
	Iteration 17Q: 3 clusters Score -5140384 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -5140740.500000 Penalty: 3443.751953
	Iteration 18Q: 3 clusters Score -5140740 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -5141051.500000 Penalty: 3443.751953
	Iteration 19Q: 3 clusters Score -5141052 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5141371.500000 Penalty: 3443.751953
	Iteration 20F: 3 clusters Score -5141372 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -5141674.000000 Penalty: 3443.751953
	Iteration 21Q: 3 clusters Score -5141674 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -5141917.000000 Penalty: 3443.751953
	Iteration 22Q: 3 clusters Score -5141917 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -5142088.000000 Penalty: 3443.751953
	Iteration 23Q: 3 clusters Score -5142088 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5142228.000000 Penalty: 3443.751953
	Iteration 24Q: 3 clusters Score -5142228 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -5142350.000000 Penalty: 3443.751953
	Iteration 25Q: 3 clusters Score -5142350 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -5142476.500000 Penalty: 3443.751953
	Iteration 26Q: 3 clusters Score -5142476 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -5142568.500000 Penalty: 3443.751953
	Iteration 27Q: 3 clusters Score -5142568 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -5142625.000000 Penalty: 3443.751953
	Iteration 28Q: 3 clusters Score -5142625 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -5142690.000000 Penalty: 3443.751953
	Iteration 29Q: 3 clusters Score -5142690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -5142758.000000 Penalty: 3443.751953
	Iteration 30Q: 3 clusters Score -5142758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5142804.000000 Penalty: 3443.751953
	Iteration 31Q: 3 clusters Score -5142804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5142850.500000 Penalty: 3443.751953
	Iteration 32Q: 3 clusters Score -5142850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5142872.000000 Penalty: 3443.751953
	Iteration 33Q: 3 clusters Score -5142872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -5142895.000000 Penalty: 3443.751953
	Iteration 34Q: 3 clusters Score -5142895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -5142913.000000 Penalty: 3443.751953
	Iteration 35Q: 3 clusters Score -5142913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -5142939.000000 Penalty: 3443.751953
	Iteration 36Q: 3 clusters Score -5142939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -5142951.500000 Penalty: 3443.751953
	Iteration 37Q: 3 clusters Score -5142952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -5142966.500000 Penalty: 3443.751953
	Iteration 38Q: 3 clusters Score -5142966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -5142970.000000 Penalty: 3443.751953
	Iteration 39Q: 3 clusters Score -5142970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -5142982.500000 Penalty: 3443.751953
	Iteration 40F: 3 clusters Score -5142982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5142994.000000 Penalty: 3443.751953
	Iteration 41Q: 3 clusters Score -5142994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -5143002.500000 Penalty: 3443.751953
	Iteration 42Q: 3 clusters Score -5143002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -5143011.000000 Penalty: 3443.751953
	Iteration 43Q: 3 clusters Score -5143011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -5143024.500000 Penalty: 3443.751953
	Iteration 44Q: 3 clusters Score -5143024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -5143036.500000 Penalty: 3443.751953
	Iteration 45Q: 3 clusters Score -5143036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -5143037.000000 Penalty: 3443.751953
	Iteration 46Q: 3 clusters Score -5143037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -5143037.500000 Penalty: 3443.751953
	Iteration 47Q: 3 clusters Score -5143038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -5143042.500000 Penalty: 3443.751953
	Iteration 48Q: 3 clusters Score -5143042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -5143043.500000 Penalty: 3443.751953
	Iteration 49Q: 3 clusters Score -5143044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -5143050.500000 Penalty: 3443.751953
	Iteration 50Q: 3 clusters Score -5143050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -5143048.500000 Penalty: 3443.751953
	Iteration 51Q: 3 clusters Score -5143048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -5143044.000000 Penalty: 3443.751953
	Iteration 52Q: 3 clusters Score -5143044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5143052.000000 Penalty: 3443.751953
	Iteration 53Q: 3 clusters Score -5143052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5143051.500000 Penalty: 3443.751953
	Iteration 54Q: 3 clusters Score -5143052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -5143049.000000 Penalty: 3443.751953
	Iteration 55Q: 3 clusters Score -5143049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -5143053.500000 Penalty: 3443.751953
	Iteration 56Q: 3 clusters Score -5143054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -5143058.000000 Penalty: 3443.751953
	Iteration 57Q: 3 clusters Score -5143058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5143054.000000 Penalty: 3443.751953
	Iteration 58Q: 3 clusters Score -5143054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5143055.000000 Penalty: 3443.751953
	Iteration 59Q: 3 clusters Score -5143055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5143055.000000 Penalty: 3443.751953
	Iteration 60F: 3 clusters Score -5143055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 10660 members 
Mstep: Class 3 contains 91618 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32508 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 70287 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6991 members 
Mstep: Class 14 contains 77205 members 
Mstep: Class 15 contains 74833 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49657 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533720.000000 Penalty: 40818.515625
Iteration 359Q: 20 clusters Score -6.953372e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 91614 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32504 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 70340 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 77211 members 
Mstep: Class 15 contains 74847 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49659 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533736.000000 Penalty: 40818.515625
Iteration 360F: 20 clusters Score -6.953374e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91602 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32503 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 70394 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 77220 members 
Mstep: Class 15 contains 74872 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49660 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533672.000000 Penalty: 40818.515625
Iteration 361Q: 20 clusters Score -6.953367e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 91601 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32496 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 70448 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6994 members 
Mstep: Class 14 contains 77216 members 
Mstep: Class 15 contains 74895 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49660 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533680.000000 Penalty: 40818.515625
Iteration 362Q: 20 clusters Score -6.953368e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91601 members 
Mstep: Class 4 contains 10733 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32487 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 70505 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6995 members 
Mstep: Class 14 contains 77215 members 
Mstep: Class 15 contains 74917 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49663 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39601 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 363Q: 20 clusters Score -6.953367e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 91594 members 
Mstep: Class 4 contains 10735 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32479 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 70555 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6996 members 
Mstep: Class 14 contains 77220 members 
Mstep: Class 15 contains 74938 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49666 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39517 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 364Q: 20 clusters Score -6.95337e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91583 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32470 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 70605 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6998 members 
Mstep: Class 14 contains 77225 members 
Mstep: Class 15 contains 74956 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49671 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39446 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 365Q: 20 clusters Score -6.953371e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91572 members 
Mstep: Class 4 contains 10732 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32461 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 70644 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6999 members 
Mstep: Class 14 contains 77233 members 
Mstep: Class 15 contains 74969 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49677 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 366Q: 20 clusters Score -6.953368e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91561 members 
Mstep: Class 4 contains 10733 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32453 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 70668 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6998 members 
Mstep: Class 14 contains 77238 members 
Mstep: Class 15 contains 74983 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49687 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39342 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 367Q: 20 clusters Score -6.953373e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91552 members 
Mstep: Class 4 contains 10735 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32441 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 70710 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7001 members 
Mstep: Class 14 contains 77239 members 
Mstep: Class 15 contains 74998 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49692 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39282 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 368Q: 20 clusters Score -6.95337e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81276 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91552 members 
Mstep: Class 4 contains 10735 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32419 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 70751 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7002 members 
Mstep: Class 14 contains 77242 members 
Mstep: Class 15 contains 75008 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49701 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533680.000000 Penalty: 40818.515625
Iteration 369Q: 20 clusters Score -6.953368e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91542 members 
Mstep: Class 4 contains 10735 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32402 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 70799 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7002 members 
Mstep: Class 14 contains 77242 members 
Mstep: Class 15 contains 75022 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49705 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533640.000000 Penalty: 40818.515625
Iteration 370Q: 20 clusters Score -6.953364e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 91536 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32387 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 70834 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7002 members 
Mstep: Class 14 contains 77240 members 
Mstep: Class 15 contains 75036 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49714 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533696.000000 Penalty: 40818.515625
Iteration 371Q: 20 clusters Score -6.95337e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32373 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 70865 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7001 members 
Mstep: Class 14 contains 77236 members 
Mstep: Class 15 contains 75043 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49729 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533720.000000 Penalty: 40818.515625
Iteration 372Q: 20 clusters Score -6.953372e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 91524 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32350 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 70900 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 7001 members 
Mstep: Class 14 contains 77232 members 
Mstep: Class 15 contains 75042 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49739 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533744.000000 Penalty: 40818.515625
Iteration 373Q: 20 clusters Score -6.953374e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 91521 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32337 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 70927 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6998 members 
Mstep: Class 14 contains 77228 members 
Mstep: Class 15 contains 75045 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49750 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 39021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533744.000000 Penalty: 40818.515625
Iteration 374Q: 20 clusters Score -6.953374e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91519 members 
Mstep: Class 4 contains 10736 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32323 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 70954 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6996 members 
Mstep: Class 14 contains 77225 members 
Mstep: Class 15 contains 75046 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49759 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533776.000000 Penalty: 40818.515625
Iteration 375Q: 20 clusters Score -6.953378e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91507 members 
Mstep: Class 4 contains 10736 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32308 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 70983 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6996 members 
Mstep: Class 14 contains 77227 members 
Mstep: Class 15 contains 75054 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49769 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533840.000000 Penalty: 40818.515625
Iteration 376Q: 20 clusters Score -6.953384e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91495 members 
Mstep: Class 4 contains 10737 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32294 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71004 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6998 members 
Mstep: Class 14 contains 77222 members 
Mstep: Class 15 contains 75058 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49781 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533832.000000 Penalty: 40818.515625
Iteration 377Q: 20 clusters Score -6.953383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 91484 members 
Mstep: Class 4 contains 10739 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32283 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71023 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6996 members 
Mstep: Class 14 contains 77220 members 
Mstep: Class 15 contains 75065 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49789 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533816.000000 Penalty: 40818.515625
Iteration 378Q: 20 clusters Score -6.953382e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 91475 members 
Mstep: Class 4 contains 10739 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32277 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71038 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6994 members 
Mstep: Class 14 contains 77220 members 
Mstep: Class 15 contains 75066 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49800 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533784.000000 Penalty: 40818.515625
Iteration 379Q: 20 clusters Score -6.953378e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 91469 members 
Mstep: Class 4 contains 10739 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71053 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 77217 members 
Mstep: Class 15 contains 75068 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49807 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533696.000000 Penalty: 40818.515625
Iteration 380F: 20 clusters Score -6.95337e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 91465 members 
Mstep: Class 4 contains 10741 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32256 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71065 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 77214 members 
Mstep: Class 15 contains 75072 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49815 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38809 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 381Q: 20 clusters Score -6.953372e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 91459 members 
Mstep: Class 4 contains 10741 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32244 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71080 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 77211 members 
Mstep: Class 15 contains 75071 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49822 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533696.000000 Penalty: 40818.515625
Iteration 382Q: 20 clusters Score -6.95337e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 91456 members 
Mstep: Class 4 contains 10744 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32233 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71094 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 77208 members 
Mstep: Class 15 contains 75073 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49824 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533744.000000 Penalty: 40818.515625
Iteration 383Q: 20 clusters Score -6.953374e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 91463 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32214 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71107 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 77198 members 
Mstep: Class 15 contains 75075 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49826 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38720 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 384Q: 20 clusters Score -6.953375e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 91472 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32200 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71127 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 77188 members 
Mstep: Class 15 contains 75077 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49827 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38681 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 385Q: 20 clusters Score -6.953377e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 91471 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32183 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71149 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6994 members 
Mstep: Class 14 contains 77180 members 
Mstep: Class 15 contains 75077 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49828 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533744.000000 Penalty: 40818.515625
Iteration 386Q: 20 clusters Score -6.953374e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 91472 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71176 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 77178 members 
Mstep: Class 15 contains 75070 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49829 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533720.000000 Penalty: 40818.515625
Iteration 387Q: 20 clusters Score -6.953372e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 91475 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32161 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71191 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 77174 members 
Mstep: Class 15 contains 75074 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49829 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533768.000000 Penalty: 40818.515625
Iteration 388Q: 20 clusters Score -6.953377e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 91471 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32156 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71211 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 77170 members 
Mstep: Class 15 contains 75070 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49831 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533744.000000 Penalty: 40818.515625
Iteration 389Q: 20 clusters Score -6.953374e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 91470 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32150 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71227 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 77168 members 
Mstep: Class 15 contains 75067 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49833 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533776.000000 Penalty: 40818.515625
Iteration 390Q: 20 clusters Score -6.953378e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91471 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32145 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71235 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 77165 members 
Mstep: Class 15 contains 75071 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49835 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533712.000000 Penalty: 40818.515625
Iteration 391Q: 20 clusters Score -6.953371e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91475 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32137 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71258 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6991 members 
Mstep: Class 14 contains 77162 members 
Mstep: Class 15 contains 75076 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49834 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533688.000000 Penalty: 40818.515625
Iteration 392Q: 20 clusters Score -6.953369e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91481 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32133 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71270 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6991 members 
Mstep: Class 14 contains 77158 members 
Mstep: Class 15 contains 75079 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49834 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533712.000000 Penalty: 40818.515625
Iteration 393Q: 20 clusters Score -6.953371e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91487 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32128 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71282 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6990 members 
Mstep: Class 14 contains 77156 members 
Mstep: Class 15 contains 75092 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49833 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533696.000000 Penalty: 40818.515625
Iteration 394Q: 20 clusters Score -6.95337e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91483 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32123 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71304 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 77159 members 
Mstep: Class 15 contains 75096 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49832 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533680.000000 Penalty: 40818.515625
Iteration 395Q: 20 clusters Score -6.953368e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91488 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32121 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71325 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6990 members 
Mstep: Class 14 contains 77160 members 
Mstep: Class 15 contains 75100 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49833 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533632.000000 Penalty: 40818.515625
Iteration 396Q: 20 clusters Score -6.953363e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91489 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32119 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71351 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 77161 members 
Mstep: Class 15 contains 75102 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49835 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533592.000000 Penalty: 40818.515625
Iteration 397Q: 20 clusters Score -6.953359e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91495 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32113 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71375 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 77155 members 
Mstep: Class 15 contains 75106 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49836 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533584.000000 Penalty: 40818.515625
Iteration 398Q: 20 clusters Score -6.953358e+07 nChanged 94
Entering ConstructFrom: 
Score: -69533584.000000 Penalty: 40818.515625
Entering ConstructFrom: 
Trying to split cluster 1 (81884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Entering Unmasked Estep 
Score: -10526401.000000 Penalty: 1838.372070
	Iteration 0F: 2 clusters Score -1.05264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -10472748.000000 Penalty: 3676.744141
	Iteration 0F: 3 clusters Score -1.047275e+07 nChanged 39160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -10495369.000000 Penalty: 3676.744141
	Iteration 1F: 3 clusters Score -1.049537e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -10496024.000000 Penalty: 3676.744141
	Iteration 2Q: 3 clusters Score -1.049602e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -10496920.000000 Penalty: 3676.744141
	Iteration 3Q: 3 clusters Score -1.049692e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -10497994.000000 Penalty: 3676.744141
	Iteration 4Q: 3 clusters Score -1.049799e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -10499630.000000 Penalty: 3676.744141
	Iteration 5Q: 3 clusters Score -1.049963e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -10502489.000000 Penalty: 3676.744141
	Iteration 6F: 3 clusters Score -1.050249e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -10506757.000000 Penalty: 3676.744141
	Iteration 7F: 3 clusters Score -1.050676e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -10512076.000000 Penalty: 3676.744141
	Iteration 8F: 3 clusters Score -1.051208e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -10516778.000000 Penalty: 3676.744141
	Iteration 9F: 3 clusters Score -1.051678e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -10519315.000000 Penalty: 3676.744141
	Iteration 10Q: 3 clusters Score -1.051932e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -10520369.000000 Penalty: 3676.744141
	Iteration 11Q: 3 clusters Score -1.052037e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -10520782.000000 Penalty: 3676.744141
	Iteration 12Q: 3 clusters Score -1.052078e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -10521088.000000 Penalty: 3676.744141
	Iteration 13Q: 3 clusters Score -1.052109e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -10521293.000000 Penalty: 3676.744141
	Iteration 14Q: 3 clusters Score -1.052129e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -10521484.000000 Penalty: 3676.744141
	Iteration 15Q: 3 clusters Score -1.052148e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -10521620.000000 Penalty: 3676.744141
	Iteration 16Q: 3 clusters Score -1.052162e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -10521718.000000 Penalty: 3676.744141
	Iteration 17Q: 3 clusters Score -1.052172e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -10521830.000000 Penalty: 3676.744141
	Iteration 18Q: 3 clusters Score -1.052183e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -10521942.000000 Penalty: 3676.744141
	Iteration 19Q: 3 clusters Score -1.052194e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -10522061.000000 Penalty: 3676.744141
	Iteration 20F: 3 clusters Score -1.052206e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -10522180.000000 Penalty: 3676.744141
	Iteration 21Q: 3 clusters Score -1.052218e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -10522221.000000 Penalty: 3676.744141
	Iteration 22Q: 3 clusters Score -1.052222e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -10522326.000000 Penalty: 3676.744141
	Iteration 23Q: 3 clusters Score -1.052233e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -10522448.000000 Penalty: 3676.744141
	Iteration 24Q: 3 clusters Score -1.052245e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -10522578.000000 Penalty: 3676.744141
	Iteration 25Q: 3 clusters Score -1.052258e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -10522736.000000 Penalty: 3676.744141
	Iteration 26Q: 3 clusters Score -1.052274e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -10522802.000000 Penalty: 3676.744141
	Iteration 27Q: 3 clusters Score -1.05228e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -10522895.000000 Penalty: 3676.744141
	Iteration 28Q: 3 clusters Score -1.05229e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -10522972.000000 Penalty: 3676.744141
	Iteration 29Q: 3 clusters Score -1.052297e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -10523091.000000 Penalty: 3676.744141
	Iteration 30Q: 3 clusters Score -1.052309e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75365 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -10523189.000000 Penalty: 3676.744141
	Iteration 31Q: 3 clusters Score -1.052319e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -10523300.000000 Penalty: 3676.744141
	Iteration 32Q: 3 clusters Score -1.05233e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -10523424.000000 Penalty: 3676.744141
	Iteration 33Q: 3 clusters Score -1.052342e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -10523529.000000 Penalty: 3676.744141
	Iteration 34Q: 3 clusters Score -1.052353e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -10523616.000000 Penalty: 3676.744141
	Iteration 35Q: 3 clusters Score -1.052362e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -10523711.000000 Penalty: 3676.744141
	Iteration 36Q: 3 clusters Score -1.052371e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -10523783.000000 Penalty: 3676.744141
	Iteration 37Q: 3 clusters Score -1.052378e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -10523836.000000 Penalty: 3676.744141
	Iteration 38Q: 3 clusters Score -1.052384e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -10523952.000000 Penalty: 3676.744141
	Iteration 39Q: 3 clusters Score -1.052395e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -10524083.000000 Penalty: 3676.744141
	Iteration 40F: 3 clusters Score -1.052408e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -10524188.000000 Penalty: 3676.744141
	Iteration 41Q: 3 clusters Score -1.052419e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78549 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -10524210.000000 Penalty: 3676.744141
	Iteration 42Q: 3 clusters Score -1.052421e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -10524296.000000 Penalty: 3676.744141
	Iteration 43Q: 3 clusters Score -1.05243e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -10524368.000000 Penalty: 3676.744141
	Iteration 44Q: 3 clusters Score -1.052437e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -10524431.000000 Penalty: 3676.744141
	Iteration 45Q: 3 clusters Score -1.052443e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -10524507.000000 Penalty: 3676.744141
	Iteration 46Q: 3 clusters Score -1.052451e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -10524563.000000 Penalty: 3676.744141
	Iteration 47Q: 3 clusters Score -1.052456e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -10524631.000000 Penalty: 3676.744141
	Iteration 48Q: 3 clusters Score -1.052463e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10524639.000000 Penalty: 3676.744141
	Iteration 49Q: 3 clusters Score -1.052464e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -10524685.000000 Penalty: 3676.744141
	Iteration 50Q: 3 clusters Score -1.052468e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10524720.000000 Penalty: 3676.744141
	Iteration 51Q: 3 clusters Score -1.052472e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10524726.000000 Penalty: 3676.744141
	Iteration 52Q: 3 clusters Score -1.052473e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -10524744.000000 Penalty: 3676.744141
	Iteration 53Q: 3 clusters Score -1.052474e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80042 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10524766.000000 Penalty: 3676.744141
	Iteration 54Q: 3 clusters Score -1.052477e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -10524797.000000 Penalty: 3676.744141
	Iteration 55Q: 3 clusters Score -1.05248e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10524784.000000 Penalty: 3676.744141
	Iteration 56Q: 3 clusters Score -1.052478e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10524792.000000 Penalty: 3676.744141
	Iteration 57Q: 3 clusters Score -1.052479e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -10524811.000000 Penalty: 3676.744141
	Iteration 58Q: 3 clusters Score -1.052481e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -10524820.000000 Penalty: 3676.744141
	Iteration 59Q: 3 clusters Score -1.052482e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -10524854.000000 Penalty: 3676.744141
	Iteration 60F: 3 clusters Score -1.052485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10524866.000000 Penalty: 3676.744141
	Iteration 61Q: 3 clusters Score -1.052487e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -10524888.000000 Penalty: 3676.744141
	Iteration 62Q: 3 clusters Score -1.052489e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10524908.000000 Penalty: 3676.744141
	Iteration 63Q: 3 clusters Score -1.052491e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10524934.000000 Penalty: 3676.744141
	Iteration 64Q: 3 clusters Score -1.052493e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10524962.000000 Penalty: 3676.744141
	Iteration 65Q: 3 clusters Score -1.052496e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -10524976.000000 Penalty: 3676.744141
	Iteration 66Q: 3 clusters Score -1.052498e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10524978.000000 Penalty: 3676.744141
	Iteration 67Q: 3 clusters Score -1.052498e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10525012.000000 Penalty: 3676.744141
	Iteration 68Q: 3 clusters Score -1.052501e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10525022.000000 Penalty: 3676.744141
	Iteration 69Q: 3 clusters Score -1.052502e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10525037.000000 Penalty: 3676.744141
	Iteration 70Q: 3 clusters Score -1.052504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10525040.000000 Penalty: 3676.744141
	Iteration 71Q: 3 clusters Score -1.052504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10525043.000000 Penalty: 3676.744141
	Iteration 72Q: 3 clusters Score -1.052504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10525042.000000 Penalty: 3676.744141
	Iteration 73Q: 3 clusters Score -1.052504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -10525045.000000 Penalty: 3676.744141
	Iteration 74Q: 3 clusters Score -1.052504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10525046.000000 Penalty: 3676.744141
	Iteration 75Q: 3 clusters Score -1.052505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10525045.000000 Penalty: 3676.744141
	Iteration 76Q: 3 clusters Score -1.052504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -10525052.000000 Penalty: 3676.744141
	Iteration 77Q: 3 clusters Score -1.052505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10525053.000000 Penalty: 3676.744141
	Iteration 78Q: 3 clusters Score -1.052505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10525052.000000 Penalty: 3676.744141
	Iteration 79Q: 3 clusters Score -1.052505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10525058.000000 Penalty: 3676.744141
	Iteration 80F: 3 clusters Score -1.052506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10525052.000000 Penalty: 3676.744141
	Iteration 81Q: 3 clusters Score -1.052505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10525049.000000 Penalty: 3676.744141
	Iteration 82Q: 3 clusters Score -1.052505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10525055.000000 Penalty: 3676.744141
	Iteration 83Q: 3 clusters Score -1.052506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10525055.000000 Penalty: 3676.744141
	Iteration 84F: 3 clusters Score -1.052506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Entering Unmasked Estep 
Score: -1348248.125000 Penalty: 1507.203369
	Iteration 0F: 2 clusters Score -1348248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1340677.250000 Penalty: 3014.406738
	Iteration 0F: 3 clusters Score -1340677 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1343068.125000 Penalty: 3014.406738
	Iteration 1F: 3 clusters Score -1343068 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1343264.125000 Penalty: 3014.406738
	Iteration 2F: 3 clusters Score -1343264 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1343420.250000 Penalty: 3014.406738
	Iteration 3Q: 3 clusters Score -1343420 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1343521.125000 Penalty: 3014.406738
	Iteration 4Q: 3 clusters Score -1343521 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1343614.625000 Penalty: 3014.406738
	Iteration 5Q: 3 clusters Score -1343615 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1343703.000000 Penalty: 3014.406738
	Iteration 6Q: 3 clusters Score -1343703 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1343803.250000 Penalty: 3014.406738
	Iteration 7Q: 3 clusters Score -1343803 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1343920.500000 Penalty: 3014.406738
	Iteration 8Q: 3 clusters Score -1343920 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1344082.000000 Penalty: 3014.406738
	Iteration 9Q: 3 clusters Score -1344082 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1344302.625000 Penalty: 3014.406738
	Iteration 10Q: 3 clusters Score -1344303 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1344588.375000 Penalty: 3014.406738
	Iteration 11Q: 3 clusters Score -1344588 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1344945.375000 Penalty: 3014.406738
	Iteration 12F: 3 clusters Score -1344945 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1345364.000000 Penalty: 3014.406738
	Iteration 13F: 3 clusters Score -1345364 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1345818.750000 Penalty: 3014.406738
	Iteration 14F: 3 clusters Score -1345819 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1346219.625000 Penalty: 3014.406738
	Iteration 15Q: 3 clusters Score -1346220 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1346531.375000 Penalty: 3014.406738
	Iteration 16Q: 3 clusters Score -1346531 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1346699.125000 Penalty: 3014.406738
	Iteration 17Q: 3 clusters Score -1346699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1346774.250000 Penalty: 3014.406738
	Iteration 18Q: 3 clusters Score -1346774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1346833.750000 Penalty: 3014.406738
	Iteration 19Q: 3 clusters Score -1346834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1346869.625000 Penalty: 3014.406738
	Iteration 20F: 3 clusters Score -1346870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1346884.750000 Penalty: 3014.406738
	Iteration 21Q: 3 clusters Score -1346885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1346897.750000 Penalty: 3014.406738
	Iteration 22Q: 3 clusters Score -1346898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1346900.500000 Penalty: 3014.406738
	Iteration 23Q: 3 clusters Score -1346900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1346905.750000 Penalty: 3014.406738
	Iteration 24Q: 3 clusters Score -1346906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1346907.625000 Penalty: 3014.406738
	Iteration 25Q: 3 clusters Score -1346908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1346909.875000 Penalty: 3014.406738
	Iteration 26Q: 3 clusters Score -1346910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1346911.750000 Penalty: 3014.406738
	Iteration 27Q: 3 clusters Score -1346912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1346914.125000 Penalty: 3014.406738
	Iteration 28Q: 3 clusters Score -1346914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1346917.750000 Penalty: 3014.406738
	Iteration 29Q: 3 clusters Score -1346918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1346917.750000 Penalty: 3014.406738
	Iteration 30F: 3 clusters Score -1346918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Entering Unmasked Estep 
Score: -11742904.000000 Penalty: 1856.420532
	Iteration 0F: 2 clusters Score -1.17429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -11682871.000000 Penalty: 3712.841064
	Iteration 0F: 3 clusters Score -1.168287e+07 nChanged 43615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -11708391.000000 Penalty: 3712.841064
	Iteration 1F: 3 clusters Score -1.170839e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -11709146.000000 Penalty: 3712.841064
	Iteration 2Q: 3 clusters Score -1.170915e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -11709946.000000 Penalty: 3712.841064
	Iteration 3Q: 3 clusters Score -1.170995e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -11711216.000000 Penalty: 3712.841064
	Iteration 4Q: 3 clusters Score -1.171122e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -11713074.000000 Penalty: 3712.841064
	Iteration 5Q: 3 clusters Score -1.171307e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -11715933.000000 Penalty: 3712.841064
	Iteration 6F: 3 clusters Score -1.171593e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -11719831.000000 Penalty: 3712.841064
	Iteration 7F: 3 clusters Score -1.171983e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -11724574.000000 Penalty: 3712.841064
	Iteration 8F: 3 clusters Score -1.172457e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -11728691.000000 Penalty: 3712.841064
	Iteration 9F: 3 clusters Score -1.172869e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -11731261.000000 Penalty: 3712.841064
	Iteration 10Q: 3 clusters Score -1.173126e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -11732567.000000 Penalty: 3712.841064
	Iteration 11Q: 3 clusters Score -1.173257e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -11733761.000000 Penalty: 3712.841064
	Iteration 12Q: 3 clusters Score -1.173376e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -11734848.000000 Penalty: 3712.841064
	Iteration 13Q: 3 clusters Score -1.173485e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -11735876.000000 Penalty: 3712.841064
	Iteration 14Q: 3 clusters Score -1.173588e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -11736807.000000 Penalty: 3712.841064
	Iteration 15Q: 3 clusters Score -1.173681e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -11737670.000000 Penalty: 3712.841064
	Iteration 16Q: 3 clusters Score -1.173767e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -11738305.000000 Penalty: 3712.841064
	Iteration 17Q: 3 clusters Score -1.17383e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -11738822.000000 Penalty: 3712.841064
	Iteration 18Q: 3 clusters Score -1.173882e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -11739330.000000 Penalty: 3712.841064
	Iteration 19Q: 3 clusters Score -1.173933e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -11739653.000000 Penalty: 3712.841064
	Iteration 20F: 3 clusters Score -1.173965e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -11739895.000000 Penalty: 3712.841064
	Iteration 21Q: 3 clusters Score -1.17399e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -11740060.000000 Penalty: 3712.841064
	Iteration 22Q: 3 clusters Score -1.174006e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -11740233.000000 Penalty: 3712.841064
	Iteration 23Q: 3 clusters Score -1.174023e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -11740392.000000 Penalty: 3712.841064
	Iteration 24Q: 3 clusters Score -1.174039e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -11740497.000000 Penalty: 3712.841064
	Iteration 25Q: 3 clusters Score -1.17405e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -11740614.000000 Penalty: 3712.841064
	Iteration 26Q: 3 clusters Score -1.174061e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -11740737.000000 Penalty: 3712.841064
	Iteration 27Q: 3 clusters Score -1.174074e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -11740785.000000 Penalty: 3712.841064
	Iteration 28Q: 3 clusters Score -1.174078e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -11740885.000000 Penalty: 3712.841064
	Iteration 29Q: 3 clusters Score -1.174088e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -11740963.000000 Penalty: 3712.841064
	Iteration 30Q: 3 clusters Score -1.174096e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -11741009.000000 Penalty: 3712.841064
	Iteration 31Q: 3 clusters Score -1.174101e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -11741069.000000 Penalty: 3712.841064
	Iteration 32Q: 3 clusters Score -1.174107e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -11741098.000000 Penalty: 3712.841064
	Iteration 33Q: 3 clusters Score -1.17411e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -11741128.000000 Penalty: 3712.841064
	Iteration 34Q: 3 clusters Score -1.174113e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -11741139.000000 Penalty: 3712.841064
	Iteration 35Q: 3 clusters Score -1.174114e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -11741164.000000 Penalty: 3712.841064
	Iteration 36Q: 3 clusters Score -1.174116e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90006 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -11741190.000000 Penalty: 3712.841064
	Iteration 37Q: 3 clusters Score -1.174119e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11741210.000000 Penalty: 3712.841064
	Iteration 38Q: 3 clusters Score -1.174121e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11741236.000000 Penalty: 3712.841064
	Iteration 39Q: 3 clusters Score -1.174124e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -11741241.000000 Penalty: 3712.841064
	Iteration 40F: 3 clusters Score -1.174124e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -11741246.000000 Penalty: 3712.841064
	Iteration 41Q: 3 clusters Score -1.174125e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11741256.000000 Penalty: 3712.841064
	Iteration 42Q: 3 clusters Score -1.174126e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90442 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11741281.000000 Penalty: 3712.841064
	Iteration 43Q: 3 clusters Score -1.174128e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11741286.000000 Penalty: 3712.841064
	Iteration 44Q: 3 clusters Score -1.174129e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11741282.000000 Penalty: 3712.841064
	Iteration 45Q: 3 clusters Score -1.174128e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11741280.000000 Penalty: 3712.841064
	Iteration 46Q: 3 clusters Score -1.174128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11741290.000000 Penalty: 3712.841064
	Iteration 47Q: 3 clusters Score -1.174129e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11741304.000000 Penalty: 3712.841064
	Iteration 48Q: 3 clusters Score -1.17413e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11741316.000000 Penalty: 3712.841064
	Iteration 49Q: 3 clusters Score -1.174132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11741323.000000 Penalty: 3712.841064
	Iteration 50Q: 3 clusters Score -1.174132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11741339.000000 Penalty: 3712.841064
	Iteration 51Q: 3 clusters Score -1.174134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11741343.000000 Penalty: 3712.841064
	Iteration 52Q: 3 clusters Score -1.174134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11741331.000000 Penalty: 3712.841064
	Iteration 53Q: 3 clusters Score -1.174133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -11741342.000000 Penalty: 3712.841064
	Iteration 54Q: 3 clusters Score -1.174134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11741353.000000 Penalty: 3712.841064
	Iteration 55Q: 3 clusters Score -1.174135e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11741358.000000 Penalty: 3712.841064
	Iteration 56Q: 3 clusters Score -1.174136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11741361.000000 Penalty: 3712.841064
	Iteration 57Q: 3 clusters Score -1.174136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90869 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11741357.000000 Penalty: 3712.841064
	Iteration 58Q: 3 clusters Score -1.174136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11741363.000000 Penalty: 3712.841064
	Iteration 59Q: 3 clusters Score -1.174136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90883 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -11741365.000000 Penalty: 3712.841064
	Iteration 60F: 3 clusters Score -1.174136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11741373.000000 Penalty: 3712.841064
	Iteration 61Q: 3 clusters Score -1.174137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90903 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11741376.000000 Penalty: 3712.841064
	Iteration 62Q: 3 clusters Score -1.174138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11741382.000000 Penalty: 3712.841064
	Iteration 63Q: 3 clusters Score -1.174138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90930 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11741388.000000 Penalty: 3712.841064
	Iteration 64Q: 3 clusters Score -1.174139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11741386.000000 Penalty: 3712.841064
	Iteration 65Q: 3 clusters Score -1.174139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11741386.000000 Penalty: 3712.841064
	Iteration 66Q: 3 clusters Score -1.174139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11741392.000000 Penalty: 3712.841064
	Iteration 67Q: 3 clusters Score -1.174139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11741392.000000 Penalty: 3712.841064
	Iteration 68Q: 3 clusters Score -1.174139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11741391.000000 Penalty: 3712.841064
	Iteration 69Q: 3 clusters Score -1.174139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11741390.000000 Penalty: 3712.841064
	Iteration 70Q: 3 clusters Score -1.174139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11741386.000000 Penalty: 3712.841064
	Iteration 71Q: 3 clusters Score -1.174139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11741379.000000 Penalty: 3712.841064
	Iteration 72Q: 3 clusters Score -1.174138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11741377.000000 Penalty: 3712.841064
	Iteration 73Q: 3 clusters Score -1.174138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11741392.000000 Penalty: 3712.841064
	Iteration 74Q: 3 clusters Score -1.174139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90984 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11741405.000000 Penalty: 3712.841064
	Iteration 75Q: 3 clusters Score -1.17414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11741404.000000 Penalty: 3712.841064
	Iteration 76Q: 3 clusters Score -1.17414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11741406.000000 Penalty: 3712.841064
	Iteration 77Q: 3 clusters Score -1.174141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11741405.000000 Penalty: 3712.841064
	Iteration 78Q: 3 clusters Score -1.17414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11741398.000000 Penalty: 3712.841064
	Iteration 79Q: 3 clusters Score -1.17414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11741391.000000 Penalty: 3712.841064
	Iteration 80F: 3 clusters Score -1.174139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11741384.000000 Penalty: 3712.841064
	Iteration 81Q: 3 clusters Score -1.174138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11741390.000000 Penalty: 3712.841064
	Iteration 82Q: 3 clusters Score -1.174139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11741398.000000 Penalty: 3712.841064
	Iteration 83Q: 3 clusters Score -1.17414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11741397.000000 Penalty: 3712.841064
	Iteration 84Q: 3 clusters Score -1.17414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11741407.000000 Penalty: 3712.841064
	Iteration 85Q: 3 clusters Score -1.174141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11741423.000000 Penalty: 3712.841064
	Iteration 86Q: 3 clusters Score -1.174142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91059 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11741413.000000 Penalty: 3712.841064
	Iteration 87Q: 3 clusters Score -1.174141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11741422.000000 Penalty: 3712.841064
	Iteration 88Q: 3 clusters Score -1.174142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11741433.000000 Penalty: 3712.841064
	Iteration 89Q: 3 clusters Score -1.174143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11741436.000000 Penalty: 3712.841064
	Iteration 90Q: 3 clusters Score -1.174144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -11741437.000000 Penalty: 3712.841064
	Iteration 91Q: 3 clusters Score -1.174144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11741434.000000 Penalty: 3712.841064
	Iteration 92Q: 3 clusters Score -1.174143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -11741430.000000 Penalty: 3712.841064
	Iteration 93Q: 3 clusters Score -1.174143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11741427.000000 Penalty: 3712.841064
	Iteration 94Q: 3 clusters Score -1.174143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11741437.000000 Penalty: 3712.841064
	Iteration 95Q: 3 clusters Score -1.174144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11741437.000000 Penalty: 3712.841064
	Iteration 96Q: 3 clusters Score -1.174144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11741432.000000 Penalty: 3712.841064
	Iteration 97Q: 3 clusters Score -1.174143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11741434.000000 Penalty: 3712.841064
	Iteration 98Q: 3 clusters Score -1.174143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11741434.000000 Penalty: 3712.841064
	Iteration 99F: 3 clusters Score -1.174143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Entering Unmasked Estep 
Score: -1369474.500000 Penalty: 1508.356812
	Iteration 0F: 2 clusters Score -1369474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1361840.875000 Penalty: 3016.713623
	Iteration 0F: 3 clusters Score -1361841 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1364311.125000 Penalty: 3016.713623
	Iteration 1F: 3 clusters Score -1364311 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1364602.000000 Penalty: 3016.713623
	Iteration 2F: 3 clusters Score -1364602 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1364882.500000 Penalty: 3016.713623
	Iteration 3F: 3 clusters Score -1364882 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1365182.125000 Penalty: 3016.713623
	Iteration 4Q: 3 clusters Score -1365182 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1365536.375000 Penalty: 3016.713623
	Iteration 5F: 3 clusters Score -1365536 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1365904.625000 Penalty: 3016.713623
	Iteration 6F: 3 clusters Score -1365905 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1366284.000000 Penalty: 3016.713623
	Iteration 7Q: 3 clusters Score -1366284 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1366730.000000 Penalty: 3016.713623
	Iteration 8Q: 3 clusters Score -1366730 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1367145.250000 Penalty: 3016.713623
	Iteration 9Q: 3 clusters Score -1367145 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1367427.625000 Penalty: 3016.713623
	Iteration 10Q: 3 clusters Score -1367428 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1367631.875000 Penalty: 3016.713623
	Iteration 11Q: 3 clusters Score -1367632 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1367750.875000 Penalty: 3016.713623
	Iteration 12Q: 3 clusters Score -1367751 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1367834.875000 Penalty: 3016.713623
	Iteration 13Q: 3 clusters Score -1367835 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1367892.125000 Penalty: 3016.713623
	Iteration 14Q: 3 clusters Score -1367892 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1367925.125000 Penalty: 3016.713623
	Iteration 15Q: 3 clusters Score -1367925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1367951.750000 Penalty: 3016.713623
	Iteration 16Q: 3 clusters Score -1367952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1367977.750000 Penalty: 3016.713623
	Iteration 17Q: 3 clusters Score -1367978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1367999.750000 Penalty: 3016.713623
	Iteration 18Q: 3 clusters Score -1368000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1368011.625000 Penalty: 3016.713623
	Iteration 19Q: 3 clusters Score -1368012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1368021.375000 Penalty: 3016.713623
	Iteration 20F: 3 clusters Score -1368021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1368034.875000 Penalty: 3016.713623
	Iteration 21Q: 3 clusters Score -1368035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1368052.375000 Penalty: 3016.713623
	Iteration 22Q: 3 clusters Score -1368052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1368068.500000 Penalty: 3016.713623
	Iteration 23Q: 3 clusters Score -1368068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1368084.750000 Penalty: 3016.713623
	Iteration 24Q: 3 clusters Score -1368085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1368094.625000 Penalty: 3016.713623
	Iteration 25Q: 3 clusters Score -1368095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1368102.625000 Penalty: 3016.713623
	Iteration 26Q: 3 clusters Score -1368103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1368109.375000 Penalty: 3016.713623
	Iteration 27Q: 3 clusters Score -1368109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1368111.375000 Penalty: 3016.713623
	Iteration 28Q: 3 clusters Score -1368111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1368116.625000 Penalty: 3016.713623
	Iteration 29Q: 3 clusters Score -1368117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1368121.125000 Penalty: 3016.713623
	Iteration 30Q: 3 clusters Score -1368121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1368126.125000 Penalty: 3016.713623
	Iteration 31Q: 3 clusters Score -1368126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1368123.500000 Penalty: 3016.713623
	Iteration 32Q: 3 clusters Score -1368124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1368130.625000 Penalty: 3016.713623
	Iteration 33Q: 3 clusters Score -1368131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1368134.750000 Penalty: 3016.713623
	Iteration 34Q: 3 clusters Score -1368135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1368132.875000 Penalty: 3016.713623
	Iteration 35Q: 3 clusters Score -1368133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1368136.500000 Penalty: 3016.713623
	Iteration 36Q: 3 clusters Score -1368136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1368137.500000 Penalty: 3016.713623
	Iteration 37Q: 3 clusters Score -1368138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1368137.875000 Penalty: 3016.713623
	Iteration 38Q: 3 clusters Score -1368138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1368136.625000 Penalty: 3016.713623
	Iteration 39Q: 3 clusters Score -1368137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1368138.625000 Penalty: 3016.713623
	Iteration 40F: 3 clusters Score -1368139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1368144.000000 Penalty: 3016.713623
	Iteration 41Q: 3 clusters Score -1368144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1368144.000000 Penalty: 3016.713623
	Iteration 42Q: 3 clusters Score -1368144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1368143.750000 Penalty: 3016.713623
	Iteration 43Q: 3 clusters Score -1368144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1368142.375000 Penalty: 3016.713623
	Iteration 44Q: 3 clusters Score -1368142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1368145.875000 Penalty: 3016.713623
	Iteration 45Q: 3 clusters Score -1368146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1368144.875000 Penalty: 3016.713623
	Iteration 46Q: 3 clusters Score -1368145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1368147.500000 Penalty: 3016.713623
	Iteration 47Q: 3 clusters Score -1368148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1368149.500000 Penalty: 3016.713623
	Iteration 48Q: 3 clusters Score -1368150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1368151.875000 Penalty: 3016.713623
	Iteration 49Q: 3 clusters Score -1368152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1368149.375000 Penalty: 3016.713623
	Iteration 50Q: 3 clusters Score -1368149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1368149.875000 Penalty: 3016.713623
	Iteration 51Q: 3 clusters Score -1368150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1368152.125000 Penalty: 3016.713623
	Iteration 52Q: 3 clusters Score -1368152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1368154.875000 Penalty: 3016.713623
	Iteration 53Q: 3 clusters Score -1368155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1368157.375000 Penalty: 3016.713623
	Iteration 54Q: 3 clusters Score -1368157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1368159.500000 Penalty: 3016.713623
	Iteration 55Q: 3 clusters Score -1368160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1368160.750000 Penalty: 3016.713623
	Iteration 56Q: 3 clusters Score -1368161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1368159.500000 Penalty: 3016.713623
	Iteration 57Q: 3 clusters Score -1368160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1368163.875000 Penalty: 3016.713623
	Iteration 58Q: 3 clusters Score -1368164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1368167.750000 Penalty: 3016.713623
	Iteration 59Q: 3 clusters Score -1368168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1368171.875000 Penalty: 3016.713623
	Iteration 60F: 3 clusters Score -1368172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1368175.875000 Penalty: 3016.713623
	Iteration 61Q: 3 clusters Score -1368176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1368181.750000 Penalty: 3016.713623
	Iteration 62Q: 3 clusters Score -1368182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1368181.625000 Penalty: 3016.713623
	Iteration 63Q: 3 clusters Score -1368182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1368183.250000 Penalty: 3016.713623
	Iteration 64Q: 3 clusters Score -1368183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1368183.875000 Penalty: 3016.713623
	Iteration 65Q: 3 clusters Score -1368184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1368186.000000 Penalty: 3016.713623
	Iteration 66Q: 3 clusters Score -1368186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1368187.125000 Penalty: 3016.713623
	Iteration 67Q: 3 clusters Score -1368187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1368190.750000 Penalty: 3016.713623
	Iteration 68Q: 3 clusters Score -1368191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1368193.375000 Penalty: 3016.713623
	Iteration 69Q: 3 clusters Score -1368193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1368191.500000 Penalty: 3016.713623
	Iteration 70Q: 3 clusters Score -1368192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1368191.500000 Penalty: 3016.713623
	Iteration 71F: 3 clusters Score -1368192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -39407.351562 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -39407.35 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 229 members 
Entering Unmasked Estep 
Score: -38472.628906 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -38472.63 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38728.949219 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -38728.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38851.019531 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -38851.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38971.703125 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -38971.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39060.312500 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -39060.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39075.824219 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -39075.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39081.910156 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -39081.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39090.726562 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -39090.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39093.992188 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -39093.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39093.992188 Penalty: 1970.730103
	Iteration 9F: 3 clusters Score -39093.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Entering Unmasked Estep 
Score: -4165273.000000 Penalty: 1686.234741
	Iteration 0F: 2 clusters Score -4165273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4143749.250000 Penalty: 3372.469482
	Iteration 0F: 3 clusters Score -4143749 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4151917.500000 Penalty: 3372.469482
	Iteration 1F: 3 clusters Score -4151918 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4152280.500000 Penalty: 3372.469482
	Iteration 2Q: 3 clusters Score -4152280 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -4152642.750000 Penalty: 3372.469482
	Iteration 3Q: 3 clusters Score -4152643 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4153065.500000 Penalty: 3372.469482
	Iteration 4Q: 3 clusters Score -4153066 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -4153576.000000 Penalty: 3372.469482
	Iteration 5Q: 3 clusters Score -4153576 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4154288.250000 Penalty: 3372.469482
	Iteration 6Q: 3 clusters Score -4154288 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -4155261.250000 Penalty: 3372.469482
	Iteration 7F: 3 clusters Score -4155261 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4156584.000000 Penalty: 3372.469482
	Iteration 8F: 3 clusters Score -4156584 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -4158131.250000 Penalty: 3372.469482
	Iteration 9F: 3 clusters Score -4158131 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4159415.750000 Penalty: 3372.469482
	Iteration 10F: 3 clusters Score -4159416 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -4160144.750000 Penalty: 3372.469482
	Iteration 11Q: 3 clusters Score -4160145 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4160534.000000 Penalty: 3372.469482
	Iteration 12Q: 3 clusters Score -4160534 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -4160797.750000 Penalty: 3372.469482
	Iteration 13Q: 3 clusters Score -4160798 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -4161034.500000 Penalty: 3372.469482
	Iteration 14Q: 3 clusters Score -4161034 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -4161210.500000 Penalty: 3372.469482
	Iteration 15Q: 3 clusters Score -4161210 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -4161402.000000 Penalty: 3372.469482
	Iteration 16Q: 3 clusters Score -4161402 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -4161534.750000 Penalty: 3372.469482
	Iteration 17Q: 3 clusters Score -4161535 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4161667.500000 Penalty: 3372.469482
	Iteration 18Q: 3 clusters Score -4161668 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -4161822.000000 Penalty: 3372.469482
	Iteration 19Q: 3 clusters Score -4161822 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -4161968.000000 Penalty: 3372.469482
	Iteration 20F: 3 clusters Score -4161968 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -4162091.500000 Penalty: 3372.469482
	Iteration 21Q: 3 clusters Score -4162092 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4162184.000000 Penalty: 3372.469482
	Iteration 22Q: 3 clusters Score -4162184 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -4162299.250000 Penalty: 3372.469482
	Iteration 23Q: 3 clusters Score -4162299 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4162405.500000 Penalty: 3372.469482
	Iteration 24Q: 3 clusters Score -4162406 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -4162501.000000 Penalty: 3372.469482
	Iteration 25Q: 3 clusters Score -4162501 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4162580.000000 Penalty: 3372.469482
	Iteration 26Q: 3 clusters Score -4162580 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -4162655.000000 Penalty: 3372.469482
	Iteration 27Q: 3 clusters Score -4162655 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4162705.000000 Penalty: 3372.469482
	Iteration 28Q: 3 clusters Score -4162705 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4162745.500000 Penalty: 3372.469482
	Iteration 29Q: 3 clusters Score -4162746 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4162788.000000 Penalty: 3372.469482
	Iteration 30Q: 3 clusters Score -4162788 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4162845.000000 Penalty: 3372.469482
	Iteration 31Q: 3 clusters Score -4162845 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4162889.000000 Penalty: 3372.469482
	Iteration 32Q: 3 clusters Score -4162889 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4162940.000000 Penalty: 3372.469482
	Iteration 33Q: 3 clusters Score -4162940 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4162982.000000 Penalty: 3372.469482
	Iteration 34Q: 3 clusters Score -4162982 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4163022.500000 Penalty: 3372.469482
	Iteration 35Q: 3 clusters Score -4163022 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4163065.750000 Penalty: 3372.469482
	Iteration 36Q: 3 clusters Score -4163066 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4163110.500000 Penalty: 3372.469482
	Iteration 37Q: 3 clusters Score -4163110 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4163159.750000 Penalty: 3372.469482
	Iteration 38Q: 3 clusters Score -4163160 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4163198.000000 Penalty: 3372.469482
	Iteration 39Q: 3 clusters Score -4163198 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4163247.750000 Penalty: 3372.469482
	Iteration 40F: 3 clusters Score -4163248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4163280.000000 Penalty: 3372.469482
	Iteration 41Q: 3 clusters Score -4163280 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4163336.250000 Penalty: 3372.469482
	Iteration 42Q: 3 clusters Score -4163336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4163377.250000 Penalty: 3372.469482
	Iteration 43Q: 3 clusters Score -4163377 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4163411.500000 Penalty: 3372.469482
	Iteration 44Q: 3 clusters Score -4163412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4163469.250000 Penalty: 3372.469482
	Iteration 45Q: 3 clusters Score -4163469 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4163492.750000 Penalty: 3372.469482
	Iteration 46Q: 3 clusters Score -4163493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4163513.000000 Penalty: 3372.469482
	Iteration 47Q: 3 clusters Score -4163513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4163550.500000 Penalty: 3372.469482
	Iteration 48Q: 3 clusters Score -4163550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4163573.500000 Penalty: 3372.469482
	Iteration 49Q: 3 clusters Score -4163574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4163602.250000 Penalty: 3372.469482
	Iteration 50Q: 3 clusters Score -4163602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4163634.250000 Penalty: 3372.469482
	Iteration 51Q: 3 clusters Score -4163634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4163669.750000 Penalty: 3372.469482
	Iteration 52Q: 3 clusters Score -4163670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4163696.250000 Penalty: 3372.469482
	Iteration 53Q: 3 clusters Score -4163696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4163720.000000 Penalty: 3372.469482
	Iteration 54Q: 3 clusters Score -4163720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4163733.500000 Penalty: 3372.469482
	Iteration 55Q: 3 clusters Score -4163734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4163744.500000 Penalty: 3372.469482
	Iteration 56Q: 3 clusters Score -4163744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4163761.000000 Penalty: 3372.469482
	Iteration 57Q: 3 clusters Score -4163761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4163778.250000 Penalty: 3372.469482
	Iteration 58Q: 3 clusters Score -4163778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4163785.750000 Penalty: 3372.469482
	Iteration 59Q: 3 clusters Score -4163786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4163794.500000 Penalty: 3372.469482
	Iteration 60F: 3 clusters Score -4163794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4163802.750000 Penalty: 3372.469482
	Iteration 61Q: 3 clusters Score -4163803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4163809.750000 Penalty: 3372.469482
	Iteration 62Q: 3 clusters Score -4163810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4163817.500000 Penalty: 3372.469482
	Iteration 63Q: 3 clusters Score -4163818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4163815.250000 Penalty: 3372.469482
	Iteration 64Q: 3 clusters Score -4163815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4163821.500000 Penalty: 3372.469482
	Iteration 65Q: 3 clusters Score -4163822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4163820.750000 Penalty: 3372.469482
	Iteration 66Q: 3 clusters Score -4163821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4163830.000000 Penalty: 3372.469482
	Iteration 67Q: 3 clusters Score -4163830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4163839.500000 Penalty: 3372.469482
	Iteration 68Q: 3 clusters Score -4163840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4163851.000000 Penalty: 3372.469482
	Iteration 69Q: 3 clusters Score -4163851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4163849.250000 Penalty: 3372.469482
	Iteration 70Q: 3 clusters Score -4163849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4163854.000000 Penalty: 3372.469482
	Iteration 71Q: 3 clusters Score -4163854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4163854.750000 Penalty: 3372.469482
	Iteration 72Q: 3 clusters Score -4163855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4163855.750000 Penalty: 3372.469482
	Iteration 73Q: 3 clusters Score -4163856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4163858.750000 Penalty: 3372.469482
	Iteration 74Q: 3 clusters Score -4163859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4163860.750000 Penalty: 3372.469482
	Iteration 75Q: 3 clusters Score -4163861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4163860.250000 Penalty: 3372.469482
	Iteration 76Q: 3 clusters Score -4163860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4163860.250000 Penalty: 3372.469482
	Iteration 77F: 3 clusters Score -4163860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -102766.093750 Penalty: 1101.552490
	Iteration 0F: 2 clusters Score -102766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101437.445312 Penalty: 2203.104980
	Iteration 0F: 3 clusters Score -101437.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101687.187500 Penalty: 2203.104980
	Iteration 1F: 3 clusters Score -101687.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101776.187500 Penalty: 2203.104980
	Iteration 2F: 3 clusters Score -101776.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101839.585938 Penalty: 2203.104980
	Iteration 3Q: 3 clusters Score -101839.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101884.109375 Penalty: 2203.104980
	Iteration 4Q: 3 clusters Score -101884.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101906.101562 Penalty: 2203.104980
	Iteration 5Q: 3 clusters Score -101906.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -101924.007812 Penalty: 2203.104980
	Iteration 6Q: 3 clusters Score -101924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101940.843750 Penalty: 2203.104980
	Iteration 7Q: 3 clusters Score -101940.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -101955.437500 Penalty: 2203.104980
	Iteration 8Q: 3 clusters Score -101955.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101959.640625 Penalty: 2203.104980
	Iteration 9Q: 3 clusters Score -101959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -101964.992188 Penalty: 2203.104980
	Iteration 10Q: 3 clusters Score -101965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -101967.164062 Penalty: 2203.104980
	Iteration 11Q: 3 clusters Score -101967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101972.531250 Penalty: 2203.104980
	Iteration 12Q: 3 clusters Score -101972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101978.593750 Penalty: 2203.104980
	Iteration 13Q: 3 clusters Score -101978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -101984.867188 Penalty: 2203.104980
	Iteration 14Q: 3 clusters Score -101984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -101990.406250 Penalty: 2203.104980
	Iteration 15Q: 3 clusters Score -101990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -101998.406250 Penalty: 2203.104980
	Iteration 16Q: 3 clusters Score -101998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -102005.757812 Penalty: 2203.104980
	Iteration 17Q: 3 clusters Score -102005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -102006.820312 Penalty: 2203.104980
	Iteration 18Q: 3 clusters Score -102006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -102010.382812 Penalty: 2203.104980
	Iteration 19Q: 3 clusters Score -102010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -102010.953125 Penalty: 2203.104980
	Iteration 20F: 3 clusters Score -102011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Entering Unmasked Estep 
Score: -9157818.000000 Penalty: 1816.101807
	Iteration 0F: 2 clusters Score -9157818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -9110330.000000 Penalty: 3632.203613
	Iteration 0F: 3 clusters Score -9110330 nChanged 34023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -9129813.000000 Penalty: 3632.203613
	Iteration 1F: 3 clusters Score -9129813 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -9130509.000000 Penalty: 3632.203613
	Iteration 2Q: 3 clusters Score -9130509 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -9131277.000000 Penalty: 3632.203613
	Iteration 3Q: 3 clusters Score -9131277 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -9132271.000000 Penalty: 3632.203613
	Iteration 4Q: 3 clusters Score -9132271 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -9133586.000000 Penalty: 3632.203613
	Iteration 5Q: 3 clusters Score -9133586 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -9135274.000000 Penalty: 3632.203613
	Iteration 6Q: 3 clusters Score -9135274 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -9137504.000000 Penalty: 3632.203613
	Iteration 7F: 3 clusters Score -9137504 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -9140346.000000 Penalty: 3632.203613
	Iteration 8F: 3 clusters Score -9140346 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -9143333.000000 Penalty: 3632.203613
	Iteration 9F: 3 clusters Score -9143333 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -9146464.000000 Penalty: 3632.203613
	Iteration 10F: 3 clusters Score -9146464 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -9149193.000000 Penalty: 3632.203613
	Iteration 11Q: 3 clusters Score -9149193 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -9151325.000000 Penalty: 3632.203613
	Iteration 12Q: 3 clusters Score -9151325 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -9152951.000000 Penalty: 3632.203613
	Iteration 13Q: 3 clusters Score -9152951 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -9154123.000000 Penalty: 3632.203613
	Iteration 14Q: 3 clusters Score -9154123 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -9154906.000000 Penalty: 3632.203613
	Iteration 15Q: 3 clusters Score -9154906 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -9155381.000000 Penalty: 3632.203613
	Iteration 16Q: 3 clusters Score -9155381 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -9155704.000000 Penalty: 3632.203613
	Iteration 17Q: 3 clusters Score -9155704 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -9155867.000000 Penalty: 3632.203613
	Iteration 18Q: 3 clusters Score -9155867 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -9155956.000000 Penalty: 3632.203613
	Iteration 19Q: 3 clusters Score -9155956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -9156045.000000 Penalty: 3632.203613
	Iteration 20F: 3 clusters Score -9156045 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -9156097.000000 Penalty: 3632.203613
	Iteration 21Q: 3 clusters Score -9156097 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -9156155.000000 Penalty: 3632.203613
	Iteration 22Q: 3 clusters Score -9156155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 71044 members 
Entering Unmasked Estep 
Score: -9156185.000000 Penalty: 3632.203613
	Iteration 23Q: 3 clusters Score -9156185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -9156210.000000 Penalty: 3632.203613
	Iteration 24Q: 3 clusters Score -9156210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -9156221.000000 Penalty: 3632.203613
	Iteration 25Q: 3 clusters Score -9156221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -9156240.000000 Penalty: 3632.203613
	Iteration 26Q: 3 clusters Score -9156240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
Score: -9156242.000000 Penalty: 3632.203613
	Iteration 27Q: 3 clusters Score -9156242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -9156248.000000 Penalty: 3632.203613
	Iteration 28Q: 3 clusters Score -9156248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 71103 members 
Entering Unmasked Estep 
Score: -9156255.000000 Penalty: 3632.203613
	Iteration 29Q: 3 clusters Score -9156255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -9156253.000000 Penalty: 3632.203613
	Iteration 30Q: 3 clusters Score -9156253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -9156263.000000 Penalty: 3632.203613
	Iteration 31Q: 3 clusters Score -9156263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -9156266.000000 Penalty: 3632.203613
	Iteration 32Q: 3 clusters Score -9156266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
Score: -9156269.000000 Penalty: 3632.203613
	Iteration 33Q: 3 clusters Score -9156269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -9156275.000000 Penalty: 3632.203613
	Iteration 34Q: 3 clusters Score -9156275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -9156275.000000 Penalty: 3632.203613
	Iteration 35F: 3 clusters Score -9156275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42684.496094 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -42684.5 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 220 members 
Entering Unmasked Estep 
Score: -41792.906250 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -41792.91 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42054.515625 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -42054.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42175.023438 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -42175.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42307.250000 Penalty: 1952.864380
	Iteration 3F: 3 clusters Score -42307.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42463.902344 Penalty: 1952.864380
	Iteration 4F: 3 clusters Score -42463.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42660.906250 Penalty: 1952.864380
	Iteration 5F: 3 clusters Score -42660.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42845.035156 Penalty: 1952.864380
	Iteration 6F: 3 clusters Score -42845.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43025.152344 Penalty: 1952.864380
	Iteration 7F: 3 clusters Score -43025.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43130.730469 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -43130.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43220.437500 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -43220.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43238.664062 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -43238.66 nChanged 1
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: -43244.367188 Penalty: 1952.864380
	Iteration 11Q: 3 clusters Score -43244.37 nChanged 0
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: -43244.367188 Penalty: 1952.864380
	Iteration 12F: 3 clusters Score -43244.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91503 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32107 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71397 members 
Mstep: Class 9 contains 172 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 77149 members 
Mstep: Class 15 contains 75115 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 49839 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38181 members 
Entering Unmasked Estep 
Score: -69533000.000000 Penalty: 42966.859375
Splitting cluster 9 changes total score from -69533584.000000 to -69533000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -14112.992188 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -14112.99 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: -13448.683594 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -13448.68 nChanged 68
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: -13810.916016 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -13810.92 nChanged 22
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: -14091.599609 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -14091.6 nChanged 12
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: -14265.709961 Penalty: 1770.189575
	Iteration 3F: 3 clusters Score -14265.71 nChanged 10
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: -14313.735352 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -14313.74 nChanged 2
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: -14327.259766 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -14327.26 nChanged 2
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: -14347.434570 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -14347.43 nChanged 3
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: -14356.303711 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -14356.3 nChanged 2
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: -14360.624023 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -14360.62 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: -14360.624023 Penalty: 1770.189575
	Iteration 9F: 3 clusters Score -14360.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91503 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32107 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71397 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 123 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 77149 members 
Mstep: Class 15 contains 75115 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 109 members 
Mstep: Class 18 contains 49839 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38181 members 
Entering Unmasked Estep 
Score: -69532584.000000 Penalty: 42966.859375
Splitting cluster 10 changes total score from -69533584.000000 to -69532584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -134262.500000 Penalty: 1138.735107
	Iteration 0F: 2 clusters Score -134262.5 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 576 members 
Entering Unmasked Estep 
Score: -132748.640625 Penalty: 2277.470215
	Iteration 0F: 3 clusters Score -132748.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132999.593750 Penalty: 2277.470215
	Iteration 1F: 3 clusters Score -132999.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133083.828125 Penalty: 2277.470215
	Iteration 2F: 3 clusters Score -133083.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133139.312500 Penalty: 2277.470215
	Iteration 3Q: 3 clusters Score -133139.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -133188.125000 Penalty: 2277.470215
	Iteration 4Q: 3 clusters Score -133188.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133222.734375 Penalty: 2277.470215
	Iteration 5Q: 3 clusters Score -133222.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -133266.109375 Penalty: 2277.470215
	Iteration 6Q: 3 clusters Score -133266.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133291.093750 Penalty: 2277.470215
	Iteration 7Q: 3 clusters Score -133291.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133306.328125 Penalty: 2277.470215
	Iteration 8Q: 3 clusters Score -133306.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133324.343750 Penalty: 2277.470215
	Iteration 9Q: 3 clusters Score -133324.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133342.296875 Penalty: 2277.470215
	Iteration 10Q: 3 clusters Score -133342.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133354.015625 Penalty: 2277.470215
	Iteration 11Q: 3 clusters Score -133354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133368.156250 Penalty: 2277.470215
	Iteration 12Q: 3 clusters Score -133368.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -133379.968750 Penalty: 2277.470215
	Iteration 13Q: 3 clusters Score -133380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133385.375000 Penalty: 2277.470215
	Iteration 14Q: 3 clusters Score -133385.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -133391.906250 Penalty: 2277.470215
	Iteration 15Q: 3 clusters Score -133391.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133397.515625 Penalty: 2277.470215
	Iteration 16Q: 3 clusters Score -133397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133400.546875 Penalty: 2277.470215
	Iteration 17Q: 3 clusters Score -133400.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -133405.312500 Penalty: 2277.470215
	Iteration 18Q: 3 clusters Score -133405.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -133410.140625 Penalty: 2277.470215
	Iteration 19Q: 3 clusters Score -133410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133417.265625 Penalty: 2277.470215
	Iteration 20F: 3 clusters Score -133417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -133420.859375 Penalty: 2277.470215
	Iteration 21Q: 3 clusters Score -133420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -133426.218750 Penalty: 2277.470215
	Iteration 22Q: 3 clusters Score -133426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133429.734375 Penalty: 2277.470215
	Iteration 23Q: 3 clusters Score -133429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -133433.218750 Penalty: 2277.470215
	Iteration 24Q: 3 clusters Score -133433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133434.718750 Penalty: 2277.470215
	Iteration 25Q: 3 clusters Score -133434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133434.718750 Penalty: 2277.470215
	Iteration 26F: 3 clusters Score -133434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -21072.921875 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -21072.92 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 105 members 
Entering Unmasked Estep 
Score: -20334.998047 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -20335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20473.986328 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -20473.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20591.962891 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -20591.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20648.371094 Penalty: 1740.890625
	Iteration 3F: 3 clusters Score -20648.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20666.871094 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -20666.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20682.740234 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -20682.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20682.740234 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -20682.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Entering Unmasked Estep 
Score: -843969.437500 Penalty: 1438.418579
	Iteration 0F: 2 clusters Score -843969.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -838767.250000 Penalty: 2876.837158
	Iteration 0F: 3 clusters Score -838767.2 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -840371.437500 Penalty: 2876.837158
	Iteration 1F: 3 clusters Score -840371.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -840537.250000 Penalty: 2876.837158
	Iteration 2F: 3 clusters Score -840537.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -840644.812500 Penalty: 2876.837158
	Iteration 3Q: 3 clusters Score -840644.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -840732.250000 Penalty: 2876.837158
	Iteration 4Q: 3 clusters Score -840732.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -840812.000000 Penalty: 2876.837158
	Iteration 5Q: 3 clusters Score -840812 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -840897.687500 Penalty: 2876.837158
	Iteration 6Q: 3 clusters Score -840897.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -840978.062500 Penalty: 2876.837158
	Iteration 7Q: 3 clusters Score -840978.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -841066.562500 Penalty: 2876.837158
	Iteration 8Q: 3 clusters Score -841066.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -841173.937500 Penalty: 2876.837158
	Iteration 9Q: 3 clusters Score -841173.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -841310.312500 Penalty: 2876.837158
	Iteration 10Q: 3 clusters Score -841310.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -841458.250000 Penalty: 2876.837158
	Iteration 11Q: 3 clusters Score -841458.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -841598.062500 Penalty: 2876.837158
	Iteration 12Q: 3 clusters Score -841598.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -841743.875000 Penalty: 2876.837158
	Iteration 13Q: 3 clusters Score -841743.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -841881.687500 Penalty: 2876.837158
	Iteration 14Q: 3 clusters Score -841881.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -842004.000000 Penalty: 2876.837158
	Iteration 15Q: 3 clusters Score -842004 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -842122.937500 Penalty: 2876.837158
	Iteration 16Q: 3 clusters Score -842122.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -842214.625000 Penalty: 2876.837158
	Iteration 17Q: 3 clusters Score -842214.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -842271.250000 Penalty: 2876.837158
	Iteration 18Q: 3 clusters Score -842271.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -842327.750000 Penalty: 2876.837158
	Iteration 19Q: 3 clusters Score -842327.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -842372.875000 Penalty: 2876.837158
	Iteration 20F: 3 clusters Score -842372.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -842405.000000 Penalty: 2876.837158
	Iteration 21Q: 3 clusters Score -842405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -842441.250000 Penalty: 2876.837158
	Iteration 22Q: 3 clusters Score -842441.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -842473.250000 Penalty: 2876.837158
	Iteration 23Q: 3 clusters Score -842473.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -842493.312500 Penalty: 2876.837158
	Iteration 24Q: 3 clusters Score -842493.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -842509.625000 Penalty: 2876.837158
	Iteration 25Q: 3 clusters Score -842509.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -842526.437500 Penalty: 2876.837158
	Iteration 26Q: 3 clusters Score -842526.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -842542.812500 Penalty: 2876.837158
	Iteration 27Q: 3 clusters Score -842542.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -842555.937500 Penalty: 2876.837158
	Iteration 28Q: 3 clusters Score -842555.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -842566.250000 Penalty: 2876.837158
	Iteration 29Q: 3 clusters Score -842566.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -842573.687500 Penalty: 2876.837158
	Iteration 30Q: 3 clusters Score -842573.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -842584.312500 Penalty: 2876.837158
	Iteration 31Q: 3 clusters Score -842584.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -842586.562500 Penalty: 2876.837158
	Iteration 32Q: 3 clusters Score -842586.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -842588.250000 Penalty: 2876.837158
	Iteration 33Q: 3 clusters Score -842588.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -842588.437500 Penalty: 2876.837158
	Iteration 34Q: 3 clusters Score -842588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -842591.437500 Penalty: 2876.837158
	Iteration 35Q: 3 clusters Score -842591.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -842594.187500 Penalty: 2876.837158
	Iteration 36Q: 3 clusters Score -842594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -842595.312500 Penalty: 2876.837158
	Iteration 37Q: 3 clusters Score -842595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -842596.375000 Penalty: 2876.837158
	Iteration 38Q: 3 clusters Score -842596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -842595.937500 Penalty: 2876.837158
	Iteration 39Q: 3 clusters Score -842595.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -842597.812500 Penalty: 2876.837158
	Iteration 40F: 3 clusters Score -842597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -842599.312500 Penalty: 2876.837158
	Iteration 41Q: 3 clusters Score -842599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -842602.250000 Penalty: 2876.837158
	Iteration 42Q: 3 clusters Score -842602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -842600.750000 Penalty: 2876.837158
	Iteration 43Q: 3 clusters Score -842600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -842600.187500 Penalty: 2876.837158
	Iteration 44Q: 3 clusters Score -842600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -842601.312500 Penalty: 2876.837158
	Iteration 45Q: 3 clusters Score -842601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -842600.375000 Penalty: 2876.837158
	Iteration 46Q: 3 clusters Score -842600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -842600.250000 Penalty: 2876.837158
	Iteration 47Q: 3 clusters Score -842600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -842604.000000 Penalty: 2876.837158
	Iteration 48Q: 3 clusters Score -842604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -842605.000000 Penalty: 2876.837158
	Iteration 49Q: 3 clusters Score -842605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -842606.000000 Penalty: 2876.837158
	Iteration 50Q: 3 clusters Score -842606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -842607.250000 Penalty: 2876.837158
	Iteration 51Q: 3 clusters Score -842607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -842608.375000 Penalty: 2876.837158
	Iteration 52Q: 3 clusters Score -842608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -842610.312500 Penalty: 2876.837158
	Iteration 53Q: 3 clusters Score -842610.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -842614.000000 Penalty: 2876.837158
	Iteration 54Q: 3 clusters Score -842614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -842614.250000 Penalty: 2876.837158
	Iteration 55Q: 3 clusters Score -842614.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -842615.437500 Penalty: 2876.837158
	Iteration 56Q: 3 clusters Score -842615.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -842617.750000 Penalty: 2876.837158
	Iteration 57Q: 3 clusters Score -842617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -842619.437500 Penalty: 2876.837158
	Iteration 58Q: 3 clusters Score -842619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -842619.562500 Penalty: 2876.837158
	Iteration 59Q: 3 clusters Score -842619.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -842619.812500 Penalty: 2876.837158
	Iteration 60F: 3 clusters Score -842619.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Entering Unmasked Estep 
Score: -9944638.000000 Penalty: 1828.692871
	Iteration 0F: 2 clusters Score -9944638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -9894001.000000 Penalty: 3657.385742
	Iteration 0F: 3 clusters Score -9894001 nChanged 36628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -9915497.000000 Penalty: 3657.385742
	Iteration 1F: 3 clusters Score -9915497 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -9916472.000000 Penalty: 3657.385742
	Iteration 2Q: 3 clusters Score -9916472 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -9918040.000000 Penalty: 3657.385742
	Iteration 3Q: 3 clusters Score -9918040 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -9920849.000000 Penalty: 3657.385742
	Iteration 4F: 3 clusters Score -9920849 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -9925307.000000 Penalty: 3657.385742
	Iteration 5F: 3 clusters Score -9925307 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -9931477.000000 Penalty: 3657.385742
	Iteration 6F: 3 clusters Score -9931477 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -9937677.000000 Penalty: 3657.385742
	Iteration 7F: 3 clusters Score -9937677 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -9941228.000000 Penalty: 3657.385742
	Iteration 8Q: 3 clusters Score -9941228 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -9942494.000000 Penalty: 3657.385742
	Iteration 9Q: 3 clusters Score -9942494 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -9942884.000000 Penalty: 3657.385742
	Iteration 10Q: 3 clusters Score -9942884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -9942972.000000 Penalty: 3657.385742
	Iteration 11Q: 3 clusters Score -9942972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -9943005.000000 Penalty: 3657.385742
	Iteration 12Q: 3 clusters Score -9943005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -9943026.000000 Penalty: 3657.385742
	Iteration 13Q: 3 clusters Score -9943026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -9943043.000000 Penalty: 3657.385742
	Iteration 14Q: 3 clusters Score -9943043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -9943048.000000 Penalty: 3657.385742
	Iteration 15Q: 3 clusters Score -9943048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -9943067.000000 Penalty: 3657.385742
	Iteration 16Q: 3 clusters Score -9943067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -9943063.000000 Penalty: 3657.385742
	Iteration 17Q: 3 clusters Score -9943063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -9943070.000000 Penalty: 3657.385742
	Iteration 18Q: 3 clusters Score -9943070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -9943068.000000 Penalty: 3657.385742
	Iteration 19Q: 3 clusters Score -9943068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -9943068.000000 Penalty: 3657.385742
	Iteration 20F: 3 clusters Score -9943068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75115 members 
Entering Unmasked Estep 
Score: -9689161.000000 Penalty: 1824.350952
	Iteration 0F: 2 clusters Score -9689161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -9639779.000000 Penalty: 3648.701904
	Iteration 0F: 3 clusters Score -9639779 nChanged 35568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -9660240.000000 Penalty: 3648.701904
	Iteration 1F: 3 clusters Score -9660240 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -9660954.000000 Penalty: 3648.701904
	Iteration 2Q: 3 clusters Score -9660954 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -9662030.000000 Penalty: 3648.701904
	Iteration 3Q: 3 clusters Score -9662030 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -9663554.000000 Penalty: 3648.701904
	Iteration 4Q: 3 clusters Score -9663554 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -9666081.000000 Penalty: 3648.701904
	Iteration 5F: 3 clusters Score -9666081 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -9669984.000000 Penalty: 3648.701904
	Iteration 6F: 3 clusters Score -9669984 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -9674779.000000 Penalty: 3648.701904
	Iteration 7F: 3 clusters Score -9674779 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -9679705.000000 Penalty: 3648.701904
	Iteration 8F: 3 clusters Score -9679705 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -9683328.000000 Penalty: 3648.701904
	Iteration 9F: 3 clusters Score -9683328 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -9685439.000000 Penalty: 3648.701904
	Iteration 10Q: 3 clusters Score -9685439 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9686518.000000 Penalty: 3648.701904
	Iteration 11Q: 3 clusters Score -9686518 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9687030.000000 Penalty: 3648.701904
	Iteration 12Q: 3 clusters Score -9687030 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9687260.000000 Penalty: 3648.701904
	Iteration 13Q: 3 clusters Score -9687260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9687364.000000 Penalty: 3648.701904
	Iteration 14Q: 3 clusters Score -9687364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9687423.000000 Penalty: 3648.701904
	Iteration 15Q: 3 clusters Score -9687423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9687481.000000 Penalty: 3648.701904
	Iteration 16Q: 3 clusters Score -9687481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9687502.000000 Penalty: 3648.701904
	Iteration 17Q: 3 clusters Score -9687502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9687509.000000 Penalty: 3648.701904
	Iteration 18Q: 3 clusters Score -9687509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74845 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9687520.000000 Penalty: 3648.701904
	Iteration 19Q: 3 clusters Score -9687520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9687529.000000 Penalty: 3648.701904
	Iteration 20F: 3 clusters Score -9687529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9687538.000000 Penalty: 3648.701904
	Iteration 21Q: 3 clusters Score -9687538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9687543.000000 Penalty: 3648.701904
	Iteration 22Q: 3 clusters Score -9687543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9687559.000000 Penalty: 3648.701904
	Iteration 23Q: 3 clusters Score -9687559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9687573.000000 Penalty: 3648.701904
	Iteration 24Q: 3 clusters Score -9687573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9687568.000000 Penalty: 3648.701904
	Iteration 25Q: 3 clusters Score -9687568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9687572.000000 Penalty: 3648.701904
	Iteration 26Q: 3 clusters Score -9687572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9687572.000000 Penalty: 3648.701904
	Iteration 27F: 3 clusters Score -9687572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -11202.122070 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -11202.12 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 117 members 
Entering Unmasked Estep 
Score: -10572.350586 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -10572.35 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10847.117188 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -10847.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10953.325195 Penalty: 1787.908936
	Iteration 2Q: 3 clusters Score -10953.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11072.210938 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -11072.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11083.259766 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -11083.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11105.575195 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -11105.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11106.669922 Penalty: 1787.908936
	Iteration 6F: 3 clusters Score -11106.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11135.543945 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -11135.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11142.911133 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -11142.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11144.529297 Penalty: 1787.908936
	Iteration 9Q: 3 clusters Score -11144.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11151.467773 Penalty: 1787.908936
	Iteration 10Q: 3 clusters Score -11151.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11155.587891 Penalty: 1787.908936
	Iteration 11Q: 3 clusters Score -11155.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11155.587891 Penalty: 1787.908936
	Iteration 12F: 3 clusters Score -11155.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Entering Unmasked Estep 
Score: -6411767.500000 Penalty: 1757.689941
	Iteration 0F: 2 clusters Score -6411768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -6378410.000000 Penalty: 3515.379883
	Iteration 0F: 3 clusters Score -6378410 nChanged 23416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -6392052.500000 Penalty: 3515.379883
	Iteration 1F: 3 clusters Score -6392052 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -6392823.000000 Penalty: 3515.379883
	Iteration 2Q: 3 clusters Score -6392823 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -6393977.000000 Penalty: 3515.379883
	Iteration 3F: 3 clusters Score -6393977 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -6395902.000000 Penalty: 3515.379883
	Iteration 4F: 3 clusters Score -6395902 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -6398948.000000 Penalty: 3515.379883
	Iteration 5F: 3 clusters Score -6398948 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -6402796.500000 Penalty: 3515.379883
	Iteration 6F: 3 clusters Score -6402796 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -6406386.500000 Penalty: 3515.379883
	Iteration 7F: 3 clusters Score -6406386 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6408617.500000 Penalty: 3515.379883
	Iteration 8Q: 3 clusters Score -6408618 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6409615.000000 Penalty: 3515.379883
	Iteration 9Q: 3 clusters Score -6409615 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6410033.000000 Penalty: 3515.379883
	Iteration 10Q: 3 clusters Score -6410033 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6410221.000000 Penalty: 3515.379883
	Iteration 11Q: 3 clusters Score -6410221 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6410321.500000 Penalty: 3515.379883
	Iteration 12Q: 3 clusters Score -6410322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6410367.500000 Penalty: 3515.379883
	Iteration 13Q: 3 clusters Score -6410368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6410403.000000 Penalty: 3515.379883
	Iteration 14Q: 3 clusters Score -6410403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6410411.000000 Penalty: 3515.379883
	Iteration 15Q: 3 clusters Score -6410411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6410434.000000 Penalty: 3515.379883
	Iteration 16Q: 3 clusters Score -6410434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6410446.000000 Penalty: 3515.379883
	Iteration 17Q: 3 clusters Score -6410446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6410449.000000 Penalty: 3515.379883
	Iteration 18Q: 3 clusters Score -6410449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6410461.000000 Penalty: 3515.379883
	Iteration 19Q: 3 clusters Score -6410461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6410467.500000 Penalty: 3515.379883
	Iteration 20F: 3 clusters Score -6410468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6410469.000000 Penalty: 3515.379883
	Iteration 21Q: 3 clusters Score -6410469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6410466.000000 Penalty: 3515.379883
	Iteration 22Q: 3 clusters Score -6410466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6410466.500000 Penalty: 3515.379883
	Iteration 23Q: 3 clusters Score -6410466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6410461.500000 Penalty: 3515.379883
	Iteration 24Q: 3 clusters Score -6410462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6410464.000000 Penalty: 3515.379883
	Iteration 25Q: 3 clusters Score -6410464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6410463.000000 Penalty: 3515.379883
	Iteration 26Q: 3 clusters Score -6410463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6410463.000000 Penalty: 3515.379883
	Iteration 27F: 3 clusters Score -6410463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -304170.031250 Penalty: 1265.853638
	Iteration 0F: 2 clusters Score -304170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -301801.187500 Penalty: 2531.707275
	Iteration 0F: 3 clusters Score -301801.2 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -302298.000000 Penalty: 2531.707275
	Iteration 1F: 3 clusters Score -302298 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -302420.437500 Penalty: 2531.707275
	Iteration 2F: 3 clusters Score -302420.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -302482.125000 Penalty: 2531.707275
	Iteration 3Q: 3 clusters Score -302482.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -302523.093750 Penalty: 2531.707275
	Iteration 4Q: 3 clusters Score -302523.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -302558.718750 Penalty: 2531.707275
	Iteration 5Q: 3 clusters Score -302558.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -302579.937500 Penalty: 2531.707275
	Iteration 6Q: 3 clusters Score -302579.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -302599.875000 Penalty: 2531.707275
	Iteration 7Q: 3 clusters Score -302599.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -302617.968750 Penalty: 2531.707275
	Iteration 8Q: 3 clusters Score -302618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -302631.500000 Penalty: 2531.707275
	Iteration 9Q: 3 clusters Score -302631.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -302644.562500 Penalty: 2531.707275
	Iteration 10Q: 3 clusters Score -302644.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -302656.750000 Penalty: 2531.707275
	Iteration 11Q: 3 clusters Score -302656.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -302673.250000 Penalty: 2531.707275
	Iteration 12Q: 3 clusters Score -302673.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -302692.156250 Penalty: 2531.707275
	Iteration 13Q: 3 clusters Score -302692.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -302713.531250 Penalty: 2531.707275
	Iteration 14Q: 3 clusters Score -302713.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -302751.687500 Penalty: 2531.707275
	Iteration 15Q: 3 clusters Score -302751.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -302779.750000 Penalty: 2531.707275
	Iteration 16Q: 3 clusters Score -302779.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -302800.343750 Penalty: 2531.707275
	Iteration 17Q: 3 clusters Score -302800.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -302815.406250 Penalty: 2531.707275
	Iteration 18Q: 3 clusters Score -302815.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -302825.375000 Penalty: 2531.707275
	Iteration 19Q: 3 clusters Score -302825.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -302832.625000 Penalty: 2531.707275
	Iteration 20F: 3 clusters Score -302832.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -302844.468750 Penalty: 2531.707275
	Iteration 21Q: 3 clusters Score -302844.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -302860.312500 Penalty: 2531.707275
	Iteration 22Q: 3 clusters Score -302860.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -302876.781250 Penalty: 2531.707275
	Iteration 23Q: 3 clusters Score -302876.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -302892.125000 Penalty: 2531.707275
	Iteration 24Q: 3 clusters Score -302892.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -302900.875000 Penalty: 2531.707275
	Iteration 25Q: 3 clusters Score -302900.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -302911.156250 Penalty: 2531.707275
	Iteration 26Q: 3 clusters Score -302911.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -302922.406250 Penalty: 2531.707275
	Iteration 27Q: 3 clusters Score -302922.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -302934.000000 Penalty: 2531.707275
	Iteration 28Q: 3 clusters Score -302934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -302942.281250 Penalty: 2531.707275
	Iteration 29Q: 3 clusters Score -302942.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -302949.562500 Penalty: 2531.707275
	Iteration 30Q: 3 clusters Score -302949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -302956.250000 Penalty: 2531.707275
	Iteration 31Q: 3 clusters Score -302956.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -302963.562500 Penalty: 2531.707275
	Iteration 32Q: 3 clusters Score -302963.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -302975.062500 Penalty: 2531.707275
	Iteration 33Q: 3 clusters Score -302975.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -302979.218750 Penalty: 2531.707275
	Iteration 34Q: 3 clusters Score -302979.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -302982.812500 Penalty: 2531.707275
	Iteration 35Q: 3 clusters Score -302982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -302986.500000 Penalty: 2531.707275
	Iteration 36Q: 3 clusters Score -302986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -302986.687500 Penalty: 2531.707275
	Iteration 37Q: 3 clusters Score -302986.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -302987.687500 Penalty: 2531.707275
	Iteration 38Q: 3 clusters Score -302987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -302988.156250 Penalty: 2531.707275
	Iteration 39Q: 3 clusters Score -302988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -302989.125000 Penalty: 2531.707275
	Iteration 40F: 3 clusters Score -302989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -302990.031250 Penalty: 2531.707275
	Iteration 41Q: 3 clusters Score -302990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -302990.031250 Penalty: 2531.707275
	Iteration 42F: 3 clusters Score -302990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Entering Unmasked Estep 
Score: -4913229.000000 Penalty: 1714.390259
	Iteration 0F: 2 clusters Score -4913229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4887488.000000 Penalty: 3428.780518
	Iteration 0F: 3 clusters Score -4887488 nChanged 17875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4897679.000000 Penalty: 3428.780518
	Iteration 1F: 3 clusters Score -4897679 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4898141.500000 Penalty: 3428.780518
	Iteration 2Q: 3 clusters Score -4898142 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4898577.500000 Penalty: 3428.780518
	Iteration 3Q: 3 clusters Score -4898578 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4899100.000000 Penalty: 3428.780518
	Iteration 4Q: 3 clusters Score -4899100 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4899690.000000 Penalty: 3428.780518
	Iteration 5Q: 3 clusters Score -4899690 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4900558.500000 Penalty: 3428.780518
	Iteration 6Q: 3 clusters Score -4900558 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4901797.000000 Penalty: 3428.780518
	Iteration 7F: 3 clusters Score -4901797 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4903209.000000 Penalty: 3428.780518
	Iteration 8F: 3 clusters Score -4903209 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -4904797.500000 Penalty: 3428.780518
	Iteration 9F: 3 clusters Score -4904798 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -4906151.000000 Penalty: 3428.780518
	Iteration 10F: 3 clusters Score -4906151 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -4907107.500000 Penalty: 3428.780518
	Iteration 11Q: 3 clusters Score -4907108 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4907729.500000 Penalty: 3428.780518
	Iteration 12Q: 3 clusters Score -4907730 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4908135.000000 Penalty: 3428.780518
	Iteration 13Q: 3 clusters Score -4908135 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4908467.500000 Penalty: 3428.780518
	Iteration 14Q: 3 clusters Score -4908468 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -4908763.000000 Penalty: 3428.780518
	Iteration 15Q: 3 clusters Score -4908763 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -4909060.500000 Penalty: 3428.780518
	Iteration 16Q: 3 clusters Score -4909060 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -4909353.000000 Penalty: 3428.780518
	Iteration 17Q: 3 clusters Score -4909353 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -4909630.500000 Penalty: 3428.780518
	Iteration 18Q: 3 clusters Score -4909630 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4909864.000000 Penalty: 3428.780518
	Iteration 19Q: 3 clusters Score -4909864 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4910105.000000 Penalty: 3428.780518
	Iteration 20F: 3 clusters Score -4910105 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4910344.000000 Penalty: 3428.780518
	Iteration 21Q: 3 clusters Score -4910344 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4910560.500000 Penalty: 3428.780518
	Iteration 22Q: 3 clusters Score -4910560 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4910770.500000 Penalty: 3428.780518
	Iteration 23Q: 3 clusters Score -4910770 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4910933.000000 Penalty: 3428.780518
	Iteration 24Q: 3 clusters Score -4910933 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4911083.000000 Penalty: 3428.780518
	Iteration 25Q: 3 clusters Score -4911083 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4911230.000000 Penalty: 3428.780518
	Iteration 26Q: 3 clusters Score -4911230 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4911366.500000 Penalty: 3428.780518
	Iteration 27Q: 3 clusters Score -4911366 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4911458.000000 Penalty: 3428.780518
	Iteration 28Q: 3 clusters Score -4911458 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4911555.500000 Penalty: 3428.780518
	Iteration 29Q: 3 clusters Score -4911556 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4911624.000000 Penalty: 3428.780518
	Iteration 30Q: 3 clusters Score -4911624 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4911687.000000 Penalty: 3428.780518
	Iteration 31Q: 3 clusters Score -4911687 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4911719.000000 Penalty: 3428.780518
	Iteration 32Q: 3 clusters Score -4911719 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4911739.500000 Penalty: 3428.780518
	Iteration 33Q: 3 clusters Score -4911740 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4911778.500000 Penalty: 3428.780518
	Iteration 34Q: 3 clusters Score -4911778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4911813.000000 Penalty: 3428.780518
	Iteration 35Q: 3 clusters Score -4911813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4911826.500000 Penalty: 3428.780518
	Iteration 36Q: 3 clusters Score -4911826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4911836.000000 Penalty: 3428.780518
	Iteration 37Q: 3 clusters Score -4911836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4911868.500000 Penalty: 3428.780518
	Iteration 38Q: 3 clusters Score -4911868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4911881.500000 Penalty: 3428.780518
	Iteration 39Q: 3 clusters Score -4911882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4911895.000000 Penalty: 3428.780518
	Iteration 40F: 3 clusters Score -4911895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4911920.500000 Penalty: 3428.780518
	Iteration 41Q: 3 clusters Score -4911920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4911947.500000 Penalty: 3428.780518
	Iteration 42Q: 3 clusters Score -4911948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4911974.000000 Penalty: 3428.780518
	Iteration 43Q: 3 clusters Score -4911974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4911996.000000 Penalty: 3428.780518
	Iteration 44Q: 3 clusters Score -4911996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4912024.500000 Penalty: 3428.780518
	Iteration 45Q: 3 clusters Score -4912024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4912032.000000 Penalty: 3428.780518
	Iteration 46Q: 3 clusters Score -4912032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4912058.000000 Penalty: 3428.780518
	Iteration 47Q: 3 clusters Score -4912058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4912083.500000 Penalty: 3428.780518
	Iteration 48Q: 3 clusters Score -4912084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4912107.000000 Penalty: 3428.780518
	Iteration 49Q: 3 clusters Score -4912107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4912115.500000 Penalty: 3428.780518
	Iteration 50Q: 3 clusters Score -4912116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4912128.500000 Penalty: 3428.780518
	Iteration 51Q: 3 clusters Score -4912128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4912135.000000 Penalty: 3428.780518
	Iteration 52Q: 3 clusters Score -4912135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4912138.000000 Penalty: 3428.780518
	Iteration 53Q: 3 clusters Score -4912138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4912153.000000 Penalty: 3428.780518
	Iteration 54Q: 3 clusters Score -4912153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4912159.500000 Penalty: 3428.780518
	Iteration 55Q: 3 clusters Score -4912160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4912157.000000 Penalty: 3428.780518
	Iteration 56Q: 3 clusters Score -4912157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4912162.500000 Penalty: 3428.780518
	Iteration 57Q: 3 clusters Score -4912162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4912160.500000 Penalty: 3428.780518
	Iteration 58Q: 3 clusters Score -4912160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4912159.500000 Penalty: 3428.780518
	Iteration 59Q: 3 clusters Score -4912160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4912161.000000 Penalty: 3428.780518
	Iteration 60F: 3 clusters Score -4912161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4912163.500000 Penalty: 3428.780518
	Iteration 61Q: 3 clusters Score -4912164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4912161.000000 Penalty: 3428.780518
	Iteration 62Q: 3 clusters Score -4912161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4912161.500000 Penalty: 3428.780518
	Iteration 63Q: 3 clusters Score -4912162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4912164.000000 Penalty: 3428.780518
	Iteration 64Q: 3 clusters Score -4912164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4912165.000000 Penalty: 3428.780518
	Iteration 65Q: 3 clusters Score -4912165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4912169.000000 Penalty: 3428.780518
	Iteration 66Q: 3 clusters Score -4912169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4912169.000000 Penalty: 3428.780518
	Iteration 67Q: 3 clusters Score -4912169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4912171.000000 Penalty: 3428.780518
	Iteration 68Q: 3 clusters Score -4912171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4912168.000000 Penalty: 3428.780518
	Iteration 69Q: 3 clusters Score -4912168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4912166.500000 Penalty: 3428.780518
	Iteration 70Q: 3 clusters Score -4912166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4912170.500000 Penalty: 3428.780518
	Iteration 71Q: 3 clusters Score -4912170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4912171.500000 Penalty: 3428.780518
	Iteration 72Q: 3 clusters Score -4912172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4912171.500000 Penalty: 3428.780518
	Iteration 73F: 3 clusters Score -4912172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91503 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32107 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71397 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 77149 members 
Mstep: Class 15 contains 75115 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49839 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533608.000000 Penalty: 40818.515625
Iteration 399Q: 20 clusters Score -6.953361e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 10670 members 
Mstep: Class 3 contains 91514 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32103 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71407 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 77146 members 
Mstep: Class 15 contains 75123 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49841 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38123 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 400F: 20 clusters Score -6.953358e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 10670 members 
Mstep: Class 3 contains 91521 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32097 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71419 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6984 members 
Mstep: Class 14 contains 77144 members 
Mstep: Class 15 contains 75128 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49842 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38064 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 401Q: 20 clusters Score -6.953356e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 10670 members 
Mstep: Class 3 contains 91528 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32093 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71426 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6983 members 
Mstep: Class 14 contains 77130 members 
Mstep: Class 15 contains 75137 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49846 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 38006 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 402Q: 20 clusters Score -6.95336e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91530 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32090 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71436 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 77128 members 
Mstep: Class 15 contains 75147 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49847 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37948 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 403Q: 20 clusters Score -6.953358e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 10670 members 
Mstep: Class 3 contains 91534 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32083 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71461 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6983 members 
Mstep: Class 14 contains 77130 members 
Mstep: Class 15 contains 75151 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49848 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37877 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 404Q: 20 clusters Score -6.953356e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 91542 members 
Mstep: Class 4 contains 10749 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32075 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71481 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 77124 members 
Mstep: Class 15 contains 75157 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49848 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37818 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 405Q: 20 clusters Score -6.953356e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 91546 members 
Mstep: Class 4 contains 10750 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32068 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71511 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 77121 members 
Mstep: Class 15 contains 75167 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49851 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37748 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 406Q: 20 clusters Score -6.953352e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 91553 members 
Mstep: Class 4 contains 10750 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32057 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71525 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 77117 members 
Mstep: Class 15 contains 75178 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49851 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37691 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 407Q: 20 clusters Score -6.953344e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 91561 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32047 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71538 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 77112 members 
Mstep: Class 15 contains 75185 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49851 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37634 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 408Q: 20 clusters Score -6.953345e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 91565 members 
Mstep: Class 4 contains 10749 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32038 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71554 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6986 members 
Mstep: Class 14 contains 77109 members 
Mstep: Class 15 contains 75192 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49851 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37582 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 409Q: 20 clusters Score -6.953351e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 91578 members 
Mstep: Class 4 contains 10749 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32033 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71568 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 77103 members 
Mstep: Class 15 contains 75196 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49853 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 410Q: 20 clusters Score -6.953354e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 91588 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32032 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71578 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 77099 members 
Mstep: Class 15 contains 75202 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49855 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 411Q: 20 clusters Score -6.953356e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 91591 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32024 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71592 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 77097 members 
Mstep: Class 15 contains 75205 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49857 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37445 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 412Q: 20 clusters Score -6.953357e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 91587 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32017 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71604 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 77095 members 
Mstep: Class 15 contains 75209 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49860 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37407 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 413Q: 20 clusters Score -6.953355e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 91591 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32010 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71617 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6990 members 
Mstep: Class 14 contains 77088 members 
Mstep: Class 15 contains 75213 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49862 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37365 members 
Entering Unmasked Estep 
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Iteration 414Q: 20 clusters Score -6.953363e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 91581 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32008 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71634 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 77093 members 
Mstep: Class 15 contains 75216 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49864 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37325 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 415Q: 20 clusters Score -6.953358e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 91574 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 32003 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71650 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 77092 members 
Mstep: Class 15 contains 75222 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49869 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 416Q: 20 clusters Score -6.953359e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 91568 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31998 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71666 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 77090 members 
Mstep: Class 15 contains 75227 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49876 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37254 members 
Entering Unmasked Estep 
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Iteration 417Q: 20 clusters Score -6.953364e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82511 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 91560 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31998 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71691 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 77086 members 
Mstep: Class 15 contains 75228 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49884 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37216 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 418Q: 20 clusters Score -6.953366e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 10672 members 
Mstep: Class 3 contains 91571 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31992 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71710 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 77078 members 
Mstep: Class 15 contains 75229 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49885 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37172 members 
Entering Unmasked Estep 
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Iteration 419Q: 20 clusters Score -6.95337e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 10675 members 
Mstep: Class 3 contains 91572 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31987 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71720 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 77072 members 
Mstep: Class 15 contains 75233 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49888 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 37142 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 420F: 20 clusters Score -6.953361e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 10678 members 
Mstep: Class 3 contains 91568 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31981 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71739 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6991 members 
Mstep: Class 14 contains 77071 members 
Mstep: Class 15 contains 75229 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49890 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 37109 members 
Entering Unmasked Estep 
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Iteration 421Q: 20 clusters Score -6.953364e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 10678 members 
Mstep: Class 3 contains 91563 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31976 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71757 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 77063 members 
Mstep: Class 15 contains 75228 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49893 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 37079 members 
Entering Unmasked Estep 
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Iteration 422Q: 20 clusters Score -6.953355e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 10677 members 
Mstep: Class 3 contains 91568 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31969 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71777 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6990 members 
Mstep: Class 14 contains 77056 members 
Mstep: Class 15 contains 75231 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49896 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 37038 members 
Entering Unmasked Estep 
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Iteration 423Q: 20 clusters Score -6.953362e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 10678 members 
Mstep: Class 3 contains 91568 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31960 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71787 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6990 members 
Mstep: Class 14 contains 77054 members 
Mstep: Class 15 contains 75238 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49898 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 37007 members 
Entering Unmasked Estep 
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Iteration 424Q: 20 clusters Score -6.953369e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 91567 members 
Mstep: Class 4 contains 10744 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31954 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71806 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 77047 members 
Mstep: Class 15 contains 75248 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49900 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36976 members 
Entering Unmasked Estep 
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Iteration 425Q: 20 clusters Score -6.953362e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 10680 members 
Mstep: Class 3 contains 91560 members 
Mstep: Class 4 contains 10744 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31947 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 71825 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 77043 members 
Mstep: Class 15 contains 75266 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49896 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533624.000000 Penalty: 40818.515625
Iteration 426Q: 20 clusters Score -6.953362e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 10681 members 
Mstep: Class 3 contains 91547 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31936 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71852 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6984 members 
Mstep: Class 14 contains 77037 members 
Mstep: Class 15 contains 75278 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49895 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533568.000000 Penalty: 40818.515625
Iteration 427Q: 20 clusters Score -6.953357e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 91518 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31924 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71886 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6983 members 
Mstep: Class 14 contains 77039 members 
Mstep: Class 15 contains 75292 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49891 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533512.000000 Penalty: 40818.515625
Iteration 428Q: 20 clusters Score -6.953351e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 10690 members 
Mstep: Class 3 contains 91497 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31915 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71926 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6984 members 
Mstep: Class 14 contains 77034 members 
Mstep: Class 15 contains 75295 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49891 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 36880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 40818.515625
Iteration 429Q: 20 clusters Score -6.953349e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 91477 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31906 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 71969 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6981 members 
Mstep: Class 14 contains 77029 members 
Mstep: Class 15 contains 75301 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49892 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 36854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 40818.515625
Iteration 430Q: 20 clusters Score -6.953349e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 91458 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31900 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 72019 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 77029 members 
Mstep: Class 15 contains 75297 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 36824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533536.000000 Penalty: 40818.515625
Iteration 431Q: 20 clusters Score -6.953354e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 91444 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31900 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 72067 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6981 members 
Mstep: Class 14 contains 77031 members 
Mstep: Class 15 contains 75294 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49895 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 36789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533544.000000 Penalty: 40818.515625
Iteration 432Q: 20 clusters Score -6.953354e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 91433 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31895 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 72108 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6980 members 
Mstep: Class 14 contains 77031 members 
Mstep: Class 15 contains 75287 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49898 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533512.000000 Penalty: 40818.515625
Iteration 433Q: 20 clusters Score -6.953351e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 91410 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31892 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 72138 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6979 members 
Mstep: Class 14 contains 77032 members 
Mstep: Class 15 contains 75288 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49905 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533496.000000 Penalty: 40818.515625
Iteration 434Q: 20 clusters Score -6.95335e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 91389 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31890 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 72177 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6978 members 
Mstep: Class 14 contains 77030 members 
Mstep: Class 15 contains 75293 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49908 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 40818.515625
Iteration 435Q: 20 clusters Score -6.953349e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 91386 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31886 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 72206 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6978 members 
Mstep: Class 14 contains 77030 members 
Mstep: Class 15 contains 75290 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49909 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533392.000000 Penalty: 40818.515625
Iteration 436Q: 20 clusters Score -6.953339e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 91382 members 
Mstep: Class 4 contains 10749 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31883 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72227 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77030 members 
Mstep: Class 15 contains 75291 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49912 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533392.000000 Penalty: 40818.515625
Iteration 437Q: 20 clusters Score -6.953339e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 91385 members 
Mstep: Class 4 contains 10751 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31876 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72252 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 77032 members 
Mstep: Class 15 contains 75285 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49912 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533440.000000 Penalty: 40818.515625
Iteration 438Q: 20 clusters Score -6.953344e+07 nChanged 75
Entering ConstructFrom: 
Score: -69533440.000000 Penalty: 40818.515625
Entering ConstructFrom: 
Trying to split cluster 1 (82762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Entering Unmasked Estep 
Score: -10638045.000000 Penalty: 1840.105225
	Iteration 0F: 2 clusters Score -1.063804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -10584193.000000 Penalty: 3680.210449
	Iteration 0F: 3 clusters Score -1.058419e+07 nChanged 39357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -10607071.000000 Penalty: 3680.210449
	Iteration 1F: 3 clusters Score -1.060707e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -10608070.000000 Penalty: 3680.210449
	Iteration 2Q: 3 clusters Score -1.060807e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -10609506.000000 Penalty: 3680.210449
	Iteration 3Q: 3 clusters Score -1.060951e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -10611621.000000 Penalty: 3680.210449
	Iteration 4F: 3 clusters Score -1.061162e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -10614771.000000 Penalty: 3680.210449
	Iteration 5F: 3 clusters Score -1.061477e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -10619036.000000 Penalty: 3680.210449
	Iteration 6F: 3 clusters Score -1.061904e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -10623682.000000 Penalty: 3680.210449
	Iteration 7F: 3 clusters Score -1.062368e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -10627617.000000 Penalty: 3680.210449
	Iteration 8F: 3 clusters Score -1.062762e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -10629884.000000 Penalty: 3680.210449
	Iteration 9Q: 3 clusters Score -1.062988e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -10630963.000000 Penalty: 3680.210449
	Iteration 10Q: 3 clusters Score -1.063096e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -10631593.000000 Penalty: 3680.210449
	Iteration 11Q: 3 clusters Score -1.063159e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -10631997.000000 Penalty: 3680.210449
	Iteration 12Q: 3 clusters Score -1.0632e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -10632305.000000 Penalty: 3680.210449
	Iteration 13Q: 3 clusters Score -1.06323e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -10632630.000000 Penalty: 3680.210449
	Iteration 14Q: 3 clusters Score -1.063263e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -10632945.000000 Penalty: 3680.210449
	Iteration 15Q: 3 clusters Score -1.063294e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -10633138.000000 Penalty: 3680.210449
	Iteration 16Q: 3 clusters Score -1.063314e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -10633331.000000 Penalty: 3680.210449
	Iteration 17Q: 3 clusters Score -1.063333e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -10633542.000000 Penalty: 3680.210449
	Iteration 18Q: 3 clusters Score -1.063354e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -10633726.000000 Penalty: 3680.210449
	Iteration 19Q: 3 clusters Score -1.063373e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -10633903.000000 Penalty: 3680.210449
	Iteration 20F: 3 clusters Score -1.06339e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -10634038.000000 Penalty: 3680.210449
	Iteration 21Q: 3 clusters Score -1.063404e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -10634189.000000 Penalty: 3680.210449
	Iteration 22Q: 3 clusters Score -1.063419e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -10634326.000000 Penalty: 3680.210449
	Iteration 23Q: 3 clusters Score -1.063433e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -10634420.000000 Penalty: 3680.210449
	Iteration 24Q: 3 clusters Score -1.063442e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -10634506.000000 Penalty: 3680.210449
	Iteration 25Q: 3 clusters Score -1.063451e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -10634617.000000 Penalty: 3680.210449
	Iteration 26Q: 3 clusters Score -1.063462e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -10634769.000000 Penalty: 3680.210449
	Iteration 27Q: 3 clusters Score -1.063477e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -10634864.000000 Penalty: 3680.210449
	Iteration 28Q: 3 clusters Score -1.063486e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -10634978.000000 Penalty: 3680.210449
	Iteration 29Q: 3 clusters Score -1.063498e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -10635080.000000 Penalty: 3680.210449
	Iteration 30Q: 3 clusters Score -1.063508e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -10635198.000000 Penalty: 3680.210449
	Iteration 31Q: 3 clusters Score -1.06352e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -10635246.000000 Penalty: 3680.210449
	Iteration 32Q: 3 clusters Score -1.063525e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -10635339.000000 Penalty: 3680.210449
	Iteration 33Q: 3 clusters Score -1.063534e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -10635450.000000 Penalty: 3680.210449
	Iteration 34Q: 3 clusters Score -1.063545e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -10635539.000000 Penalty: 3680.210449
	Iteration 35Q: 3 clusters Score -1.063554e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -10635629.000000 Penalty: 3680.210449
	Iteration 36Q: 3 clusters Score -1.063563e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -10635735.000000 Penalty: 3680.210449
	Iteration 37Q: 3 clusters Score -1.063574e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -10635848.000000 Penalty: 3680.210449
	Iteration 38Q: 3 clusters Score -1.063585e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -10635921.000000 Penalty: 3680.210449
	Iteration 39Q: 3 clusters Score -1.063592e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -10635987.000000 Penalty: 3680.210449
	Iteration 40F: 3 clusters Score -1.063599e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -10636037.000000 Penalty: 3680.210449
	Iteration 41Q: 3 clusters Score -1.063604e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -10636107.000000 Penalty: 3680.210449
	Iteration 42Q: 3 clusters Score -1.063611e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -10636171.000000 Penalty: 3680.210449
	Iteration 43Q: 3 clusters Score -1.063617e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -10636236.000000 Penalty: 3680.210449
	Iteration 44Q: 3 clusters Score -1.063624e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80480 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10636297.000000 Penalty: 3680.210449
	Iteration 45Q: 3 clusters Score -1.06363e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -10636308.000000 Penalty: 3680.210449
	Iteration 46Q: 3 clusters Score -1.063631e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -10636365.000000 Penalty: 3680.210449
	Iteration 47Q: 3 clusters Score -1.063636e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10636407.000000 Penalty: 3680.210449
	Iteration 48Q: 3 clusters Score -1.063641e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10636431.000000 Penalty: 3680.210449
	Iteration 49Q: 3 clusters Score -1.063643e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10636455.000000 Penalty: 3680.210449
	Iteration 50Q: 3 clusters Score -1.063646e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -10636463.000000 Penalty: 3680.210449
	Iteration 51Q: 3 clusters Score -1.063646e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -10636472.000000 Penalty: 3680.210449
	Iteration 52Q: 3 clusters Score -1.063647e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -10636476.000000 Penalty: 3680.210449
	Iteration 53Q: 3 clusters Score -1.063648e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10636496.000000 Penalty: 3680.210449
	Iteration 54Q: 3 clusters Score -1.06365e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10636523.000000 Penalty: 3680.210449
	Iteration 55Q: 3 clusters Score -1.063652e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -10636532.000000 Penalty: 3680.210449
	Iteration 56Q: 3 clusters Score -1.063653e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -10636557.000000 Penalty: 3680.210449
	Iteration 57Q: 3 clusters Score -1.063656e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -10636571.000000 Penalty: 3680.210449
	Iteration 58Q: 3 clusters Score -1.063657e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10636583.000000 Penalty: 3680.210449
	Iteration 59Q: 3 clusters Score -1.063658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10636584.000000 Penalty: 3680.210449
	Iteration 60F: 3 clusters Score -1.063658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10636586.000000 Penalty: 3680.210449
	Iteration 61Q: 3 clusters Score -1.063659e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10636623.000000 Penalty: 3680.210449
	Iteration 62Q: 3 clusters Score -1.063662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10636627.000000 Penalty: 3680.210449
	Iteration 63Q: 3 clusters Score -1.063663e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -10636642.000000 Penalty: 3680.210449
	Iteration 64Q: 3 clusters Score -1.063664e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -10636650.000000 Penalty: 3680.210449
	Iteration 65Q: 3 clusters Score -1.063665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10636670.000000 Penalty: 3680.210449
	Iteration 66Q: 3 clusters Score -1.063667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10636671.000000 Penalty: 3680.210449
	Iteration 67Q: 3 clusters Score -1.063667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10636668.000000 Penalty: 3680.210449
	Iteration 68Q: 3 clusters Score -1.063667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10636678.000000 Penalty: 3680.210449
	Iteration 69Q: 3 clusters Score -1.063668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10636664.000000 Penalty: 3680.210449
	Iteration 70Q: 3 clusters Score -1.063666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81506 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10636680.000000 Penalty: 3680.210449
	Iteration 71Q: 3 clusters Score -1.063668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10636692.000000 Penalty: 3680.210449
	Iteration 72Q: 3 clusters Score -1.063669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10636704.000000 Penalty: 3680.210449
	Iteration 73Q: 3 clusters Score -1.06367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10636708.000000 Penalty: 3680.210449
	Iteration 74Q: 3 clusters Score -1.063671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10636712.000000 Penalty: 3680.210449
	Iteration 75Q: 3 clusters Score -1.063671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10636713.000000 Penalty: 3680.210449
	Iteration 76Q: 3 clusters Score -1.063671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -10636716.000000 Penalty: 3680.210449
	Iteration 77Q: 3 clusters Score -1.063672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10636710.000000 Penalty: 3680.210449
	Iteration 78Q: 3 clusters Score -1.063671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -10636715.000000 Penalty: 3680.210449
	Iteration 79Q: 3 clusters Score -1.063672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -10636706.000000 Penalty: 3680.210449
	Iteration 80F: 3 clusters Score -1.063671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10636704.000000 Penalty: 3680.210449
	Iteration 81Q: 3 clusters Score -1.06367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -10636696.000000 Penalty: 3680.210449
	Iteration 82Q: 3 clusters Score -1.06367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -10636702.000000 Penalty: 3680.210449
	Iteration 83Q: 3 clusters Score -1.06367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10636698.000000 Penalty: 3680.210449
	Iteration 84Q: 3 clusters Score -1.06367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10636698.000000 Penalty: 3680.210449
	Iteration 85Q: 3 clusters Score -1.06367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10636698.000000 Penalty: 3680.210449
	Iteration 86Q: 3 clusters Score -1.06367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10636699.000000 Penalty: 3680.210449
	Iteration 87Q: 3 clusters Score -1.06367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -10636702.000000 Penalty: 3680.210449
	Iteration 88Q: 3 clusters Score -1.06367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10636690.000000 Penalty: 3680.210449
	Iteration 89Q: 3 clusters Score -1.063669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10636687.000000 Penalty: 3680.210449
	Iteration 90Q: 3 clusters Score -1.063669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10636695.000000 Penalty: 3680.210449
	Iteration 91Q: 3 clusters Score -1.06367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -10636694.000000 Penalty: 3680.210449
	Iteration 92Q: 3 clusters Score -1.063669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -10636694.000000 Penalty: 3680.210449
	Iteration 93F: 3 clusters Score -1.063669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Entering Unmasked Estep 
Score: -1352147.625000 Penalty: 1507.674805
	Iteration 0F: 2 clusters Score -1352148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1344557.500000 Penalty: 3015.349609
	Iteration 0F: 3 clusters Score -1344558 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1346921.500000 Penalty: 3015.349609
	Iteration 1F: 3 clusters Score -1346922 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1347178.375000 Penalty: 3015.349609
	Iteration 2F: 3 clusters Score -1347178 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1347354.750000 Penalty: 3015.349609
	Iteration 3Q: 3 clusters Score -1347355 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1347506.250000 Penalty: 3015.349609
	Iteration 4Q: 3 clusters Score -1347506 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1347677.250000 Penalty: 3015.349609
	Iteration 5Q: 3 clusters Score -1347677 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1347898.250000 Penalty: 3015.349609
	Iteration 6Q: 3 clusters Score -1347898 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1348226.500000 Penalty: 3015.349609
	Iteration 7F: 3 clusters Score -1348226 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1348692.625000 Penalty: 3015.349609
	Iteration 8F: 3 clusters Score -1348693 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1349239.625000 Penalty: 3015.349609
	Iteration 9F: 3 clusters Score -1349240 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1349749.875000 Penalty: 3015.349609
	Iteration 10F: 3 clusters Score -1349750 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1350148.250000 Penalty: 3015.349609
	Iteration 11Q: 3 clusters Score -1350148 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1350432.750000 Penalty: 3015.349609
	Iteration 12Q: 3 clusters Score -1350433 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1350604.750000 Penalty: 3015.349609
	Iteration 13Q: 3 clusters Score -1350605 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1350701.750000 Penalty: 3015.349609
	Iteration 14Q: 3 clusters Score -1350702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1350745.375000 Penalty: 3015.349609
	Iteration 15Q: 3 clusters Score -1350745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1350781.750000 Penalty: 3015.349609
	Iteration 16Q: 3 clusters Score -1350782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1350802.125000 Penalty: 3015.349609
	Iteration 17Q: 3 clusters Score -1350802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1350807.250000 Penalty: 3015.349609
	Iteration 18Q: 3 clusters Score -1350807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1350809.750000 Penalty: 3015.349609
	Iteration 19Q: 3 clusters Score -1350810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1350809.750000 Penalty: 3015.349609
	Iteration 20F: 3 clusters Score -1350810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Entering Unmasked Estep 
Score: -11728232.000000 Penalty: 1856.212769
	Iteration 0F: 2 clusters Score -1.172823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -11668362.000000 Penalty: 3712.425537
	Iteration 0F: 3 clusters Score -1.166836e+07 nChanged 43513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -11693134.000000 Penalty: 3712.425537
	Iteration 1F: 3 clusters Score -1.169313e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -11693565.000000 Penalty: 3712.425537
	Iteration 2Q: 3 clusters Score -1.169356e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -11694002.000000 Penalty: 3712.425537
	Iteration 3Q: 3 clusters Score -1.1694e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -11694576.000000 Penalty: 3712.425537
	Iteration 4Q: 3 clusters Score -1.169458e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -11695328.000000 Penalty: 3712.425537
	Iteration 5Q: 3 clusters Score -1.169533e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -11696233.000000 Penalty: 3712.425537
	Iteration 6Q: 3 clusters Score -1.169623e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -11698100.000000 Penalty: 3712.425537
	Iteration 7Q: 3 clusters Score -1.16981e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -11701372.000000 Penalty: 3712.425537
	Iteration 8F: 3 clusters Score -1.170137e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -11706297.000000 Penalty: 3712.425537
	Iteration 9F: 3 clusters Score -1.17063e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -11712558.000000 Penalty: 3712.425537
	Iteration 10F: 3 clusters Score -1.171256e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -11718549.000000 Penalty: 3712.425537
	Iteration 11F: 3 clusters Score -1.171855e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -11722653.000000 Penalty: 3712.425537
	Iteration 12Q: 3 clusters Score -1.172265e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -11724837.000000 Penalty: 3712.425537
	Iteration 13Q: 3 clusters Score -1.172484e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -11725782.000000 Penalty: 3712.425537
	Iteration 14Q: 3 clusters Score -1.172578e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -11726137.000000 Penalty: 3712.425537
	Iteration 15Q: 3 clusters Score -1.172614e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 90908 members 
Entering Unmasked Estep 
Score: -11726322.000000 Penalty: 3712.425537
	Iteration 16Q: 3 clusters Score -1.172632e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -11726395.000000 Penalty: 3712.425537
	Iteration 17Q: 3 clusters Score -1.17264e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -11726457.000000 Penalty: 3712.425537
	Iteration 18Q: 3 clusters Score -1.172646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -11726492.000000 Penalty: 3712.425537
	Iteration 19Q: 3 clusters Score -1.172649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -11726516.000000 Penalty: 3712.425537
	Iteration 20F: 3 clusters Score -1.172652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -11726529.000000 Penalty: 3712.425537
	Iteration 21Q: 3 clusters Score -1.172653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -11726554.000000 Penalty: 3712.425537
	Iteration 22Q: 3 clusters Score -1.172655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -11726576.000000 Penalty: 3712.425537
	Iteration 23Q: 3 clusters Score -1.172658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -11726602.000000 Penalty: 3712.425537
	Iteration 24Q: 3 clusters Score -1.17266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -11726612.000000 Penalty: 3712.425537
	Iteration 25Q: 3 clusters Score -1.172661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -11726612.000000 Penalty: 3712.425537
	Iteration 26Q: 3 clusters Score -1.172661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -11726613.000000 Penalty: 3712.425537
	Iteration 27Q: 3 clusters Score -1.172661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -11726616.000000 Penalty: 3712.425537
	Iteration 28Q: 3 clusters Score -1.172662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -11726616.000000 Penalty: 3712.425537
	Iteration 29F: 3 clusters Score -1.172662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Entering Unmasked Estep 
Score: -1370366.375000 Penalty: 1508.462646
	Iteration 0F: 2 clusters Score -1370366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1362727.250000 Penalty: 3016.925293
	Iteration 0F: 3 clusters Score -1362727 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1365141.625000 Penalty: 3016.925293
	Iteration 1F: 3 clusters Score -1365142 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1365398.250000 Penalty: 3016.925293
	Iteration 2F: 3 clusters Score -1365398 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1365666.500000 Penalty: 3016.925293
	Iteration 3F: 3 clusters Score -1365666 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1365999.375000 Penalty: 3016.925293
	Iteration 4F: 3 clusters Score -1365999 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1366328.750000 Penalty: 3016.925293
	Iteration 5F: 3 clusters Score -1366329 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1366669.625000 Penalty: 3016.925293
	Iteration 6F: 3 clusters Score -1366670 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1367015.125000 Penalty: 3016.925293
	Iteration 7F: 3 clusters Score -1367015 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1367345.250000 Penalty: 3016.925293
	Iteration 8Q: 3 clusters Score -1367345 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1367651.750000 Penalty: 3016.925293
	Iteration 9Q: 3 clusters Score -1367652 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1367927.250000 Penalty: 3016.925293
	Iteration 10Q: 3 clusters Score -1367927 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1368163.625000 Penalty: 3016.925293
	Iteration 11Q: 3 clusters Score -1368164 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1368369.875000 Penalty: 3016.925293
	Iteration 12Q: 3 clusters Score -1368370 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1368545.500000 Penalty: 3016.925293
	Iteration 13Q: 3 clusters Score -1368546 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1368716.875000 Penalty: 3016.925293
	Iteration 14Q: 3 clusters Score -1368717 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1368850.250000 Penalty: 3016.925293
	Iteration 15Q: 3 clusters Score -1368850 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1368957.625000 Penalty: 3016.925293
	Iteration 16Q: 3 clusters Score -1368958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1369043.250000 Penalty: 3016.925293
	Iteration 17Q: 3 clusters Score -1369043 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1369087.875000 Penalty: 3016.925293
	Iteration 18Q: 3 clusters Score -1369088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1369127.125000 Penalty: 3016.925293
	Iteration 19Q: 3 clusters Score -1369127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1369148.250000 Penalty: 3016.925293
	Iteration 20F: 3 clusters Score -1369148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1369159.250000 Penalty: 3016.925293
	Iteration 21Q: 3 clusters Score -1369159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1369174.250000 Penalty: 3016.925293
	Iteration 22Q: 3 clusters Score -1369174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1369183.875000 Penalty: 3016.925293
	Iteration 23Q: 3 clusters Score -1369184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1369191.000000 Penalty: 3016.925293
	Iteration 24Q: 3 clusters Score -1369191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1369197.750000 Penalty: 3016.925293
	Iteration 25Q: 3 clusters Score -1369198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1369200.875000 Penalty: 3016.925293
	Iteration 26Q: 3 clusters Score -1369201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1369208.250000 Penalty: 3016.925293
	Iteration 27Q: 3 clusters Score -1369208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1369216.000000 Penalty: 3016.925293
	Iteration 28Q: 3 clusters Score -1369216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1369219.750000 Penalty: 3016.925293
	Iteration 29Q: 3 clusters Score -1369220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1369221.375000 Penalty: 3016.925293
	Iteration 30Q: 3 clusters Score -1369221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1369224.875000 Penalty: 3016.925293
	Iteration 31Q: 3 clusters Score -1369225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1369225.250000 Penalty: 3016.925293
	Iteration 32Q: 3 clusters Score -1369225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1369229.125000 Penalty: 3016.925293
	Iteration 33Q: 3 clusters Score -1369229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1369234.125000 Penalty: 3016.925293
	Iteration 34Q: 3 clusters Score -1369234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1369237.000000 Penalty: 3016.925293
	Iteration 35Q: 3 clusters Score -1369237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1369238.625000 Penalty: 3016.925293
	Iteration 36Q: 3 clusters Score -1369239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1369238.375000 Penalty: 3016.925293
	Iteration 37Q: 3 clusters Score -1369238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1369238.375000 Penalty: 3016.925293
	Iteration 38F: 3 clusters Score -1369238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -39407.351562 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -39407.35 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 220 members 
Entering Unmasked Estep 
Score: -38461.128906 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -38461.13 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38724.250000 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -38724.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38826.265625 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -38826.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38882.039062 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -38882.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38927.554688 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -38927.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38979.039062 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -38979.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39017.367188 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -39017.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39034.117188 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -39034.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39045.031250 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -39045.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39056.210938 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -39056.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39068.195312 Penalty: 1970.730103
	Iteration 10Q: 3 clusters Score -39068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39071.484375 Penalty: 1970.730103
	Iteration 11Q: 3 clusters Score -39071.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39073.171875 Penalty: 1970.730103
	Iteration 12Q: 3 clusters Score -39073.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39078.824219 Penalty: 1970.730103
	Iteration 13Q: 3 clusters Score -39078.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39083.835938 Penalty: 1970.730103
	Iteration 14Q: 3 clusters Score -39083.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39089.953125 Penalty: 1970.730103
	Iteration 15Q: 3 clusters Score -39089.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39093.808594 Penalty: 1970.730103
	Iteration 16Q: 3 clusters Score -39093.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39098.468750 Penalty: 1970.730103
	Iteration 17Q: 3 clusters Score -39098.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39112.890625 Penalty: 1970.730103
	Iteration 18Q: 3 clusters Score -39112.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39116.464844 Penalty: 1970.730103
	Iteration 19Q: 3 clusters Score -39116.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39119.542969 Penalty: 1970.730103
	Iteration 20F: 3 clusters Score -39119.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39134.484375 Penalty: 1970.730103
	Iteration 21Q: 3 clusters Score -39134.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39179.125000 Penalty: 1970.730103
	Iteration 22Q: 3 clusters Score -39179.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39194.886719 Penalty: 1970.730103
	Iteration 23Q: 3 clusters Score -39194.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39204.421875 Penalty: 1970.730103
	Iteration 24Q: 3 clusters Score -39204.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39204.421875 Penalty: 1970.730103
	Iteration 25F: 3 clusters Score -39204.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Entering Unmasked Estep 
Score: -4134985.750000 Penalty: 1685.030762
	Iteration 0F: 2 clusters Score -4134986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4113590.000000 Penalty: 3370.061523
	Iteration 0F: 3 clusters Score -4113590 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4121794.500000 Penalty: 3370.061523
	Iteration 1F: 3 clusters Score -4121794 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -4122214.250000 Penalty: 3370.061523
	Iteration 2Q: 3 clusters Score -4122214 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -4122660.000000 Penalty: 3370.061523
	Iteration 3Q: 3 clusters Score -4122660 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4123258.000000 Penalty: 3370.061523
	Iteration 4Q: 3 clusters Score -4123258 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4124057.500000 Penalty: 3370.061523
	Iteration 5Q: 3 clusters Score -4124058 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4125197.500000 Penalty: 3370.061523
	Iteration 6F: 3 clusters Score -4125198 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4126631.500000 Penalty: 3370.061523
	Iteration 7F: 3 clusters Score -4126632 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -4128140.750000 Penalty: 3370.061523
	Iteration 8F: 3 clusters Score -4128141 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -4129081.500000 Penalty: 3370.061523
	Iteration 9F: 3 clusters Score -4129082 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -4129530.000000 Penalty: 3370.061523
	Iteration 10Q: 3 clusters Score -4129530 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4129749.000000 Penalty: 3370.061523
	Iteration 11Q: 3 clusters Score -4129749 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -4129889.250000 Penalty: 3370.061523
	Iteration 12Q: 3 clusters Score -4129889 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -4130003.250000 Penalty: 3370.061523
	Iteration 13Q: 3 clusters Score -4130003 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -4130108.500000 Penalty: 3370.061523
	Iteration 14Q: 3 clusters Score -4130108 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -4130204.500000 Penalty: 3370.061523
	Iteration 15Q: 3 clusters Score -4130204 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -4130297.500000 Penalty: 3370.061523
	Iteration 16Q: 3 clusters Score -4130298 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -4130381.250000 Penalty: 3370.061523
	Iteration 17Q: 3 clusters Score -4130381 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -4130455.250000 Penalty: 3370.061523
	Iteration 18Q: 3 clusters Score -4130455 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -4130545.750000 Penalty: 3370.061523
	Iteration 19Q: 3 clusters Score -4130546 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4130600.750000 Penalty: 3370.061523
	Iteration 20F: 3 clusters Score -4130601 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -4130658.250000 Penalty: 3370.061523
	Iteration 21Q: 3 clusters Score -4130658 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4130702.000000 Penalty: 3370.061523
	Iteration 22Q: 3 clusters Score -4130702 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -4130743.500000 Penalty: 3370.061523
	Iteration 23Q: 3 clusters Score -4130744 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4130780.750000 Penalty: 3370.061523
	Iteration 24Q: 3 clusters Score -4130781 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4130807.250000 Penalty: 3370.061523
	Iteration 25Q: 3 clusters Score -4130807 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4130838.250000 Penalty: 3370.061523
	Iteration 26Q: 3 clusters Score -4130838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4130892.500000 Penalty: 3370.061523
	Iteration 27Q: 3 clusters Score -4130892 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4130916.500000 Penalty: 3370.061523
	Iteration 28Q: 3 clusters Score -4130916 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4130940.750000 Penalty: 3370.061523
	Iteration 29Q: 3 clusters Score -4130941 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4130953.750000 Penalty: 3370.061523
	Iteration 30Q: 3 clusters Score -4130954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4130972.000000 Penalty: 3370.061523
	Iteration 31Q: 3 clusters Score -4130972 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4130990.000000 Penalty: 3370.061523
	Iteration 32Q: 3 clusters Score -4130990 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4131011.250000 Penalty: 3370.061523
	Iteration 33Q: 3 clusters Score -4131011 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -4131034.500000 Penalty: 3370.061523
	Iteration 34Q: 3 clusters Score -4131034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -4131050.000000 Penalty: 3370.061523
	Iteration 35Q: 3 clusters Score -4131050 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4131074.500000 Penalty: 3370.061523
	Iteration 36Q: 3 clusters Score -4131074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4131084.750000 Penalty: 3370.061523
	Iteration 37Q: 3 clusters Score -4131085 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -4131102.750000 Penalty: 3370.061523
	Iteration 38Q: 3 clusters Score -4131103 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4131116.000000 Penalty: 3370.061523
	Iteration 39Q: 3 clusters Score -4131116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -4131120.500000 Penalty: 3370.061523
	Iteration 40F: 3 clusters Score -4131120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4131143.250000 Penalty: 3370.061523
	Iteration 41Q: 3 clusters Score -4131143 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -4131150.500000 Penalty: 3370.061523
	Iteration 42Q: 3 clusters Score -4131150 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4131158.250000 Penalty: 3370.061523
	Iteration 43Q: 3 clusters Score -4131158 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -4131167.750000 Penalty: 3370.061523
	Iteration 44Q: 3 clusters Score -4131168 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -4131181.750000 Penalty: 3370.061523
	Iteration 45Q: 3 clusters Score -4131182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -4131209.750000 Penalty: 3370.061523
	Iteration 46Q: 3 clusters Score -4131210 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -4131212.500000 Penalty: 3370.061523
	Iteration 47Q: 3 clusters Score -4131212 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4131227.000000 Penalty: 3370.061523
	Iteration 48Q: 3 clusters Score -4131227 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4131244.000000 Penalty: 3370.061523
	Iteration 49Q: 3 clusters Score -4131244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -4131255.250000 Penalty: 3370.061523
	Iteration 50Q: 3 clusters Score -4131255 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -4131277.750000 Penalty: 3370.061523
	Iteration 51Q: 3 clusters Score -4131278 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4131310.000000 Penalty: 3370.061523
	Iteration 52Q: 3 clusters Score -4131310 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -4131346.000000 Penalty: 3370.061523
	Iteration 53Q: 3 clusters Score -4131346 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -4131385.500000 Penalty: 3370.061523
	Iteration 54Q: 3 clusters Score -4131386 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -4131431.750000 Penalty: 3370.061523
	Iteration 55Q: 3 clusters Score -4131432 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -4131477.250000 Penalty: 3370.061523
	Iteration 56Q: 3 clusters Score -4131477 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -4131542.750000 Penalty: 3370.061523
	Iteration 57Q: 3 clusters Score -4131543 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -4131607.500000 Penalty: 3370.061523
	Iteration 58Q: 3 clusters Score -4131608 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4131660.750000 Penalty: 3370.061523
	Iteration 59Q: 3 clusters Score -4131661 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4131722.500000 Penalty: 3370.061523
	Iteration 60F: 3 clusters Score -4131722 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4131755.000000 Penalty: 3370.061523
	Iteration 61Q: 3 clusters Score -4131755 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -4131809.000000 Penalty: 3370.061523
	Iteration 62Q: 3 clusters Score -4131809 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4131850.250000 Penalty: 3370.061523
	Iteration 63Q: 3 clusters Score -4131850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -4131903.500000 Penalty: 3370.061523
	Iteration 64Q: 3 clusters Score -4131904 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -4131955.750000 Penalty: 3370.061523
	Iteration 65Q: 3 clusters Score -4131956 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4132005.000000 Penalty: 3370.061523
	Iteration 66Q: 3 clusters Score -4132005 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4132074.250000 Penalty: 3370.061523
	Iteration 67Q: 3 clusters Score -4132074 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -4132119.250000 Penalty: 3370.061523
	Iteration 68Q: 3 clusters Score -4132119 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4132193.500000 Penalty: 3370.061523
	Iteration 69Q: 3 clusters Score -4132194 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4132284.250000 Penalty: 3370.061523
	Iteration 70Q: 3 clusters Score -4132284 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -4132361.500000 Penalty: 3370.061523
	Iteration 71Q: 3 clusters Score -4132362 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4132426.000000 Penalty: 3370.061523
	Iteration 72Q: 3 clusters Score -4132426 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4132497.500000 Penalty: 3370.061523
	Iteration 73Q: 3 clusters Score -4132498 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4132566.500000 Penalty: 3370.061523
	Iteration 74Q: 3 clusters Score -4132566 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4132643.000000 Penalty: 3370.061523
	Iteration 75Q: 3 clusters Score -4132643 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4132705.750000 Penalty: 3370.061523
	Iteration 76Q: 3 clusters Score -4132706 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4132776.000000 Penalty: 3370.061523
	Iteration 77Q: 3 clusters Score -4132776 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4132846.750000 Penalty: 3370.061523
	Iteration 78Q: 3 clusters Score -4132847 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4132918.750000 Penalty: 3370.061523
	Iteration 79Q: 3 clusters Score -4132919 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4132979.000000 Penalty: 3370.061523
	Iteration 80F: 3 clusters Score -4132979 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4133035.250000 Penalty: 3370.061523
	Iteration 81Q: 3 clusters Score -4133035 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4133072.500000 Penalty: 3370.061523
	Iteration 82Q: 3 clusters Score -4133072 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4133115.750000 Penalty: 3370.061523
	Iteration 83Q: 3 clusters Score -4133116 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4133177.000000 Penalty: 3370.061523
	Iteration 84Q: 3 clusters Score -4133177 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4133234.250000 Penalty: 3370.061523
	Iteration 85Q: 3 clusters Score -4133234 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4133282.750000 Penalty: 3370.061523
	Iteration 86Q: 3 clusters Score -4133283 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4133313.750000 Penalty: 3370.061523
	Iteration 87Q: 3 clusters Score -4133314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4133349.000000 Penalty: 3370.061523
	Iteration 88Q: 3 clusters Score -4133349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4133376.250000 Penalty: 3370.061523
	Iteration 89Q: 3 clusters Score -4133376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4133394.750000 Penalty: 3370.061523
	Iteration 90Q: 3 clusters Score -4133395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4133418.500000 Penalty: 3370.061523
	Iteration 91Q: 3 clusters Score -4133418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4133429.000000 Penalty: 3370.061523
	Iteration 92Q: 3 clusters Score -4133429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4133435.750000 Penalty: 3370.061523
	Iteration 93Q: 3 clusters Score -4133436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4133442.000000 Penalty: 3370.061523
	Iteration 94Q: 3 clusters Score -4133442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4133452.750000 Penalty: 3370.061523
	Iteration 95Q: 3 clusters Score -4133453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4133471.500000 Penalty: 3370.061523
	Iteration 96Q: 3 clusters Score -4133472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4133480.250000 Penalty: 3370.061523
	Iteration 97Q: 3 clusters Score -4133480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4133487.750000 Penalty: 3370.061523
	Iteration 98Q: 3 clusters Score -4133488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4133491.000000 Penalty: 3370.061523
	Iteration 99Q: 3 clusters Score -4133491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4133497.750000 Penalty: 3370.061523
	Iteration 100F: 3 clusters Score -4133498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4133503.000000 Penalty: 3370.061523
	Iteration 101Q: 3 clusters Score -4133503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4133505.500000 Penalty: 3370.061523
	Iteration 102Q: 3 clusters Score -4133506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4133513.000000 Penalty: 3370.061523
	Iteration 103Q: 3 clusters Score -4133513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4133520.000000 Penalty: 3370.061523
	Iteration 104Q: 3 clusters Score -4133520 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
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Entering Unmasked Estep 
Score: -4133522.750000 Penalty: 3370.061523
	Iteration 105Q: 3 clusters Score -4133523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4133521.750000 Penalty: 3370.061523
	Iteration 106Q: 3 clusters Score -4133522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4133517.750000 Penalty: 3370.061523
	Iteration 107Q: 3 clusters Score -4133518 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4133521.000000 Penalty: 3370.061523
	Iteration 108Q: 3 clusters Score -4133521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4133520.750000 Penalty: 3370.061523
	Iteration 109Q: 3 clusters Score -4133521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4133521.750000 Penalty: 3370.061523
	Iteration 110Q: 3 clusters Score -4133522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4133522.750000 Penalty: 3370.061523
	Iteration 111Q: 3 clusters Score -4133523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4133525.750000 Penalty: 3370.061523
	Iteration 112Q: 3 clusters Score -4133526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4133528.750000 Penalty: 3370.061523
	Iteration 113Q: 3 clusters Score -4133529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4133528.750000 Penalty: 3370.061523
	Iteration 114F: 3 clusters Score -4133529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -102277.382812 Penalty: 1100.811401
	Iteration 0F: 2 clusters Score -102277.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100922.843750 Penalty: 2201.622803
	Iteration 0F: 3 clusters Score -100922.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101161.617188 Penalty: 2201.622803
	Iteration 1F: 3 clusters Score -101161.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101255.054688 Penalty: 2201.622803
	Iteration 2F: 3 clusters Score -101255.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -101335.335938 Penalty: 2201.622803
	Iteration 3F: 3 clusters Score -101335.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101388.367188 Penalty: 2201.622803
	Iteration 4Q: 3 clusters Score -101388.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101434.960938 Penalty: 2201.622803
	Iteration 5Q: 3 clusters Score -101435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101476.640625 Penalty: 2201.622803
	Iteration 6Q: 3 clusters Score -101476.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101515.703125 Penalty: 2201.622803
	Iteration 7Q: 3 clusters Score -101515.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -101536.968750 Penalty: 2201.622803
	Iteration 8Q: 3 clusters Score -101537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101558.648438 Penalty: 2201.622803
	Iteration 9Q: 3 clusters Score -101558.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101576.023438 Penalty: 2201.622803
	Iteration 10Q: 3 clusters Score -101576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -101582.398438 Penalty: 2201.622803
	Iteration 11Q: 3 clusters Score -101582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -101589.140625 Penalty: 2201.622803
	Iteration 12Q: 3 clusters Score -101589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -101595.984375 Penalty: 2201.622803
	Iteration 13Q: 3 clusters Score -101596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -101599.359375 Penalty: 2201.622803
	Iteration 14Q: 3 clusters Score -101599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101602.062500 Penalty: 2201.622803
	Iteration 15Q: 3 clusters Score -101602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101603.671875 Penalty: 2201.622803
	Iteration 16Q: 3 clusters Score -101603.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101605.164062 Penalty: 2201.622803
	Iteration 17Q: 3 clusters Score -101605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -101606.046875 Penalty: 2201.622803
	Iteration 18Q: 3 clusters Score -101606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -101606.578125 Penalty: 2201.622803
	Iteration 19Q: 3 clusters Score -101606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -101606.578125 Penalty: 2201.622803
	Iteration 20F: 3 clusters Score -101606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Entering Unmasked Estep 
Score: -9269718.000000 Penalty: 1818.092407
	Iteration 0F: 2 clusters Score -9269718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -9221366.000000 Penalty: 3636.184814
	Iteration 0F: 3 clusters Score -9221366 nChanged 34540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -9241211.000000 Penalty: 3636.184814
	Iteration 1F: 3 clusters Score -9241211 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -9241978.000000 Penalty: 3636.184814
	Iteration 2Q: 3 clusters Score -9241978 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -9242853.000000 Penalty: 3636.184814
	Iteration 3Q: 3 clusters Score -9242853 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -9244066.000000 Penalty: 3636.184814
	Iteration 4Q: 3 clusters Score -9244066 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -9245625.000000 Penalty: 3636.184814
	Iteration 5Q: 3 clusters Score -9245625 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -9247776.000000 Penalty: 3636.184814
	Iteration 6F: 3 clusters Score -9247776 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -9250561.000000 Penalty: 3636.184814
	Iteration 7F: 3 clusters Score -9250561 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -9254277.000000 Penalty: 3636.184814
	Iteration 8F: 3 clusters Score -9254277 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -9258482.000000 Penalty: 3636.184814
	Iteration 9F: 3 clusters Score -9258482 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -9261551.000000 Penalty: 3636.184814
	Iteration 10F: 3 clusters Score -9261551 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -9262906.000000 Penalty: 3636.184814
	Iteration 11Q: 3 clusters Score -9262906 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -9263642.000000 Penalty: 3636.184814
	Iteration 12Q: 3 clusters Score -9263642 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -9264147.000000 Penalty: 3636.184814
	Iteration 13Q: 3 clusters Score -9264147 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -9264558.000000 Penalty: 3636.184814
	Iteration 14Q: 3 clusters Score -9264558 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -9264847.000000 Penalty: 3636.184814
	Iteration 15Q: 3 clusters Score -9264847 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -9265181.000000 Penalty: 3636.184814
	Iteration 16Q: 3 clusters Score -9265181 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -9265411.000000 Penalty: 3636.184814
	Iteration 17Q: 3 clusters Score -9265411 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -9265645.000000 Penalty: 3636.184814
	Iteration 18Q: 3 clusters Score -9265645 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -9265925.000000 Penalty: 3636.184814
	Iteration 19Q: 3 clusters Score -9265925 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -9266194.000000 Penalty: 3636.184814
	Iteration 20F: 3 clusters Score -9266194 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -9266378.000000 Penalty: 3636.184814
	Iteration 21Q: 3 clusters Score -9266378 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -9266596.000000 Penalty: 3636.184814
	Iteration 22Q: 3 clusters Score -9266596 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -9266853.000000 Penalty: 3636.184814
	Iteration 23Q: 3 clusters Score -9266853 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -9267021.000000 Penalty: 3636.184814
	Iteration 24Q: 3 clusters Score -9267021 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -9267244.000000 Penalty: 3636.184814
	Iteration 25Q: 3 clusters Score -9267244 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -9267402.000000 Penalty: 3636.184814
	Iteration 26Q: 3 clusters Score -9267402 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -9267583.000000 Penalty: 3636.184814
	Iteration 27Q: 3 clusters Score -9267583 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -9267725.000000 Penalty: 3636.184814
	Iteration 28Q: 3 clusters Score -9267725 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -9267882.000000 Penalty: 3636.184814
	Iteration 29Q: 3 clusters Score -9267882 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -9267987.000000 Penalty: 3636.184814
	Iteration 30Q: 3 clusters Score -9267987 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -9268134.000000 Penalty: 3636.184814
	Iteration 31Q: 3 clusters Score -9268134 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -9268222.000000 Penalty: 3636.184814
	Iteration 32Q: 3 clusters Score -9268222 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -9268294.000000 Penalty: 3636.184814
	Iteration 33Q: 3 clusters Score -9268294 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -9268414.000000 Penalty: 3636.184814
	Iteration 34Q: 3 clusters Score -9268414 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -9268454.000000 Penalty: 3636.184814
	Iteration 35Q: 3 clusters Score -9268454 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -9268523.000000 Penalty: 3636.184814
	Iteration 36Q: 3 clusters Score -9268523 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -9268550.000000 Penalty: 3636.184814
	Iteration 37Q: 3 clusters Score -9268550 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -9268615.000000 Penalty: 3636.184814
	Iteration 38Q: 3 clusters Score -9268615 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -9268677.000000 Penalty: 3636.184814
	Iteration 39Q: 3 clusters Score -9268677 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -9268726.000000 Penalty: 3636.184814
	Iteration 40F: 3 clusters Score -9268726 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -9268755.000000 Penalty: 3636.184814
	Iteration 41Q: 3 clusters Score -9268755 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -9268752.000000 Penalty: 3636.184814
	Iteration 42Q: 3 clusters Score -9268752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -9268746.000000 Penalty: 3636.184814
	Iteration 43Q: 3 clusters Score -9268746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -9268751.000000 Penalty: 3636.184814
	Iteration 44Q: 3 clusters Score -9268751 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -9268785.000000 Penalty: 3636.184814
	Iteration 45Q: 3 clusters Score -9268785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -9268801.000000 Penalty: 3636.184814
	Iteration 46Q: 3 clusters Score -9268801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -9268816.000000 Penalty: 3636.184814
	Iteration 47Q: 3 clusters Score -9268816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -9268831.000000 Penalty: 3636.184814
	Iteration 48Q: 3 clusters Score -9268831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 69931 members 
Entering Unmasked Estep 
Score: -9268814.000000 Penalty: 3636.184814
	Iteration 49Q: 3 clusters Score -9268814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 69973 members 
Entering Unmasked Estep 
Score: -9268828.000000 Penalty: 3636.184814
	Iteration 50Q: 3 clusters Score -9268828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -9268819.000000 Penalty: 3636.184814
	Iteration 51Q: 3 clusters Score -9268819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -9268828.000000 Penalty: 3636.184814
	Iteration 52Q: 3 clusters Score -9268828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -9268838.000000 Penalty: 3636.184814
	Iteration 53Q: 3 clusters Score -9268838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -9268846.000000 Penalty: 3636.184814
	Iteration 54Q: 3 clusters Score -9268846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -9268861.000000 Penalty: 3636.184814
	Iteration 55Q: 3 clusters Score -9268861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -9268856.000000 Penalty: 3636.184814
	Iteration 56Q: 3 clusters Score -9268856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -9268848.000000 Penalty: 3636.184814
	Iteration 57Q: 3 clusters Score -9268848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -9268854.000000 Penalty: 3636.184814
	Iteration 58Q: 3 clusters Score -9268854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -9268858.000000 Penalty: 3636.184814
	Iteration 59Q: 3 clusters Score -9268858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -9268862.000000 Penalty: 3636.184814
	Iteration 60F: 3 clusters Score -9268862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -9268856.000000 Penalty: 3636.184814
	Iteration 61Q: 3 clusters Score -9268856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -9268852.000000 Penalty: 3636.184814
	Iteration 62Q: 3 clusters Score -9268852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -9268859.000000 Penalty: 3636.184814
	Iteration 63Q: 3 clusters Score -9268859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 70246 members 
Entering Unmasked Estep 
Score: -9268861.000000 Penalty: 3636.184814
	Iteration 64Q: 3 clusters Score -9268861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -9268863.000000 Penalty: 3636.184814
	Iteration 65Q: 3 clusters Score -9268863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -9268867.000000 Penalty: 3636.184814
	Iteration 66Q: 3 clusters Score -9268867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -9268861.000000 Penalty: 3636.184814
	Iteration 67Q: 3 clusters Score -9268861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -9268865.000000 Penalty: 3636.184814
	Iteration 68Q: 3 clusters Score -9268865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -9268872.000000 Penalty: 3636.184814
	Iteration 69Q: 3 clusters Score -9268872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -9268865.000000 Penalty: 3636.184814
	Iteration 70Q: 3 clusters Score -9268865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -9268864.000000 Penalty: 3636.184814
	Iteration 71Q: 3 clusters Score -9268864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -9268869.000000 Penalty: 3636.184814
	Iteration 72Q: 3 clusters Score -9268869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -9268873.000000 Penalty: 3636.184814
	Iteration 73Q: 3 clusters Score -9268873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -9268877.000000 Penalty: 3636.184814
	Iteration 74Q: 3 clusters Score -9268877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -9268879.000000 Penalty: 3636.184814
	Iteration 75Q: 3 clusters Score -9268879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -9268879.000000 Penalty: 3636.184814
	Iteration 76F: 3 clusters Score -9268879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42684.496094 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -42684.5 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 180 members 
Entering Unmasked Estep 
Score: -41783.773438 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -41783.77 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42135.109375 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -42135.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42349.421875 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -42349.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42552.878906 Penalty: 1952.864380
	Iteration 3F: 3 clusters Score -42552.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42692.796875 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -42692.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42882.789062 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -42882.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42923.082031 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -42923.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42966.269531 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -42966.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42971.847656 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -42971.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42974.636719 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -42974.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42982.144531 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -42982.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42989.984375 Penalty: 1952.864380
	Iteration 11Q: 3 clusters Score -42989.98 nChanged 1
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: -42994.300781 Penalty: 1952.864380
	Iteration 12Q: 3 clusters Score -42994.3 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: -42994.300781 Penalty: 1952.864380
	Iteration 13F: 3 clusters Score -42994.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 91386 members 
Mstep: Class 4 contains 10752 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31870 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72277 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 77029 members 
Mstep: Class 15 contains 75279 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 49913 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36637 members 
Entering Unmasked Estep 
Score: -69532648.000000 Penalty: 42966.859375
Splitting cluster 9 changes total score from -69533440.000000 to -69532648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -14112.992188 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -14112.99 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: -13430.617188 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -13430.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13579.411133 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -13579.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13602.038086 Penalty: 1770.189575
	Iteration 2Q: 3 clusters Score -13602.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13617.267578 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -13617.27 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: -13625.495117 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -13625.5 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: -13634.762695 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -13634.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13636.539062 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -13636.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13636.539062 Penalty: 1770.189575
	Iteration 7F: 3 clusters Score -13636.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -134262.500000 Penalty: 1138.735107
	Iteration 0F: 2 clusters Score -134262.5 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 566 members 
Entering Unmasked Estep 
Score: -132763.718750 Penalty: 2277.470215
	Iteration 0F: 3 clusters Score -132763.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -133035.750000 Penalty: 2277.470215
	Iteration 1F: 3 clusters Score -133035.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -133110.265625 Penalty: 2277.470215
	Iteration 2F: 3 clusters Score -133110.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133149.906250 Penalty: 2277.470215
	Iteration 3Q: 3 clusters Score -133149.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133172.187500 Penalty: 2277.470215
	Iteration 4Q: 3 clusters Score -133172.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133182.546875 Penalty: 2277.470215
	Iteration 5Q: 3 clusters Score -133182.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133188.062500 Penalty: 2277.470215
	Iteration 6Q: 3 clusters Score -133188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133192.234375 Penalty: 2277.470215
	Iteration 7Q: 3 clusters Score -133192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133193.968750 Penalty: 2277.470215
	Iteration 8Q: 3 clusters Score -133194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133193.968750 Penalty: 2277.470215
	Iteration 9F: 3 clusters Score -133194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -21072.921875 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -21072.92 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 104 members 
Entering Unmasked Estep 
Score: -20324.693359 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -20324.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20448.662109 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -20448.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20472.992188 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -20472.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20480.828125 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -20480.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20498.943359 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -20498.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20499.458984 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -20499.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20499.458984 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -20499.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Entering Unmasked Estep 
Score: -842643.437500 Penalty: 1438.162598
	Iteration 0F: 2 clusters Score -842643.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -837449.062500 Penalty: 2876.325195
	Iteration 0F: 3 clusters Score -837449.1 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -839070.687500 Penalty: 2876.325195
	Iteration 1F: 3 clusters Score -839070.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -839298.750000 Penalty: 2876.325195
	Iteration 2F: 3 clusters Score -839298.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -839434.937500 Penalty: 2876.325195
	Iteration 3Q: 3 clusters Score -839434.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -839543.375000 Penalty: 2876.325195
	Iteration 4Q: 3 clusters Score -839543.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -839626.625000 Penalty: 2876.325195
	Iteration 5Q: 3 clusters Score -839626.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -839705.125000 Penalty: 2876.325195
	Iteration 6Q: 3 clusters Score -839705.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -839791.375000 Penalty: 2876.325195
	Iteration 7Q: 3 clusters Score -839791.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -839893.250000 Penalty: 2876.325195
	Iteration 8Q: 3 clusters Score -839893.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -840010.875000 Penalty: 2876.325195
	Iteration 9Q: 3 clusters Score -840010.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -840171.187500 Penalty: 2876.325195
	Iteration 10Q: 3 clusters Score -840171.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -840378.437500 Penalty: 2876.325195
	Iteration 11Q: 3 clusters Score -840378.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -840576.062500 Penalty: 2876.325195
	Iteration 12Q: 3 clusters Score -840576.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -840751.687500 Penalty: 2876.325195
	Iteration 13Q: 3 clusters Score -840751.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -840911.375000 Penalty: 2876.325195
	Iteration 14Q: 3 clusters Score -840911.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -841048.937500 Penalty: 2876.325195
	Iteration 15Q: 3 clusters Score -841048.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -841155.750000 Penalty: 2876.325195
	Iteration 16Q: 3 clusters Score -841155.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -841226.250000 Penalty: 2876.325195
	Iteration 17Q: 3 clusters Score -841226.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -841267.187500 Penalty: 2876.325195
	Iteration 18Q: 3 clusters Score -841267.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -841299.687500 Penalty: 2876.325195
	Iteration 19Q: 3 clusters Score -841299.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -841324.000000 Penalty: 2876.325195
	Iteration 20F: 3 clusters Score -841324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -841348.875000 Penalty: 2876.325195
	Iteration 21Q: 3 clusters Score -841348.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -841366.312500 Penalty: 2876.325195
	Iteration 22Q: 3 clusters Score -841366.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -841388.062500 Penalty: 2876.325195
	Iteration 23Q: 3 clusters Score -841388.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -841409.937500 Penalty: 2876.325195
	Iteration 24Q: 3 clusters Score -841409.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -841422.500000 Penalty: 2876.325195
	Iteration 25Q: 3 clusters Score -841422.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -841443.000000 Penalty: 2876.325195
	Iteration 26Q: 3 clusters Score -841443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -841454.937500 Penalty: 2876.325195
	Iteration 27Q: 3 clusters Score -841454.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -841468.562500 Penalty: 2876.325195
	Iteration 28Q: 3 clusters Score -841468.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -841474.750000 Penalty: 2876.325195
	Iteration 29Q: 3 clusters Score -841474.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -841482.500000 Penalty: 2876.325195
	Iteration 30Q: 3 clusters Score -841482.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -841490.687500 Penalty: 2876.325195
	Iteration 31Q: 3 clusters Score -841490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -841494.625000 Penalty: 2876.325195
	Iteration 32Q: 3 clusters Score -841494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -841499.937500 Penalty: 2876.325195
	Iteration 33Q: 3 clusters Score -841499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -841501.500000 Penalty: 2876.325195
	Iteration 34Q: 3 clusters Score -841501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -841504.312500 Penalty: 2876.325195
	Iteration 35Q: 3 clusters Score -841504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -841504.437500 Penalty: 2876.325195
	Iteration 36Q: 3 clusters Score -841504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -841504.437500 Penalty: 2876.325195
	Iteration 37F: 3 clusters Score -841504.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Entering Unmasked Estep 
Score: -9929217.000000 Penalty: 1828.439697
	Iteration 0F: 2 clusters Score -9929217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -9878770.000000 Penalty: 3656.879395
	Iteration 0F: 3 clusters Score -9878770 nChanged 36471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -9899955.000000 Penalty: 3656.879395
	Iteration 1F: 3 clusters Score -9899955 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -9900727.000000 Penalty: 3656.879395
	Iteration 2Q: 3 clusters Score -9900727 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -9901826.000000 Penalty: 3656.879395
	Iteration 3Q: 3 clusters Score -9901826 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -9903804.000000 Penalty: 3656.879395
	Iteration 4F: 3 clusters Score -9903804 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -9907252.000000 Penalty: 3656.879395
	Iteration 5F: 3 clusters Score -9907252 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -9912396.000000 Penalty: 3656.879395
	Iteration 6F: 3 clusters Score -9912396 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -9918321.000000 Penalty: 3656.879395
	Iteration 7F: 3 clusters Score -9918321 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -9923180.000000 Penalty: 3656.879395
	Iteration 8F: 3 clusters Score -9923180 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9925800.000000 Penalty: 3656.879395
	Iteration 9Q: 3 clusters Score -9925800 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9926883.000000 Penalty: 3656.879395
	Iteration 10Q: 3 clusters Score -9926883 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9927268.000000 Penalty: 3656.879395
	Iteration 11Q: 3 clusters Score -9927268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9927434.000000 Penalty: 3656.879395
	Iteration 12Q: 3 clusters Score -9927434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9927490.000000 Penalty: 3656.879395
	Iteration 13Q: 3 clusters Score -9927490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9927527.000000 Penalty: 3656.879395
	Iteration 14Q: 3 clusters Score -9927527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9927566.000000 Penalty: 3656.879395
	Iteration 15Q: 3 clusters Score -9927566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9927577.000000 Penalty: 3656.879395
	Iteration 16Q: 3 clusters Score -9927577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9927606.000000 Penalty: 3656.879395
	Iteration 17Q: 3 clusters Score -9927606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9927609.000000 Penalty: 3656.879395
	Iteration 18Q: 3 clusters Score -9927609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9927613.000000 Penalty: 3656.879395
	Iteration 19Q: 3 clusters Score -9927613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9927625.000000 Penalty: 3656.879395
	Iteration 20F: 3 clusters Score -9927625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Entering Unmasked Estep 
Score: -9710239.000000 Penalty: 1824.705444
	Iteration 0F: 2 clusters Score -9710239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -9660653.000000 Penalty: 3649.410889
	Iteration 0F: 3 clusters Score -9660653 nChanged 35876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -9681451.000000 Penalty: 3649.410889
	Iteration 1F: 3 clusters Score -9681451 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -9682153.000000 Penalty: 3649.410889
	Iteration 2Q: 3 clusters Score -9682153 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -9683105.000000 Penalty: 3649.410889
	Iteration 3Q: 3 clusters Score -9683105 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -9684295.000000 Penalty: 3649.410889
	Iteration 4Q: 3 clusters Score -9684295 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -9686258.000000 Penalty: 3649.410889
	Iteration 5F: 3 clusters Score -9686258 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -9689145.000000 Penalty: 3649.410889
	Iteration 6F: 3 clusters Score -9689145 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -9693068.000000 Penalty: 3649.410889
	Iteration 7F: 3 clusters Score -9693068 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -9697528.000000 Penalty: 3649.410889
	Iteration 8F: 3 clusters Score -9697528 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -9701096.000000 Penalty: 3649.410889
	Iteration 9F: 3 clusters Score -9701096 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -9703169.000000 Penalty: 3649.410889
	Iteration 10Q: 3 clusters Score -9703169 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -9704297.000000 Penalty: 3649.410889
	Iteration 11Q: 3 clusters Score -9704297 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -9705106.000000 Penalty: 3649.410889
	Iteration 12Q: 3 clusters Score -9705106 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -9705874.000000 Penalty: 3649.410889
	Iteration 13Q: 3 clusters Score -9705874 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -9706471.000000 Penalty: 3649.410889
	Iteration 14Q: 3 clusters Score -9706471 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -9706978.000000 Penalty: 3649.410889
	Iteration 15Q: 3 clusters Score -9706978 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 70744 members 
Entering Unmasked Estep 
Score: -9707445.000000 Penalty: 3649.410889
	Iteration 16Q: 3 clusters Score -9707445 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -9707869.000000 Penalty: 3649.410889
	Iteration 17Q: 3 clusters Score -9707869 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -9708162.000000 Penalty: 3649.410889
	Iteration 18Q: 3 clusters Score -9708162 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -9708302.000000 Penalty: 3649.410889
	Iteration 19Q: 3 clusters Score -9708302 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -9708414.000000 Penalty: 3649.410889
	Iteration 20F: 3 clusters Score -9708414 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -9708529.000000 Penalty: 3649.410889
	Iteration 21Q: 3 clusters Score -9708529 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -9708601.000000 Penalty: 3649.410889
	Iteration 22Q: 3 clusters Score -9708601 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -9708647.000000 Penalty: 3649.410889
	Iteration 23Q: 3 clusters Score -9708647 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -9708686.000000 Penalty: 3649.410889
	Iteration 24Q: 3 clusters Score -9708686 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -9708723.000000 Penalty: 3649.410889
	Iteration 25Q: 3 clusters Score -9708723 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -9708747.000000 Penalty: 3649.410889
	Iteration 26Q: 3 clusters Score -9708747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -9708764.000000 Penalty: 3649.410889
	Iteration 27Q: 3 clusters Score -9708764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -9708772.000000 Penalty: 3649.410889
	Iteration 28Q: 3 clusters Score -9708772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -9708790.000000 Penalty: 3649.410889
	Iteration 29Q: 3 clusters Score -9708790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -9708789.000000 Penalty: 3649.410889
	Iteration 30Q: 3 clusters Score -9708789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -9708801.000000 Penalty: 3649.410889
	Iteration 31Q: 3 clusters Score -9708801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -9708809.000000 Penalty: 3649.410889
	Iteration 32Q: 3 clusters Score -9708809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -9708816.000000 Penalty: 3649.410889
	Iteration 33Q: 3 clusters Score -9708816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -9708816.000000 Penalty: 3649.410889
	Iteration 34Q: 3 clusters Score -9708816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -9708821.000000 Penalty: 3649.410889
	Iteration 35Q: 3 clusters Score -9708821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -9708817.000000 Penalty: 3649.410889
	Iteration 36Q: 3 clusters Score -9708817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -9708817.000000 Penalty: 3649.410889
	Iteration 37F: 3 clusters Score -9708817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -11202.122070 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -11202.12 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 130 members 
Entering Unmasked Estep 
Score: -10581.950195 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -10581.95 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10852.633789 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -10852.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11100.385742 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -11100.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11179.316406 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -11179.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11205.462891 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -11205.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11208.282227 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -11208.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11215.601562 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -11215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11215.601562 Penalty: 1787.908936
	Iteration 7F: 3 clusters Score -11215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 91386 members 
Mstep: Class 4 contains 10752 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31870 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72277 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 77029 members 
Mstep: Class 15 contains 75279 members 
Mstep: Class 16 contains 84 members 
Mstep: Class 17 contains 161 members 
Mstep: Class 18 contains 49913 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36637 members 
Entering Unmasked Estep 
Score: -69532288.000000 Penalty: 42966.859375
Splitting cluster 16 changes total score from -69533440.000000 to -69532288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (49913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Entering Unmasked Estep 
Score: -6421287.500000 Penalty: 1757.931030
	Iteration 0F: 2 clusters Score -6421288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -6387923.000000 Penalty: 3515.862061
	Iteration 0F: 3 clusters Score -6387923 nChanged 23337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -6401231.000000 Penalty: 3515.862061
	Iteration 1F: 3 clusters Score -6401231 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -6402112.500000 Penalty: 3515.862061
	Iteration 2Q: 3 clusters Score -6402112 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -6403292.500000 Penalty: 3515.862061
	Iteration 3F: 3 clusters Score -6403292 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -6404869.500000 Penalty: 3515.862061
	Iteration 4F: 3 clusters Score -6404870 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -6406680.500000 Penalty: 3515.862061
	Iteration 5F: 3 clusters Score -6406680 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -6408543.000000 Penalty: 3515.862061
	Iteration 6F: 3 clusters Score -6408543 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -6410275.500000 Penalty: 3515.862061
	Iteration 7F: 3 clusters Score -6410276 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -6411889.500000 Penalty: 3515.862061
	Iteration 8F: 3 clusters Score -6411890 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -6413534.000000 Penalty: 3515.862061
	Iteration 9F: 3 clusters Score -6413534 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -6415107.000000 Penalty: 3515.862061
	Iteration 10Q: 3 clusters Score -6415107 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -6416464.500000 Penalty: 3515.862061
	Iteration 11Q: 3 clusters Score -6416464 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6417640.500000 Penalty: 3515.862061
	Iteration 12Q: 3 clusters Score -6417640 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6418468.000000 Penalty: 3515.862061
	Iteration 13Q: 3 clusters Score -6418468 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6418996.500000 Penalty: 3515.862061
	Iteration 14Q: 3 clusters Score -6418996 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6419337.500000 Penalty: 3515.862061
	Iteration 15Q: 3 clusters Score -6419338 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6419557.000000 Penalty: 3515.862061
	Iteration 16Q: 3 clusters Score -6419557 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6419705.500000 Penalty: 3515.862061
	Iteration 17Q: 3 clusters Score -6419706 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6419766.000000 Penalty: 3515.862061
	Iteration 18Q: 3 clusters Score -6419766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6419804.500000 Penalty: 3515.862061
	Iteration 19Q: 3 clusters Score -6419804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6419831.000000 Penalty: 3515.862061
	Iteration 20F: 3 clusters Score -6419831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6419841.500000 Penalty: 3515.862061
	Iteration 21Q: 3 clusters Score -6419842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6419848.000000 Penalty: 3515.862061
	Iteration 22Q: 3 clusters Score -6419848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6419853.000000 Penalty: 3515.862061
	Iteration 23Q: 3 clusters Score -6419853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6419862.500000 Penalty: 3515.862061
	Iteration 24Q: 3 clusters Score -6419862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6419866.500000 Penalty: 3515.862061
	Iteration 25Q: 3 clusters Score -6419866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6419875.500000 Penalty: 3515.862061
	Iteration 26Q: 3 clusters Score -6419876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6419875.000000 Penalty: 3515.862061
	Iteration 27Q: 3 clusters Score -6419875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6419870.500000 Penalty: 3515.862061
	Iteration 28Q: 3 clusters Score -6419870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6419870.000000 Penalty: 3515.862061
	Iteration 29Q: 3 clusters Score -6419870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6419877.000000 Penalty: 3515.862061
	Iteration 30Q: 3 clusters Score -6419877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6419882.000000 Penalty: 3515.862061
	Iteration 31Q: 3 clusters Score -6419882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6419880.000000 Penalty: 3515.862061
	Iteration 32Q: 3 clusters Score -6419880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6419878.000000 Penalty: 3515.862061
	Iteration 33Q: 3 clusters Score -6419878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6419879.500000 Penalty: 3515.862061
	Iteration 34Q: 3 clusters Score -6419880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6419886.000000 Penalty: 3515.862061
	Iteration 35Q: 3 clusters Score -6419886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6419891.000000 Penalty: 3515.862061
	Iteration 36Q: 3 clusters Score -6419891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6419885.500000 Penalty: 3515.862061
	Iteration 37Q: 3 clusters Score -6419886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6419887.500000 Penalty: 3515.862061
	Iteration 38Q: 3 clusters Score -6419888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6419885.500000 Penalty: 3515.862061
	Iteration 39Q: 3 clusters Score -6419886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6419884.000000 Penalty: 3515.862061
	Iteration 40F: 3 clusters Score -6419884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6419908.000000 Penalty: 3515.862061
	Iteration 41Q: 3 clusters Score -6419908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6419902.500000 Penalty: 3515.862061
	Iteration 42Q: 3 clusters Score -6419902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6419907.500000 Penalty: 3515.862061
	Iteration 43Q: 3 clusters Score -6419908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6419907.000000 Penalty: 3515.862061
	Iteration 44Q: 3 clusters Score -6419907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6419914.500000 Penalty: 3515.862061
	Iteration 45Q: 3 clusters Score -6419914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6419916.000000 Penalty: 3515.862061
	Iteration 46Q: 3 clusters Score -6419916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6419932.500000 Penalty: 3515.862061
	Iteration 47Q: 3 clusters Score -6419932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6419927.500000 Penalty: 3515.862061
	Iteration 48Q: 3 clusters Score -6419928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6419934.000000 Penalty: 3515.862061
	Iteration 49Q: 3 clusters Score -6419934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6419933.000000 Penalty: 3515.862061
	Iteration 50Q: 3 clusters Score -6419933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6419935.000000 Penalty: 3515.862061
	Iteration 51Q: 3 clusters Score -6419935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6419943.000000 Penalty: 3515.862061
	Iteration 52Q: 3 clusters Score -6419943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6419945.000000 Penalty: 3515.862061
	Iteration 53Q: 3 clusters Score -6419945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6419945.500000 Penalty: 3515.862061
	Iteration 54Q: 3 clusters Score -6419946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6419950.500000 Penalty: 3515.862061
	Iteration 55Q: 3 clusters Score -6419950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6419950.500000 Penalty: 3515.862061
	Iteration 56F: 3 clusters Score -6419950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -304041.187500 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -304041.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -301703.468750 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -301703.5 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -302226.437500 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -302226.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -302338.093750 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -302338.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -302390.687500 Penalty: 2531.572754
	Iteration 3Q: 3 clusters Score -302390.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -302433.343750 Penalty: 2531.572754
	Iteration 4Q: 3 clusters Score -302433.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -302463.312500 Penalty: 2531.572754
	Iteration 5Q: 3 clusters Score -302463.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -302481.750000 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -302481.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -302500.687500 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -302500.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -302513.531250 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -302513.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -302525.062500 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -302525.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -302536.781250 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -302536.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -302544.437500 Penalty: 2531.572754
	Iteration 11Q: 3 clusters Score -302544.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -302549.718750 Penalty: 2531.572754
	Iteration 12Q: 3 clusters Score -302549.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -302555.250000 Penalty: 2531.572754
	Iteration 13Q: 3 clusters Score -302555.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -302558.343750 Penalty: 2531.572754
	Iteration 14Q: 3 clusters Score -302558.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -302560.562500 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -302560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -302562.000000 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -302562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -302562.562500 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -302562.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -302564.000000 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -302564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -302564.000000 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -302564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -302564.562500 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -302564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -302564.875000 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -302564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -302564.875000 Penalty: 2531.572754
	Iteration 22F: 3 clusters Score -302564.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Entering Unmasked Estep 
Score: -4715293.500000 Penalty: 1707.682251
	Iteration 0F: 2 clusters Score -4715294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4690725.000000 Penalty: 3415.364502
	Iteration 0F: 3 clusters Score -4690725 nChanged 17135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4700470.500000 Penalty: 3415.364502
	Iteration 1F: 3 clusters Score -4700470 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4701028.000000 Penalty: 3415.364502
	Iteration 2Q: 3 clusters Score -4701028 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -4701592.500000 Penalty: 3415.364502
	Iteration 3Q: 3 clusters Score -4701592 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -4702308.000000 Penalty: 3415.364502
	Iteration 4Q: 3 clusters Score -4702308 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4703199.500000 Penalty: 3415.364502
	Iteration 5Q: 3 clusters Score -4703200 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4704355.000000 Penalty: 3415.364502
	Iteration 6F: 3 clusters Score -4704355 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -4705721.000000 Penalty: 3415.364502
	Iteration 7F: 3 clusters Score -4705721 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4707180.500000 Penalty: 3415.364502
	Iteration 8F: 3 clusters Score -4707180 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -4708165.500000 Penalty: 3415.364502
	Iteration 9F: 3 clusters Score -4708166 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -4708674.000000 Penalty: 3415.364502
	Iteration 10Q: 3 clusters Score -4708674 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -4708882.500000 Penalty: 3415.364502
	Iteration 11Q: 3 clusters Score -4708882 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4709031.000000 Penalty: 3415.364502
	Iteration 12Q: 3 clusters Score -4709031 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -4709110.500000 Penalty: 3415.364502
	Iteration 13Q: 3 clusters Score -4709110 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4709184.500000 Penalty: 3415.364502
	Iteration 14Q: 3 clusters Score -4709184 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -4709276.500000 Penalty: 3415.364502
	Iteration 15Q: 3 clusters Score -4709276 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4709339.500000 Penalty: 3415.364502
	Iteration 16Q: 3 clusters Score -4709340 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4709406.000000 Penalty: 3415.364502
	Iteration 17Q: 3 clusters Score -4709406 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -4709486.000000 Penalty: 3415.364502
	Iteration 18Q: 3 clusters Score -4709486 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4709554.000000 Penalty: 3415.364502
	Iteration 19Q: 3 clusters Score -4709554 nChanged 369
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Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4709656 nChanged 376
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Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4709912 nChanged 479
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Mstep: Class 2 contains 12100 members 
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Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 10748 members 
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Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4710906 nChanged 621
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Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4711191 nChanged 606
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Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 9157 members 
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	Iteration 29Q: 3 clusters Score -4711493 nChanged 571
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Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4711768 nChanged 543
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Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4711964 nChanged 485
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Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4712142 nChanged 436
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Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4712254 nChanged 399
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Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4712351 nChanged 366
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Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4712460 nChanged 343
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Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4712570 nChanged 355
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Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 5941 members 
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	Iteration 37Q: 3 clusters Score -4712666 nChanged 359
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Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4712776 nChanged 348
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Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4712844 nChanged 320
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Mstep: Class 1 contains 31713 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4712943 nChanged 277
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Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4713027 nChanged 261
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Mstep: Class 1 contains 32247 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4713098 nChanged 235
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Mstep: Class 1 contains 32482 members 
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	Iteration 43Q: 3 clusters Score -4713168 nChanged 229
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Mstep: Class 1 contains 32711 members 
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Mstep: Class 1 contains 32922 members 
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	Iteration 45Q: 3 clusters Score -4713276 nChanged 193
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Mstep: Class 1 contains 33115 members 
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Mstep: Class 1 contains 33282 members 
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	Iteration 47Q: 3 clusters Score -4713368 nChanged 158
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Mstep: Class 1 contains 33438 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4713416 nChanged 155
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Mstep: Class 1 contains 33591 members 
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	Iteration 49Q: 3 clusters Score -4713458 nChanged 141
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Mstep: Class 1 contains 33730 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4713514 nChanged 132
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Mstep: Class 1 contains 33862 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4713525 nChanged 106
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Mstep: Class 1 contains 33968 members 
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	Iteration 52Q: 3 clusters Score -4713556 nChanged 116
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Mstep: Class 1 contains 34080 members 
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	Iteration 53Q: 3 clusters Score -4713583 nChanged 91
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Mstep: Class 1 contains 34169 members 
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	Iteration 54Q: 3 clusters Score -4713597 nChanged 95
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Mstep: Class 1 contains 34264 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4713620 nChanged 81
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Mstep: Class 1 contains 34343 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4713648 nChanged 75
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Mstep: Class 1 contains 34418 members 
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	Iteration 57Q: 3 clusters Score -4713671 nChanged 68
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	Iteration 58Q: 3 clusters Score -4713692 nChanged 66
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Mstep: Class 1 contains 34542 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4713706 nChanged 57
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Mstep: Class 1 contains 34595 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4713722 nChanged 57
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Mstep: Class 1 contains 34644 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4713737 nChanged 54
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Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4713739 nChanged 48
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Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4713755 nChanged 30
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Mstep: Class 1 contains 34766 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4713750 nChanged 26
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Mstep: Class 1 contains 34792 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4713759 nChanged 30
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Mstep: Class 1 contains 34820 members 
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	Iteration 66Q: 3 clusters Score -4713768 nChanged 33
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Mstep: Class 1 contains 34847 members 
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	Iteration 67Q: 3 clusters Score -4713773 nChanged 37
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	Iteration 68Q: 3 clusters Score -4713782 nChanged 33
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	Iteration 69Q: 3 clusters Score -4713786 nChanged 36
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	Iteration 70Q: 3 clusters Score -4713791 nChanged 43
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	Iteration 71Q: 3 clusters Score -4713808 nChanged 35
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	Iteration 72Q: 3 clusters Score -4713811 nChanged 36
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	Iteration 73Q: 3 clusters Score -4713821 nChanged 30
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	Iteration 74Q: 3 clusters Score -4713827 nChanged 31
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	Iteration 75Q: 3 clusters Score -4713836 nChanged 26
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	Iteration 76Q: 3 clusters Score -4713834 nChanged 24
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	Iteration 77Q: 3 clusters Score -4713834 nChanged 25
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Mstep: Class 1 contains 35165 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4713844 nChanged 31
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Mstep: Class 1 contains 35194 members 
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	Iteration 79Q: 3 clusters Score -4713855 nChanged 28
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Mstep: Class 1 contains 35222 members 
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	Iteration 80F: 3 clusters Score -4713859 nChanged 31
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Mstep: Class 1 contains 35247 members 
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	Iteration 81Q: 3 clusters Score -4713865 nChanged 23
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Mstep: Class 1 contains 35268 members 
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	Iteration 82Q: 3 clusters Score -4713861 nChanged 19
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Mstep: Class 1 contains 35281 members 
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	Iteration 83Q: 3 clusters Score -4713874 nChanged 12
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	Iteration 84Q: 3 clusters Score -4713874 nChanged 9
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	Iteration 85Q: 3 clusters Score -4713878 nChanged 6
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Mstep: Class 1 contains 35300 members 
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	Iteration 86Q: 3 clusters Score -4713876 nChanged 9
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	Iteration 87Q: 3 clusters Score -4713876 nChanged 11
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	Iteration 88Q: 3 clusters Score -4713884 nChanged 8
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Mstep: Class 1 contains 35326 members 
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	Iteration 89Q: 3 clusters Score -4713887 nChanged 4
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	Iteration 90Q: 3 clusters Score -4713886 nChanged 2
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	Iteration 91Q: 3 clusters Score -4713886 nChanged 2
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	Iteration 92Q: 3 clusters Score -4713888 nChanged 4
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	Iteration 93Q: 3 clusters Score -4713883 nChanged 3
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	Iteration 94Q: 3 clusters Score -4713886 nChanged 1
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	Iteration 95Q: 3 clusters Score -4713884 nChanged 1
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	Iteration 96Q: 3 clusters Score -4713882 nChanged 2
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	Iteration 97Q: 3 clusters Score -4713883 nChanged 5
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	Iteration 98Q: 3 clusters Score -4713884 nChanged 7
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	Iteration 99Q: 3 clusters Score -4713888 nChanged 6
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	Iteration 100F: 3 clusters Score -4713884 nChanged 3
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	Iteration 101Q: 3 clusters Score -4713883 nChanged 2
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	Iteration 102Q: 3 clusters Score -4713884 nChanged 3
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	Iteration 103Q: 3 clusters Score -4713884 nChanged 6
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	Iteration 104Q: 3 clusters Score -4713888 nChanged 7
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	Iteration 105Q: 3 clusters Score -4713889 nChanged 4
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	Iteration 106Q: 3 clusters Score -4713899 nChanged 4
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	Iteration 107Q: 3 clusters Score -4713900 nChanged 2
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	Iteration 108Q: 3 clusters Score -4713904 nChanged 3
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	Iteration 109Q: 3 clusters Score -4713903 nChanged 2
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	Iteration 110Q: 3 clusters Score -4713900 nChanged 5
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	Iteration 111Q: 3 clusters Score -4713904 nChanged 4
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	Iteration 112Q: 3 clusters Score -4713902 nChanged 2
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	Iteration 113Q: 3 clusters Score -4713902 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4713903.500000 Penalty: 3415.364502
	Iteration 114Q: 3 clusters Score -4713904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4713907.500000 Penalty: 3415.364502
	Iteration 115Q: 3 clusters Score -4713908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4713906.500000 Penalty: 3415.364502
	Iteration 116Q: 3 clusters Score -4713906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4713903.500000 Penalty: 3415.364502
	Iteration 117Q: 3 clusters Score -4713904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4713903.500000 Penalty: 3415.364502
	Iteration 118F: 3 clusters Score -4713904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 91386 members 
Mstep: Class 4 contains 10752 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31870 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72277 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 77029 members 
Mstep: Class 15 contains 75279 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49913 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533496.000000 Penalty: 40818.515625
Iteration 439Q: 20 clusters Score -6.95335e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 91386 members 
Mstep: Class 4 contains 10752 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31867 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72310 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 77025 members 
Mstep: Class 15 contains 75269 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49916 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533536.000000 Penalty: 40818.515625
Iteration 440F: 20 clusters Score -6.953354e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 91390 members 
Mstep: Class 4 contains 10752 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31865 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72342 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77025 members 
Mstep: Class 15 contains 75258 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49917 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533544.000000 Penalty: 40818.515625
Iteration 441Q: 20 clusters Score -6.953354e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 91386 members 
Mstep: Class 4 contains 10752 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31866 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72375 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6974 members 
Mstep: Class 14 contains 77027 members 
Mstep: Class 15 contains 75246 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49919 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533552.000000 Penalty: 40818.515625
Iteration 442Q: 20 clusters Score -6.953355e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 91383 members 
Mstep: Class 4 contains 10753 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31864 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72400 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 77025 members 
Mstep: Class 15 contains 75242 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49924 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 40818.515625
Iteration 443Q: 20 clusters Score -6.953358e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82784 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 91386 members 
Mstep: Class 4 contains 10755 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31858 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72426 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77022 members 
Mstep: Class 15 contains 75237 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49927 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 444Q: 20 clusters Score -6.953358e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 91384 members 
Mstep: Class 4 contains 10755 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31853 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72454 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77021 members 
Mstep: Class 15 contains 75235 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49929 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36484 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 445Q: 20 clusters Score -6.953347e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 91382 members 
Mstep: Class 4 contains 10755 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31849 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72486 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 77018 members 
Mstep: Class 15 contains 75234 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49934 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36455 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 446Q: 20 clusters Score -6.953349e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 91383 members 
Mstep: Class 4 contains 10756 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31847 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72505 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6974 members 
Mstep: Class 14 contains 77016 members 
Mstep: Class 15 contains 75234 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49937 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 447Q: 20 clusters Score -6.953352e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 91385 members 
Mstep: Class 4 contains 10758 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31845 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 72529 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77010 members 
Mstep: Class 15 contains 75231 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49936 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533552.000000 Penalty: 40818.515625
Iteration 448Q: 20 clusters Score -6.953355e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 91381 members 
Mstep: Class 4 contains 10762 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31846 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72558 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77008 members 
Mstep: Class 15 contains 75230 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49935 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36400 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 449Q: 20 clusters Score -6.953356e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 91377 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31843 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72593 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77009 members 
Mstep: Class 15 contains 75231 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49931 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533520.000000 Penalty: 40818.515625
Iteration 450Q: 20 clusters Score -6.953352e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 91371 members 
Mstep: Class 4 contains 10764 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31839 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72635 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 77005 members 
Mstep: Class 15 contains 75235 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49925 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533552.000000 Penalty: 40818.515625
Iteration 451Q: 20 clusters Score -6.953355e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82784 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 91355 members 
Mstep: Class 4 contains 10762 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31837 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72683 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 77002 members 
Mstep: Class 15 contains 75234 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49924 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533472.000000 Penalty: 40818.515625
Iteration 452Q: 20 clusters Score -6.953347e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 91345 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31831 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72718 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6974 members 
Mstep: Class 14 contains 77003 members 
Mstep: Class 15 contains 75236 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49922 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533480.000000 Penalty: 40818.515625
Iteration 453Q: 20 clusters Score -6.953348e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 91335 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31827 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72750 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 77001 members 
Mstep: Class 15 contains 75235 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49923 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533456.000000 Penalty: 40818.515625
Iteration 454Q: 20 clusters Score -6.953346e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 91324 members 
Mstep: Class 4 contains 10764 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31818 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72781 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 77001 members 
Mstep: Class 15 contains 75232 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49926 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533448.000000 Penalty: 40818.515625
Iteration 455Q: 20 clusters Score -6.953345e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 91317 members 
Mstep: Class 4 contains 10766 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31814 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72810 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 76995 members 
Mstep: Class 15 contains 75237 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49932 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533456.000000 Penalty: 40818.515625
Iteration 456Q: 20 clusters Score -6.953346e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 91300 members 
Mstep: Class 4 contains 10766 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31810 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72842 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 76992 members 
Mstep: Class 15 contains 75236 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49939 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533456.000000 Penalty: 40818.515625
Iteration 457Q: 20 clusters Score -6.953346e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 91280 members 
Mstep: Class 4 contains 10766 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31804 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72881 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 76990 members 
Mstep: Class 15 contains 75236 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49945 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533496.000000 Penalty: 40818.515625
Iteration 458Q: 20 clusters Score -6.95335e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 91245 members 
Mstep: Class 4 contains 10766 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31796 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72926 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 76991 members 
Mstep: Class 15 contains 75236 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49953 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36201 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 459Q: 20 clusters Score -6.953358e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 91227 members 
Mstep: Class 4 contains 10767 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31784 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 72977 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 76981 members 
Mstep: Class 15 contains 75231 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49956 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533496.000000 Penalty: 40818.515625
Iteration 460F: 20 clusters Score -6.95335e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 91216 members 
Mstep: Class 4 contains 10767 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31767 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 73012 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 76979 members 
Mstep: Class 15 contains 75225 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49961 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36172 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 461Q: 20 clusters Score -6.953349e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82828 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 91195 members 
Mstep: Class 4 contains 10768 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31750 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 73050 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 76981 members 
Mstep: Class 15 contains 75215 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49968 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36158 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 462Q: 20 clusters Score -6.953348e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 91169 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31746 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 73086 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 76976 members 
Mstep: Class 15 contains 75205 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49977 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36148 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 463Q: 20 clusters Score -6.953338e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82840 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 91147 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31742 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 73124 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 76967 members 
Mstep: Class 15 contains 75200 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49991 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 36133 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 464Q: 20 clusters Score -6.953338e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 91144 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31742 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 73153 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 76960 members 
Mstep: Class 15 contains 75197 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 49996 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 36110 members 
Entering Unmasked Estep 
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Iteration 465Q: 20 clusters Score -6.953338e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 10705 members 
Mstep: Class 3 contains 91135 members 
Mstep: Class 4 contains 10769 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31735 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 73181 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 76954 members 
Mstep: Class 15 contains 75193 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50004 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 36098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533328.000000 Penalty: 40818.515625
Iteration 466Q: 20 clusters Score -6.953333e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82840 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 91137 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31730 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 73200 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 76954 members 
Mstep: Class 15 contains 75189 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50011 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 36081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533272.000000 Penalty: 40818.515625
Iteration 467Q: 20 clusters Score -6.953327e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 91127 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31726 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 73217 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 76953 members 
Mstep: Class 15 contains 75192 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50019 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 36063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533280.000000 Penalty: 40818.515625
Iteration 468Q: 20 clusters Score -6.953328e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 91116 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31725 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73233 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 76949 members 
Mstep: Class 15 contains 75194 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50028 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533272.000000 Penalty: 40818.515625
Iteration 469Q: 20 clusters Score -6.953327e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 10710 members 
Mstep: Class 3 contains 91098 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31724 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73252 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 76950 members 
Mstep: Class 15 contains 75190 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50036 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533336.000000 Penalty: 40818.515625
Iteration 470Q: 20 clusters Score -6.953334e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 91072 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31724 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73272 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 76954 members 
Mstep: Class 15 contains 75188 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50046 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533368.000000 Penalty: 40818.515625
Iteration 471Q: 20 clusters Score -6.953337e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 91052 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31724 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73287 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 76951 members 
Mstep: Class 15 contains 75193 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50056 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 36005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533440.000000 Penalty: 40818.515625
Iteration 472Q: 20 clusters Score -6.953344e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 91043 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31722 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73296 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 76949 members 
Mstep: Class 15 contains 75193 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50059 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 35993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533408.000000 Penalty: 40818.515625
Iteration 473Q: 20 clusters Score -6.953341e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 91044 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31722 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73306 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 76949 members 
Mstep: Class 15 contains 75190 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50061 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533424.000000 Penalty: 40818.515625
Iteration 474Q: 20 clusters Score -6.953342e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 10725 members 
Mstep: Class 3 contains 91040 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31716 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73324 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 76952 members 
Mstep: Class 15 contains 75187 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50062 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 35950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 40818.515625
Iteration 475Q: 20 clusters Score -6.953336e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 10728 members 
Mstep: Class 3 contains 91037 members 
Mstep: Class 4 contains 10769 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31712 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73348 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 76955 members 
Mstep: Class 15 contains 75190 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50065 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 35919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533376.000000 Penalty: 40818.515625
Iteration 476Q: 20 clusters Score -6.953338e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 10732 members 
Mstep: Class 3 contains 91038 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31711 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73361 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 76953 members 
Mstep: Class 15 contains 75193 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50069 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 35888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 40818.515625
Iteration 477Q: 20 clusters Score -6.953336e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 91036 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31708 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73387 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 76950 members 
Mstep: Class 15 contains 75191 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50075 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 40818.515625
Iteration 478Q: 20 clusters Score -6.953336e+07 nChanged 50
Entering ConstructFrom: 
Score: -69533360.000000 Penalty: 40818.515625
Entering ConstructFrom: 
Trying to split cluster 1 (82923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Entering Unmasked Estep 
Score: -10658462.000000 Penalty: 1840.420898
	Iteration 0F: 2 clusters Score -1.065846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -10604591.000000 Penalty: 3680.841797
	Iteration 0F: 3 clusters Score -1.060459e+07 nChanged 39352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -10627818.000000 Penalty: 3680.841797
	Iteration 1F: 3 clusters Score -1.062782e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -10629303.000000 Penalty: 3680.841797
	Iteration 2Q: 3 clusters Score -1.06293e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -10631529.000000 Penalty: 3680.841797
	Iteration 3F: 3 clusters Score -1.063153e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -10634676.000000 Penalty: 3680.841797
	Iteration 4F: 3 clusters Score -1.063468e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -10638619.000000 Penalty: 3680.841797
	Iteration 5F: 3 clusters Score -1.063862e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -10642920.000000 Penalty: 3680.841797
	Iteration 6F: 3 clusters Score -1.064292e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -10646924.000000 Penalty: 3680.841797
	Iteration 7F: 3 clusters Score -1.064692e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -10650222.000000 Penalty: 3680.841797
	Iteration 8F: 3 clusters Score -1.065022e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -10652736.000000 Penalty: 3680.841797
	Iteration 9Q: 3 clusters Score -1.065274e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -10654318.000000 Penalty: 3680.841797
	Iteration 10Q: 3 clusters Score -1.065432e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -10655390.000000 Penalty: 3680.841797
	Iteration 11Q: 3 clusters Score -1.065539e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
Score: -10655960.000000 Penalty: 3680.841797
	Iteration 12Q: 3 clusters Score -1.065596e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -10656299.000000 Penalty: 3680.841797
	Iteration 13Q: 3 clusters Score -1.06563e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -10656543.000000 Penalty: 3680.841797
	Iteration 14Q: 3 clusters Score -1.065654e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -10656691.000000 Penalty: 3680.841797
	Iteration 15Q: 3 clusters Score -1.065669e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -10656750.000000 Penalty: 3680.841797
	Iteration 16Q: 3 clusters Score -1.065675e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -10656817.000000 Penalty: 3680.841797
	Iteration 17Q: 3 clusters Score -1.065682e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -10656858.000000 Penalty: 3680.841797
	Iteration 18Q: 3 clusters Score -1.065686e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 81364 members 
Entering Unmasked Estep 
Score: -10656899.000000 Penalty: 3680.841797
	Iteration 19Q: 3 clusters Score -1.06569e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -10656949.000000 Penalty: 3680.841797
	Iteration 20F: 3 clusters Score -1.065695e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -10656977.000000 Penalty: 3680.841797
	Iteration 21Q: 3 clusters Score -1.065698e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -10656976.000000 Penalty: 3680.841797
	Iteration 22Q: 3 clusters Score -1.065698e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -10657004.000000 Penalty: 3680.841797
	Iteration 23Q: 3 clusters Score -1.0657e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -10657039.000000 Penalty: 3680.841797
	Iteration 24Q: 3 clusters Score -1.065704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -10657036.000000 Penalty: 3680.841797
	Iteration 25Q: 3 clusters Score -1.065704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -10657046.000000 Penalty: 3680.841797
	Iteration 26Q: 3 clusters Score -1.065705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 81620 members 
Entering Unmasked Estep 
Score: -10657049.000000 Penalty: 3680.841797
	Iteration 27Q: 3 clusters Score -1.065705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
Score: -10657072.000000 Penalty: 3680.841797
	Iteration 28Q: 3 clusters Score -1.065707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -10657076.000000 Penalty: 3680.841797
	Iteration 29Q: 3 clusters Score -1.065708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 81650 members 
Entering Unmasked Estep 
Score: -10657088.000000 Penalty: 3680.841797
	Iteration 30Q: 3 clusters Score -1.065709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -10657081.000000 Penalty: 3680.841797
	Iteration 31Q: 3 clusters Score -1.065708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -10657093.000000 Penalty: 3680.841797
	Iteration 32Q: 3 clusters Score -1.065709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -10657086.000000 Penalty: 3680.841797
	Iteration 33Q: 3 clusters Score -1.065709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -10657080.000000 Penalty: 3680.841797
	Iteration 34Q: 3 clusters Score -1.065708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 81689 members 
Entering Unmasked Estep 
Score: -10657083.000000 Penalty: 3680.841797
	Iteration 35Q: 3 clusters Score -1.065708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -10657081.000000 Penalty: 3680.841797
	Iteration 36Q: 3 clusters Score -1.065708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -10657082.000000 Penalty: 3680.841797
	Iteration 37Q: 3 clusters Score -1.065708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -10657079.000000 Penalty: 3680.841797
	Iteration 38Q: 3 clusters Score -1.065708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 81716 members 
Entering Unmasked Estep 
Score: -10657082.000000 Penalty: 3680.841797
	Iteration 39Q: 3 clusters Score -1.065708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 81722 members 
Entering Unmasked Estep 
Score: -10657087.000000 Penalty: 3680.841797
	Iteration 40F: 3 clusters Score -1.065709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -10657089.000000 Penalty: 3680.841797
	Iteration 41Q: 3 clusters Score -1.065709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -10657092.000000 Penalty: 3680.841797
	Iteration 42Q: 3 clusters Score -1.065709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 81724 members 
Entering Unmasked Estep 
Score: -10657092.000000 Penalty: 3680.841797
	Iteration 43Q: 3 clusters Score -1.065709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -10657088.000000 Penalty: 3680.841797
	Iteration 44Q: 3 clusters Score -1.065709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -10657088.000000 Penalty: 3680.841797
	Iteration 45F: 3 clusters Score -1.065709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Entering Unmasked Estep 
Score: -1356452.000000 Penalty: 1508.190430
	Iteration 0F: 2 clusters Score -1356452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1348905.375000 Penalty: 3016.380859
	Iteration 0F: 3 clusters Score -1348905 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1351349.000000 Penalty: 3016.380859
	Iteration 1F: 3 clusters Score -1351349 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1351604.875000 Penalty: 3016.380859
	Iteration 2F: 3 clusters Score -1351605 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1351824.625000 Penalty: 3016.380859
	Iteration 3Q: 3 clusters Score -1351825 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1351988.875000 Penalty: 3016.380859
	Iteration 4Q: 3 clusters Score -1351989 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1352119.625000 Penalty: 3016.380859
	Iteration 5Q: 3 clusters Score -1352120 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1352257.500000 Penalty: 3016.380859
	Iteration 6Q: 3 clusters Score -1352258 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1352387.375000 Penalty: 3016.380859
	Iteration 7Q: 3 clusters Score -1352387 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1352517.625000 Penalty: 3016.380859
	Iteration 8Q: 3 clusters Score -1352518 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1352683.875000 Penalty: 3016.380859
	Iteration 9Q: 3 clusters Score -1352684 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1352870.000000 Penalty: 3016.380859
	Iteration 10Q: 3 clusters Score -1352870 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1353069.625000 Penalty: 3016.380859
	Iteration 11Q: 3 clusters Score -1353070 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1353273.625000 Penalty: 3016.380859
	Iteration 12Q: 3 clusters Score -1353274 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1353450.625000 Penalty: 3016.380859
	Iteration 13Q: 3 clusters Score -1353451 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1353605.500000 Penalty: 3016.380859
	Iteration 14Q: 3 clusters Score -1353606 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1353728.750000 Penalty: 3016.380859
	Iteration 15Q: 3 clusters Score -1353729 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1353839.500000 Penalty: 3016.380859
	Iteration 16Q: 3 clusters Score -1353840 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1353942.750000 Penalty: 3016.380859
	Iteration 17Q: 3 clusters Score -1353943 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1354037.000000 Penalty: 3016.380859
	Iteration 18Q: 3 clusters Score -1354037 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1354120.000000 Penalty: 3016.380859
	Iteration 19Q: 3 clusters Score -1354120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1354204.750000 Penalty: 3016.380859
	Iteration 20F: 3 clusters Score -1354205 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1354295.000000 Penalty: 3016.380859
	Iteration 21Q: 3 clusters Score -1354295 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1354390.000000 Penalty: 3016.380859
	Iteration 22Q: 3 clusters Score -1354390 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1354494.750000 Penalty: 3016.380859
	Iteration 23Q: 3 clusters Score -1354495 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1354569.250000 Penalty: 3016.380859
	Iteration 24Q: 3 clusters Score -1354569 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1354606.250000 Penalty: 3016.380859
	Iteration 25Q: 3 clusters Score -1354606 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1354639.000000 Penalty: 3016.380859
	Iteration 26Q: 3 clusters Score -1354639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1354661.000000 Penalty: 3016.380859
	Iteration 27Q: 3 clusters Score -1354661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1354685.625000 Penalty: 3016.380859
	Iteration 28Q: 3 clusters Score -1354686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1354705.750000 Penalty: 3016.380859
	Iteration 29Q: 3 clusters Score -1354706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1354721.625000 Penalty: 3016.380859
	Iteration 30Q: 3 clusters Score -1354722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1354732.625000 Penalty: 3016.380859
	Iteration 31Q: 3 clusters Score -1354733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1354747.750000 Penalty: 3016.380859
	Iteration 32Q: 3 clusters Score -1354748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1354758.500000 Penalty: 3016.380859
	Iteration 33Q: 3 clusters Score -1354758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1354779.625000 Penalty: 3016.380859
	Iteration 34Q: 3 clusters Score -1354780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1354793.500000 Penalty: 3016.380859
	Iteration 35Q: 3 clusters Score -1354794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1354807.625000 Penalty: 3016.380859
	Iteration 36Q: 3 clusters Score -1354808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1354819.875000 Penalty: 3016.380859
	Iteration 37Q: 3 clusters Score -1354820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1354825.625000 Penalty: 3016.380859
	Iteration 38Q: 3 clusters Score -1354826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1354830.125000 Penalty: 3016.380859
	Iteration 39Q: 3 clusters Score -1354830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1354828.625000 Penalty: 3016.380859
	Iteration 40F: 3 clusters Score -1354829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1354831.375000 Penalty: 3016.380859
	Iteration 41Q: 3 clusters Score -1354831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1354832.750000 Penalty: 3016.380859
	Iteration 42Q: 3 clusters Score -1354833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1354837.000000 Penalty: 3016.380859
	Iteration 43Q: 3 clusters Score -1354837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1354836.750000 Penalty: 3016.380859
	Iteration 44Q: 3 clusters Score -1354837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1354836.500000 Penalty: 3016.380859
	Iteration 45Q: 3 clusters Score -1354836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1354838.875000 Penalty: 3016.380859
	Iteration 46Q: 3 clusters Score -1354839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1354841.750000 Penalty: 3016.380859
	Iteration 47Q: 3 clusters Score -1354842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1354840.875000 Penalty: 3016.380859
	Iteration 48Q: 3 clusters Score -1354841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1354845.625000 Penalty: 3016.380859
	Iteration 49Q: 3 clusters Score -1354846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1354842.750000 Penalty: 3016.380859
	Iteration 50Q: 3 clusters Score -1354843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1354843.500000 Penalty: 3016.380859
	Iteration 51Q: 3 clusters Score -1354844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1354847.875000 Penalty: 3016.380859
	Iteration 52Q: 3 clusters Score -1354848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1354848.500000 Penalty: 3016.380859
	Iteration 53Q: 3 clusters Score -1354848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1354852.375000 Penalty: 3016.380859
	Iteration 54Q: 3 clusters Score -1354852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1354852.625000 Penalty: 3016.380859
	Iteration 55Q: 3 clusters Score -1354853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1354854.125000 Penalty: 3016.380859
	Iteration 56Q: 3 clusters Score -1354854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1354854.000000 Penalty: 3016.380859
	Iteration 57Q: 3 clusters Score -1354854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1354854.125000 Penalty: 3016.380859
	Iteration 58Q: 3 clusters Score -1354854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1354855.750000 Penalty: 3016.380859
	Iteration 59Q: 3 clusters Score -1354856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1354856.000000 Penalty: 3016.380859
	Iteration 60F: 3 clusters Score -1354856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1354860.500000 Penalty: 3016.380859
	Iteration 61Q: 3 clusters Score -1354860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1354865.125000 Penalty: 3016.380859
	Iteration 62Q: 3 clusters Score -1354865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1354871.125000 Penalty: 3016.380859
	Iteration 63Q: 3 clusters Score -1354871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1354873.500000 Penalty: 3016.380859
	Iteration 64Q: 3 clusters Score -1354874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1354880.500000 Penalty: 3016.380859
	Iteration 65Q: 3 clusters Score -1354880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1354886.875000 Penalty: 3016.380859
	Iteration 66Q: 3 clusters Score -1354887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1354890.250000 Penalty: 3016.380859
	Iteration 67Q: 3 clusters Score -1354890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1354891.500000 Penalty: 3016.380859
	Iteration 68Q: 3 clusters Score -1354892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1354892.125000 Penalty: 3016.380859
	Iteration 69Q: 3 clusters Score -1354892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1354895.125000 Penalty: 3016.380859
	Iteration 70Q: 3 clusters Score -1354895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1354900.375000 Penalty: 3016.380859
	Iteration 71Q: 3 clusters Score -1354900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1354901.125000 Penalty: 3016.380859
	Iteration 72Q: 3 clusters Score -1354901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1354904.000000 Penalty: 3016.380859
	Iteration 73Q: 3 clusters Score -1354904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1354909.000000 Penalty: 3016.380859
	Iteration 74Q: 3 clusters Score -1354909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1354909.500000 Penalty: 3016.380859
	Iteration 75Q: 3 clusters Score -1354910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1354909.750000 Penalty: 3016.380859
	Iteration 76Q: 3 clusters Score -1354910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1354913.750000 Penalty: 3016.380859
	Iteration 77Q: 3 clusters Score -1354914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1354914.000000 Penalty: 3016.380859
	Iteration 78Q: 3 clusters Score -1354914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1354915.625000 Penalty: 3016.380859
	Iteration 79Q: 3 clusters Score -1354916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1354918.125000 Penalty: 3016.380859
	Iteration 80F: 3 clusters Score -1354918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1354922.500000 Penalty: 3016.380859
	Iteration 81Q: 3 clusters Score -1354922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1354924.250000 Penalty: 3016.380859
	Iteration 82Q: 3 clusters Score -1354924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1354927.500000 Penalty: 3016.380859
	Iteration 83Q: 3 clusters Score -1354928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1354929.375000 Penalty: 3016.380859
	Iteration 84Q: 3 clusters Score -1354929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1354930.625000 Penalty: 3016.380859
	Iteration 85Q: 3 clusters Score -1354931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1354929.625000 Penalty: 3016.380859
	Iteration 86Q: 3 clusters Score -1354930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1354932.000000 Penalty: 3016.380859
	Iteration 87Q: 3 clusters Score -1354932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1354933.625000 Penalty: 3016.380859
	Iteration 88Q: 3 clusters Score -1354934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1354934.500000 Penalty: 3016.380859
	Iteration 89Q: 3 clusters Score -1354934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1354934.500000 Penalty: 3016.380859
	Iteration 90F: 3 clusters Score -1354934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Entering Unmasked Estep 
Score: -11684192.000000 Penalty: 1855.592773
	Iteration 0F: 2 clusters Score -1.168419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -11624658.000000 Penalty: 3711.185547
	Iteration 0F: 3 clusters Score -1.162466e+07 nChanged 43406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -11649568.000000 Penalty: 3711.185547
	Iteration 1F: 3 clusters Score -1.164957e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -11650267.000000 Penalty: 3711.185547
	Iteration 2Q: 3 clusters Score -1.165027e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -11651055.000000 Penalty: 3711.185547
	Iteration 3Q: 3 clusters Score -1.165106e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -11652219.000000 Penalty: 3711.185547
	Iteration 4Q: 3 clusters Score -1.165222e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -11653845.000000 Penalty: 3711.185547
	Iteration 5Q: 3 clusters Score -1.165384e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -11656215.000000 Penalty: 3711.185547
	Iteration 6F: 3 clusters Score -1.165622e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -11659530.000000 Penalty: 3711.185547
	Iteration 7F: 3 clusters Score -1.165953e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -11663550.000000 Penalty: 3711.185547
	Iteration 8F: 3 clusters Score -1.166355e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -11667907.000000 Penalty: 3711.185547
	Iteration 9F: 3 clusters Score -1.166791e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -11671117.000000 Penalty: 3711.185547
	Iteration 10F: 3 clusters Score -1.167112e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68899 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -11673033.000000 Penalty: 3711.185547
	Iteration 11Q: 3 clusters Score -1.167303e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -11674367.000000 Penalty: 3711.185547
	Iteration 12Q: 3 clusters Score -1.167437e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -11675558.000000 Penalty: 3711.185547
	Iteration 13Q: 3 clusters Score -1.167556e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -11676684.000000 Penalty: 3711.185547
	Iteration 14Q: 3 clusters Score -1.167668e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -11677727.000000 Penalty: 3711.185547
	Iteration 15Q: 3 clusters Score -1.167773e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -11678555.000000 Penalty: 3711.185547
	Iteration 16Q: 3 clusters Score -1.167856e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -11679339.000000 Penalty: 3711.185547
	Iteration 17Q: 3 clusters Score -1.167934e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -11680008.000000 Penalty: 3711.185547
	Iteration 18Q: 3 clusters Score -1.168001e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -11680512.000000 Penalty: 3711.185547
	Iteration 19Q: 3 clusters Score -1.168051e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -11680993.000000 Penalty: 3711.185547
	Iteration 20F: 3 clusters Score -1.168099e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -11681250.000000 Penalty: 3711.185547
	Iteration 21Q: 3 clusters Score -1.168125e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -11681471.000000 Penalty: 3711.185547
	Iteration 22Q: 3 clusters Score -1.168147e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -11681633.000000 Penalty: 3711.185547
	Iteration 23Q: 3 clusters Score -1.168163e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -11681758.000000 Penalty: 3711.185547
	Iteration 24Q: 3 clusters Score -1.168176e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -11681894.000000 Penalty: 3711.185547
	Iteration 25Q: 3 clusters Score -1.168189e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -11681991.000000 Penalty: 3711.185547
	Iteration 26Q: 3 clusters Score -1.168199e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -11682088.000000 Penalty: 3711.185547
	Iteration 27Q: 3 clusters Score -1.168209e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -11682152.000000 Penalty: 3711.185547
	Iteration 28Q: 3 clusters Score -1.168215e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -11682268.000000 Penalty: 3711.185547
	Iteration 29Q: 3 clusters Score -1.168227e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -11682373.000000 Penalty: 3711.185547
	Iteration 30Q: 3 clusters Score -1.168237e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -11682401.000000 Penalty: 3711.185547
	Iteration 31Q: 3 clusters Score -1.16824e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11682428.000000 Penalty: 3711.185547
	Iteration 32Q: 3 clusters Score -1.168243e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11682462.000000 Penalty: 3711.185547
	Iteration 33Q: 3 clusters Score -1.168246e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11682494.000000 Penalty: 3711.185547
	Iteration 34Q: 3 clusters Score -1.168249e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -11682534.000000 Penalty: 3711.185547
	Iteration 35Q: 3 clusters Score -1.168253e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11682547.000000 Penalty: 3711.185547
	Iteration 36Q: 3 clusters Score -1.168255e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11682563.000000 Penalty: 3711.185547
	Iteration 37Q: 3 clusters Score -1.168256e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11682570.000000 Penalty: 3711.185547
	Iteration 38Q: 3 clusters Score -1.168257e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11682576.000000 Penalty: 3711.185547
	Iteration 39Q: 3 clusters Score -1.168258e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11682584.000000 Penalty: 3711.185547
	Iteration 40F: 3 clusters Score -1.168258e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11682602.000000 Penalty: 3711.185547
	Iteration 41Q: 3 clusters Score -1.16826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11682608.000000 Penalty: 3711.185547
	Iteration 42Q: 3 clusters Score -1.168261e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11682615.000000 Penalty: 3711.185547
	Iteration 43Q: 3 clusters Score -1.168262e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11682611.000000 Penalty: 3711.185547
	Iteration 44Q: 3 clusters Score -1.168261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11682618.000000 Penalty: 3711.185547
	Iteration 45Q: 3 clusters Score -1.168262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90319 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11682629.000000 Penalty: 3711.185547
	Iteration 46Q: 3 clusters Score -1.168263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11682636.000000 Penalty: 3711.185547
	Iteration 47Q: 3 clusters Score -1.168264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90356 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11682657.000000 Penalty: 3711.185547
	Iteration 48Q: 3 clusters Score -1.168266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11682656.000000 Penalty: 3711.185547
	Iteration 49Q: 3 clusters Score -1.168266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11682645.000000 Penalty: 3711.185547
	Iteration 50Q: 3 clusters Score -1.168264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11682646.000000 Penalty: 3711.185547
	Iteration 51Q: 3 clusters Score -1.168265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11682657.000000 Penalty: 3711.185547
	Iteration 52Q: 3 clusters Score -1.168266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11682661.000000 Penalty: 3711.185547
	Iteration 53Q: 3 clusters Score -1.168266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90413 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11682655.000000 Penalty: 3711.185547
	Iteration 54Q: 3 clusters Score -1.168266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90428 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11682654.000000 Penalty: 3711.185547
	Iteration 55Q: 3 clusters Score -1.168265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90435 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11682664.000000 Penalty: 3711.185547
	Iteration 56Q: 3 clusters Score -1.168266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90442 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11682673.000000 Penalty: 3711.185547
	Iteration 57Q: 3 clusters Score -1.168267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11682687.000000 Penalty: 3711.185547
	Iteration 58Q: 3 clusters Score -1.168269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -11682693.000000 Penalty: 3711.185547
	Iteration 59Q: 3 clusters Score -1.168269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11682692.000000 Penalty: 3711.185547
	Iteration 60F: 3 clusters Score -1.168269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11682700.000000 Penalty: 3711.185547
	Iteration 61Q: 3 clusters Score -1.16827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11682697.000000 Penalty: 3711.185547
	Iteration 62Q: 3 clusters Score -1.16827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11682703.000000 Penalty: 3711.185547
	Iteration 63Q: 3 clusters Score -1.16827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11682709.000000 Penalty: 3711.185547
	Iteration 64Q: 3 clusters Score -1.168271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11682711.000000 Penalty: 3711.185547
	Iteration 65Q: 3 clusters Score -1.168271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11682704.000000 Penalty: 3711.185547
	Iteration 66Q: 3 clusters Score -1.16827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11682711.000000 Penalty: 3711.185547
	Iteration 67Q: 3 clusters Score -1.168271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11682716.000000 Penalty: 3711.185547
	Iteration 68Q: 3 clusters Score -1.168272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11682713.000000 Penalty: 3711.185547
	Iteration 69Q: 3 clusters Score -1.168271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11682713.000000 Penalty: 3711.185547
	Iteration 70F: 3 clusters Score -1.168271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Entering Unmasked Estep 
Score: -1372649.000000 Penalty: 1508.734497
	Iteration 0F: 2 clusters Score -1372649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1364979.625000 Penalty: 3017.468994
	Iteration 0F: 3 clusters Score -1364980 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1367405.750000 Penalty: 3017.468994
	Iteration 1F: 3 clusters Score -1367406 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1367682.875000 Penalty: 3017.468994
	Iteration 2F: 3 clusters Score -1367683 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1367914.625000 Penalty: 3017.468994
	Iteration 3Q: 3 clusters Score -1367915 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1368178.000000 Penalty: 3017.468994
	Iteration 4Q: 3 clusters Score -1368178 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1368510.750000 Penalty: 3017.468994
	Iteration 5F: 3 clusters Score -1368511 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1368912.375000 Penalty: 3017.468994
	Iteration 6F: 3 clusters Score -1368912 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1369383.625000 Penalty: 3017.468994
	Iteration 7F: 3 clusters Score -1369384 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1369853.000000 Penalty: 3017.468994
	Iteration 8F: 3 clusters Score -1369853 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1370297.250000 Penalty: 3017.468994
	Iteration 9Q: 3 clusters Score -1370297 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1370684.875000 Penalty: 3017.468994
	Iteration 10Q: 3 clusters Score -1370685 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1370922.500000 Penalty: 3017.468994
	Iteration 11Q: 3 clusters Score -1370922 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1371054.875000 Penalty: 3017.468994
	Iteration 12Q: 3 clusters Score -1371055 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1371149.500000 Penalty: 3017.468994
	Iteration 13Q: 3 clusters Score -1371150 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1371222.500000 Penalty: 3017.468994
	Iteration 14Q: 3 clusters Score -1371222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1371266.875000 Penalty: 3017.468994
	Iteration 15Q: 3 clusters Score -1371267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1371295.875000 Penalty: 3017.468994
	Iteration 16Q: 3 clusters Score -1371296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1371316.375000 Penalty: 3017.468994
	Iteration 17Q: 3 clusters Score -1371316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1371329.500000 Penalty: 3017.468994
	Iteration 18Q: 3 clusters Score -1371330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1371337.875000 Penalty: 3017.468994
	Iteration 19Q: 3 clusters Score -1371338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1371340.125000 Penalty: 3017.468994
	Iteration 20F: 3 clusters Score -1371340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1371345.875000 Penalty: 3017.468994
	Iteration 21Q: 3 clusters Score -1371346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1371351.125000 Penalty: 3017.468994
	Iteration 22Q: 3 clusters Score -1371351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1371352.500000 Penalty: 3017.468994
	Iteration 23Q: 3 clusters Score -1371352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1371353.875000 Penalty: 3017.468994
	Iteration 24Q: 3 clusters Score -1371354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1371356.625000 Penalty: 3017.468994
	Iteration 25Q: 3 clusters Score -1371357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1371358.375000 Penalty: 3017.468994
	Iteration 26Q: 3 clusters Score -1371358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1371360.000000 Penalty: 3017.468994
	Iteration 27Q: 3 clusters Score -1371360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1371362.375000 Penalty: 3017.468994
	Iteration 28Q: 3 clusters Score -1371362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1371362.375000 Penalty: 3017.468994
	Iteration 29F: 3 clusters Score -1371362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -39407.351562 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -39407.35 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 218 members 
Entering Unmasked Estep 
Score: -38496.808594 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -38496.81 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38799.234375 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -38799.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38911.031250 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -38911.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39040.000000 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -39040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39091.085938 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -39091.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39111.960938 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -39111.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39144.046875 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -39144.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39165.250000 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -39165.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39179.476562 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -39179.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39204.015625 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -39204.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39204.015625 Penalty: 1970.730103
	Iteration 10F: 3 clusters Score -39204.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Entering Unmasked Estep 
Score: -4113494.250000 Penalty: 1684.177002
	Iteration 0F: 2 clusters Score -4113494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4092096.250000 Penalty: 3368.354004
	Iteration 0F: 3 clusters Score -4092096 nChanged 14628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4100160.000000 Penalty: 3368.354004
	Iteration 1F: 3 clusters Score -4100160 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4100524.500000 Penalty: 3368.354004
	Iteration 2Q: 3 clusters Score -4100524 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -4100884.000000 Penalty: 3368.354004
	Iteration 3Q: 3 clusters Score -4100884 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -4101302.500000 Penalty: 3368.354004
	Iteration 4Q: 3 clusters Score -4101302 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -4101846.750000 Penalty: 3368.354004
	Iteration 5Q: 3 clusters Score -4101847 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4102630.000000 Penalty: 3368.354004
	Iteration 6Q: 3 clusters Score -4102630 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -4103933.500000 Penalty: 3368.354004
	Iteration 7F: 3 clusters Score -4103934 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -4105726.500000 Penalty: 3368.354004
	Iteration 8F: 3 clusters Score -4105726 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4107723.000000 Penalty: 3368.354004
	Iteration 9F: 3 clusters Score -4107723 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4109454.500000 Penalty: 3368.354004
	Iteration 10F: 3 clusters Score -4109454 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4110590.250000 Penalty: 3368.354004
	Iteration 11Q: 3 clusters Score -4110590 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4111171.750000 Penalty: 3368.354004
	Iteration 12Q: 3 clusters Score -4111172 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4111497.250000 Penalty: 3368.354004
	Iteration 13Q: 3 clusters Score -4111497 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4111686.750000 Penalty: 3368.354004
	Iteration 14Q: 3 clusters Score -4111687 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4111799.750000 Penalty: 3368.354004
	Iteration 15Q: 3 clusters Score -4111800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4111867.500000 Penalty: 3368.354004
	Iteration 16Q: 3 clusters Score -4111868 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4111909.750000 Penalty: 3368.354004
	Iteration 17Q: 3 clusters Score -4111910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4111927.000000 Penalty: 3368.354004
	Iteration 18Q: 3 clusters Score -4111927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4111947.500000 Penalty: 3368.354004
	Iteration 19Q: 3 clusters Score -4111948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4111956.250000 Penalty: 3368.354004
	Iteration 20F: 3 clusters Score -4111956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4111973.750000 Penalty: 3368.354004
	Iteration 21Q: 3 clusters Score -4111974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4111983.750000 Penalty: 3368.354004
	Iteration 22Q: 3 clusters Score -4111984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4111995.250000 Penalty: 3368.354004
	Iteration 23Q: 3 clusters Score -4111995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4111995.750000 Penalty: 3368.354004
	Iteration 24Q: 3 clusters Score -4111996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4112005.750000 Penalty: 3368.354004
	Iteration 25Q: 3 clusters Score -4112006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4112004.500000 Penalty: 3368.354004
	Iteration 26Q: 3 clusters Score -4112004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4112014.000000 Penalty: 3368.354004
	Iteration 27Q: 3 clusters Score -4112014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4112017.000000 Penalty: 3368.354004
	Iteration 28Q: 3 clusters Score -4112017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4112022.750000 Penalty: 3368.354004
	Iteration 29Q: 3 clusters Score -4112023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4112024.750000 Penalty: 3368.354004
	Iteration 30Q: 3 clusters Score -4112025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4112030.500000 Penalty: 3368.354004
	Iteration 31Q: 3 clusters Score -4112030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4112034.000000 Penalty: 3368.354004
	Iteration 32Q: 3 clusters Score -4112034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4112036.500000 Penalty: 3368.354004
	Iteration 33Q: 3 clusters Score -4112036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4112042.500000 Penalty: 3368.354004
	Iteration 34Q: 3 clusters Score -4112042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4112045.750000 Penalty: 3368.354004
	Iteration 35Q: 3 clusters Score -4112046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4112048.000000 Penalty: 3368.354004
	Iteration 36Q: 3 clusters Score -4112048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4112049.000000 Penalty: 3368.354004
	Iteration 37Q: 3 clusters Score -4112049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4112050.750000 Penalty: 3368.354004
	Iteration 38Q: 3 clusters Score -4112051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4112056.500000 Penalty: 3368.354004
	Iteration 39Q: 3 clusters Score -4112056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4112058.500000 Penalty: 3368.354004
	Iteration 40F: 3 clusters Score -4112058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4112062.000000 Penalty: 3368.354004
	Iteration 41Q: 3 clusters Score -4112062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4112067.000000 Penalty: 3368.354004
	Iteration 42Q: 3 clusters Score -4112067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4112064.500000 Penalty: 3368.354004
	Iteration 43Q: 3 clusters Score -4112064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4112065.000000 Penalty: 3368.354004
	Iteration 44Q: 3 clusters Score -4112065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4112067.000000 Penalty: 3368.354004
	Iteration 45Q: 3 clusters Score -4112067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4112068.500000 Penalty: 3368.354004
	Iteration 46Q: 3 clusters Score -4112068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4112069.750000 Penalty: 3368.354004
	Iteration 47Q: 3 clusters Score -4112070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4112071.500000 Penalty: 3368.354004
	Iteration 48Q: 3 clusters Score -4112072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4112072.500000 Penalty: 3368.354004
	Iteration 49Q: 3 clusters Score -4112072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4112072.500000 Penalty: 3368.354004
	Iteration 50F: 3 clusters Score -4112072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -102275.445312 Penalty: 1100.811401
	Iteration 0F: 2 clusters Score -102275.4 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 413 members 
Entering Unmasked Estep 
Score: -100932.953125 Penalty: 2201.622803
	Iteration 0F: 3 clusters Score -100933 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101159.585938 Penalty: 2201.622803
	Iteration 1F: 3 clusters Score -101159.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101209.578125 Penalty: 2201.622803
	Iteration 2F: 3 clusters Score -101209.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101237.960938 Penalty: 2201.622803
	Iteration 3Q: 3 clusters Score -101238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101253.914062 Penalty: 2201.622803
	Iteration 4Q: 3 clusters Score -101253.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101266.515625 Penalty: 2201.622803
	Iteration 5Q: 3 clusters Score -101266.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101275.523438 Penalty: 2201.622803
	Iteration 6Q: 3 clusters Score -101275.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101284.234375 Penalty: 2201.622803
	Iteration 7Q: 3 clusters Score -101284.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101297.289062 Penalty: 2201.622803
	Iteration 8Q: 3 clusters Score -101297.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -101307.546875 Penalty: 2201.622803
	Iteration 9Q: 3 clusters Score -101307.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -101312.929688 Penalty: 2201.622803
	Iteration 10Q: 3 clusters Score -101312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -101316.703125 Penalty: 2201.622803
	Iteration 11Q: 3 clusters Score -101316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -101322.734375 Penalty: 2201.622803
	Iteration 12Q: 3 clusters Score -101322.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -101326.507812 Penalty: 2201.622803
	Iteration 13Q: 3 clusters Score -101326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -101329.546875 Penalty: 2201.622803
	Iteration 14Q: 3 clusters Score -101329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -101332.062500 Penalty: 2201.622803
	Iteration 15Q: 3 clusters Score -101332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -101337.664062 Penalty: 2201.622803
	Iteration 16Q: 3 clusters Score -101337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101350.156250 Penalty: 2201.622803
	Iteration 17Q: 3 clusters Score -101350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101363.453125 Penalty: 2201.622803
	Iteration 18Q: 3 clusters Score -101363.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -101381.804688 Penalty: 2201.622803
	Iteration 19Q: 3 clusters Score -101381.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -101403.414062 Penalty: 2201.622803
	Iteration 20F: 3 clusters Score -101403.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -101431.531250 Penalty: 2201.622803
	Iteration 21Q: 3 clusters Score -101431.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -101447.914062 Penalty: 2201.622803
	Iteration 22Q: 3 clusters Score -101447.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -101467.781250 Penalty: 2201.622803
	Iteration 23Q: 3 clusters Score -101467.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -101481.031250 Penalty: 2201.622803
	Iteration 24Q: 3 clusters Score -101481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -101483.570312 Penalty: 2201.622803
	Iteration 25Q: 3 clusters Score -101483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -101488.234375 Penalty: 2201.622803
	Iteration 26Q: 3 clusters Score -101488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -101491.445312 Penalty: 2201.622803
	Iteration 27Q: 3 clusters Score -101491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -101493.164062 Penalty: 2201.622803
	Iteration 28Q: 3 clusters Score -101493.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -101493.164062 Penalty: 2201.622803
	Iteration 29F: 3 clusters Score -101493.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Entering Unmasked Estep 
Score: -9413519.000000 Penalty: 1820.613403
	Iteration 0F: 2 clusters Score -9413519 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 36711 members 
Entering Unmasked Estep 
Score: -9364727.000000 Penalty: 3641.226807
	Iteration 0F: 3 clusters Score -9364727 nChanged 34879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -9384743.000000 Penalty: 3641.226807
	Iteration 1F: 3 clusters Score -9384743 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -9385339.000000 Penalty: 3641.226807
	Iteration 2Q: 3 clusters Score -9385339 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -9385985.000000 Penalty: 3641.226807
	Iteration 3Q: 3 clusters Score -9385985 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -9386765.000000 Penalty: 3641.226807
	Iteration 4Q: 3 clusters Score -9386765 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -9387987.000000 Penalty: 3641.226807
	Iteration 5Q: 3 clusters Score -9387987 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -9389843.000000 Penalty: 3641.226807
	Iteration 6Q: 3 clusters Score -9389843 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -9392510.000000 Penalty: 3641.226807
	Iteration 7F: 3 clusters Score -9392510 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -9396188.000000 Penalty: 3641.226807
	Iteration 8F: 3 clusters Score -9396188 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -9400714.000000 Penalty: 3641.226807
	Iteration 9F: 3 clusters Score -9400714 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -9404794.000000 Penalty: 3641.226807
	Iteration 10F: 3 clusters Score -9404794 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -9407297.000000 Penalty: 3641.226807
	Iteration 11Q: 3 clusters Score -9407297 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -9408444.000000 Penalty: 3641.226807
	Iteration 12Q: 3 clusters Score -9408444 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -9409061.000000 Penalty: 3641.226807
	Iteration 13Q: 3 clusters Score -9409061 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -9409580.000000 Penalty: 3641.226807
	Iteration 14Q: 3 clusters Score -9409580 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -9410015.000000 Penalty: 3641.226807
	Iteration 15Q: 3 clusters Score -9410015 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -9410396.000000 Penalty: 3641.226807
	Iteration 16Q: 3 clusters Score -9410396 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -9410684.000000 Penalty: 3641.226807
	Iteration 17Q: 3 clusters Score -9410684 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -9411017.000000 Penalty: 3641.226807
	Iteration 18Q: 3 clusters Score -9411017 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -9411293.000000 Penalty: 3641.226807
	Iteration 19Q: 3 clusters Score -9411293 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -9411493.000000 Penalty: 3641.226807
	Iteration 20F: 3 clusters Score -9411493 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -9411682.000000 Penalty: 3641.226807
	Iteration 21Q: 3 clusters Score -9411682 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -9411821.000000 Penalty: 3641.226807
	Iteration 22Q: 3 clusters Score -9411821 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -9411910.000000 Penalty: 3641.226807
	Iteration 23Q: 3 clusters Score -9411910 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -9412024.000000 Penalty: 3641.226807
	Iteration 24Q: 3 clusters Score -9412024 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -9412167.000000 Penalty: 3641.226807
	Iteration 25Q: 3 clusters Score -9412167 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -9412228.000000 Penalty: 3641.226807
	Iteration 26Q: 3 clusters Score -9412228 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -9412273.000000 Penalty: 3641.226807
	Iteration 27Q: 3 clusters Score -9412273 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -9412340.000000 Penalty: 3641.226807
	Iteration 28Q: 3 clusters Score -9412340 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -9412392.000000 Penalty: 3641.226807
	Iteration 29Q: 3 clusters Score -9412392 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -9412450.000000 Penalty: 3641.226807
	Iteration 30Q: 3 clusters Score -9412450 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9412482.000000 Penalty: 3641.226807
	Iteration 31Q: 3 clusters Score -9412482 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -9412535.000000 Penalty: 3641.226807
	Iteration 32Q: 3 clusters Score -9412535 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -9412564.000000 Penalty: 3641.226807
	Iteration 33Q: 3 clusters Score -9412564 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -9412599.000000 Penalty: 3641.226807
	Iteration 34Q: 3 clusters Score -9412599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9412612.000000 Penalty: 3641.226807
	Iteration 35Q: 3 clusters Score -9412612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -9412612.000000 Penalty: 3641.226807
	Iteration 36Q: 3 clusters Score -9412612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -9412626.000000 Penalty: 3641.226807
	Iteration 37Q: 3 clusters Score -9412626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -9412624.000000 Penalty: 3641.226807
	Iteration 38Q: 3 clusters Score -9412624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -9412665.000000 Penalty: 3641.226807
	Iteration 39Q: 3 clusters Score -9412665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9412670.000000 Penalty: 3641.226807
	Iteration 40F: 3 clusters Score -9412670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9412686.000000 Penalty: 3641.226807
	Iteration 41Q: 3 clusters Score -9412686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -9412693.000000 Penalty: 3641.226807
	Iteration 42Q: 3 clusters Score -9412693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9412687.000000 Penalty: 3641.226807
	Iteration 43Q: 3 clusters Score -9412687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9412700.000000 Penalty: 3641.226807
	Iteration 44Q: 3 clusters Score -9412700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9412698.000000 Penalty: 3641.226807
	Iteration 45Q: 3 clusters Score -9412698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9412710.000000 Penalty: 3641.226807
	Iteration 46Q: 3 clusters Score -9412710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -9412710.000000 Penalty: 3641.226807
	Iteration 47Q: 3 clusters Score -9412710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9412717.000000 Penalty: 3641.226807
	Iteration 48Q: 3 clusters Score -9412717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9412715.000000 Penalty: 3641.226807
	Iteration 49Q: 3 clusters Score -9412715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -9412720.000000 Penalty: 3641.226807
	Iteration 50Q: 3 clusters Score -9412720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9412720.000000 Penalty: 3641.226807
	Iteration 51Q: 3 clusters Score -9412720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71256 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9412730.000000 Penalty: 3641.226807
	Iteration 52Q: 3 clusters Score -9412730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9412731.000000 Penalty: 3641.226807
	Iteration 53Q: 3 clusters Score -9412731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -9412733.000000 Penalty: 3641.226807
	Iteration 54Q: 3 clusters Score -9412733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71283 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -9412734.000000 Penalty: 3641.226807
	Iteration 55Q: 3 clusters Score -9412734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9412733.000000 Penalty: 3641.226807
	Iteration 56Q: 3 clusters Score -9412733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9412742.000000 Penalty: 3641.226807
	Iteration 57Q: 3 clusters Score -9412742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9412736.000000 Penalty: 3641.226807
	Iteration 58Q: 3 clusters Score -9412736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9412732.000000 Penalty: 3641.226807
	Iteration 59Q: 3 clusters Score -9412732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9412726.000000 Penalty: 3641.226807
	Iteration 60F: 3 clusters Score -9412726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9412738.000000 Penalty: 3641.226807
	Iteration 61Q: 3 clusters Score -9412738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9412729.000000 Penalty: 3641.226807
	Iteration 62Q: 3 clusters Score -9412729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9412738.000000 Penalty: 3641.226807
	Iteration 63Q: 3 clusters Score -9412738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9412737.000000 Penalty: 3641.226807
	Iteration 64Q: 3 clusters Score -9412737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9412730.000000 Penalty: 3641.226807
	Iteration 65Q: 3 clusters Score -9412730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9412743.000000 Penalty: 3641.226807
	Iteration 66Q: 3 clusters Score -9412743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9412747.000000 Penalty: 3641.226807
	Iteration 67Q: 3 clusters Score -9412747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9412744.000000 Penalty: 3641.226807
	Iteration 68Q: 3 clusters Score -9412744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9412755.000000 Penalty: 3641.226807
	Iteration 69Q: 3 clusters Score -9412755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9412746.000000 Penalty: 3641.226807
	Iteration 70Q: 3 clusters Score -9412746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9412739.000000 Penalty: 3641.226807
	Iteration 71Q: 3 clusters Score -9412739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9412737.000000 Penalty: 3641.226807
	Iteration 72Q: 3 clusters Score -9412737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71435 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9412733.000000 Penalty: 3641.226807
	Iteration 73Q: 3 clusters Score -9412733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9412732.000000 Penalty: 3641.226807
	Iteration 74Q: 3 clusters Score -9412732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9412731.000000 Penalty: 3641.226807
	Iteration 75Q: 3 clusters Score -9412731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9412738.000000 Penalty: 3641.226807
	Iteration 76Q: 3 clusters Score -9412738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9412743.000000 Penalty: 3641.226807
	Iteration 77Q: 3 clusters Score -9412743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9412744.000000 Penalty: 3641.226807
	Iteration 78Q: 3 clusters Score -9412744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9412744.000000 Penalty: 3641.226807
	Iteration 79F: 3 clusters Score -9412744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42684.496094 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -42684.5 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 191 members 
Entering Unmasked Estep 
Score: -41761.050781 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -41761.05 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41980.472656 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -41980.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42056.007812 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -42056.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42144.273438 Penalty: 1952.864380
	Iteration 3F: 3 clusters Score -42144.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42214.410156 Penalty: 1952.864380
	Iteration 4F: 3 clusters Score -42214.41 nChanged 14
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: -42287.925781 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -42287.93 nChanged 11
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: -42350.011719 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -42350.01 nChanged 8
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: -42394.988281 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -42394.99 nChanged 8
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: -42423.386719 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -42423.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42487.003906 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -42487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42504.761719 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -42504.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42512.796875 Penalty: 1952.864380
	Iteration 11Q: 3 clusters Score -42512.8 nChanged 2
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: -42516.691406 Penalty: 1952.864380
	Iteration 12Q: 3 clusters Score -42516.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42529.253906 Penalty: 1952.864380
	Iteration 13Q: 3 clusters Score -42529.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42533.531250 Penalty: 1952.864380
	Iteration 14Q: 3 clusters Score -42533.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42537.175781 Penalty: 1952.864380
	Iteration 15F: 3 clusters Score -42537.18 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: -42565.898438 Penalty: 1952.864380
	Iteration 16Q: 3 clusters Score -42565.9 nChanged 6
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: -42628.660156 Penalty: 1952.864380
	Iteration 17Q: 3 clusters Score -42628.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42636.187500 Penalty: 1952.864380
	Iteration 18Q: 3 clusters Score -42636.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42644.957031 Penalty: 1952.864380
	Iteration 19Q: 3 clusters Score -42644.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42647.652344 Penalty: 1952.864380
	Iteration 20F: 3 clusters Score -42647.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42650.335938 Penalty: 1952.864380
	Iteration 21Q: 3 clusters Score -42650.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42650.335938 Penalty: 1952.864380
	Iteration 22F: 3 clusters Score -42650.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -14112.992188 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -14112.99 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 119 members 
Entering Unmasked Estep 
Score: -13386.028320 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -13386.03 nChanged 62
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: -13707.229492 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -13707.23 nChanged 20
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: -13817.232422 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -13817.23 nChanged 10
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: -13845.777344 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -13845.78 nChanged 5
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: -13855.666016 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -13855.67 nChanged 4
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: -13896.689453 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -13896.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13923.313477 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -13923.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13933.778320 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -13933.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13962.977539 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -13962.98 nChanged 3
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: -13983.698242 Penalty: 1770.189575
	Iteration 9Q: 3 clusters Score -13983.7 nChanged 3
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: -13987.075195 Penalty: 1770.189575
	Iteration 10Q: 3 clusters Score -13987.08 nChanged 0
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: -13987.075195 Penalty: 1770.189575
	Iteration 11F: 3 clusters Score -13987.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -134262.500000 Penalty: 1138.735107
	Iteration 0F: 2 clusters Score -134262.5 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 574 members 
Entering Unmasked Estep 
Score: -132750.625000 Penalty: 2277.470215
	Iteration 0F: 3 clusters Score -132750.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133005.875000 Penalty: 2277.470215
	Iteration 1F: 3 clusters Score -133005.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -133065.640625 Penalty: 2277.470215
	Iteration 2F: 3 clusters Score -133065.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133098.484375 Penalty: 2277.470215
	Iteration 3Q: 3 clusters Score -133098.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133119.031250 Penalty: 2277.470215
	Iteration 4Q: 3 clusters Score -133119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133136.906250 Penalty: 2277.470215
	Iteration 5Q: 3 clusters Score -133136.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133146.562500 Penalty: 2277.470215
	Iteration 6Q: 3 clusters Score -133146.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133155.171875 Penalty: 2277.470215
	Iteration 7Q: 3 clusters Score -133155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -133158.609375 Penalty: 2277.470215
	Iteration 8Q: 3 clusters Score -133158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133159.875000 Penalty: 2277.470215
	Iteration 9Q: 3 clusters Score -133159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133161.578125 Penalty: 2277.470215
	Iteration 10Q: 3 clusters Score -133161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133165.468750 Penalty: 2277.470215
	Iteration 11Q: 3 clusters Score -133165.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133170.937500 Penalty: 2277.470215
	Iteration 12Q: 3 clusters Score -133170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133174.281250 Penalty: 2277.470215
	Iteration 13Q: 3 clusters Score -133174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133175.062500 Penalty: 2277.470215
	Iteration 14Q: 3 clusters Score -133175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133177.250000 Penalty: 2277.470215
	Iteration 15Q: 3 clusters Score -133177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133182.843750 Penalty: 2277.470215
	Iteration 16Q: 3 clusters Score -133182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133187.968750 Penalty: 2277.470215
	Iteration 17Q: 3 clusters Score -133188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133188.718750 Penalty: 2277.470215
	Iteration 18Q: 3 clusters Score -133188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133190.750000 Penalty: 2277.470215
	Iteration 19Q: 3 clusters Score -133190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133191.000000 Penalty: 2277.470215
	Iteration 20F: 3 clusters Score -133191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -21072.921875 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -21072.92 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 98 members 
Entering Unmasked Estep 
Score: -20284.343750 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -20284.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20428.748047 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -20428.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20479.904297 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -20479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20493.468750 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -20493.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20499.328125 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -20499.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20501.238281 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -20501.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20501.238281 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -20501.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Entering Unmasked Estep 
Score: -840580.437500 Penalty: 1437.765991
	Iteration 0F: 2 clusters Score -840580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -835414.437500 Penalty: 2875.531982
	Iteration 0F: 3 clusters Score -835414.4 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -837066.562500 Penalty: 2875.531982
	Iteration 1F: 3 clusters Score -837066.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -837337.000000 Penalty: 2875.531982
	Iteration 2F: 3 clusters Score -837337 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -837530.125000 Penalty: 2875.531982
	Iteration 3F: 3 clusters Score -837530.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -837684.437500 Penalty: 2875.531982
	Iteration 4Q: 3 clusters Score -837684.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -837800.812500 Penalty: 2875.531982
	Iteration 5Q: 3 clusters Score -837800.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -837888.312500 Penalty: 2875.531982
	Iteration 6Q: 3 clusters Score -837888.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -837943.375000 Penalty: 2875.531982
	Iteration 7Q: 3 clusters Score -837943.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -837992.312500 Penalty: 2875.531982
	Iteration 8Q: 3 clusters Score -837992.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -838037.562500 Penalty: 2875.531982
	Iteration 9Q: 3 clusters Score -838037.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -838058.812500 Penalty: 2875.531982
	Iteration 10Q: 3 clusters Score -838058.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -838084.375000 Penalty: 2875.531982
	Iteration 11Q: 3 clusters Score -838084.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -838107.062500 Penalty: 2875.531982
	Iteration 12Q: 3 clusters Score -838107.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -838122.562500 Penalty: 2875.531982
	Iteration 13Q: 3 clusters Score -838122.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -838139.187500 Penalty: 2875.531982
	Iteration 14Q: 3 clusters Score -838139.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -838149.562500 Penalty: 2875.531982
	Iteration 15Q: 3 clusters Score -838149.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -838157.500000 Penalty: 2875.531982
	Iteration 16Q: 3 clusters Score -838157.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -838175.187500 Penalty: 2875.531982
	Iteration 17Q: 3 clusters Score -838175.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -838187.687500 Penalty: 2875.531982
	Iteration 18Q: 3 clusters Score -838187.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -838201.187500 Penalty: 2875.531982
	Iteration 19Q: 3 clusters Score -838201.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -838217.937500 Penalty: 2875.531982
	Iteration 20F: 3 clusters Score -838217.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -838232.437500 Penalty: 2875.531982
	Iteration 21Q: 3 clusters Score -838232.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -838251.687500 Penalty: 2875.531982
	Iteration 22Q: 3 clusters Score -838251.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -838271.500000 Penalty: 2875.531982
	Iteration 23Q: 3 clusters Score -838271.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -838291.000000 Penalty: 2875.531982
	Iteration 24Q: 3 clusters Score -838291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -838319.625000 Penalty: 2875.531982
	Iteration 25Q: 3 clusters Score -838319.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -838350.000000 Penalty: 2875.531982
	Iteration 26Q: 3 clusters Score -838350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -838391.750000 Penalty: 2875.531982
	Iteration 27Q: 3 clusters Score -838391.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -838427.750000 Penalty: 2875.531982
	Iteration 28Q: 3 clusters Score -838427.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -838474.187500 Penalty: 2875.531982
	Iteration 29Q: 3 clusters Score -838474.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -838524.437500 Penalty: 2875.531982
	Iteration 30Q: 3 clusters Score -838524.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -838570.250000 Penalty: 2875.531982
	Iteration 31Q: 3 clusters Score -838570.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -838620.000000 Penalty: 2875.531982
	Iteration 32Q: 3 clusters Score -838620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -838666.062500 Penalty: 2875.531982
	Iteration 33Q: 3 clusters Score -838666.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -838699.312500 Penalty: 2875.531982
	Iteration 34Q: 3 clusters Score -838699.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -838732.750000 Penalty: 2875.531982
	Iteration 35Q: 3 clusters Score -838732.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -838756.875000 Penalty: 2875.531982
	Iteration 36Q: 3 clusters Score -838756.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -838779.562500 Penalty: 2875.531982
	Iteration 37Q: 3 clusters Score -838779.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -838799.312500 Penalty: 2875.531982
	Iteration 38Q: 3 clusters Score -838799.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -838813.000000 Penalty: 2875.531982
	Iteration 39Q: 3 clusters Score -838813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -838825.375000 Penalty: 2875.531982
	Iteration 40F: 3 clusters Score -838825.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -838831.875000 Penalty: 2875.531982
	Iteration 41Q: 3 clusters Score -838831.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -838839.937500 Penalty: 2875.531982
	Iteration 42Q: 3 clusters Score -838839.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -838850.125000 Penalty: 2875.531982
	Iteration 43Q: 3 clusters Score -838850.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -838857.312500 Penalty: 2875.531982
	Iteration 44Q: 3 clusters Score -838857.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -838866.000000 Penalty: 2875.531982
	Iteration 45Q: 3 clusters Score -838866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -838869.687500 Penalty: 2875.531982
	Iteration 46Q: 3 clusters Score -838869.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -838878.625000 Penalty: 2875.531982
	Iteration 47Q: 3 clusters Score -838878.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -838880.875000 Penalty: 2875.531982
	Iteration 48Q: 3 clusters Score -838880.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -838883.562500 Penalty: 2875.531982
	Iteration 49Q: 3 clusters Score -838883.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -838888.187500 Penalty: 2875.531982
	Iteration 50Q: 3 clusters Score -838888.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -838887.812500 Penalty: 2875.531982
	Iteration 51Q: 3 clusters Score -838887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -838890.437500 Penalty: 2875.531982
	Iteration 52Q: 3 clusters Score -838890.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -838891.625000 Penalty: 2875.531982
	Iteration 53Q: 3 clusters Score -838891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -838892.312500 Penalty: 2875.531982
	Iteration 54Q: 3 clusters Score -838892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -838891.875000 Penalty: 2875.531982
	Iteration 55Q: 3 clusters Score -838891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -838893.875000 Penalty: 2875.531982
	Iteration 56Q: 3 clusters Score -838893.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -838894.125000 Penalty: 2875.531982
	Iteration 57Q: 3 clusters Score -838894.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -838896.125000 Penalty: 2875.531982
	Iteration 58Q: 3 clusters Score -838896.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -838898.187500 Penalty: 2875.531982
	Iteration 59Q: 3 clusters Score -838898.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -838900.562500 Penalty: 2875.531982
	Iteration 60F: 3 clusters Score -838900.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -838902.562500 Penalty: 2875.531982
	Iteration 61Q: 3 clusters Score -838902.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -838904.937500 Penalty: 2875.531982
	Iteration 62Q: 3 clusters Score -838904.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -838908.000000 Penalty: 2875.531982
	Iteration 63Q: 3 clusters Score -838908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -838912.812500 Penalty: 2875.531982
	Iteration 64Q: 3 clusters Score -838912.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -838912.625000 Penalty: 2875.531982
	Iteration 65Q: 3 clusters Score -838912.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -838917.000000 Penalty: 2875.531982
	Iteration 66Q: 3 clusters Score -838917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -838921.812500 Penalty: 2875.531982
	Iteration 67Q: 3 clusters Score -838921.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -838928.062500 Penalty: 2875.531982
	Iteration 68Q: 3 clusters Score -838928.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -838934.250000 Penalty: 2875.531982
	Iteration 69Q: 3 clusters Score -838934.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -838936.812500 Penalty: 2875.531982
	Iteration 70Q: 3 clusters Score -838936.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -838946.500000 Penalty: 2875.531982
	Iteration 71Q: 3 clusters Score -838946.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -838948.000000 Penalty: 2875.531982
	Iteration 72Q: 3 clusters Score -838948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -838956.500000 Penalty: 2875.531982
	Iteration 73Q: 3 clusters Score -838956.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -838969.562500 Penalty: 2875.531982
	Iteration 74Q: 3 clusters Score -838969.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -838983.312500 Penalty: 2875.531982
	Iteration 75Q: 3 clusters Score -838983.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -839002.562500 Penalty: 2875.531982
	Iteration 76Q: 3 clusters Score -839002.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -839031.187500 Penalty: 2875.531982
	Iteration 77Q: 3 clusters Score -839031.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -839052.937500 Penalty: 2875.531982
	Iteration 78Q: 3 clusters Score -839052.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -839071.312500 Penalty: 2875.531982
	Iteration 79Q: 3 clusters Score -839071.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -839091.875000 Penalty: 2875.531982
	Iteration 80F: 3 clusters Score -839091.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -839109.625000 Penalty: 2875.531982
	Iteration 81Q: 3 clusters Score -839109.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -839129.812500 Penalty: 2875.531982
	Iteration 82Q: 3 clusters Score -839129.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -839145.500000 Penalty: 2875.531982
	Iteration 83Q: 3 clusters Score -839145.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -839154.312500 Penalty: 2875.531982
	Iteration 84Q: 3 clusters Score -839154.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -839162.187500 Penalty: 2875.531982
	Iteration 85Q: 3 clusters Score -839162.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -839171.937500 Penalty: 2875.531982
	Iteration 86Q: 3 clusters Score -839171.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -839179.437500 Penalty: 2875.531982
	Iteration 87Q: 3 clusters Score -839179.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -839191.125000 Penalty: 2875.531982
	Iteration 88Q: 3 clusters Score -839191.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -839199.375000 Penalty: 2875.531982
	Iteration 89Q: 3 clusters Score -839199.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -839210.187500 Penalty: 2875.531982
	Iteration 90Q: 3 clusters Score -839210.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -839214.250000 Penalty: 2875.531982
	Iteration 91Q: 3 clusters Score -839214.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -839221.187500 Penalty: 2875.531982
	Iteration 92Q: 3 clusters Score -839221.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -839224.937500 Penalty: 2875.531982
	Iteration 93Q: 3 clusters Score -839224.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -839230.937500 Penalty: 2875.531982
	Iteration 94Q: 3 clusters Score -839230.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -839238.562500 Penalty: 2875.531982
	Iteration 95Q: 3 clusters Score -839238.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -839243.812500 Penalty: 2875.531982
	Iteration 96Q: 3 clusters Score -839243.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -839250.375000 Penalty: 2875.531982
	Iteration 97Q: 3 clusters Score -839250.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -839256.687500 Penalty: 2875.531982
	Iteration 98Q: 3 clusters Score -839256.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -839262.125000 Penalty: 2875.531982
	Iteration 99Q: 3 clusters Score -839262.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -839264.687500 Penalty: 2875.531982
	Iteration 100F: 3 clusters Score -839264.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -839267.250000 Penalty: 2875.531982
	Iteration 101Q: 3 clusters Score -839267.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -839272.125000 Penalty: 2875.531982
	Iteration 102Q: 3 clusters Score -839272.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -839276.000000 Penalty: 2875.531982
	Iteration 103Q: 3 clusters Score -839276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -839285.062500 Penalty: 2875.531982
	Iteration 104Q: 3 clusters Score -839285.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -839290.875000 Penalty: 2875.531982
	Iteration 105Q: 3 clusters Score -839290.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -839294.937500 Penalty: 2875.531982
	Iteration 106Q: 3 clusters Score -839294.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -839298.812500 Penalty: 2875.531982
	Iteration 107Q: 3 clusters Score -839298.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -839301.375000 Penalty: 2875.531982
	Iteration 108Q: 3 clusters Score -839301.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -839306.000000 Penalty: 2875.531982
	Iteration 109Q: 3 clusters Score -839306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -839311.500000 Penalty: 2875.531982
	Iteration 110Q: 3 clusters Score -839311.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -839318.562500 Penalty: 2875.531982
	Iteration 111Q: 3 clusters Score -839318.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -839322.562500 Penalty: 2875.531982
	Iteration 112Q: 3 clusters Score -839322.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -839326.562500 Penalty: 2875.531982
	Iteration 113Q: 3 clusters Score -839326.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -839330.875000 Penalty: 2875.531982
	Iteration 114Q: 3 clusters Score -839330.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -839335.437500 Penalty: 2875.531982
	Iteration 115Q: 3 clusters Score -839335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -839338.687500 Penalty: 2875.531982
	Iteration 116Q: 3 clusters Score -839338.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -839339.875000 Penalty: 2875.531982
	Iteration 117Q: 3 clusters Score -839339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -839341.312500 Penalty: 2875.531982
	Iteration 118Q: 3 clusters Score -839341.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -839344.312500 Penalty: 2875.531982
	Iteration 119Q: 3 clusters Score -839344.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -839347.812500 Penalty: 2875.531982
	Iteration 120F: 3 clusters Score -839347.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -839352.375000 Penalty: 2875.531982
	Iteration 121Q: 3 clusters Score -839352.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -839356.500000 Penalty: 2875.531982
	Iteration 122Q: 3 clusters Score -839356.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -839358.375000 Penalty: 2875.531982
	Iteration 123Q: 3 clusters Score -839358.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -839359.812500 Penalty: 2875.531982
	Iteration 124Q: 3 clusters Score -839359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -839363.000000 Penalty: 2875.531982
	Iteration 125Q: 3 clusters Score -839363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -839367.875000 Penalty: 2875.531982
	Iteration 126Q: 3 clusters Score -839367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -839368.937500 Penalty: 2875.531982
	Iteration 127Q: 3 clusters Score -839368.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -839374.437500 Penalty: 2875.531982
	Iteration 128Q: 3 clusters Score -839374.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -839377.437500 Penalty: 2875.531982
	Iteration 129Q: 3 clusters Score -839377.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -839381.500000 Penalty: 2875.531982
	Iteration 130Q: 3 clusters Score -839381.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -839384.937500 Penalty: 2875.531982
	Iteration 131Q: 3 clusters Score -839384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -839388.062500 Penalty: 2875.531982
	Iteration 132Q: 3 clusters Score -839388.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -839387.375000 Penalty: 2875.531982
	Iteration 133Q: 3 clusters Score -839387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -839389.000000 Penalty: 2875.531982
	Iteration 134Q: 3 clusters Score -839389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -839390.187500 Penalty: 2875.531982
	Iteration 135Q: 3 clusters Score -839390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -839390.750000 Penalty: 2875.531982
	Iteration 136Q: 3 clusters Score -839390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -839392.937500 Penalty: 2875.531982
	Iteration 137Q: 3 clusters Score -839392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -839392.375000 Penalty: 2875.531982
	Iteration 138Q: 3 clusters Score -839392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -839393.625000 Penalty: 2875.531982
	Iteration 139Q: 3 clusters Score -839393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -839391.687500 Penalty: 2875.531982
	Iteration 140F: 3 clusters Score -839391.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -839393.937500 Penalty: 2875.531982
	Iteration 141Q: 3 clusters Score -839393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -839394.937500 Penalty: 2875.531982
	Iteration 142Q: 3 clusters Score -839394.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -839396.812500 Penalty: 2875.531982
	Iteration 143Q: 3 clusters Score -839396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -839396.625000 Penalty: 2875.531982
	Iteration 144Q: 3 clusters Score -839396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -839398.125000 Penalty: 2875.531982
	Iteration 145Q: 3 clusters Score -839398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -839396.187500 Penalty: 2875.531982
	Iteration 146Q: 3 clusters Score -839396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -839397.187500 Penalty: 2875.531982
	Iteration 147Q: 3 clusters Score -839397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -839397.187500 Penalty: 2875.531982
	Iteration 148Q: 3 clusters Score -839397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -839397.187500 Penalty: 2875.531982
	Iteration 149F: 3 clusters Score -839397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Entering Unmasked Estep 
Score: -9918979.000000 Penalty: 1828.270996
	Iteration 0F: 2 clusters Score -9918979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -9868567.000000 Penalty: 3656.541992
	Iteration 0F: 3 clusters Score -9868567 nChanged 36374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -9889307.000000 Penalty: 3656.541992
	Iteration 1F: 3 clusters Score -9889307 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -9889890.000000 Penalty: 3656.541992
	Iteration 2Q: 3 clusters Score -9889890 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -9890813.000000 Penalty: 3656.541992
	Iteration 3Q: 3 clusters Score -9890813 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -9892337.000000 Penalty: 3656.541992
	Iteration 4Q: 3 clusters Score -9892337 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -9894970.000000 Penalty: 3656.541992
	Iteration 5F: 3 clusters Score -9894970 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -9899278.000000 Penalty: 3656.541992
	Iteration 6F: 3 clusters Score -9899278 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -9905580.000000 Penalty: 3656.541992
	Iteration 7F: 3 clusters Score -9905580 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -9911611.000000 Penalty: 3656.541992
	Iteration 8F: 3 clusters Score -9911611 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -9915228.000000 Penalty: 3656.541992
	Iteration 9Q: 3 clusters Score -9915228 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -9916627.000000 Penalty: 3656.541992
	Iteration 10Q: 3 clusters Score -9916627 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 76601 members 
Entering Unmasked Estep 
Score: -9917068.000000 Penalty: 3656.541992
	Iteration 11Q: 3 clusters Score -9917068 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -9917226.000000 Penalty: 3656.541992
	Iteration 12Q: 3 clusters Score -9917226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -9917300.000000 Penalty: 3656.541992
	Iteration 13Q: 3 clusters Score -9917300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -9917319.000000 Penalty: 3656.541992
	Iteration 14Q: 3 clusters Score -9917319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -9917343.000000 Penalty: 3656.541992
	Iteration 15Q: 3 clusters Score -9917343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -9917353.000000 Penalty: 3656.541992
	Iteration 16Q: 3 clusters Score -9917353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -9917349.000000 Penalty: 3656.541992
	Iteration 17Q: 3 clusters Score -9917349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -9917358.000000 Penalty: 3656.541992
	Iteration 18Q: 3 clusters Score -9917358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -9917364.000000 Penalty: 3656.541992
	Iteration 19Q: 3 clusters Score -9917364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -9917367.000000 Penalty: 3656.541992
	Iteration 20F: 3 clusters Score -9917367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -9917369.000000 Penalty: 3656.541992
	Iteration 21Q: 3 clusters Score -9917369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76791 members 
Entering Unmasked Estep 
Score: -9917369.000000 Penalty: 3656.541992
	Iteration 22Q: 3 clusters Score -9917369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -9917364.000000 Penalty: 3656.541992
	Iteration 23Q: 3 clusters Score -9917364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -9917364.000000 Penalty: 3656.541992
	Iteration 24F: 3 clusters Score -9917364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Entering Unmasked Estep 
Score: -9699150.000000 Penalty: 1824.515381
	Iteration 0F: 2 clusters Score -9699150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -9649777.000000 Penalty: 3649.030762
	Iteration 0F: 3 clusters Score -9649777 nChanged 35816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -9671016.000000 Penalty: 3649.030762
	Iteration 1F: 3 clusters Score -9671016 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -9672332.000000 Penalty: 3649.030762
	Iteration 2Q: 3 clusters Score -9672332 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -9673976.000000 Penalty: 3649.030762
	Iteration 3Q: 3 clusters Score -9673976 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -9676435.000000 Penalty: 3649.030762
	Iteration 4F: 3 clusters Score -9676435 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -9679911.000000 Penalty: 3649.030762
	Iteration 5F: 3 clusters Score -9679911 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -9683953.000000 Penalty: 3649.030762
	Iteration 6F: 3 clusters Score -9683953 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -9687816.000000 Penalty: 3649.030762
	Iteration 7F: 3 clusters Score -9687816 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -9690808.000000 Penalty: 3649.030762
	Iteration 8Q: 3 clusters Score -9690808 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -9692989.000000 Penalty: 3649.030762
	Iteration 9Q: 3 clusters Score -9692989 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -9694431.000000 Penalty: 3649.030762
	Iteration 10Q: 3 clusters Score -9694431 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -9695357.000000 Penalty: 3649.030762
	Iteration 11Q: 3 clusters Score -9695357 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9695944.000000 Penalty: 3649.030762
	Iteration 12Q: 3 clusters Score -9695944 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9696356.000000 Penalty: 3649.030762
	Iteration 13Q: 3 clusters Score -9696356 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9696687.000000 Penalty: 3649.030762
	Iteration 14Q: 3 clusters Score -9696687 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9696879.000000 Penalty: 3649.030762
	Iteration 15Q: 3 clusters Score -9696879 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9697050.000000 Penalty: 3649.030762
	Iteration 16Q: 3 clusters Score -9697050 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9697134.000000 Penalty: 3649.030762
	Iteration 17Q: 3 clusters Score -9697134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9697233.000000 Penalty: 3649.030762
	Iteration 18Q: 3 clusters Score -9697233 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9697292.000000 Penalty: 3649.030762
	Iteration 19Q: 3 clusters Score -9697292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9697352.000000 Penalty: 3649.030762
	Iteration 20F: 3 clusters Score -9697352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9697377.000000 Penalty: 3649.030762
	Iteration 21Q: 3 clusters Score -9697377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74560 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9697410.000000 Penalty: 3649.030762
	Iteration 22Q: 3 clusters Score -9697410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9697439.000000 Penalty: 3649.030762
	Iteration 23Q: 3 clusters Score -9697439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9697461.000000 Penalty: 3649.030762
	Iteration 24Q: 3 clusters Score -9697461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9697477.000000 Penalty: 3649.030762
	Iteration 25Q: 3 clusters Score -9697477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74658 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9697506.000000 Penalty: 3649.030762
	Iteration 26Q: 3 clusters Score -9697506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9697522.000000 Penalty: 3649.030762
	Iteration 27Q: 3 clusters Score -9697522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9697545.000000 Penalty: 3649.030762
	Iteration 28Q: 3 clusters Score -9697545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9697568.000000 Penalty: 3649.030762
	Iteration 29Q: 3 clusters Score -9697568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9697574.000000 Penalty: 3649.030762
	Iteration 30Q: 3 clusters Score -9697574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9697592.000000 Penalty: 3649.030762
	Iteration 31Q: 3 clusters Score -9697592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74740 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9697593.000000 Penalty: 3649.030762
	Iteration 32Q: 3 clusters Score -9697593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9697595.000000 Penalty: 3649.030762
	Iteration 33Q: 3 clusters Score -9697595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9697596.000000 Penalty: 3649.030762
	Iteration 34Q: 3 clusters Score -9697596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9697599.000000 Penalty: 3649.030762
	Iteration 35Q: 3 clusters Score -9697599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9697599.000000 Penalty: 3649.030762
	Iteration 36Q: 3 clusters Score -9697599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9697607.000000 Penalty: 3649.030762
	Iteration 37Q: 3 clusters Score -9697607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9697609.000000 Penalty: 3649.030762
	Iteration 38Q: 3 clusters Score -9697609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9697614.000000 Penalty: 3649.030762
	Iteration 39Q: 3 clusters Score -9697614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9697611.000000 Penalty: 3649.030762
	Iteration 40F: 3 clusters Score -9697611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9697610.000000 Penalty: 3649.030762
	Iteration 41Q: 3 clusters Score -9697610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9697615.000000 Penalty: 3649.030762
	Iteration 42Q: 3 clusters Score -9697615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9697617.000000 Penalty: 3649.030762
	Iteration 43Q: 3 clusters Score -9697617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9697625.000000 Penalty: 3649.030762
	Iteration 44Q: 3 clusters Score -9697625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9697621.000000 Penalty: 3649.030762
	Iteration 45Q: 3 clusters Score -9697621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9697627.000000 Penalty: 3649.030762
	Iteration 46Q: 3 clusters Score -9697627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9697622.000000 Penalty: 3649.030762
	Iteration 47Q: 3 clusters Score -9697622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9697628.000000 Penalty: 3649.030762
	Iteration 48Q: 3 clusters Score -9697628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9697629.000000 Penalty: 3649.030762
	Iteration 49Q: 3 clusters Score -9697629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9697630.000000 Penalty: 3649.030762
	Iteration 50Q: 3 clusters Score -9697630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9697621.000000 Penalty: 3649.030762
	Iteration 51Q: 3 clusters Score -9697621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9697629.000000 Penalty: 3649.030762
	Iteration 52Q: 3 clusters Score -9697629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9697630.000000 Penalty: 3649.030762
	Iteration 53Q: 3 clusters Score -9697630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74805 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9697630.000000 Penalty: 3649.030762
	Iteration 54Q: 3 clusters Score -9697630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9697637.000000 Penalty: 3649.030762
	Iteration 55Q: 3 clusters Score -9697637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9697635.000000 Penalty: 3649.030762
	Iteration 56Q: 3 clusters Score -9697635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9697631.000000 Penalty: 3649.030762
	Iteration 57Q: 3 clusters Score -9697631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9697633.000000 Penalty: 3649.030762
	Iteration 58Q: 3 clusters Score -9697633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9697640.000000 Penalty: 3649.030762
	Iteration 59Q: 3 clusters Score -9697640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9697645.000000 Penalty: 3649.030762
	Iteration 60F: 3 clusters Score -9697645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9697639.000000 Penalty: 3649.030762
	Iteration 61Q: 3 clusters Score -9697639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9697641.000000 Penalty: 3649.030762
	Iteration 62Q: 3 clusters Score -9697641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9697642.000000 Penalty: 3649.030762
	Iteration 63Q: 3 clusters Score -9697642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9697638.000000 Penalty: 3649.030762
	Iteration 64Q: 3 clusters Score -9697638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9697649.000000 Penalty: 3649.030762
	Iteration 65Q: 3 clusters Score -9697649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9697644.000000 Penalty: 3649.030762
	Iteration 66Q: 3 clusters Score -9697644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9697644.000000 Penalty: 3649.030762
	Iteration 67F: 3 clusters Score -9697644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -11202.122070 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -11202.12 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 125 members 
Entering Unmasked Estep 
Score: -10588.377930 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -10588.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10826.104492 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -10826.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10964.405273 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -10964.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11057.945312 Penalty: 1787.908936
	Iteration 3F: 3 clusters Score -11057.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11120.336914 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -11120.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11140.531250 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -11140.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11207.465820 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -11207.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11223.781250 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -11223.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11232.324219 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -11232.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11242.636719 Penalty: 1787.908936
	Iteration 9Q: 3 clusters Score -11242.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11268.081055 Penalty: 1787.908936
	Iteration 10Q: 3 clusters Score -11268.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11278.918945 Penalty: 1787.908936
	Iteration 11Q: 3 clusters Score -11278.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11288.875977 Penalty: 1787.908936
	Iteration 12F: 3 clusters Score -11288.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11397.376953 Penalty: 1787.908936
	Iteration 13Q: 3 clusters Score -11397.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11431.522461 Penalty: 1787.908936
	Iteration 14Q: 3 clusters Score -11431.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11478.042969 Penalty: 1787.908936
	Iteration 15Q: 3 clusters Score -11478.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11488.777344 Penalty: 1787.908936
	Iteration 16Q: 3 clusters Score -11488.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11517.909180 Penalty: 1787.908936
	Iteration 17Q: 3 clusters Score -11517.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11530.410156 Penalty: 1787.908936
	Iteration 18Q: 3 clusters Score -11530.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11530.410156 Penalty: 1787.908936
	Iteration 19F: 3 clusters Score -11530.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 10734 members 
Mstep: Class 3 contains 91038 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31703 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73407 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 76949 members 
Mstep: Class 15 contains 75191 members 
Mstep: Class 16 contains 97 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 50075 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35834 members 
Entering Unmasked Estep 
Score: -69532456.000000 Penalty: 42966.859375
Splitting cluster 16 changes total score from -69533360.000000 to -69532456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (50075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Entering Unmasked Estep 
Score: -6441944.000000 Penalty: 1758.457642
	Iteration 0F: 2 clusters Score -6441944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -6408562.000000 Penalty: 3516.915283
	Iteration 0F: 3 clusters Score -6408562 nChanged 23377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -6421721.000000 Penalty: 3516.915283
	Iteration 1F: 3 clusters Score -6421721 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -6422225.500000 Penalty: 3516.915283
	Iteration 2Q: 3 clusters Score -6422226 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -6422791.000000 Penalty: 3516.915283
	Iteration 3Q: 3 clusters Score -6422791 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -6423425.500000 Penalty: 3516.915283
	Iteration 4Q: 3 clusters Score -6423426 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -6424234.000000 Penalty: 3516.915283
	Iteration 5Q: 3 clusters Score -6424234 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -6425350.500000 Penalty: 3516.915283
	Iteration 6Q: 3 clusters Score -6425350 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -6426780.500000 Penalty: 3516.915283
	Iteration 7F: 3 clusters Score -6426780 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -6428416.500000 Penalty: 3516.915283
	Iteration 8F: 3 clusters Score -6428416 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -6430203.000000 Penalty: 3516.915283
	Iteration 9F: 3 clusters Score -6430203 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -6432077.000000 Penalty: 3516.915283
	Iteration 10F: 3 clusters Score -6432077 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -6434058.500000 Penalty: 3516.915283
	Iteration 11F: 3 clusters Score -6434058 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -6436024.500000 Penalty: 3516.915283
	Iteration 12F: 3 clusters Score -6436024 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -6437657.000000 Penalty: 3516.915283
	Iteration 13Q: 3 clusters Score -6437657 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6438779.000000 Penalty: 3516.915283
	Iteration 14Q: 3 clusters Score -6438779 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6439432.500000 Penalty: 3516.915283
	Iteration 15Q: 3 clusters Score -6439432 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6439840.500000 Penalty: 3516.915283
	Iteration 16Q: 3 clusters Score -6439840 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6440122.000000 Penalty: 3516.915283
	Iteration 17Q: 3 clusters Score -6440122 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6440305.000000 Penalty: 3516.915283
	Iteration 18Q: 3 clusters Score -6440305 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6440403.000000 Penalty: 3516.915283
	Iteration 19Q: 3 clusters Score -6440403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6440471.500000 Penalty: 3516.915283
	Iteration 20F: 3 clusters Score -6440472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6440504.500000 Penalty: 3516.915283
	Iteration 21Q: 3 clusters Score -6440504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6440546.500000 Penalty: 3516.915283
	Iteration 22Q: 3 clusters Score -6440546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6440572.000000 Penalty: 3516.915283
	Iteration 23Q: 3 clusters Score -6440572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6440598.000000 Penalty: 3516.915283
	Iteration 24Q: 3 clusters Score -6440598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6440614.000000 Penalty: 3516.915283
	Iteration 25Q: 3 clusters Score -6440614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6440614.500000 Penalty: 3516.915283
	Iteration 26Q: 3 clusters Score -6440614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6440618.000000 Penalty: 3516.915283
	Iteration 27Q: 3 clusters Score -6440618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6440630.000000 Penalty: 3516.915283
	Iteration 28Q: 3 clusters Score -6440630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6440631.500000 Penalty: 3516.915283
	Iteration 29Q: 3 clusters Score -6440632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6440634.500000 Penalty: 3516.915283
	Iteration 30Q: 3 clusters Score -6440634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6440632.500000 Penalty: 3516.915283
	Iteration 31Q: 3 clusters Score -6440632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6440637.000000 Penalty: 3516.915283
	Iteration 32Q: 3 clusters Score -6440637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6440642.000000 Penalty: 3516.915283
	Iteration 33Q: 3 clusters Score -6440642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6440646.000000 Penalty: 3516.915283
	Iteration 34Q: 3 clusters Score -6440646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6440646.000000 Penalty: 3516.915283
	Iteration 35F: 3 clusters Score -6440646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -303787.687500 Penalty: 1265.651733
	Iteration 0F: 2 clusters Score -303787.7 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 1204 members 
Entering Unmasked Estep 
Score: -301419.656250 Penalty: 2531.303467
	Iteration 0F: 3 clusters Score -301419.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -301905.781250 Penalty: 2531.303467
	Iteration 1F: 3 clusters Score -301905.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -302024.875000 Penalty: 2531.303467
	Iteration 2F: 3 clusters Score -302024.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -302103.062500 Penalty: 2531.303467
	Iteration 3F: 3 clusters Score -302103.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -302142.656250 Penalty: 2531.303467
	Iteration 4Q: 3 clusters Score -302142.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -302162.937500 Penalty: 2531.303467
	Iteration 5Q: 3 clusters Score -302162.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -302176.750000 Penalty: 2531.303467
	Iteration 6Q: 3 clusters Score -302176.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -302189.625000 Penalty: 2531.303467
	Iteration 7Q: 3 clusters Score -302189.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -302199.656250 Penalty: 2531.303467
	Iteration 8Q: 3 clusters Score -302199.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -302208.406250 Penalty: 2531.303467
	Iteration 9Q: 3 clusters Score -302208.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -302217.375000 Penalty: 2531.303467
	Iteration 10Q: 3 clusters Score -302217.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -302225.375000 Penalty: 2531.303467
	Iteration 11Q: 3 clusters Score -302225.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -302229.750000 Penalty: 2531.303467
	Iteration 12Q: 3 clusters Score -302229.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -302234.093750 Penalty: 2531.303467
	Iteration 13Q: 3 clusters Score -302234.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -302239.812500 Penalty: 2531.303467
	Iteration 14Q: 3 clusters Score -302239.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -302246.593750 Penalty: 2531.303467
	Iteration 15Q: 3 clusters Score -302246.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -302251.593750 Penalty: 2531.303467
	Iteration 16Q: 3 clusters Score -302251.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -302255.625000 Penalty: 2531.303467
	Iteration 17Q: 3 clusters Score -302255.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -302258.687500 Penalty: 2531.303467
	Iteration 18Q: 3 clusters Score -302258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -302261.125000 Penalty: 2531.303467
	Iteration 19Q: 3 clusters Score -302261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -302261.843750 Penalty: 2531.303467
	Iteration 20F: 3 clusters Score -302261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -302262.343750 Penalty: 2531.303467
	Iteration 21Q: 3 clusters Score -302262.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -302262.062500 Penalty: 2531.303467
	Iteration 22Q: 3 clusters Score -302262.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -302262.062500 Penalty: 2531.303467
	Iteration 23F: 3 clusters Score -302262.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Entering Unmasked Estep 
Score: -4612472.500000 Penalty: 1704.081055
	Iteration 0F: 2 clusters Score -4612472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4588305.000000 Penalty: 3408.162109
	Iteration 0F: 3 clusters Score -4588305 nChanged 16651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4597814.500000 Penalty: 3408.162109
	Iteration 1F: 3 clusters Score -4597814 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4598169.500000 Penalty: 3408.162109
	Iteration 2Q: 3 clusters Score -4598170 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4598575.500000 Penalty: 3408.162109
	Iteration 3Q: 3 clusters Score -4598576 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4599006.000000 Penalty: 3408.162109
	Iteration 4Q: 3 clusters Score -4599006 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -4599423.000000 Penalty: 3408.162109
	Iteration 5Q: 3 clusters Score -4599423 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4599983.000000 Penalty: 3408.162109
	Iteration 6Q: 3 clusters Score -4599983 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4600745.500000 Penalty: 3408.162109
	Iteration 7Q: 3 clusters Score -4600746 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4601716.500000 Penalty: 3408.162109
	Iteration 8Q: 3 clusters Score -4601716 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4602899.500000 Penalty: 3408.162109
	Iteration 9F: 3 clusters Score -4602900 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4604204.000000 Penalty: 3408.162109
	Iteration 10F: 3 clusters Score -4604204 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4605136.000000 Penalty: 3408.162109
	Iteration 11Q: 3 clusters Score -4605136 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4605659.500000 Penalty: 3408.162109
	Iteration 12Q: 3 clusters Score -4605660 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4605905.500000 Penalty: 3408.162109
	Iteration 13Q: 3 clusters Score -4605906 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4606058.000000 Penalty: 3408.162109
	Iteration 14Q: 3 clusters Score -4606058 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4606176.500000 Penalty: 3408.162109
	Iteration 15Q: 3 clusters Score -4606176 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -4606381.000000 Penalty: 3408.162109
	Iteration 16Q: 3 clusters Score -4606381 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4606542.500000 Penalty: 3408.162109
	Iteration 17Q: 3 clusters Score -4606542 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4606700.500000 Penalty: 3408.162109
	Iteration 18Q: 3 clusters Score -4606700 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4606873.500000 Penalty: 3408.162109
	Iteration 19Q: 3 clusters Score -4606874 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -4607012.000000 Penalty: 3408.162109
	Iteration 20F: 3 clusters Score -4607012 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4607143.000000 Penalty: 3408.162109
	Iteration 21Q: 3 clusters Score -4607143 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -4607276.500000 Penalty: 3408.162109
	Iteration 22Q: 3 clusters Score -4607276 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -4607429.000000 Penalty: 3408.162109
	Iteration 23Q: 3 clusters Score -4607429 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -4607564.000000 Penalty: 3408.162109
	Iteration 24Q: 3 clusters Score -4607564 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -4607698.500000 Penalty: 3408.162109
	Iteration 25Q: 3 clusters Score -4607698 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4607805.000000 Penalty: 3408.162109
	Iteration 26Q: 3 clusters Score -4607805 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -4607924.500000 Penalty: 3408.162109
	Iteration 27Q: 3 clusters Score -4607924 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -4608038.500000 Penalty: 3408.162109
	Iteration 28Q: 3 clusters Score -4608038 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -4608187.000000 Penalty: 3408.162109
	Iteration 29Q: 3 clusters Score -4608187 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4608305.000000 Penalty: 3408.162109
	Iteration 30Q: 3 clusters Score -4608305 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4608462.000000 Penalty: 3408.162109
	Iteration 31Q: 3 clusters Score -4608462 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4608592.000000 Penalty: 3408.162109
	Iteration 32Q: 3 clusters Score -4608592 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -4608694.500000 Penalty: 3408.162109
	Iteration 33Q: 3 clusters Score -4608694 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -4608807.000000 Penalty: 3408.162109
	Iteration 34Q: 3 clusters Score -4608807 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4608903.500000 Penalty: 3408.162109
	Iteration 35Q: 3 clusters Score -4608904 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4608985.000000 Penalty: 3408.162109
	Iteration 36Q: 3 clusters Score -4608985 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4609051.000000 Penalty: 3408.162109
	Iteration 37Q: 3 clusters Score -4609051 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -4609141.500000 Penalty: 3408.162109
	Iteration 38Q: 3 clusters Score -4609142 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -4609219.500000 Penalty: 3408.162109
	Iteration 39Q: 3 clusters Score -4609220 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4609327.000000 Penalty: 3408.162109
	Iteration 40F: 3 clusters Score -4609327 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -4609422.000000 Penalty: 3408.162109
	Iteration 41Q: 3 clusters Score -4609422 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4609525.000000 Penalty: 3408.162109
	Iteration 42Q: 3 clusters Score -4609525 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -4609628.500000 Penalty: 3408.162109
	Iteration 43Q: 3 clusters Score -4609628 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -4609754.000000 Penalty: 3408.162109
	Iteration 44Q: 3 clusters Score -4609754 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -4609889.500000 Penalty: 3408.162109
	Iteration 45Q: 3 clusters Score -4609890 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4610018.500000 Penalty: 3408.162109
	Iteration 46Q: 3 clusters Score -4610018 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4610106.500000 Penalty: 3408.162109
	Iteration 47Q: 3 clusters Score -4610106 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -4610192.500000 Penalty: 3408.162109
	Iteration 48Q: 3 clusters Score -4610192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4610258.000000 Penalty: 3408.162109
	Iteration 49Q: 3 clusters Score -4610258 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4610329.500000 Penalty: 3408.162109
	Iteration 50Q: 3 clusters Score -4610330 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4610391.500000 Penalty: 3408.162109
	Iteration 51Q: 3 clusters Score -4610392 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4610472.000000 Penalty: 3408.162109
	Iteration 52Q: 3 clusters Score -4610472 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -4610515.000000 Penalty: 3408.162109
	Iteration 53Q: 3 clusters Score -4610515 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4610578.000000 Penalty: 3408.162109
	Iteration 54Q: 3 clusters Score -4610578 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4610632.500000 Penalty: 3408.162109
	Iteration 55Q: 3 clusters Score -4610632 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4610681.500000 Penalty: 3408.162109
	Iteration 56Q: 3 clusters Score -4610682 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4610727.500000 Penalty: 3408.162109
	Iteration 57Q: 3 clusters Score -4610728 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4610775.000000 Penalty: 3408.162109
	Iteration 58Q: 3 clusters Score -4610775 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4610824.000000 Penalty: 3408.162109
	Iteration 59Q: 3 clusters Score -4610824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4610876.000000 Penalty: 3408.162109
	Iteration 60F: 3 clusters Score -4610876 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4610935.500000 Penalty: 3408.162109
	Iteration 61Q: 3 clusters Score -4610936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4610979.000000 Penalty: 3408.162109
	Iteration 62Q: 3 clusters Score -4610979 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -4611039.000000 Penalty: 3408.162109
	Iteration 63Q: 3 clusters Score -4611039 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4611082.500000 Penalty: 3408.162109
	Iteration 64Q: 3 clusters Score -4611082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4611120.500000 Penalty: 3408.162109
	Iteration 65Q: 3 clusters Score -4611120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4611173.500000 Penalty: 3408.162109
	Iteration 66Q: 3 clusters Score -4611174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4611215.500000 Penalty: 3408.162109
	Iteration 67Q: 3 clusters Score -4611216 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4611262.000000 Penalty: 3408.162109
	Iteration 68Q: 3 clusters Score -4611262 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -4611276.000000 Penalty: 3408.162109
	Iteration 69Q: 3 clusters Score -4611276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4611294.500000 Penalty: 3408.162109
	Iteration 70Q: 3 clusters Score -4611294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4611318.500000 Penalty: 3408.162109
	Iteration 71Q: 3 clusters Score -4611318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -4611340.500000 Penalty: 3408.162109
	Iteration 72Q: 3 clusters Score -4611340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4611362.500000 Penalty: 3408.162109
	Iteration 73Q: 3 clusters Score -4611362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -4611374.500000 Penalty: 3408.162109
	Iteration 74Q: 3 clusters Score -4611374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4611385.000000 Penalty: 3408.162109
	Iteration 75Q: 3 clusters Score -4611385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4611393.500000 Penalty: 3408.162109
	Iteration 76Q: 3 clusters Score -4611394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4611409.500000 Penalty: 3408.162109
	Iteration 77Q: 3 clusters Score -4611410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -4611416.500000 Penalty: 3408.162109
	Iteration 78Q: 3 clusters Score -4611416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4611423.000000 Penalty: 3408.162109
	Iteration 79Q: 3 clusters Score -4611423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -4611431.000000 Penalty: 3408.162109
	Iteration 80F: 3 clusters Score -4611431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4611435.500000 Penalty: 3408.162109
	Iteration 81Q: 3 clusters Score -4611436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4611437.500000 Penalty: 3408.162109
	Iteration 82Q: 3 clusters Score -4611438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4611439.000000 Penalty: 3408.162109
	Iteration 83Q: 3 clusters Score -4611439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4611444.500000 Penalty: 3408.162109
	Iteration 84Q: 3 clusters Score -4611444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -4611441.500000 Penalty: 3408.162109
	Iteration 85Q: 3 clusters Score -4611442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4611446.500000 Penalty: 3408.162109
	Iteration 86Q: 3 clusters Score -4611446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -4611450.000000 Penalty: 3408.162109
	Iteration 87Q: 3 clusters Score -4611450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4611456.000000 Penalty: 3408.162109
	Iteration 88Q: 3 clusters Score -4611456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -4611452.500000 Penalty: 3408.162109
	Iteration 89Q: 3 clusters Score -4611452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -4611454.500000 Penalty: 3408.162109
	Iteration 90Q: 3 clusters Score -4611454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -4611457.000000 Penalty: 3408.162109
	Iteration 91Q: 3 clusters Score -4611457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -4611461.000000 Penalty: 3408.162109
	Iteration 92Q: 3 clusters Score -4611461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4611457.000000 Penalty: 3408.162109
	Iteration 93Q: 3 clusters Score -4611457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4611463.500000 Penalty: 3408.162109
	Iteration 94Q: 3 clusters Score -4611464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4611462.500000 Penalty: 3408.162109
	Iteration 95Q: 3 clusters Score -4611462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4611460.000000 Penalty: 3408.162109
	Iteration 96Q: 3 clusters Score -4611460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -4611462.000000 Penalty: 3408.162109
	Iteration 97Q: 3 clusters Score -4611462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4611463.500000 Penalty: 3408.162109
	Iteration 98Q: 3 clusters Score -4611464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4611464.500000 Penalty: 3408.162109
	Iteration 99Q: 3 clusters Score -4611464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4611464.500000 Penalty: 3408.162109
	Iteration 100F: 3 clusters Score -4611464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -4611460.000000 Penalty: 3408.162109
	Iteration 101Q: 3 clusters Score -4611460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -4611462.000000 Penalty: 3408.162109
	Iteration 102Q: 3 clusters Score -4611462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4611463.000000 Penalty: 3408.162109
	Iteration 103Q: 3 clusters Score -4611463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -4611462.500000 Penalty: 3408.162109
	Iteration 104Q: 3 clusters Score -4611462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -4611462.500000 Penalty: 3408.162109
	Iteration 105Q: 3 clusters Score -4611462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4611461.500000 Penalty: 3408.162109
	Iteration 106Q: 3 clusters Score -4611462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4611465.000000 Penalty: 3408.162109
	Iteration 107Q: 3 clusters Score -4611465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4611465.500000 Penalty: 3408.162109
	Iteration 108Q: 3 clusters Score -4611466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4611465.500000 Penalty: 3408.162109
	Iteration 109F: 3 clusters Score -4611466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 10734 members 
Mstep: Class 3 contains 91038 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31703 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73407 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 76949 members 
Mstep: Class 15 contains 75191 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50075 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533376.000000 Penalty: 40818.515625
Iteration 479Q: 20 clusters Score -6.953338e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 91036 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31699 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73418 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 76950 members 
Mstep: Class 15 contains 75191 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50076 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533400.000000 Penalty: 40818.515625
Iteration 480F: 20 clusters Score -6.95334e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 91029 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31698 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73432 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 76949 members 
Mstep: Class 15 contains 75189 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50079 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533376.000000 Penalty: 40818.515625
Iteration 481Q: 20 clusters Score -6.953338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82945 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 91029 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31688 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73445 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 76951 members 
Mstep: Class 15 contains 75188 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50080 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 40818.515625
Iteration 482Q: 20 clusters Score -6.953336e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 91029 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31682 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73456 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 76950 members 
Mstep: Class 15 contains 75187 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50084 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 40818.515625
Iteration 483Q: 20 clusters Score -6.953336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 91031 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31677 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73466 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 76950 members 
Mstep: Class 15 contains 75188 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50084 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 40818.515625
Iteration 484Q: 20 clusters Score -6.953336e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 91026 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31675 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73485 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 76950 members 
Mstep: Class 15 contains 75186 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50086 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533344.000000 Penalty: 40818.515625
Iteration 485Q: 20 clusters Score -6.953334e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82966 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 91016 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31669 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73506 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 76951 members 
Mstep: Class 15 contains 75185 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50088 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533352.000000 Penalty: 40818.515625
Iteration 486Q: 20 clusters Score -6.953335e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 10736 members 
Mstep: Class 3 contains 91007 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31666 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73520 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 76953 members 
Mstep: Class 15 contains 75183 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50092 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533376.000000 Penalty: 40818.515625
Iteration 487Q: 20 clusters Score -6.953338e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 90994 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31664 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73541 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 76954 members 
Mstep: Class 15 contains 75181 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50094 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 40818.515625
Iteration 488Q: 20 clusters Score -6.953336e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 90982 members 
Mstep: Class 4 contains 10771 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31659 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73564 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 76950 members 
Mstep: Class 15 contains 75178 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50099 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533384.000000 Penalty: 40818.515625
Iteration 489Q: 20 clusters Score -6.953338e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82981 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 90963 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31658 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73584 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 76945 members 
Mstep: Class 15 contains 75183 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50109 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 40818.515625
Iteration 490Q: 20 clusters Score -6.953336e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 10747 members 
Mstep: Class 3 contains 90960 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31655 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73603 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 76947 members 
Mstep: Class 15 contains 75183 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50117 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533480.000000 Penalty: 40818.515625
Iteration 491Q: 20 clusters Score -6.953348e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 90944 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31654 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73623 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 76951 members 
Mstep: Class 15 contains 75192 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50122 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533456.000000 Penalty: 40818.515625
Iteration 492Q: 20 clusters Score -6.953346e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 82995 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 90940 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31644 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73644 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 76956 members 
Mstep: Class 15 contains 75191 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50125 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533464.000000 Penalty: 40818.515625
Iteration 493Q: 20 clusters Score -6.953346e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 90952 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31632 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73669 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 76956 members 
Mstep: Class 15 contains 75184 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50129 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533480.000000 Penalty: 40818.515625
Iteration 494Q: 20 clusters Score -6.953348e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 90971 members 
Mstep: Class 4 contains 10769 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31619 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73696 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 76957 members 
Mstep: Class 15 contains 75177 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50128 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 40818.515625
Iteration 495Q: 20 clusters Score -6.953349e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 90973 members 
Mstep: Class 4 contains 10769 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31607 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73716 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 76956 members 
Mstep: Class 15 contains 75176 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50134 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 40818.515625
Iteration 496Q: 20 clusters Score -6.953349e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 90966 members 
Mstep: Class 4 contains 10769 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31602 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73748 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 76954 members 
Mstep: Class 15 contains 75168 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50142 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533504.000000 Penalty: 40818.515625
Iteration 497Q: 20 clusters Score -6.95335e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 10755 members 
Mstep: Class 3 contains 90973 members 
Mstep: Class 4 contains 10769 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31590 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73777 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 76951 members 
Mstep: Class 15 contains 75159 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50146 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 40818.515625
Iteration 498Q: 20 clusters Score -6.953349e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 10755 members 
Mstep: Class 3 contains 90979 members 
Mstep: Class 4 contains 10769 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31582 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73804 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 76955 members 
Mstep: Class 15 contains 75156 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50154 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 35423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533528.000000 Penalty: 40818.515625
Iteration 499Q: 20 clusters Score -6.953353e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 10756 members 
Mstep: Class 3 contains 90978 members 
Mstep: Class 4 contains 10769 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 31576 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 73833 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 76954 members 
Mstep: Class 15 contains 75157 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 18 contains 50160 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 35384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533584.000000 Penalty: 40818.515625
Iteration 500F: 20 clusters Score -6.953358e+07 nChanged 106
Maximum iterations exceeded
--- Evaluating fit on full set of 1654790 points ---
Entering Unmasked Estep 
Score: -208812512.000000 Penalty: 44210.480469
23->20 Clusters: Score -208812512.000000, best is -208935728.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 551596 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 23900 members 
Mstep: Class 3 contains 23812 members 
Mstep: Class 4 contains 23853 members 
Mstep: Class 5 contains 23928 members 
Mstep: Class 6 contains 24065 members 
Mstep: Class 7 contains 24022 members 
Mstep: Class 8 contains 24033 members 
Mstep: Class 9 contains 23976 members 
Mstep: Class 10 contains 24079 members 
Mstep: Class 11 contains 24109 members 
Mstep: Class 12 contains 23877 members 
Mstep: Class 13 contains 23951 members 
Mstep: Class 14 contains 23943 members 
Mstep: Class 15 contains 23979 members 
Mstep: Class 16 contains 23897 members 
Mstep: Class 17 contains 24067 members 
Mstep: Class 18 contains 23965 members 
Mstep: Class 19 contains 23984 members 
Mstep: Class 20 contains 23751 members 
Mstep: Class 21 contains 24006 members 
Mstep: Class 22 contains 24247 members 
Mstep: Class 23 contains 24133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 585.811218 but Gain 2148.343750
Score: -66753576.000000 Penalty: 47263.542969
Iteration 0F: 23 clusters Score -6.675358e+07 nChanged 527785
Entering Unmasked Mstep 
Mstep: Class 0 contains 771 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 39375 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 277752 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 7923 members 
Mstep: Class 7 contains 10399 members 
Mstep: Class 8 contains 77088 members 
Mstep: Class 10 contains 12777 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 2540 members 
Mstep: Class 13 contains 3103 members 
Mstep: Class 14 contains 30046 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 3441 members 
Mstep: Class 18 contains 1528 members 
Mstep: Class 19 contains 36385 members 
Mstep: Class 20 contains 10383 members 
Mstep: Class 21 contains 15519 members 
Mstep: Class 22 contains 2009 members 
Mstep: Class 23 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 906.303589 but Gain 2148.343750
Score: -68764664.000000 Penalty: 45115.199219
Iteration 1F: 22 clusters Score -6.876466e+07 nChanged 131871
Entering Unmasked Mstep 
Mstep: Class 0 contains 624 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 36338 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 282066 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 6818 members 
Mstep: Class 7 contains 7259 members 
Mstep: Class 8 contains 96844 members 
Mstep: Class 10 contains 15278 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 27877 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 11069 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1056.803345 but Gain 2148.339844
Score: -68893712.000000 Penalty: 42966.859375
Iteration 2F: 21 clusters Score -6.889371e+07 nChanged 102405
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 33808 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 243328 members 
Mstep: Class 5 contains 908 members 
Mstep: Class 6 contains 7259 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 136997 members 
Mstep: Class 10 contains 21149 members 
Mstep: Class 12 contains 1399 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 26918 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 41354 members 
Mstep: Class 20 contains 8824 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 868 members 
Mstep: Class 23 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 885.719177 but Gain 2148.343750
Score: -69044464.000000 Penalty: 40818.515625
Iteration 3F: 20 clusters Score -6.904446e+07 nChanged 99107
Entering Unmasked Mstep 
Mstep: Class 0 contains 370 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 26416 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 209669 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 7631 members 
Mstep: Class 7 contains 3469 members 
Mstep: Class 8 contains 175199 members 
Mstep: Class 10 contains 28888 members 
Mstep: Class 12 contains 1077 members 
Mstep: Class 14 contains 23137 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 566 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 43268 members 
Mstep: Class 20 contains 9161 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 838 members 
Mstep: Class 23 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 859.883423 but Gain 2148.343750
Score: -69107328.000000 Penalty: 38670.171875
Iteration 4F: 19 clusters Score -6.910733e+07 nChanged 85677
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 21153 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 178585 members 
Mstep: Class 6 contains 8272 members 
Mstep: Class 7 contains 2210 members 
Mstep: Class 8 contains 193764 members 
Mstep: Class 10 contains 39298 members 
Mstep: Class 12 contains 922 members 
Mstep: Class 14 contains 19193 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 531 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 48789 members 
Mstep: Class 20 contains 9488 members 
Mstep: Class 21 contains 3854 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1817.113892 but Gain 2148.343750
Score: -69181808.000000 Penalty: 36521.828125
Iteration 5F: 18 clusters Score -6.918181e+07 nChanged 76721
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 17761 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 157649 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 8 contains 196750 members 
Mstep: Class 10 contains 50273 members 
Mstep: Class 12 contains 870 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 542 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 54868 members 
Mstep: Class 20 contains 9799 members 
Mstep: Class 21 contains 2776 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1921.547241 but Gain 2148.343750
Score: -69252880.000000 Penalty: 34373.484375
Iteration 6F: 17 clusters Score -6.925288e+07 nChanged 62010
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 146551 members 
Mstep: Class 6 contains 9128 members 
Mstep: Class 8 contains 192171 members 
Mstep: Class 10 contains 59949 members 
Mstep: Class 12 contains 870 members 
Mstep: Class 14 contains 13228 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 505 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 59299 members 
Mstep: Class 20 contains 10157 members 
Mstep: Class 22 contains 1076 members 
Mstep: Class 23 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69305008.000000 Penalty: 34373.484375
Iteration 7F: 17 clusters Score -6.930501e+07 nChanged 51257
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 14940 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 139730 members 
Mstep: Class 6 contains 9419 members 
Mstep: Class 8 contains 183837 members 
Mstep: Class 10 contains 68122 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 14 contains 11876 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 62039 members 
Mstep: Class 20 contains 10417 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69341328.000000 Penalty: 34373.484375
Iteration 8F: 17 clusters Score -6.934133e+07 nChanged 45680
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 15400 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 136149 members 
Mstep: Class 6 contains 9611 members 
Mstep: Class 8 contains 173540 members 
Mstep: Class 10 contains 75563 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 14 contains 11533 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 18 contains 2147 members 
Mstep: Class 19 contains 64226 members 
Mstep: Class 20 contains 10588 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69369904.000000 Penalty: 34373.484375
Iteration 9F: 17 clusters Score -6.93699e+07 nChanged 39808
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 16581 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 133648 members 
Mstep: Class 6 contains 9728 members 
Mstep: Class 8 contains 162452 members 
Mstep: Class 10 contains 82342 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 14 contains 11952 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 66785 members 
Mstep: Class 20 contains 10787 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69393048.000000 Penalty: 34373.484375
Iteration 10F: 17 clusters Score -6.939305e+07 nChanged 33521
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 17795 members 
Mstep: Class 3 contains 2215 members 
Mstep: Class 4 contains 131220 members 
Mstep: Class 6 contains 9816 members 
Mstep: Class 8 contains 152101 members 
Mstep: Class 10 contains 88432 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 14 contains 12741 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 69631 members 
Mstep: Class 20 contains 10968 members 
Mstep: Class 22 contains 1081 members 
Mstep: Class 23 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69411376.000000 Penalty: 34373.484375
Iteration 11F: 17 clusters Score -6.941138e+07 nChanged 28823
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 18731 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 128930 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 8 contains 142699 members 
Mstep: Class 10 contains 94012 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 14 contains 13760 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 72549 members 
Mstep: Class 20 contains 11094 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69425768.000000 Penalty: 34373.484375
Iteration 12F: 17 clusters Score -6.942577e+07 nChanged 25187
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 19396 members 
Mstep: Class 3 contains 2242 members 
Mstep: Class 4 contains 126733 members 
Mstep: Class 6 contains 9871 members 
Mstep: Class 8 contains 134437 members 
Mstep: Class 10 contains 98713 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 14 contains 14852 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 476 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 75462 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 22 contains 1054 members 
Mstep: Class 23 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69436480.000000 Penalty: 34373.484375
Iteration 13Q: 17 clusters Score -6.943648e+07 nChanged 23114
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 19901 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 124800 members 
Mstep: Class 6 contains 9906 members 
Mstep: Class 8 contains 126474 members 
Mstep: Class 10 contains 104018 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 14 contains 15854 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 471 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 77614 members 
Mstep: Class 20 contains 11610 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69444568.000000 Penalty: 34373.484375
Iteration 14Q: 17 clusters Score -6.944457e+07 nChanged 22268
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 20193 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 122730 members 
Mstep: Class 6 contains 9913 members 
Mstep: Class 8 contains 119470 members 
Mstep: Class 10 contains 110055 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 14 contains 16739 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 18 contains 2973 members 
Mstep: Class 19 contains 78670 members 
Mstep: Class 20 contains 11875 members 
Mstep: Class 22 contains 1041 members 
Mstep: Class 23 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69448224.000000 Penalty: 34373.484375
Iteration 15Q: 17 clusters Score -6.944822e+07 nChanged 21613
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 20313 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 119902 members 
Mstep: Class 6 contains 9933 members 
Mstep: Class 8 contains 113984 members 
Mstep: Class 10 contains 116201 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 17503 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 18 contains 3213 members 
Mstep: Class 19 contains 79171 members 
Mstep: Class 20 contains 12177 members 
Mstep: Class 22 contains 1037 members 
Mstep: Class 23 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69449296.000000 Penalty: 34373.484375
Iteration 16Q: 17 clusters Score -6.94493e+07 nChanged 20303
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 20378 members 
Mstep: Class 3 contains 2344 members 
Mstep: Class 4 contains 116700 members 
Mstep: Class 6 contains 9945 members 
Mstep: Class 8 contains 110098 members 
Mstep: Class 10 contains 121157 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 14 contains 18153 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 3467 members 
Mstep: Class 19 contains 79833 members 
Mstep: Class 20 contains 12458 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69448448.000000 Penalty: 34373.484375
Iteration 17Q: 17 clusters Score -6.944845e+07 nChanged 18480
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 20429 members 
Mstep: Class 3 contains 2380 members 
Mstep: Class 4 contains 113376 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 8 contains 107343 members 
Mstep: Class 10 contains 124275 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 14 contains 18834 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 3734 members 
Mstep: Class 19 contains 81240 members 
Mstep: Class 20 contains 12736 members 
Mstep: Class 22 contains 1023 members 
Mstep: Class 23 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69447856.000000 Penalty: 34373.484375
Iteration 18Q: 17 clusters Score -6.944786e+07 nChanged 16160
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 20543 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 110164 members 
Mstep: Class 6 contains 9960 members 
Mstep: Class 8 contains 105862 members 
Mstep: Class 10 contains 125049 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 14 contains 19560 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 3998 members 
Mstep: Class 19 contains 83505 members 
Mstep: Class 20 contains 12999 members 
Mstep: Class 22 contains 1028 members 
Mstep: Class 23 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69448848.000000 Penalty: 34373.484375
Iteration 19Q: 17 clusters Score -6.944885e+07 nChanged 13965
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 20606 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 107303 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 8 contains 105179 members 
Mstep: Class 10 contains 124222 members 
Mstep: Class 12 contains 2261 members 
Mstep: Class 14 contains 20327 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 18 contains 4228 members 
Mstep: Class 19 contains 86357 members 
Mstep: Class 20 contains 13247 members 
Mstep: Class 22 contains 1026 members 
Mstep: Class 23 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69450840.000000 Penalty: 34373.484375
Iteration 20F: 17 clusters Score -6.945084e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 20713 members 
Mstep: Class 3 contains 2669 members 
Mstep: Class 4 contains 104546 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 8 contains 104928 members 
Mstep: Class 10 contains 122645 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 14 contains 21086 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 19 contains 89519 members 
Mstep: Class 20 contains 13478 members 
Mstep: Class 22 contains 1029 members 
Mstep: Class 23 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69453424.000000 Penalty: 34373.484375
Iteration 21Q: 17 clusters Score -6.945342e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 20835 members 
Mstep: Class 3 contains 2768 members 
Mstep: Class 4 contains 102316 members 
Mstep: Class 6 contains 9849 members 
Mstep: Class 8 contains 104711 members 
Mstep: Class 10 contains 120380 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 14 contains 21951 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 92845 members 
Mstep: Class 20 contains 13689 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69456856.000000 Penalty: 34373.484375
Iteration 22Q: 17 clusters Score -6.945686e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 20990 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 100172 members 
Mstep: Class 6 contains 9805 members 
Mstep: Class 8 contains 104581 members 
Mstep: Class 10 contains 117831 members 
Mstep: Class 12 contains 2737 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 18 contains 4774 members 
Mstep: Class 19 contains 96169 members 
Mstep: Class 20 contains 13920 members 
Mstep: Class 22 contains 1026 members 
Mstep: Class 23 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69459992.000000 Penalty: 34373.484375
Iteration 23Q: 17 clusters Score -6.945999e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 21101 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 97880 members 
Mstep: Class 6 contains 9726 members 
Mstep: Class 8 contains 104327 members 
Mstep: Class 10 contains 115263 members 
Mstep: Class 12 contains 2871 members 
Mstep: Class 14 contains 24074 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 18 contains 4888 members 
Mstep: Class 19 contains 99822 members 
Mstep: Class 20 contains 14194 members 
Mstep: Class 22 contains 1029 members 
Mstep: Class 23 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69461984.000000 Penalty: 34373.484375
Iteration 24Q: 17 clusters Score -6.946198e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 21149 members 
Mstep: Class 3 contains 2990 members 
Mstep: Class 4 contains 94714 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 8 contains 103569 members 
Mstep: Class 10 contains 112721 members 
Mstep: Class 12 contains 2992 members 
Mstep: Class 14 contains 25157 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 18 contains 5003 members 
Mstep: Class 19 contains 104935 members 
Mstep: Class 20 contains 14465 members 
Mstep: Class 22 contains 1039 members 
Mstep: Class 23 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69464080.000000 Penalty: 34373.484375
Iteration 25Q: 17 clusters Score -6.946408e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 21146 members 
Mstep: Class 3 contains 3069 members 
Mstep: Class 4 contains 90187 members 
Mstep: Class 6 contains 9656 members 
Mstep: Class 8 contains 102061 members 
Mstep: Class 10 contains 111173 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 14 contains 26165 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 18 contains 5163 members 
Mstep: Class 19 contains 111229 members 
Mstep: Class 20 contains 14708 members 
Mstep: Class 22 contains 1044 members 
Mstep: Class 23 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69464456.000000 Penalty: 34373.484375
Iteration 26Q: 17 clusters Score -6.946446e+07 nChanged 16554
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 21068 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 83462 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 8 contains 100310 members 
Mstep: Class 10 contains 110973 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 14 contains 26969 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 118794 members 
Mstep: Class 20 contains 14951 members 
Mstep: Class 22 contains 1043 members 
Mstep: Class 23 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69461944.000000 Penalty: 34373.484375
Iteration 27Q: 17 clusters Score -6.946194e+07 nChanged 19399
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 20964 members 
Mstep: Class 3 contains 3200 members 
Mstep: Class 4 contains 74388 members 
Mstep: Class 6 contains 9596 members 
Mstep: Class 8 contains 98421 members 
Mstep: Class 10 contains 112480 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 14 contains 27710 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 127150 members 
Mstep: Class 20 contains 15199 members 
Mstep: Class 22 contains 1047 members 
Mstep: Class 23 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69455304.000000 Penalty: 34373.484375
Iteration 28Q: 17 clusters Score -6.94553e+07 nChanged 21815
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 20870 members 
Mstep: Class 3 contains 3257 members 
Mstep: Class 4 contains 63537 members 
Mstep: Class 6 contains 9564 members 
Mstep: Class 8 contains 96759 members 
Mstep: Class 10 contains 115925 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 14 contains 28447 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 5904 members 
Mstep: Class 19 contains 134958 members 
Mstep: Class 20 contains 15445 members 
Mstep: Class 22 contains 1045 members 
Mstep: Class 23 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69446048.000000 Penalty: 34373.484375
Iteration 29Q: 17 clusters Score -6.944605e+07 nChanged 22800
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 20883 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 53271 members 
Mstep: Class 6 contains 9483 members 
Mstep: Class 8 contains 95458 members 
Mstep: Class 10 contains 120608 members 
Mstep: Class 12 contains 3552 members 
Mstep: Class 14 contains 29278 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 6276 members 
Mstep: Class 19 contains 140215 members 
Mstep: Class 20 contains 15724 members 
Mstep: Class 22 contains 1042 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69437008.000000 Penalty: 34373.484375
Iteration 30Q: 17 clusters Score -6.943701e+07 nChanged 21073
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 21005 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 45470 members 
Mstep: Class 6 contains 9346 members 
Mstep: Class 8 contains 95003 members 
Mstep: Class 10 contains 125545 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 14 contains 30248 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 6713 members 
Mstep: Class 19 contains 141508 members 
Mstep: Class 20 contains 16022 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69431672.000000 Penalty: 34373.484375
Iteration 31Q: 17 clusters Score -6.943167e+07 nChanged 17952
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 21153 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 39686 members 
Mstep: Class 6 contains 9191 members 
Mstep: Class 8 contains 95372 members 
Mstep: Class 10 contains 129667 members 
Mstep: Class 12 contains 3744 members 
Mstep: Class 14 contains 31277 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 140661 members 
Mstep: Class 20 contains 16297 members 
Mstep: Class 22 contains 1034 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69428592.000000 Penalty: 34373.484375
Iteration 32Q: 17 clusters Score -6.942859e+07 nChanged 14900
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 3502 members 
Mstep: Class 4 contains 35266 members 
Mstep: Class 6 contains 9003 members 
Mstep: Class 8 contains 96226 members 
Mstep: Class 10 contains 132641 members 
Mstep: Class 12 contains 3856 members 
Mstep: Class 14 contains 32277 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 7683 members 
Mstep: Class 19 contains 139144 members 
Mstep: Class 20 contains 16545 members 
Mstep: Class 22 contains 1026 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69427288.000000 Penalty: 34373.484375
Iteration 33Q: 17 clusters Score -6.942729e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 21495 members 
Mstep: Class 3 contains 3589 members 
Mstep: Class 4 contains 31723 members 
Mstep: Class 6 contains 8837 members 
Mstep: Class 8 contains 97263 members 
Mstep: Class 10 contains 134550 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 14 contains 33247 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 137616 members 
Mstep: Class 20 contains 16804 members 
Mstep: Class 22 contains 1023 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69427744.000000 Penalty: 34373.484375
Iteration 34Q: 17 clusters Score -6.942774e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 21634 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 28841 members 
Mstep: Class 6 contains 8678 members 
Mstep: Class 8 contains 98302 members 
Mstep: Class 10 contains 135717 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 14 contains 34136 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 136361 members 
Mstep: Class 20 contains 17032 members 
Mstep: Class 22 contains 1023 members 
Mstep: Class 23 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69428432.000000 Penalty: 34373.484375
Iteration 35Q: 17 clusters Score -6.942843e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 21799 members 
Mstep: Class 3 contains 3733 members 
Mstep: Class 4 contains 26411 members 
Mstep: Class 6 contains 8554 members 
Mstep: Class 8 contains 99068 members 
Mstep: Class 10 contains 136423 members 
Mstep: Class 12 contains 4109 members 
Mstep: Class 14 contains 35094 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 9512 members 
Mstep: Class 19 contains 135353 members 
Mstep: Class 20 contains 17176 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69429600.000000 Penalty: 34373.484375
Iteration 36Q: 17 clusters Score -6.94296e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 21959 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 4 contains 24390 members 
Mstep: Class 6 contains 8425 members 
Mstep: Class 8 contains 99610 members 
Mstep: Class 10 contains 136898 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 14 contains 36043 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 10166 members 
Mstep: Class 19 contains 134440 members 
Mstep: Class 20 contains 17280 members 
Mstep: Class 22 contains 1023 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69430960.000000 Penalty: 34373.484375
Iteration 37Q: 17 clusters Score -6.943096e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 22094 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 22597 members 
Mstep: Class 6 contains 8324 members 
Mstep: Class 8 contains 99863 members 
Mstep: Class 10 contains 137237 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 14 contains 37115 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 10816 members 
Mstep: Class 19 contains 133603 members 
Mstep: Class 20 contains 17423 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69432008.000000 Penalty: 34373.484375
Iteration 38Q: 17 clusters Score -6.943201e+07 nChanged 8312
Entering ConstructFrom: 
Score: -69432008.000000 Penalty: 34373.484375
Entering ConstructFrom: 
Trying to split cluster 1 (51644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Entering Unmasked Estep 
Score: -6644009.500000 Penalty: 1763.470947
	Iteration 0F: 2 clusters Score -6644010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -6609577.500000 Penalty: 3526.941895
	Iteration 0F: 3 clusters Score -6609578 nChanged 24181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -6623938.000000 Penalty: 3526.941895
	Iteration 1F: 3 clusters Score -6623938 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -6625137.000000 Penalty: 3526.941895
	Iteration 2F: 3 clusters Score -6625137 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -6626879.500000 Penalty: 3526.941895
	Iteration 3F: 3 clusters Score -6626880 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -6629239.000000 Penalty: 3526.941895
	Iteration 4F: 3 clusters Score -6629239 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -6631968.000000 Penalty: 3526.941895
	Iteration 5F: 3 clusters Score -6631968 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -6634656.000000 Penalty: 3526.941895
	Iteration 6F: 3 clusters Score -6634656 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -6637218.500000 Penalty: 3526.941895
	Iteration 7F: 3 clusters Score -6637218 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -6639249.000000 Penalty: 3526.941895
	Iteration 8Q: 3 clusters Score -6639249 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -6640670.500000 Penalty: 3526.941895
	Iteration 9Q: 3 clusters Score -6640670 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -6641545.000000 Penalty: 3526.941895
	Iteration 10Q: 3 clusters Score -6641545 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6641964.000000 Penalty: 3526.941895
	Iteration 11Q: 3 clusters Score -6641964 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -6642148.500000 Penalty: 3526.941895
	Iteration 12Q: 3 clusters Score -6642148 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -6642266.000000 Penalty: 3526.941895
	Iteration 13Q: 3 clusters Score -6642266 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -6642345.500000 Penalty: 3526.941895
	Iteration 14Q: 3 clusters Score -6642346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -6642386.500000 Penalty: 3526.941895
	Iteration 15Q: 3 clusters Score -6642386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -6642415.500000 Penalty: 3526.941895
	Iteration 16Q: 3 clusters Score -6642416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6642427.000000 Penalty: 3526.941895
	Iteration 17Q: 3 clusters Score -6642427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -6642446.000000 Penalty: 3526.941895
	Iteration 18Q: 3 clusters Score -6642446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -6642468.000000 Penalty: 3526.941895
	Iteration 19Q: 3 clusters Score -6642468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -6642468.000000 Penalty: 3526.941895
	Iteration 20F: 3 clusters Score -6642468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -6642476.500000 Penalty: 3526.941895
	Iteration 21Q: 3 clusters Score -6642476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -6642478.000000 Penalty: 3526.941895
	Iteration 22Q: 3 clusters Score -6642478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -6642482.000000 Penalty: 3526.941895
	Iteration 23Q: 3 clusters Score -6642482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -6642483.000000 Penalty: 3526.941895
	Iteration 24Q: 3 clusters Score -6642483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -6642484.000000 Penalty: 3526.941895
	Iteration 25Q: 3 clusters Score -6642484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -6642490.500000 Penalty: 3526.941895
	Iteration 26Q: 3 clusters Score -6642490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -6642490.500000 Penalty: 3526.941895
	Iteration 27F: 3 clusters Score -6642490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Entering Unmasked Estep 
Score: -2874735.500000 Penalty: 1626.363037
	Iteration 0F: 2 clusters Score -2874736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2859630.500000 Penalty: 3252.726074
	Iteration 0F: 3 clusters Score -2859630 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2865396.750000 Penalty: 3252.726074
	Iteration 1F: 3 clusters Score -2865397 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2865890.750000 Penalty: 3252.726074
	Iteration 2F: 3 clusters Score -2865891 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2866410.000000 Penalty: 3252.726074
	Iteration 3F: 3 clusters Score -2866410 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2867037.750000 Penalty: 3252.726074
	Iteration 4F: 3 clusters Score -2867038 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2867809.000000 Penalty: 3252.726074
	Iteration 5F: 3 clusters Score -2867809 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2868851.000000 Penalty: 3252.726074
	Iteration 6F: 3 clusters Score -2868851 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2869904.000000 Penalty: 3252.726074
	Iteration 7F: 3 clusters Score -2869904 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2870809.000000 Penalty: 3252.726074
	Iteration 8Q: 3 clusters Score -2870809 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2871588.000000 Penalty: 3252.726074
	Iteration 9Q: 3 clusters Score -2871588 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2872143.750000 Penalty: 3252.726074
	Iteration 10Q: 3 clusters Score -2872144 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2872483.000000 Penalty: 3252.726074
	Iteration 11Q: 3 clusters Score -2872483 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2872739.250000 Penalty: 3252.726074
	Iteration 12Q: 3 clusters Score -2872739 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2872911.500000 Penalty: 3252.726074
	Iteration 13Q: 3 clusters Score -2872912 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2873018.000000 Penalty: 3252.726074
	Iteration 14Q: 3 clusters Score -2873018 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2873108.250000 Penalty: 3252.726074
	Iteration 15Q: 3 clusters Score -2873108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2873190.000000 Penalty: 3252.726074
	Iteration 16Q: 3 clusters Score -2873190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2873230.750000 Penalty: 3252.726074
	Iteration 17Q: 3 clusters Score -2873231 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2873265.750000 Penalty: 3252.726074
	Iteration 18Q: 3 clusters Score -2873266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2873294.000000 Penalty: 3252.726074
	Iteration 19Q: 3 clusters Score -2873294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2873309.750000 Penalty: 3252.726074
	Iteration 20F: 3 clusters Score -2873310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2873326.250000 Penalty: 3252.726074
	Iteration 21Q: 3 clusters Score -2873326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2873341.750000 Penalty: 3252.726074
	Iteration 22Q: 3 clusters Score -2873342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2873353.500000 Penalty: 3252.726074
	Iteration 23Q: 3 clusters Score -2873354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2873365.000000 Penalty: 3252.726074
	Iteration 24Q: 3 clusters Score -2873365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2873368.250000 Penalty: 3252.726074
	Iteration 25Q: 3 clusters Score -2873368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2873373.000000 Penalty: 3252.726074
	Iteration 26Q: 3 clusters Score -2873373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2873373.500000 Penalty: 3252.726074
	Iteration 27Q: 3 clusters Score -2873374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2873377.250000 Penalty: 3252.726074
	Iteration 28Q: 3 clusters Score -2873377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2873380.250000 Penalty: 3252.726074
	Iteration 29Q: 3 clusters Score -2873380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2873379.000000 Penalty: 3252.726074
	Iteration 30Q: 3 clusters Score -2873379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2873382.750000 Penalty: 3252.726074
	Iteration 31Q: 3 clusters Score -2873383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2873382.750000 Penalty: 3252.726074
	Iteration 32F: 3 clusters Score -2873383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -483810.406250 Penalty: 1346.968506
	Iteration 0F: 2 clusters Score -483810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -480484.656250 Penalty: 2693.937012
	Iteration 0F: 3 clusters Score -480484.7 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -481387.468750 Penalty: 2693.937012
	Iteration 1F: 3 clusters Score -481387.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -481595.031250 Penalty: 2693.937012
	Iteration 2F: 3 clusters Score -481595 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -481718.781250 Penalty: 2693.937012
	Iteration 3F: 3 clusters Score -481718.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -481809.437500 Penalty: 2693.937012
	Iteration 4Q: 3 clusters Score -481809.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -481877.781250 Penalty: 2693.937012
	Iteration 5Q: 3 clusters Score -481877.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -481938.875000 Penalty: 2693.937012
	Iteration 6Q: 3 clusters Score -481938.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -481992.500000 Penalty: 2693.937012
	Iteration 7Q: 3 clusters Score -481992.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -482038.218750 Penalty: 2693.937012
	Iteration 8Q: 3 clusters Score -482038.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -482084.812500 Penalty: 2693.937012
	Iteration 9Q: 3 clusters Score -482084.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -482131.750000 Penalty: 2693.937012
	Iteration 10Q: 3 clusters Score -482131.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -482168.343750 Penalty: 2693.937012
	Iteration 11Q: 3 clusters Score -482168.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -482193.281250 Penalty: 2693.937012
	Iteration 12Q: 3 clusters Score -482193.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -482217.531250 Penalty: 2693.937012
	Iteration 13Q: 3 clusters Score -482217.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -482239.531250 Penalty: 2693.937012
	Iteration 14Q: 3 clusters Score -482239.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -482263.218750 Penalty: 2693.937012
	Iteration 15Q: 3 clusters Score -482263.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -482297.343750 Penalty: 2693.937012
	Iteration 16Q: 3 clusters Score -482297.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -482330.718750 Penalty: 2693.937012
	Iteration 17Q: 3 clusters Score -482330.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -482360.906250 Penalty: 2693.937012
	Iteration 18Q: 3 clusters Score -482360.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -482395.750000 Penalty: 2693.937012
	Iteration 19Q: 3 clusters Score -482395.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -482418.812500 Penalty: 2693.937012
	Iteration 20F: 3 clusters Score -482418.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -482437.187500 Penalty: 2693.937012
	Iteration 21Q: 3 clusters Score -482437.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -482451.062500 Penalty: 2693.937012
	Iteration 22Q: 3 clusters Score -482451.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -482468.531250 Penalty: 2693.937012
	Iteration 23Q: 3 clusters Score -482468.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -482481.687500 Penalty: 2693.937012
	Iteration 24Q: 3 clusters Score -482481.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -482496.250000 Penalty: 2693.937012
	Iteration 25Q: 3 clusters Score -482496.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -482505.250000 Penalty: 2693.937012
	Iteration 26Q: 3 clusters Score -482505.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -482513.218750 Penalty: 2693.937012
	Iteration 27Q: 3 clusters Score -482513.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -482522.843750 Penalty: 2693.937012
	Iteration 28Q: 3 clusters Score -482522.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -482528.968750 Penalty: 2693.937012
	Iteration 29Q: 3 clusters Score -482529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -482533.968750 Penalty: 2693.937012
	Iteration 30Q: 3 clusters Score -482534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -482541.937500 Penalty: 2693.937012
	Iteration 31Q: 3 clusters Score -482541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -482549.906250 Penalty: 2693.937012
	Iteration 32Q: 3 clusters Score -482549.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -482554.906250 Penalty: 2693.937012
	Iteration 33Q: 3 clusters Score -482554.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -482559.625000 Penalty: 2693.937012
	Iteration 34Q: 3 clusters Score -482559.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -482562.906250 Penalty: 2693.937012
	Iteration 35Q: 3 clusters Score -482562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -482565.406250 Penalty: 2693.937012
	Iteration 36Q: 3 clusters Score -482565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -482568.062500 Penalty: 2693.937012
	Iteration 37Q: 3 clusters Score -482568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -482569.718750 Penalty: 2693.937012
	Iteration 38Q: 3 clusters Score -482569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -482570.031250 Penalty: 2693.937012
	Iteration 39Q: 3 clusters Score -482570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -482570.031250 Penalty: 2693.937012
	Iteration 40F: 3 clusters Score -482570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Entering Unmasked Estep 
Score: -2710201.250000 Penalty: 1617.693359
	Iteration 0F: 2 clusters Score -2710201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2695815.250000 Penalty: 3235.386719
	Iteration 0F: 3 clusters Score -2695815 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2701160.750000 Penalty: 3235.386719
	Iteration 1F: 3 clusters Score -2701161 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2701668.500000 Penalty: 3235.386719
	Iteration 2F: 3 clusters Score -2701668 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2702256.000000 Penalty: 3235.386719
	Iteration 3F: 3 clusters Score -2702256 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2703015.000000 Penalty: 3235.386719
	Iteration 4F: 3 clusters Score -2703015 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2703889.250000 Penalty: 3235.386719
	Iteration 5F: 3 clusters Score -2703889 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2704852.500000 Penalty: 3235.386719
	Iteration 6F: 3 clusters Score -2704852 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2705732.250000 Penalty: 3235.386719
	Iteration 7F: 3 clusters Score -2705732 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2706392.250000 Penalty: 3235.386719
	Iteration 8F: 3 clusters Score -2706392 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2706730.000000 Penalty: 3235.386719
	Iteration 9Q: 3 clusters Score -2706730 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2706926.250000 Penalty: 3235.386719
	Iteration 10Q: 3 clusters Score -2706926 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2707032.000000 Penalty: 3235.386719
	Iteration 11Q: 3 clusters Score -2707032 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2707096.750000 Penalty: 3235.386719
	Iteration 12Q: 3 clusters Score -2707097 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2707141.750000 Penalty: 3235.386719
	Iteration 13Q: 3 clusters Score -2707142 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2707168.250000 Penalty: 3235.386719
	Iteration 14Q: 3 clusters Score -2707168 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2707197.750000 Penalty: 3235.386719
	Iteration 15Q: 3 clusters Score -2707198 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2707216.500000 Penalty: 3235.386719
	Iteration 16Q: 3 clusters Score -2707216 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2707243.000000 Penalty: 3235.386719
	Iteration 17Q: 3 clusters Score -2707243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2707252.750000 Penalty: 3235.386719
	Iteration 18Q: 3 clusters Score -2707253 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2707262.750000 Penalty: 3235.386719
	Iteration 19Q: 3 clusters Score -2707263 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2707262.000000 Penalty: 3235.386719
	Iteration 20F: 3 clusters Score -2707262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2707273.750000 Penalty: 3235.386719
	Iteration 21Q: 3 clusters Score -2707274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2707284.000000 Penalty: 3235.386719
	Iteration 22Q: 3 clusters Score -2707284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2707289.500000 Penalty: 3235.386719
	Iteration 23Q: 3 clusters Score -2707290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2707296.500000 Penalty: 3235.386719
	Iteration 24Q: 3 clusters Score -2707296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2707304.250000 Penalty: 3235.386719
	Iteration 25Q: 3 clusters Score -2707304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2707309.000000 Penalty: 3235.386719
	Iteration 26Q: 3 clusters Score -2707309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2707311.500000 Penalty: 3235.386719
	Iteration 27Q: 3 clusters Score -2707312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2707312.750000 Penalty: 3235.386719
	Iteration 28Q: 3 clusters Score -2707313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2707325.500000 Penalty: 3235.386719
	Iteration 29Q: 3 clusters Score -2707326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2707328.500000 Penalty: 3235.386719
	Iteration 30Q: 3 clusters Score -2707328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2707322.750000 Penalty: 3235.386719
	Iteration 31Q: 3 clusters Score -2707323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2707330.500000 Penalty: 3235.386719
	Iteration 32Q: 3 clusters Score -2707330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2707341.750000 Penalty: 3235.386719
	Iteration 33Q: 3 clusters Score -2707342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2707346.750000 Penalty: 3235.386719
	Iteration 34Q: 3 clusters Score -2707347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2707345.250000 Penalty: 3235.386719
	Iteration 35Q: 3 clusters Score -2707345 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2707342.500000 Penalty: 3235.386719
	Iteration 36Q: 3 clusters Score -2707342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2707369.000000 Penalty: 3235.386719
	Iteration 37Q: 3 clusters Score -2707369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2707373.500000 Penalty: 3235.386719
	Iteration 38Q: 3 clusters Score -2707374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2707380.250000 Penalty: 3235.386719
	Iteration 39Q: 3 clusters Score -2707380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2707386.000000 Penalty: 3235.386719
	Iteration 40F: 3 clusters Score -2707386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2707387.500000 Penalty: 3235.386719
	Iteration 41Q: 3 clusters Score -2707388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2707392.000000 Penalty: 3235.386719
	Iteration 42Q: 3 clusters Score -2707392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2707395.500000 Penalty: 3235.386719
	Iteration 43Q: 3 clusters Score -2707396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2707399.500000 Penalty: 3235.386719
	Iteration 44Q: 3 clusters Score -2707400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2707395.750000 Penalty: 3235.386719
	Iteration 45Q: 3 clusters Score -2707396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2707401.500000 Penalty: 3235.386719
	Iteration 46Q: 3 clusters Score -2707402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2707402.750000 Penalty: 3235.386719
	Iteration 47Q: 3 clusters Score -2707403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2707410.000000 Penalty: 3235.386719
	Iteration 48Q: 3 clusters Score -2707410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2707415.000000 Penalty: 3235.386719
	Iteration 49Q: 3 clusters Score -2707415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2707415.500000 Penalty: 3235.386719
	Iteration 50Q: 3 clusters Score -2707416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2707417.500000 Penalty: 3235.386719
	Iteration 51Q: 3 clusters Score -2707418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2707437.000000 Penalty: 3235.386719
	Iteration 52Q: 3 clusters Score -2707437 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2707444.250000 Penalty: 3235.386719
	Iteration 53Q: 3 clusters Score -2707444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2707464.750000 Penalty: 3235.386719
	Iteration 54Q: 3 clusters Score -2707465 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2707483.250000 Penalty: 3235.386719
	Iteration 55Q: 3 clusters Score -2707483 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2707512.250000 Penalty: 3235.386719
	Iteration 56Q: 3 clusters Score -2707512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2707519.000000 Penalty: 3235.386719
	Iteration 57Q: 3 clusters Score -2707519 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2707534.750000 Penalty: 3235.386719
	Iteration 58Q: 3 clusters Score -2707535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2707553.500000 Penalty: 3235.386719
	Iteration 59Q: 3 clusters Score -2707554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2707563.500000 Penalty: 3235.386719
	Iteration 60F: 3 clusters Score -2707564 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2707570.000000 Penalty: 3235.386719
	Iteration 61Q: 3 clusters Score -2707570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2707597.250000 Penalty: 3235.386719
	Iteration 62Q: 3 clusters Score -2707597 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2707620.250000 Penalty: 3235.386719
	Iteration 63Q: 3 clusters Score -2707620 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2707644.500000 Penalty: 3235.386719
	Iteration 64Q: 3 clusters Score -2707644 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2707673.750000 Penalty: 3235.386719
	Iteration 65Q: 3 clusters Score -2707674 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2707717.000000 Penalty: 3235.386719
	Iteration 66Q: 3 clusters Score -2707717 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2707758.250000 Penalty: 3235.386719
	Iteration 67Q: 3 clusters Score -2707758 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2707808.000000 Penalty: 3235.386719
	Iteration 68Q: 3 clusters Score -2707808 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2707872.250000 Penalty: 3235.386719
	Iteration 69Q: 3 clusters Score -2707872 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2707948.500000 Penalty: 3235.386719
	Iteration 70Q: 3 clusters Score -2707948 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2708042.500000 Penalty: 3235.386719
	Iteration 71Q: 3 clusters Score -2708042 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2708139.000000 Penalty: 3235.386719
	Iteration 72Q: 3 clusters Score -2708139 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2708244.250000 Penalty: 3235.386719
	Iteration 73Q: 3 clusters Score -2708244 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2708355.500000 Penalty: 3235.386719
	Iteration 74Q: 3 clusters Score -2708356 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2708440.250000 Penalty: 3235.386719
	Iteration 75Q: 3 clusters Score -2708440 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2708504.500000 Penalty: 3235.386719
	Iteration 76Q: 3 clusters Score -2708504 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2708570.250000 Penalty: 3235.386719
	Iteration 77Q: 3 clusters Score -2708570 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2708627.750000 Penalty: 3235.386719
	Iteration 78Q: 3 clusters Score -2708628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2708673.000000 Penalty: 3235.386719
	Iteration 79Q: 3 clusters Score -2708673 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2708712.000000 Penalty: 3235.386719
	Iteration 80F: 3 clusters Score -2708712 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2708758.750000 Penalty: 3235.386719
	Iteration 81Q: 3 clusters Score -2708759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2708793.000000 Penalty: 3235.386719
	Iteration 82Q: 3 clusters Score -2708793 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2708804.500000 Penalty: 3235.386719
	Iteration 83Q: 3 clusters Score -2708804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2708818.500000 Penalty: 3235.386719
	Iteration 84Q: 3 clusters Score -2708818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2708835.000000 Penalty: 3235.386719
	Iteration 85Q: 3 clusters Score -2708835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2708844.500000 Penalty: 3235.386719
	Iteration 86Q: 3 clusters Score -2708844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2708859.000000 Penalty: 3235.386719
	Iteration 87Q: 3 clusters Score -2708859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2708864.750000 Penalty: 3235.386719
	Iteration 88Q: 3 clusters Score -2708865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2708868.250000 Penalty: 3235.386719
	Iteration 89Q: 3 clusters Score -2708868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2708875.000000 Penalty: 3235.386719
	Iteration 90Q: 3 clusters Score -2708875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2708883.000000 Penalty: 3235.386719
	Iteration 91Q: 3 clusters Score -2708883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2708900.750000 Penalty: 3235.386719
	Iteration 92Q: 3 clusters Score -2708901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2708912.250000 Penalty: 3235.386719
	Iteration 93Q: 3 clusters Score -2708912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2708914.000000 Penalty: 3235.386719
	Iteration 94Q: 3 clusters Score -2708914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2708924.000000 Penalty: 3235.386719
	Iteration 95Q: 3 clusters Score -2708924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2708926.250000 Penalty: 3235.386719
	Iteration 96Q: 3 clusters Score -2708926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2708935.000000 Penalty: 3235.386719
	Iteration 97Q: 3 clusters Score -2708935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2708938.000000 Penalty: 3235.386719
	Iteration 98Q: 3 clusters Score -2708938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2708946.000000 Penalty: 3235.386719
	Iteration 99Q: 3 clusters Score -2708946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2708946.500000 Penalty: 3235.386719
	Iteration 100F: 3 clusters Score -2708946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2708949.000000 Penalty: 3235.386719
	Iteration 101Q: 3 clusters Score -2708949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2708953.750000 Penalty: 3235.386719
	Iteration 102Q: 3 clusters Score -2708954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2708948.500000 Penalty: 3235.386719
	Iteration 103Q: 3 clusters Score -2708948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2708953.250000 Penalty: 3235.386719
	Iteration 104Q: 3 clusters Score -2708953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2708950.250000 Penalty: 3235.386719
	Iteration 105Q: 3 clusters Score -2708950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2708949.500000 Penalty: 3235.386719
	Iteration 106Q: 3 clusters Score -2708950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2708959.750000 Penalty: 3235.386719
	Iteration 107Q: 3 clusters Score -2708960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2708964.000000 Penalty: 3235.386719
	Iteration 108Q: 3 clusters Score -2708964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2708965.500000 Penalty: 3235.386719
	Iteration 109Q: 3 clusters Score -2708966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2708968.000000 Penalty: 3235.386719
	Iteration 110Q: 3 clusters Score -2708968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2708970.000000 Penalty: 3235.386719
	Iteration 111Q: 3 clusters Score -2708970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2708971.000000 Penalty: 3235.386719
	Iteration 112Q: 3 clusters Score -2708971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2708972.250000 Penalty: 3235.386719
	Iteration 113Q: 3 clusters Score -2708972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2708973.500000 Penalty: 3235.386719
	Iteration 114Q: 3 clusters Score -2708974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2708972.750000 Penalty: 3235.386719
	Iteration 115Q: 3 clusters Score -2708973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2708972.000000 Penalty: 3235.386719
	Iteration 116Q: 3 clusters Score -2708972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2708971.000000 Penalty: 3235.386719
	Iteration 117Q: 3 clusters Score -2708971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2708971.500000 Penalty: 3235.386719
	Iteration 118Q: 3 clusters Score -2708972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2708969.000000 Penalty: 3235.386719
	Iteration 119Q: 3 clusters Score -2708969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2708974.000000 Penalty: 3235.386719
	Iteration 120F: 3 clusters Score -2708974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2708974.500000 Penalty: 3235.386719
	Iteration 121Q: 3 clusters Score -2708974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2708974.500000 Penalty: 3235.386719
	Iteration 122F: 3 clusters Score -2708974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -1043462.750000 Penalty: 1465.025391
	Iteration 0F: 2 clusters Score -1043463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1037420.312500 Penalty: 2930.050781
	Iteration 0F: 3 clusters Score -1037420 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1039289.250000 Penalty: 2930.050781
	Iteration 1F: 3 clusters Score -1039289 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1039475.937500 Penalty: 2930.050781
	Iteration 2F: 3 clusters Score -1039476 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1039632.000000 Penalty: 2930.050781
	Iteration 3Q: 3 clusters Score -1039632 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1039746.250000 Penalty: 2930.050781
	Iteration 4Q: 3 clusters Score -1039746 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1039846.625000 Penalty: 2930.050781
	Iteration 5Q: 3 clusters Score -1039847 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1039941.812500 Penalty: 2930.050781
	Iteration 6Q: 3 clusters Score -1039942 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1040032.562500 Penalty: 2930.050781
	Iteration 7Q: 3 clusters Score -1040033 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1040126.125000 Penalty: 2930.050781
	Iteration 8Q: 3 clusters Score -1040126 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1040218.375000 Penalty: 2930.050781
	Iteration 9Q: 3 clusters Score -1040218 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1040327.437500 Penalty: 2930.050781
	Iteration 10Q: 3 clusters Score -1040327 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1040436.250000 Penalty: 2930.050781
	Iteration 11Q: 3 clusters Score -1040436 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1040550.500000 Penalty: 2930.050781
	Iteration 12Q: 3 clusters Score -1040550 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1040662.062500 Penalty: 2930.050781
	Iteration 13Q: 3 clusters Score -1040662 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1040761.500000 Penalty: 2930.050781
	Iteration 14Q: 3 clusters Score -1040762 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1040845.375000 Penalty: 2930.050781
	Iteration 15Q: 3 clusters Score -1040845 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1040947.375000 Penalty: 2930.050781
	Iteration 16Q: 3 clusters Score -1040947 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1041035.250000 Penalty: 2930.050781
	Iteration 17Q: 3 clusters Score -1041035 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1041094.187500 Penalty: 2930.050781
	Iteration 18Q: 3 clusters Score -1041094 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1041162.812500 Penalty: 2930.050781
	Iteration 19Q: 3 clusters Score -1041163 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1041236.000000 Penalty: 2930.050781
	Iteration 20F: 3 clusters Score -1041236 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1041311.687500 Penalty: 2930.050781
	Iteration 21Q: 3 clusters Score -1041312 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1041367.375000 Penalty: 2930.050781
	Iteration 22Q: 3 clusters Score -1041367 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1041424.000000 Penalty: 2930.050781
	Iteration 23Q: 3 clusters Score -1041424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1041494.125000 Penalty: 2930.050781
	Iteration 24Q: 3 clusters Score -1041494 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1041573.375000 Penalty: 2930.050781
	Iteration 25Q: 3 clusters Score -1041573 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1041651.375000 Penalty: 2930.050781
	Iteration 26Q: 3 clusters Score -1041651 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1041725.250000 Penalty: 2930.050781
	Iteration 27Q: 3 clusters Score -1041725 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1041796.187500 Penalty: 2930.050781
	Iteration 28Q: 3 clusters Score -1041796 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1041854.250000 Penalty: 2930.050781
	Iteration 29Q: 3 clusters Score -1041854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1041919.062500 Penalty: 2930.050781
	Iteration 30Q: 3 clusters Score -1041919 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1041982.812500 Penalty: 2930.050781
	Iteration 31Q: 3 clusters Score -1041983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1042018.562500 Penalty: 2930.050781
	Iteration 32Q: 3 clusters Score -1042019 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1042043.562500 Penalty: 2930.050781
	Iteration 33Q: 3 clusters Score -1042044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1042059.437500 Penalty: 2930.050781
	Iteration 34Q: 3 clusters Score -1042059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1042076.312500 Penalty: 2930.050781
	Iteration 35Q: 3 clusters Score -1042076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1042089.062500 Penalty: 2930.050781
	Iteration 36Q: 3 clusters Score -1042089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1042104.750000 Penalty: 2930.050781
	Iteration 37Q: 3 clusters Score -1042105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1042114.250000 Penalty: 2930.050781
	Iteration 38Q: 3 clusters Score -1042114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1042125.687500 Penalty: 2930.050781
	Iteration 39Q: 3 clusters Score -1042126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1042136.562500 Penalty: 2930.050781
	Iteration 40F: 3 clusters Score -1042137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1042143.812500 Penalty: 2930.050781
	Iteration 41Q: 3 clusters Score -1042144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1042153.187500 Penalty: 2930.050781
	Iteration 42Q: 3 clusters Score -1042153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1042160.625000 Penalty: 2930.050781
	Iteration 43Q: 3 clusters Score -1042161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1042168.750000 Penalty: 2930.050781
	Iteration 44Q: 3 clusters Score -1042169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1042172.562500 Penalty: 2930.050781
	Iteration 45Q: 3 clusters Score -1042173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1042176.812500 Penalty: 2930.050781
	Iteration 46Q: 3 clusters Score -1042177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1042180.000000 Penalty: 2930.050781
	Iteration 47Q: 3 clusters Score -1042180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1042185.937500 Penalty: 2930.050781
	Iteration 48Q: 3 clusters Score -1042186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1042187.687500 Penalty: 2930.050781
	Iteration 49Q: 3 clusters Score -1042188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1042191.875000 Penalty: 2930.050781
	Iteration 50Q: 3 clusters Score -1042192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1042191.437500 Penalty: 2930.050781
	Iteration 51Q: 3 clusters Score -1042191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1042199.375000 Penalty: 2930.050781
	Iteration 52Q: 3 clusters Score -1042199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1042203.875000 Penalty: 2930.050781
	Iteration 53Q: 3 clusters Score -1042204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1042206.375000 Penalty: 2930.050781
	Iteration 54Q: 3 clusters Score -1042206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1042206.437500 Penalty: 2930.050781
	Iteration 55Q: 3 clusters Score -1042206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1042208.562500 Penalty: 2930.050781
	Iteration 56Q: 3 clusters Score -1042209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1042210.250000 Penalty: 2930.050781
	Iteration 57Q: 3 clusters Score -1042210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1042209.875000 Penalty: 2930.050781
	Iteration 58Q: 3 clusters Score -1042210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1042213.750000 Penalty: 2930.050781
	Iteration 59Q: 3 clusters Score -1042214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1042215.625000 Penalty: 2930.050781
	Iteration 60F: 3 clusters Score -1042216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1042216.375000 Penalty: 2930.050781
	Iteration 61Q: 3 clusters Score -1042216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1042222.687500 Penalty: 2930.050781
	Iteration 62Q: 3 clusters Score -1042223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1042223.375000 Penalty: 2930.050781
	Iteration 63Q: 3 clusters Score -1042223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1042227.000000 Penalty: 2930.050781
	Iteration 64Q: 3 clusters Score -1042227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1042227.812500 Penalty: 2930.050781
	Iteration 65Q: 3 clusters Score -1042228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1042230.125000 Penalty: 2930.050781
	Iteration 66Q: 3 clusters Score -1042230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1042235.812500 Penalty: 2930.050781
	Iteration 67Q: 3 clusters Score -1042236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1042238.125000 Penalty: 2930.050781
	Iteration 68Q: 3 clusters Score -1042238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1042238.562500 Penalty: 2930.050781
	Iteration 69Q: 3 clusters Score -1042239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1042241.312500 Penalty: 2930.050781
	Iteration 70Q: 3 clusters Score -1042241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1042242.500000 Penalty: 2930.050781
	Iteration 71Q: 3 clusters Score -1042242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1042245.500000 Penalty: 2930.050781
	Iteration 72Q: 3 clusters Score -1042246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1042246.812500 Penalty: 2930.050781
	Iteration 73Q: 3 clusters Score -1042247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1042248.312500 Penalty: 2930.050781
	Iteration 74Q: 3 clusters Score -1042248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1042250.500000 Penalty: 2930.050781
	Iteration 75Q: 3 clusters Score -1042250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1042252.687500 Penalty: 2930.050781
	Iteration 76Q: 3 clusters Score -1042253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1042252.250000 Penalty: 2930.050781
	Iteration 77Q: 3 clusters Score -1042252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1042255.875000 Penalty: 2930.050781
	Iteration 78Q: 3 clusters Score -1042256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1042257.875000 Penalty: 2930.050781
	Iteration 79Q: 3 clusters Score -1042258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1042259.437500 Penalty: 2930.050781
	Iteration 80F: 3 clusters Score -1042259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1042259.875000 Penalty: 2930.050781
	Iteration 81Q: 3 clusters Score -1042260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1042257.937500 Penalty: 2930.050781
	Iteration 82Q: 3 clusters Score -1042258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1042260.125000 Penalty: 2930.050781
	Iteration 83Q: 3 clusters Score -1042260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1042260.625000 Penalty: 2930.050781
	Iteration 84Q: 3 clusters Score -1042261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1042260.687500 Penalty: 2930.050781
	Iteration 85Q: 3 clusters Score -1042261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1042260.687500 Penalty: 2930.050781
	Iteration 86F: 3 clusters Score -1042261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (99975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Entering Unmasked Estep 
Score: -12814323.000000 Penalty: 1870.809692
	Iteration 0F: 2 clusters Score -1.281432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -12749175.000000 Penalty: 3741.619385
	Iteration 0F: 3 clusters Score -1.274918e+07 nChanged 47679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -12777308.000000 Penalty: 3741.619385
	Iteration 1F: 3 clusters Score -1.277731e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -12778326.000000 Penalty: 3741.619385
	Iteration 2Q: 3 clusters Score -1.277833e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -12779661.000000 Penalty: 3741.619385
	Iteration 3Q: 3 clusters Score -1.277966e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -12781670.000000 Penalty: 3741.619385
	Iteration 4Q: 3 clusters Score -1.278167e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -12784533.000000 Penalty: 3741.619385
	Iteration 5Q: 3 clusters Score -1.278453e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -12788666.000000 Penalty: 3741.619385
	Iteration 6F: 3 clusters Score -1.278867e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -12793666.000000 Penalty: 3741.619385
	Iteration 7F: 3 clusters Score -1.279367e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -12797516.000000 Penalty: 3741.619385
	Iteration 8F: 3 clusters Score -1.279752e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -12799442.000000 Penalty: 3741.619385
	Iteration 9Q: 3 clusters Score -1.279944e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -12799995.000000 Penalty: 3741.619385
	Iteration 10Q: 3 clusters Score -1.28e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -12800373.000000 Penalty: 3741.619385
	Iteration 11Q: 3 clusters Score -1.280037e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -12800645.000000 Penalty: 3741.619385
	Iteration 12Q: 3 clusters Score -1.280064e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -12800861.000000 Penalty: 3741.619385
	Iteration 13Q: 3 clusters Score -1.280086e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -12801136.000000 Penalty: 3741.619385
	Iteration 14Q: 3 clusters Score -1.280114e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -12801391.000000 Penalty: 3741.619385
	Iteration 15Q: 3 clusters Score -1.280139e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -12801812.000000 Penalty: 3741.619385
	Iteration 16Q: 3 clusters Score -1.280181e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -12802358.000000 Penalty: 3741.619385
	Iteration 17Q: 3 clusters Score -1.280236e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -12802945.000000 Penalty: 3741.619385
	Iteration 18Q: 3 clusters Score -1.280294e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -12803509.000000 Penalty: 3741.619385
	Iteration 19Q: 3 clusters Score -1.280351e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -12804109.000000 Penalty: 3741.619385
	Iteration 20F: 3 clusters Score -1.280411e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -12804733.000000 Penalty: 3741.619385
	Iteration 21Q: 3 clusters Score -1.280473e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -12805431.000000 Penalty: 3741.619385
	Iteration 22Q: 3 clusters Score -1.280543e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -12806067.000000 Penalty: 3741.619385
	Iteration 23Q: 3 clusters Score -1.280607e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -12806637.000000 Penalty: 3741.619385
	Iteration 24Q: 3 clusters Score -1.280664e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -12807200.000000 Penalty: 3741.619385
	Iteration 25Q: 3 clusters Score -1.28072e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -12807739.000000 Penalty: 3741.619385
	Iteration 26Q: 3 clusters Score -1.280774e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -12808138.000000 Penalty: 3741.619385
	Iteration 27Q: 3 clusters Score -1.280814e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -12808560.000000 Penalty: 3741.619385
	Iteration 28Q: 3 clusters Score -1.280856e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 76701 members 
Entering Unmasked Estep 
Score: -12808982.000000 Penalty: 3741.619385
	Iteration 29Q: 3 clusters Score -1.280898e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -12809258.000000 Penalty: 3741.619385
	Iteration 30Q: 3 clusters Score -1.280926e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -12809543.000000 Penalty: 3741.619385
	Iteration 31Q: 3 clusters Score -1.280954e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -12809882.000000 Penalty: 3741.619385
	Iteration 32Q: 3 clusters Score -1.280988e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -12810144.000000 Penalty: 3741.619385
	Iteration 33Q: 3 clusters Score -1.281014e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -12810397.000000 Penalty: 3741.619385
	Iteration 34Q: 3 clusters Score -1.28104e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -12810618.000000 Penalty: 3741.619385
	Iteration 35Q: 3 clusters Score -1.281062e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
Score: -12810825.000000 Penalty: 3741.619385
	Iteration 36Q: 3 clusters Score -1.281082e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 84349 members 
Entering Unmasked Estep 
Score: -12811038.000000 Penalty: 3741.619385
	Iteration 37Q: 3 clusters Score -1.281104e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -12811172.000000 Penalty: 3741.619385
	Iteration 38Q: 3 clusters Score -1.281117e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -12811388.000000 Penalty: 3741.619385
	Iteration 39Q: 3 clusters Score -1.281139e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -12811543.000000 Penalty: 3741.619385
	Iteration 40F: 3 clusters Score -1.281154e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -12811723.000000 Penalty: 3741.619385
	Iteration 41Q: 3 clusters Score -1.281172e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
Score: -12811885.000000 Penalty: 3741.619385
	Iteration 42Q: 3 clusters Score -1.281188e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -12812021.000000 Penalty: 3741.619385
	Iteration 43Q: 3 clusters Score -1.281202e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -12812187.000000 Penalty: 3741.619385
	Iteration 44Q: 3 clusters Score -1.281219e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -12812340.000000 Penalty: 3741.619385
	Iteration 45Q: 3 clusters Score -1.281234e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -12812524.000000 Penalty: 3741.619385
	Iteration 46Q: 3 clusters Score -1.281252e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -12812735.000000 Penalty: 3741.619385
	Iteration 47Q: 3 clusters Score -1.281274e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -12812864.000000 Penalty: 3741.619385
	Iteration 48Q: 3 clusters Score -1.281286e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -12813066.000000 Penalty: 3741.619385
	Iteration 49Q: 3 clusters Score -1.281307e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 92964 members 
Entering Unmasked Estep 
Score: -12813216.000000 Penalty: 3741.619385
	Iteration 50Q: 3 clusters Score -1.281322e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -12813237.000000 Penalty: 3741.619385
	Iteration 51Q: 3 clusters Score -1.281324e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -12813361.000000 Penalty: 3741.619385
	Iteration 52Q: 3 clusters Score -1.281336e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -12813419.000000 Penalty: 3741.619385
	Iteration 53Q: 3 clusters Score -1.281342e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -12813461.000000 Penalty: 3741.619385
	Iteration 54Q: 3 clusters Score -1.281346e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -12813525.000000 Penalty: 3741.619385
	Iteration 55Q: 3 clusters Score -1.281352e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -12813566.000000 Penalty: 3741.619385
	Iteration 56Q: 3 clusters Score -1.281357e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -12813592.000000 Penalty: 3741.619385
	Iteration 57Q: 3 clusters Score -1.281359e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -12813590.000000 Penalty: 3741.619385
	Iteration 58Q: 3 clusters Score -1.281359e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -12813572.000000 Penalty: 3741.619385
	Iteration 59Q: 3 clusters Score -1.281357e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -12813564.000000 Penalty: 3741.619385
	Iteration 60F: 3 clusters Score -1.281356e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -12813540.000000 Penalty: 3741.619385
	Iteration 61Q: 3 clusters Score -1.281354e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -12813546.000000 Penalty: 3741.619385
	Iteration 62Q: 3 clusters Score -1.281355e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -12813549.000000 Penalty: 3741.619385
	Iteration 63Q: 3 clusters Score -1.281355e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 97644 members 
Entering Unmasked Estep 
Score: -12813504.000000 Penalty: 3741.619385
	Iteration 64Q: 3 clusters Score -1.28135e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -12813487.000000 Penalty: 3741.619385
	Iteration 65Q: 3 clusters Score -1.281349e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -12813497.000000 Penalty: 3741.619385
	Iteration 66Q: 3 clusters Score -1.28135e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -12813500.000000 Penalty: 3741.619385
	Iteration 67Q: 3 clusters Score -1.28135e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -12813454.000000 Penalty: 3741.619385
	Iteration 68Q: 3 clusters Score -1.281345e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -12813444.000000 Penalty: 3741.619385
	Iteration 69Q: 3 clusters Score -1.281344e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -12813422.000000 Penalty: 3741.619385
	Iteration 70Q: 3 clusters Score -1.281342e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 98302 members 
Entering Unmasked Estep 
Score: -12813403.000000 Penalty: 3741.619385
	Iteration 71Q: 3 clusters Score -1.28134e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -12813399.000000 Penalty: 3741.619385
	Iteration 72Q: 3 clusters Score -1.28134e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -12813382.000000 Penalty: 3741.619385
	Iteration 73Q: 3 clusters Score -1.281338e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -12813334.000000 Penalty: 3741.619385
	Iteration 74Q: 3 clusters Score -1.281333e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -12813320.000000 Penalty: 3741.619385
	Iteration 75Q: 3 clusters Score -1.281332e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -12813323.000000 Penalty: 3741.619385
	Iteration 76Q: 3 clusters Score -1.281332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -12813330.000000 Penalty: 3741.619385
	Iteration 77Q: 3 clusters Score -1.281333e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 98614 members 
Entering Unmasked Estep 
Score: -12813329.000000 Penalty: 3741.619385
	Iteration 78Q: 3 clusters Score -1.281333e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -12813332.000000 Penalty: 3741.619385
	Iteration 79Q: 3 clusters Score -1.281333e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 98694 members 
Entering Unmasked Estep 
Score: -12813350.000000 Penalty: 3741.619385
	Iteration 80F: 3 clusters Score -1.281335e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -12813343.000000 Penalty: 3741.619385
	Iteration 81Q: 3 clusters Score -1.281334e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 98764 members 
Entering Unmasked Estep 
Score: -12813350.000000 Penalty: 3741.619385
	Iteration 82Q: 3 clusters Score -1.281335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -12813364.000000 Penalty: 3741.619385
	Iteration 83Q: 3 clusters Score -1.281336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -12813351.000000 Penalty: 3741.619385
	Iteration 84Q: 3 clusters Score -1.281335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -12813352.000000 Penalty: 3741.619385
	Iteration 85Q: 3 clusters Score -1.281335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -12813343.000000 Penalty: 3741.619385
	Iteration 86Q: 3 clusters Score -1.281334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -12813344.000000 Penalty: 3741.619385
	Iteration 87Q: 3 clusters Score -1.281334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 98825 members 
Entering Unmasked Estep 
Score: -12813341.000000 Penalty: 3741.619385
	Iteration 88Q: 3 clusters Score -1.281334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -12813337.000000 Penalty: 3741.619385
	Iteration 89Q: 3 clusters Score -1.281334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -12813342.000000 Penalty: 3741.619385
	Iteration 90Q: 3 clusters Score -1.281334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -12813339.000000 Penalty: 3741.619385
	Iteration 91Q: 3 clusters Score -1.281334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -12813340.000000 Penalty: 3741.619385
	Iteration 92Q: 3 clusters Score -1.281334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 98856 members 
Entering Unmasked Estep 
Score: -12813348.000000 Penalty: 3741.619385
	Iteration 93Q: 3 clusters Score -1.281335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -12813342.000000 Penalty: 3741.619385
	Iteration 94Q: 3 clusters Score -1.281334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 98865 members 
Entering Unmasked Estep 
Score: -12813354.000000 Penalty: 3741.619385
	Iteration 95Q: 3 clusters Score -1.281335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -12813358.000000 Penalty: 3741.619385
	Iteration 96Q: 3 clusters Score -1.281336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 98886 members 
Entering Unmasked Estep 
Score: -12813347.000000 Penalty: 3741.619385
	Iteration 97Q: 3 clusters Score -1.281335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 98898 members 
Entering Unmasked Estep 
Score: -12813351.000000 Penalty: 3741.619385
	Iteration 98Q: 3 clusters Score -1.281335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -12813351.000000 Penalty: 3741.619385
	Iteration 99Q: 3 clusters Score -1.281335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 98922 members 
Entering Unmasked Estep 
Score: -12813343.000000 Penalty: 3741.619385
	Iteration 100F: 3 clusters Score -1.281334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -12813340.000000 Penalty: 3741.619385
	Iteration 101Q: 3 clusters Score -1.281334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 98943 members 
Entering Unmasked Estep 
Score: -12813345.000000 Penalty: 3741.619385
	Iteration 102Q: 3 clusters Score -1.281334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 98945 members 
Entering Unmasked Estep 
Score: -12813340.000000 Penalty: 3741.619385
	Iteration 103Q: 3 clusters Score -1.281334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 98948 members 
Entering Unmasked Estep 
Score: -12813329.000000 Penalty: 3741.619385
	Iteration 104Q: 3 clusters Score -1.281333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -12813323.000000 Penalty: 3741.619385
	Iteration 105Q: 3 clusters Score -1.281332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 98953 members 
Entering Unmasked Estep 
Score: -12813323.000000 Penalty: 3741.619385
	Iteration 106Q: 3 clusters Score -1.281332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -12813322.000000 Penalty: 3741.619385
	Iteration 107Q: 3 clusters Score -1.281332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -12813321.000000 Penalty: 3741.619385
	Iteration 108Q: 3 clusters Score -1.281332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -12813321.000000 Penalty: 3741.619385
	Iteration 109F: 3 clusters Score -1.281332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (137442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137442 members 
Entering Unmasked Estep 
Score: -17531696.000000 Penalty: 1922.530640
	Iteration 0F: 2 clusters Score -1.75317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -17471102.000000 Penalty: 3845.061279
	Iteration 0F: 3 clusters Score -1.74711e+07 nChanged 65921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -17509470.000000 Penalty: 3845.061279
	Iteration 1F: 3 clusters Score -1.750947e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -17510584.000000 Penalty: 3845.061279
	Iteration 2Q: 3 clusters Score -1.751058e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -17512038.000000 Penalty: 3845.061279
	Iteration 3Q: 3 clusters Score -1.751204e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -17514376.000000 Penalty: 3845.061279
	Iteration 4Q: 3 clusters Score -1.751438e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -17517662.000000 Penalty: 3845.061279
	Iteration 5F: 3 clusters Score -1.751766e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -17522684.000000 Penalty: 3845.061279
	Iteration 6F: 3 clusters Score -1.752268e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -17528860.000000 Penalty: 3845.061279
	Iteration 7F: 3 clusters Score -1.752886e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -17534800.000000 Penalty: 3845.061279
	Iteration 8F: 3 clusters Score -1.75348e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -17538540.000000 Penalty: 3845.061279
	Iteration 9F: 3 clusters Score -1.753854e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -17539988.000000 Penalty: 3845.061279
	Iteration 10Q: 3 clusters Score -1.753999e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 109149 members 
Entering Unmasked Estep 
Score: -17540192.000000 Penalty: 3845.061279
	Iteration 11Q: 3 clusters Score -1.754019e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 110052 members 
Entering Unmasked Estep 
Score: -17540182.000000 Penalty: 3845.061279
	Iteration 12Q: 3 clusters Score -1.754018e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 110821 members 
Entering Unmasked Estep 
Score: -17540052.000000 Penalty: 3845.061279
	Iteration 13Q: 3 clusters Score -1.754005e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 111487 members 
Entering Unmasked Estep 
Score: -17539812.000000 Penalty: 3845.061279
	Iteration 14Q: 3 clusters Score -1.753981e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -17539776.000000 Penalty: 3845.061279
	Iteration 15Q: 3 clusters Score -1.753978e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -17539658.000000 Penalty: 3845.061279
	Iteration 16Q: 3 clusters Score -1.753966e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 112718 members 
Entering Unmasked Estep 
Score: -17539550.000000 Penalty: 3845.061279
	Iteration 17Q: 3 clusters Score -1.753955e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 112921 members 
Entering Unmasked Estep 
Score: -17539562.000000 Penalty: 3845.061279
	Iteration 18Q: 3 clusters Score -1.753956e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 112983 members 
Entering Unmasked Estep 
Score: -17539658.000000 Penalty: 3845.061279
	Iteration 19Q: 3 clusters Score -1.753966e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 112995 members 
Entering Unmasked Estep 
Score: -17539736.000000 Penalty: 3845.061279
	Iteration 20F: 3 clusters Score -1.753974e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 112882 members 
Entering Unmasked Estep 
Score: -17539826.000000 Penalty: 3845.061279
	Iteration 21Q: 3 clusters Score -1.753983e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 112681 members 
Entering Unmasked Estep 
Score: -17540064.000000 Penalty: 3845.061279
	Iteration 22Q: 3 clusters Score -1.754006e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 112419 members 
Entering Unmasked Estep 
Score: -17540300.000000 Penalty: 3845.061279
	Iteration 23Q: 3 clusters Score -1.75403e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -17540598.000000 Penalty: 3845.061279
	Iteration 24Q: 3 clusters Score -1.75406e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 111668 members 
Entering Unmasked Estep 
Score: -17541002.000000 Penalty: 3845.061279
	Iteration 25Q: 3 clusters Score -1.7541e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -17541286.000000 Penalty: 3845.061279
	Iteration 26Q: 3 clusters Score -1.754129e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 110714 members 
Entering Unmasked Estep 
Score: -17541662.000000 Penalty: 3845.061279
	Iteration 27Q: 3 clusters Score -1.754166e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 110116 members 
Entering Unmasked Estep 
Score: -17542036.000000 Penalty: 3845.061279
	Iteration 28Q: 3 clusters Score -1.754204e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 109498 members 
Entering Unmasked Estep 
Score: -17542280.000000 Penalty: 3845.061279
	Iteration 29Q: 3 clusters Score -1.754228e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -17542634.000000 Penalty: 3845.061279
	Iteration 30Q: 3 clusters Score -1.754263e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 108021 members 
Entering Unmasked Estep 
Score: -17542916.000000 Penalty: 3845.061279
	Iteration 31Q: 3 clusters Score -1.754292e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 107257 members 
Entering Unmasked Estep 
Score: -17543314.000000 Penalty: 3845.061279
	Iteration 32Q: 3 clusters Score -1.754331e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 106496 members 
Entering Unmasked Estep 
Score: -17543584.000000 Penalty: 3845.061279
	Iteration 33Q: 3 clusters Score -1.754358e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 105771 members 
Entering Unmasked Estep 
Score: -17543918.000000 Penalty: 3845.061279
	Iteration 34Q: 3 clusters Score -1.754392e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 105110 members 
Entering Unmasked Estep 
Score: -17544196.000000 Penalty: 3845.061279
	Iteration 35Q: 3 clusters Score -1.75442e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 104552 members 
Entering Unmasked Estep 
Score: -17544402.000000 Penalty: 3845.061279
	Iteration 36Q: 3 clusters Score -1.75444e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -17544558.000000 Penalty: 3845.061279
	Iteration 37Q: 3 clusters Score -1.754456e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 103616 members 
Entering Unmasked Estep 
Score: -17544754.000000 Penalty: 3845.061279
	Iteration 38Q: 3 clusters Score -1.754475e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -17544788.000000 Penalty: 3845.061279
	Iteration 39Q: 3 clusters Score -1.754479e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -17544960.000000 Penalty: 3845.061279
	Iteration 40F: 3 clusters Score -1.754496e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 102310 members 
Entering Unmasked Estep 
Score: -17545136.000000 Penalty: 3845.061279
	Iteration 41Q: 3 clusters Score -1.754514e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -17545274.000000 Penalty: 3845.061279
	Iteration 42Q: 3 clusters Score -1.754527e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 101393 members 
Entering Unmasked Estep 
Score: -17545398.000000 Penalty: 3845.061279
	Iteration 43Q: 3 clusters Score -1.75454e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -17545530.000000 Penalty: 3845.061279
	Iteration 44Q: 3 clusters Score -1.754553e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -17545612.000000 Penalty: 3845.061279
	Iteration 45Q: 3 clusters Score -1.754561e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -17545676.000000 Penalty: 3845.061279
	Iteration 46Q: 3 clusters Score -1.754568e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 99750 members 
Entering Unmasked Estep 
Score: -17545762.000000 Penalty: 3845.061279
	Iteration 47Q: 3 clusters Score -1.754576e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -17545792.000000 Penalty: 3845.061279
	Iteration 48Q: 3 clusters Score -1.754579e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
Score: -17545790.000000 Penalty: 3845.061279
	Iteration 49Q: 3 clusters Score -1.754579e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 98741 members 
Entering Unmasked Estep 
Score: -17545872.000000 Penalty: 3845.061279
	Iteration 50Q: 3 clusters Score -1.754587e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
Score: -17545940.000000 Penalty: 3845.061279
	Iteration 51Q: 3 clusters Score -1.754594e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
Score: -17545980.000000 Penalty: 3845.061279
	Iteration 52Q: 3 clusters Score -1.754598e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -17546054.000000 Penalty: 3845.061279
	Iteration 53Q: 3 clusters Score -1.754605e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 97574 members 
Entering Unmasked Estep 
Score: -17546068.000000 Penalty: 3845.061279
	Iteration 54Q: 3 clusters Score -1.754607e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -17546168.000000 Penalty: 3845.061279
	Iteration 55Q: 3 clusters Score -1.754617e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -17546180.000000 Penalty: 3845.061279
	Iteration 56Q: 3 clusters Score -1.754618e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 96893 members 
Entering Unmasked Estep 
Score: -17546162.000000 Penalty: 3845.061279
	Iteration 57Q: 3 clusters Score -1.754616e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -17546148.000000 Penalty: 3845.061279
	Iteration 58Q: 3 clusters Score -1.754615e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -17546176.000000 Penalty: 3845.061279
	Iteration 59Q: 3 clusters Score -1.754618e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 96322 members 
Entering Unmasked Estep 
Score: -17546258.000000 Penalty: 3845.061279
	Iteration 60F: 3 clusters Score -1.754626e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -17546318.000000 Penalty: 3845.061279
	Iteration 61Q: 3 clusters Score -1.754632e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -17546344.000000 Penalty: 3845.061279
	Iteration 62Q: 3 clusters Score -1.754634e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 95844 members 
Entering Unmasked Estep 
Score: -17546324.000000 Penalty: 3845.061279
	Iteration 63Q: 3 clusters Score -1.754632e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -17546382.000000 Penalty: 3845.061279
	Iteration 64Q: 3 clusters Score -1.754638e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -17546374.000000 Penalty: 3845.061279
	Iteration 65Q: 3 clusters Score -1.754637e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -17546354.000000 Penalty: 3845.061279
	Iteration 66Q: 3 clusters Score -1.754635e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.754643e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -17546426.000000 Penalty: 3845.061279
	Iteration 68Q: 3 clusters Score -1.754643e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.754647e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -17546492.000000 Penalty: 3845.061279
	Iteration 70Q: 3 clusters Score -1.754649e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 94817 members 
Entering Unmasked Estep 
Score: -17546534.000000 Penalty: 3845.061279
	Iteration 71Q: 3 clusters Score -1.754653e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 94724 members 
Entering Unmasked Estep 
Score: -17546490.000000 Penalty: 3845.061279
	Iteration 72Q: 3 clusters Score -1.754649e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -17546516.000000 Penalty: 3845.061279
	Iteration 73Q: 3 clusters Score -1.754652e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 94515 members 
Entering Unmasked Estep 
Score: -17546556.000000 Penalty: 3845.061279
	Iteration 74Q: 3 clusters Score -1.754656e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -17546582.000000 Penalty: 3845.061279
	Iteration 75Q: 3 clusters Score -1.754658e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 94347 members 
Entering Unmasked Estep 
Score: -17546592.000000 Penalty: 3845.061279
	Iteration 76Q: 3 clusters Score -1.754659e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -17546600.000000 Penalty: 3845.061279
	Iteration 77Q: 3 clusters Score -1.75466e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 94180 members 
Entering Unmasked Estep 
Score: -17546618.000000 Penalty: 3845.061279
	Iteration 78Q: 3 clusters Score -1.754662e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -17546612.000000 Penalty: 3845.061279
	Iteration 79Q: 3 clusters Score -1.754661e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -17546616.000000 Penalty: 3845.061279
	Iteration 80F: 3 clusters Score -1.754662e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 93996 members 
Entering Unmasked Estep 
Score: -17546606.000000 Penalty: 3845.061279
	Iteration 81Q: 3 clusters Score -1.754661e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 93948 members 
Entering Unmasked Estep 
Score: -17546572.000000 Penalty: 3845.061279
	Iteration 82Q: 3 clusters Score -1.754657e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -17546626.000000 Penalty: 3845.061279
	Iteration 83Q: 3 clusters Score -1.754663e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.754661e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -17546610.000000 Penalty: 3845.061279
	Iteration 85Q: 3 clusters Score -1.754661e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -17546632.000000 Penalty: 3845.061279
	Iteration 86Q: 3 clusters Score -1.754663e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -17546660.000000 Penalty: 3845.061279
	Iteration 87Q: 3 clusters Score -1.754666e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -17546694.000000 Penalty: 3845.061279
	Iteration 88Q: 3 clusters Score -1.754669e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -17546714.000000 Penalty: 3845.061279
	Iteration 89Q: 3 clusters Score -1.754671e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.754671e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.754673e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -17546742.000000 Penalty: 3845.061279
	Iteration 92Q: 3 clusters Score -1.754674e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -17546798.000000 Penalty: 3845.061279
	Iteration 93Q: 3 clusters Score -1.75468e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -17546802.000000 Penalty: 3845.061279
	Iteration 94Q: 3 clusters Score -1.75468e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.754681e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.754679e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -17546822.000000 Penalty: 3845.061279
	Iteration 97Q: 3 clusters Score -1.754682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 93226 members 
Entering Unmasked Estep 
Score: -17546812.000000 Penalty: 3845.061279
	Iteration 98Q: 3 clusters Score -1.754681e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -17546826.000000 Penalty: 3845.061279
	Iteration 99Q: 3 clusters Score -1.754683e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 93260 members 
Entering Unmasked Estep 
Score: -17546838.000000 Penalty: 3845.061279
	Iteration 100F: 3 clusters Score -1.754684e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -17546830.000000 Penalty: 3845.061279
	Iteration 101Q: 3 clusters Score -1.754683e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
Score: -17546860.000000 Penalty: 3845.061279
	Iteration 102Q: 3 clusters Score -1.754686e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -17546872.000000 Penalty: 3845.061279
	Iteration 103Q: 3 clusters Score -1.754687e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 93216 members 
Entering Unmasked Estep 
Score: -17546896.000000 Penalty: 3845.061279
	Iteration 104Q: 3 clusters Score -1.75469e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.754687e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -17546864.000000 Penalty: 3845.061279
	Iteration 106Q: 3 clusters Score -1.754686e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -17546838.000000 Penalty: 3845.061279
	Iteration 107Q: 3 clusters Score -1.754684e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 93167 members 
Entering Unmasked Estep 
Score: -17546850.000000 Penalty: 3845.061279
	Iteration 108Q: 3 clusters Score -1.754685e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -17546854.000000 Penalty: 3845.061279
	Iteration 109Q: 3 clusters Score -1.754685e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -17546854.000000 Penalty: 3845.061279
	Iteration 110Q: 3 clusters Score -1.754685e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 93151 members 
Entering Unmasked Estep 
Score: -17546872.000000 Penalty: 3845.061279
	Iteration 111Q: 3 clusters Score -1.754687e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 93144 members 
Entering Unmasked Estep 
Score: -17546902.000000 Penalty: 3845.061279
	Iteration 112Q: 3 clusters Score -1.75469e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -17546936.000000 Penalty: 3845.061279
	Iteration 113Q: 3 clusters Score -1.754694e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -17546956.000000 Penalty: 3845.061279
	Iteration 114Q: 3 clusters Score -1.754696e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -17546936.000000 Penalty: 3845.061279
	Iteration 115Q: 3 clusters Score -1.754694e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.754696e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -17546960.000000 Penalty: 3845.061279
	Iteration 117Q: 3 clusters Score -1.754696e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -17546978.000000 Penalty: 3845.061279
	Iteration 118Q: 3 clusters Score -1.754698e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -17546990.000000 Penalty: 3845.061279
	Iteration 119Q: 3 clusters Score -1.754699e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -17547006.000000 Penalty: 3845.061279
	Iteration 120F: 3 clusters Score -1.754701e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -17547018.000000 Penalty: 3845.061279
	Iteration 121Q: 3 clusters Score -1.754702e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -17547002.000000 Penalty: 3845.061279
	Iteration 122Q: 3 clusters Score -1.7547e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -17547010.000000 Penalty: 3845.061279
	Iteration 123Q: 3 clusters Score -1.754701e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.754701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -17547004.000000 Penalty: 3845.061279
	Iteration 125Q: 3 clusters Score -1.7547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.7547e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.754697e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -17546982.000000 Penalty: 3845.061279
	Iteration 128Q: 3 clusters Score -1.754698e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -17546964.000000 Penalty: 3845.061279
	Iteration 129Q: 3 clusters Score -1.754696e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.754698e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 92925 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.7547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -17546986.000000 Penalty: 3845.061279
	Iteration 132Q: 3 clusters Score -1.754699e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.754699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.754697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.754698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 92929 members 
Entering Unmasked Estep 
Score: -17546980.000000 Penalty: 3845.061279
	Iteration 136Q: 3 clusters Score -1.754698e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -17546964.000000 Penalty: 3845.061279
	Iteration 137Q: 3 clusters Score -1.754696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -17546972.000000 Penalty: 3845.061279
	Iteration 138Q: 3 clusters Score -1.754697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -17546978.000000 Penalty: 3845.061279
	Iteration 139Q: 3 clusters Score -1.754698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -17546976.000000 Penalty: 3845.061279
	Iteration 140F: 3 clusters Score -1.754698e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.754697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.754698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.754697e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.754697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -17546944.000000 Penalty: 3845.061279
	Iteration 145Q: 3 clusters Score -1.754694e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -17546938.000000 Penalty: 3845.061279
	Iteration 146Q: 3 clusters Score -1.754694e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -17546940.000000 Penalty: 3845.061279
	Iteration 147Q: 3 clusters Score -1.754694e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -17546944.000000 Penalty: 3845.061279
	Iteration 148Q: 3 clusters Score -1.754694e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 92971 members 
Entering Unmasked Estep 
Score: -17546930.000000 Penalty: 3845.061279
	Iteration 149Q: 3 clusters Score -1.754693e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -17546920.000000 Penalty: 3845.061279
	Iteration 150Q: 3 clusters Score -1.754692e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -17546920.000000 Penalty: 3845.061279
	Iteration 151Q: 3 clusters Score -1.754692e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -17546930.000000 Penalty: 3845.061279
	Iteration 152Q: 3 clusters Score -1.754693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -17546924.000000 Penalty: 3845.061279
	Iteration 153Q: 3 clusters Score -1.754692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -17546918.000000 Penalty: 3845.061279
	Iteration 154Q: 3 clusters Score -1.754692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -17546916.000000 Penalty: 3845.061279
	Iteration 155Q: 3 clusters Score -1.754692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -17546912.000000 Penalty: 3845.061279
	Iteration 156Q: 3 clusters Score -1.754691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 93003 members 
Entering Unmasked Estep 
Score: -17546902.000000 Penalty: 3845.061279
	Iteration 157Q: 3 clusters Score -1.75469e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -17546896.000000 Penalty: 3845.061279
	Iteration 158Q: 3 clusters Score -1.75469e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -17546882.000000 Penalty: 3845.061279
	Iteration 159Q: 3 clusters Score -1.754688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -17546866.000000 Penalty: 3845.061279
	Iteration 160F: 3 clusters Score -1.754687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -17546880.000000 Penalty: 3845.061279
	Iteration 161Q: 3 clusters Score -1.754688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -17546874.000000 Penalty: 3845.061279
	Iteration 162Q: 3 clusters Score -1.754687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -17546868.000000 Penalty: 3845.061279
	Iteration 163Q: 3 clusters Score -1.754687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -17546874.000000 Penalty: 3845.061279
	Iteration 164Q: 3 clusters Score -1.754687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -17546886.000000 Penalty: 3845.061279
	Iteration 165Q: 3 clusters Score -1.754689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -17546900.000000 Penalty: 3845.061279
	Iteration 166Q: 3 clusters Score -1.75469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -17546910.000000 Penalty: 3845.061279
	Iteration 167Q: 3 clusters Score -1.754691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -17546902.000000 Penalty: 3845.061279
	Iteration 168Q: 3 clusters Score -1.75469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -17546898.000000 Penalty: 3845.061279
	Iteration 169Q: 3 clusters Score -1.75469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -17546912.000000 Penalty: 3845.061279
	Iteration 170Q: 3 clusters Score -1.754691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -17546908.000000 Penalty: 3845.061279
	Iteration 171Q: 3 clusters Score -1.754691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -17546902.000000 Penalty: 3845.061279
	Iteration 172Q: 3 clusters Score -1.75469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -17546910.000000 Penalty: 3845.061279
	Iteration 173Q: 3 clusters Score -1.754691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -17546916.000000 Penalty: 3845.061279
	Iteration 174Q: 3 clusters Score -1.754692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -17546916.000000 Penalty: 3845.061279
	Iteration 175Q: 3 clusters Score -1.754692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -17546916.000000 Penalty: 3845.061279
	Iteration 176Q: 3 clusters Score -1.754692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -17546918.000000 Penalty: 3845.061279
	Iteration 177Q: 3 clusters Score -1.754692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -17546912.000000 Penalty: 3845.061279
	Iteration 178Q: 3 clusters Score -1.754691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -17546928.000000 Penalty: 3845.061279
	Iteration 179Q: 3 clusters Score -1.754693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -17546912.000000 Penalty: 3845.061279
	Iteration 180F: 3 clusters Score -1.754691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -17546914.000000 Penalty: 3845.061279
	Iteration 181Q: 3 clusters Score -1.754691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -17546916.000000 Penalty: 3845.061279
	Iteration 182Q: 3 clusters Score -1.754692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -17546916.000000 Penalty: 3845.061279
	Iteration 183Q: 3 clusters Score -1.754692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -17546920.000000 Penalty: 3845.061279
	Iteration 184Q: 3 clusters Score -1.754692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 93003 members 
Entering Unmasked Estep 
Score: -17546912.000000 Penalty: 3845.061279
	Iteration 185Q: 3 clusters Score -1.754691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -17546906.000000 Penalty: 3845.061279
	Iteration 186Q: 3 clusters Score -1.754691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -17546906.000000 Penalty: 3845.061279
	Iteration 187Q: 3 clusters Score -1.754691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -17546888.000000 Penalty: 3845.061279
	Iteration 188Q: 3 clusters Score -1.754689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -17546880.000000 Penalty: 3845.061279
	Iteration 189Q: 3 clusters Score -1.754688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -17546886.000000 Penalty: 3845.061279
	Iteration 190Q: 3 clusters Score -1.754689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -17546886.000000 Penalty: 3845.061279
	Iteration 191Q: 3 clusters Score -1.754689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -17546892.000000 Penalty: 3845.061279
	Iteration 192Q: 3 clusters Score -1.754689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -17546880.000000 Penalty: 3845.061279
	Iteration 193Q: 3 clusters Score -1.754688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -17546888.000000 Penalty: 3845.061279
	Iteration 194Q: 3 clusters Score -1.754689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -17546908.000000 Penalty: 3845.061279
	Iteration 195Q: 3 clusters Score -1.754691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -17546896.000000 Penalty: 3845.061279
	Iteration 196Q: 3 clusters Score -1.75469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -17546898.000000 Penalty: 3845.061279
	Iteration 197Q: 3 clusters Score -1.75469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -17546902.000000 Penalty: 3845.061279
	Iteration 198Q: 3 clusters Score -1.75469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -17546894.000000 Penalty: 3845.061279
	Iteration 199Q: 3 clusters Score -1.754689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -17546908.000000 Penalty: 3845.061279
	Iteration 200F: 3 clusters Score -1.754691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 93022 members 
Entering Unmasked Estep 
Score: -17546912.000000 Penalty: 3845.061279
	Iteration 201Q: 3 clusters Score -1.754691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -17546906.000000 Penalty: 3845.061279
	Iteration 202Q: 3 clusters Score -1.754691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -17546906.000000 Penalty: 3845.061279
	Iteration 203Q: 3 clusters Score -1.754691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -17546906.000000 Penalty: 3845.061279
	Iteration 204Q: 3 clusters Score -1.754691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -17546898.000000 Penalty: 3845.061279
	Iteration 205Q: 3 clusters Score -1.75469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -17546900.000000 Penalty: 3845.061279
	Iteration 206Q: 3 clusters Score -1.75469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -17546904.000000 Penalty: 3845.061279
	Iteration 207Q: 3 clusters Score -1.75469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -17546900.000000 Penalty: 3845.061279
	Iteration 208Q: 3 clusters Score -1.75469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -17546900.000000 Penalty: 3845.061279
	Iteration 209Q: 3 clusters Score -1.75469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 93033 members 
Entering Unmasked Estep 
Score: -17546908.000000 Penalty: 3845.061279
	Iteration 210Q: 3 clusters Score -1.754691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -17546910.000000 Penalty: 3845.061279
	Iteration 211Q: 3 clusters Score -1.754691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -17546908.000000 Penalty: 3845.061279
	Iteration 212Q: 3 clusters Score -1.754691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -17546914.000000 Penalty: 3845.061279
	Iteration 213Q: 3 clusters Score -1.754691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -17546926.000000 Penalty: 3845.061279
	Iteration 214Q: 3 clusters Score -1.754693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -17546912.000000 Penalty: 3845.061279
	Iteration 215Q: 3 clusters Score -1.754691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -17546924.000000 Penalty: 3845.061279
	Iteration 216Q: 3 clusters Score -1.754692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -17546934.000000 Penalty: 3845.061279
	Iteration 217Q: 3 clusters Score -1.754693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -17546924.000000 Penalty: 3845.061279
	Iteration 218Q: 3 clusters Score -1.754692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -17546922.000000 Penalty: 3845.061279
	Iteration 219Q: 3 clusters Score -1.754692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -17546914.000000 Penalty: 3845.061279
	Iteration 220F: 3 clusters Score -1.754691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -17546904.000000 Penalty: 3845.061279
	Iteration 221Q: 3 clusters Score -1.75469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -17546910.000000 Penalty: 3845.061279
	Iteration 222Q: 3 clusters Score -1.754691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -17546906.000000 Penalty: 3845.061279
	Iteration 223Q: 3 clusters Score -1.754691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -17546908.000000 Penalty: 3845.061279
	Iteration 224Q: 3 clusters Score -1.754691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -17546910.000000 Penalty: 3845.061279
	Iteration 225Q: 3 clusters Score -1.754691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -17546908.000000 Penalty: 3845.061279
	Iteration 226Q: 3 clusters Score -1.754691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -17546910.000000 Penalty: 3845.061279
	Iteration 227Q: 3 clusters Score -1.754691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -17546898.000000 Penalty: 3845.061279
	Iteration 228Q: 3 clusters Score -1.75469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -17546894.000000 Penalty: 3845.061279
	Iteration 229Q: 3 clusters Score -1.754689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -17546894.000000 Penalty: 3845.061279
	Iteration 230Q: 3 clusters Score -1.754689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -17546896.000000 Penalty: 3845.061279
	Iteration 231Q: 3 clusters Score -1.75469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -17546892.000000 Penalty: 3845.061279
	Iteration 232Q: 3 clusters Score -1.754689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -17546892.000000 Penalty: 3845.061279
	Iteration 233F: 3 clusters Score -1.754689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 21058 members 
Mstep: Class 5 contains 93019 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 8 contains 99975 members 
Mstep: Class 10 contains 44423 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 14 contains 38197 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 11475 members 
Mstep: Class 19 contains 132762 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
Score: -69446608.000000 Penalty: 36521.828125
Splitting cluster 10 changes total score from -69432008.000000 to -69446608.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -544281.750000 Penalty: 1363.492310
	Iteration 0F: 2 clusters Score -544281.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -540694.875000 Penalty: 2726.984619
	Iteration 0F: 3 clusters Score -540694.9 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -541654.625000 Penalty: 2726.984619
	Iteration 1F: 3 clusters Score -541654.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -541865.500000 Penalty: 2726.984619
	Iteration 2F: 3 clusters Score -541865.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -542010.625000 Penalty: 2726.984619
	Iteration 3F: 3 clusters Score -542010.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -542103.375000 Penalty: 2726.984619
	Iteration 4Q: 3 clusters Score -542103.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -542172.437500 Penalty: 2726.984619
	Iteration 5Q: 3 clusters Score -542172.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -542218.875000 Penalty: 2726.984619
	Iteration 6Q: 3 clusters Score -542218.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -542257.437500 Penalty: 2726.984619
	Iteration 7Q: 3 clusters Score -542257.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -542295.625000 Penalty: 2726.984619
	Iteration 8Q: 3 clusters Score -542295.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -542329.750000 Penalty: 2726.984619
	Iteration 9Q: 3 clusters Score -542329.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -542365.062500 Penalty: 2726.984619
	Iteration 10Q: 3 clusters Score -542365.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -542398.562500 Penalty: 2726.984619
	Iteration 11Q: 3 clusters Score -542398.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -542432.250000 Penalty: 2726.984619
	Iteration 12Q: 3 clusters Score -542432.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -542459.375000 Penalty: 2726.984619
	Iteration 13Q: 3 clusters Score -542459.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -542482.500000 Penalty: 2726.984619
	Iteration 14Q: 3 clusters Score -542482.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -542502.437500 Penalty: 2726.984619
	Iteration 15Q: 3 clusters Score -542502.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -542521.125000 Penalty: 2726.984619
	Iteration 16Q: 3 clusters Score -542521.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -542544.750000 Penalty: 2726.984619
	Iteration 17Q: 3 clusters Score -542544.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -542573.000000 Penalty: 2726.984619
	Iteration 18Q: 3 clusters Score -542573 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -542604.875000 Penalty: 2726.984619
	Iteration 19Q: 3 clusters Score -542604.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -542628.562500 Penalty: 2726.984619
	Iteration 20F: 3 clusters Score -542628.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -542651.687500 Penalty: 2726.984619
	Iteration 21Q: 3 clusters Score -542651.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -542678.812500 Penalty: 2726.984619
	Iteration 22Q: 3 clusters Score -542678.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -542705.750000 Penalty: 2726.984619
	Iteration 23Q: 3 clusters Score -542705.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -542736.937500 Penalty: 2726.984619
	Iteration 24Q: 3 clusters Score -542736.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -542767.625000 Penalty: 2726.984619
	Iteration 25Q: 3 clusters Score -542767.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -542800.437500 Penalty: 2726.984619
	Iteration 26Q: 3 clusters Score -542800.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -542830.375000 Penalty: 2726.984619
	Iteration 27Q: 3 clusters Score -542830.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -542857.062500 Penalty: 2726.984619
	Iteration 28Q: 3 clusters Score -542857.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -542884.187500 Penalty: 2726.984619
	Iteration 29Q: 3 clusters Score -542884.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -542906.750000 Penalty: 2726.984619
	Iteration 30Q: 3 clusters Score -542906.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -542943.750000 Penalty: 2726.984619
	Iteration 31Q: 3 clusters Score -542943.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -542967.187500 Penalty: 2726.984619
	Iteration 32Q: 3 clusters Score -542967.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -542990.125000 Penalty: 2726.984619
	Iteration 33Q: 3 clusters Score -542990.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -543010.750000 Penalty: 2726.984619
	Iteration 34Q: 3 clusters Score -543010.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -543023.562500 Penalty: 2726.984619
	Iteration 35Q: 3 clusters Score -543023.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -543034.250000 Penalty: 2726.984619
	Iteration 36Q: 3 clusters Score -543034.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -543042.687500 Penalty: 2726.984619
	Iteration 37Q: 3 clusters Score -543042.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -543045.437500 Penalty: 2726.984619
	Iteration 38Q: 3 clusters Score -543045.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -543049.125000 Penalty: 2726.984619
	Iteration 39Q: 3 clusters Score -543049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -543049.375000 Penalty: 2726.984619
	Iteration 40F: 3 clusters Score -543049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -543050.187500 Penalty: 2726.984619
	Iteration 41Q: 3 clusters Score -543050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -543052.875000 Penalty: 2726.984619
	Iteration 42Q: 3 clusters Score -543052.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -543056.000000 Penalty: 2726.984619
	Iteration 43Q: 3 clusters Score -543056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -543057.687500 Penalty: 2726.984619
	Iteration 44Q: 3 clusters Score -543057.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -543059.812500 Penalty: 2726.984619
	Iteration 45Q: 3 clusters Score -543059.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -543062.312500 Penalty: 2726.984619
	Iteration 46Q: 3 clusters Score -543062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -543061.312500 Penalty: 2726.984619
	Iteration 47Q: 3 clusters Score -543061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -543062.875000 Penalty: 2726.984619
	Iteration 48Q: 3 clusters Score -543062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -543063.937500 Penalty: 2726.984619
	Iteration 49Q: 3 clusters Score -543063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -543065.125000 Penalty: 2726.984619
	Iteration 50Q: 3 clusters Score -543065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -543066.187500 Penalty: 2726.984619
	Iteration 51Q: 3 clusters Score -543066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -543067.687500 Penalty: 2726.984619
	Iteration 52Q: 3 clusters Score -543067.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -543067.687500 Penalty: 2726.984619
	Iteration 53F: 3 clusters Score -543067.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Entering Unmasked Estep 
Score: -4936639.000000 Penalty: 1714.458252
	Iteration 0F: 2 clusters Score -4936639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4910984.500000 Penalty: 3428.916504
	Iteration 0F: 3 clusters Score -4910984 nChanged 17736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -4921256.000000 Penalty: 3428.916504
	Iteration 1F: 3 clusters Score -4921256 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -4922057.000000 Penalty: 3428.916504
	Iteration 2F: 3 clusters Score -4922057 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -4923065.000000 Penalty: 3428.916504
	Iteration 3F: 3 clusters Score -4923065 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -4924396.500000 Penalty: 3428.916504
	Iteration 4F: 3 clusters Score -4924396 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4926173.000000 Penalty: 3428.916504
	Iteration 5F: 3 clusters Score -4926173 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4928275.000000 Penalty: 3428.916504
	Iteration 6F: 3 clusters Score -4928275 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -4930416.000000 Penalty: 3428.916504
	Iteration 7F: 3 clusters Score -4930416 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -4932144.000000 Penalty: 3428.916504
	Iteration 8F: 3 clusters Score -4932144 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4933185.500000 Penalty: 3428.916504
	Iteration 9Q: 3 clusters Score -4933186 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -4933805.500000 Penalty: 3428.916504
	Iteration 10Q: 3 clusters Score -4933806 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4934150.000000 Penalty: 3428.916504
	Iteration 11Q: 3 clusters Score -4934150 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4934324.000000 Penalty: 3428.916504
	Iteration 12Q: 3 clusters Score -4934324 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4934488.500000 Penalty: 3428.916504
	Iteration 13Q: 3 clusters Score -4934488 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -4934594.500000 Penalty: 3428.916504
	Iteration 14Q: 3 clusters Score -4934594 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4934680.500000 Penalty: 3428.916504
	Iteration 15Q: 3 clusters Score -4934680 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -4934746.000000 Penalty: 3428.916504
	Iteration 16Q: 3 clusters Score -4934746 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4934804.500000 Penalty: 3428.916504
	Iteration 17Q: 3 clusters Score -4934804 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4934851.500000 Penalty: 3428.916504
	Iteration 18Q: 3 clusters Score -4934852 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4934879.000000 Penalty: 3428.916504
	Iteration 19Q: 3 clusters Score -4934879 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4934924.000000 Penalty: 3428.916504
	Iteration 20F: 3 clusters Score -4934924 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4934957.500000 Penalty: 3428.916504
	Iteration 21Q: 3 clusters Score -4934958 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4935009.500000 Penalty: 3428.916504
	Iteration 22Q: 3 clusters Score -4935010 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4935039.500000 Penalty: 3428.916504
	Iteration 23Q: 3 clusters Score -4935040 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4935062.000000 Penalty: 3428.916504
	Iteration 24Q: 3 clusters Score -4935062 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4935083.500000 Penalty: 3428.916504
	Iteration 25Q: 3 clusters Score -4935084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4935104.000000 Penalty: 3428.916504
	Iteration 26Q: 3 clusters Score -4935104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4935092.500000 Penalty: 3428.916504
	Iteration 27Q: 3 clusters Score -4935092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4935109.000000 Penalty: 3428.916504
	Iteration 28Q: 3 clusters Score -4935109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4935129.000000 Penalty: 3428.916504
	Iteration 29Q: 3 clusters Score -4935129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4935128.000000 Penalty: 3428.916504
	Iteration 30Q: 3 clusters Score -4935128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4935138.500000 Penalty: 3428.916504
	Iteration 31Q: 3 clusters Score -4935138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4935149.000000 Penalty: 3428.916504
	Iteration 32Q: 3 clusters Score -4935149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4935171.000000 Penalty: 3428.916504
	Iteration 33Q: 3 clusters Score -4935171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4935190.500000 Penalty: 3428.916504
	Iteration 34Q: 3 clusters Score -4935190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4935203.500000 Penalty: 3428.916504
	Iteration 35Q: 3 clusters Score -4935204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4935211.000000 Penalty: 3428.916504
	Iteration 36Q: 3 clusters Score -4935211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4935217.000000 Penalty: 3428.916504
	Iteration 37Q: 3 clusters Score -4935217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4935230.000000 Penalty: 3428.916504
	Iteration 38Q: 3 clusters Score -4935230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4935240.500000 Penalty: 3428.916504
	Iteration 39Q: 3 clusters Score -4935240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4935239.500000 Penalty: 3428.916504
	Iteration 40F: 3 clusters Score -4935240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4935252.000000 Penalty: 3428.916504
	Iteration 41Q: 3 clusters Score -4935252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4935259.000000 Penalty: 3428.916504
	Iteration 42Q: 3 clusters Score -4935259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4935270.500000 Penalty: 3428.916504
	Iteration 43Q: 3 clusters Score -4935270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4935272.000000 Penalty: 3428.916504
	Iteration 44Q: 3 clusters Score -4935272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4935276.500000 Penalty: 3428.916504
	Iteration 45Q: 3 clusters Score -4935276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4935284.000000 Penalty: 3428.916504
	Iteration 46Q: 3 clusters Score -4935284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4935285.000000 Penalty: 3428.916504
	Iteration 47Q: 3 clusters Score -4935285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4935289.000000 Penalty: 3428.916504
	Iteration 48Q: 3 clusters Score -4935289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4935291.500000 Penalty: 3428.916504
	Iteration 49Q: 3 clusters Score -4935292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4935299.000000 Penalty: 3428.916504
	Iteration 50Q: 3 clusters Score -4935299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4935300.500000 Penalty: 3428.916504
	Iteration 51Q: 3 clusters Score -4935300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4935298.500000 Penalty: 3428.916504
	Iteration 52Q: 3 clusters Score -4935298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4935299.500000 Penalty: 3428.916504
	Iteration 53Q: 3 clusters Score -4935300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4935313.500000 Penalty: 3428.916504
	Iteration 54Q: 3 clusters Score -4935314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4935317.500000 Penalty: 3428.916504
	Iteration 55Q: 3 clusters Score -4935318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4935309.500000 Penalty: 3428.916504
	Iteration 56Q: 3 clusters Score -4935310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4935314.500000 Penalty: 3428.916504
	Iteration 57Q: 3 clusters Score -4935314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4935315.500000 Penalty: 3428.916504
	Iteration 58Q: 3 clusters Score -4935316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4935319.500000 Penalty: 3428.916504
	Iteration 59Q: 3 clusters Score -4935320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4935318.500000 Penalty: 3428.916504
	Iteration 60F: 3 clusters Score -4935318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4935324.000000 Penalty: 3428.916504
	Iteration 61Q: 3 clusters Score -4935324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4935326.000000 Penalty: 3428.916504
	Iteration 62Q: 3 clusters Score -4935326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4935324.000000 Penalty: 3428.916504
	Iteration 63Q: 3 clusters Score -4935324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4935325.500000 Penalty: 3428.916504
	Iteration 64Q: 3 clusters Score -4935326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4935327.000000 Penalty: 3428.916504
	Iteration 65Q: 3 clusters Score -4935327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4935322.500000 Penalty: 3428.916504
	Iteration 66Q: 3 clusters Score -4935322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4935329.000000 Penalty: 3428.916504
	Iteration 67Q: 3 clusters Score -4935329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4935331.000000 Penalty: 3428.916504
	Iteration 68Q: 3 clusters Score -4935331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4935328.500000 Penalty: 3428.916504
	Iteration 69Q: 3 clusters Score -4935328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4935327.000000 Penalty: 3428.916504
	Iteration 70Q: 3 clusters Score -4935327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4935328.000000 Penalty: 3428.916504
	Iteration 71Q: 3 clusters Score -4935328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4935328.000000 Penalty: 3428.916504
	Iteration 72F: 3 clusters Score -4935328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -53124.574219 Penalty: 1015.307007
	Iteration 0F: 2 clusters Score -53124.57 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 252 members 
Entering Unmasked Estep 
Score: -52178.449219 Penalty: 2030.614014
	Iteration 0F: 3 clusters Score -52178.45 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52651.625000 Penalty: 2030.614014
	Iteration 1F: 3 clusters Score -52651.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52878.097656 Penalty: 2030.614014
	Iteration 2F: 3 clusters Score -52878.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53133.390625 Penalty: 2030.614014
	Iteration 3F: 3 clusters Score -53133.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53316.617188 Penalty: 2030.614014
	Iteration 4F: 3 clusters Score -53316.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53507.308594 Penalty: 2030.614014
	Iteration 5Q: 3 clusters Score -53507.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53571.078125 Penalty: 2030.614014
	Iteration 6Q: 3 clusters Score -53571.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53613.214844 Penalty: 2030.614014
	Iteration 7Q: 3 clusters Score -53613.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53625.226562 Penalty: 2030.614014
	Iteration 8Q: 3 clusters Score -53625.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53625.226562 Penalty: 2030.614014
	Iteration 9F: 3 clusters Score -53625.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 21058 members 
Mstep: Class 5 contains 93019 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 99975 members 
Mstep: Class 10 contains 44423 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 14 contains 38197 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 18 contains 11475 members 
Mstep: Class 19 contains 132762 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
Score: -69445960.000000 Penalty: 38670.171875
Splitting cluster 15 changes total score from -69432008.000000 to -69445960.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -24899.843750 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -24899.84 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 252 members 
Entering Unmasked Estep 
Score: -24142.939453 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -24142.94 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24753.675781 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -24753.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24937.105469 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -24937.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25025.525391 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -25025.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25045.480469 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -25045.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25081.605469 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -25081.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25166.412109 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -25166.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25198.347656 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -25198.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25226.160156 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -25226.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25272.378906 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -25272.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25321.511719 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -25321.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25344.562500 Penalty: 1996.162109
	Iteration 11Q: 3 clusters Score -25344.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25358.326172 Penalty: 1996.162109
	Iteration 12Q: 3 clusters Score -25358.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25361.941406 Penalty: 1996.162109
	Iteration 13Q: 3 clusters Score -25361.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25369.515625 Penalty: 1996.162109
	Iteration 14Q: 3 clusters Score -25369.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25378.296875 Penalty: 1996.162109
	Iteration 15Q: 3 clusters Score -25378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25382.041016 Penalty: 1996.162109
	Iteration 16F: 3 clusters Score -25382.04 nChanged 5
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: -25403.992188 Penalty: 1996.162109
	Iteration 17Q: 3 clusters Score -25403.99 nChanged 2
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: -25423.406250 Penalty: 1996.162109
	Iteration 18Q: 3 clusters Score -25423.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25433.408203 Penalty: 1996.162109
	Iteration 19Q: 3 clusters Score -25433.41 nChanged 3
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: -25446.767578 Penalty: 1996.162109
	Iteration 20F: 3 clusters Score -25446.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 21058 members 
Mstep: Class 5 contains 93019 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 99975 members 
Mstep: Class 9 contains 176 members 
Mstep: Class 10 contains 44423 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 14 contains 38197 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 289 members 
Mstep: Class 18 contains 11475 members 
Mstep: Class 19 contains 132762 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
Score: -69445392.000000 Penalty: 40818.515625
Splitting cluster 16 changes total score from -69432008.000000 to -69445392.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 18 (11475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Entering Unmasked Estep 
Score: -1439234.875000 Penalty: 1519.037964
	Iteration 0F: 2 clusters Score -1439235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1431163.625000 Penalty: 3038.075928
	Iteration 0F: 3 clusters Score -1431164 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1434374.000000 Penalty: 3038.075928
	Iteration 1F: 3 clusters Score -1434374 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1435451.875000 Penalty: 3038.075928
	Iteration 2F: 3 clusters Score -1435452 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1436763.875000 Penalty: 3038.075928
	Iteration 3F: 3 clusters Score -1436764 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1437848.875000 Penalty: 3038.075928
	Iteration 4F: 3 clusters Score -1437849 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1438511.875000 Penalty: 3038.075928
	Iteration 5F: 3 clusters Score -1438512 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1438900.625000 Penalty: 3038.075928
	Iteration 6Q: 3 clusters Score -1438901 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1439097.625000 Penalty: 3038.075928
	Iteration 7Q: 3 clusters Score -1439098 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1439192.750000 Penalty: 3038.075928
	Iteration 8Q: 3 clusters Score -1439193 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1439238.500000 Penalty: 3038.075928
	Iteration 9Q: 3 clusters Score -1439238 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1439255.750000 Penalty: 3038.075928
	Iteration 10Q: 3 clusters Score -1439256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1439270.875000 Penalty: 3038.075928
	Iteration 11Q: 3 clusters Score -1439271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1439280.875000 Penalty: 3038.075928
	Iteration 12Q: 3 clusters Score -1439281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1439277.625000 Penalty: 3038.075928
	Iteration 13Q: 3 clusters Score -1439278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1439284.250000 Penalty: 3038.075928
	Iteration 14Q: 3 clusters Score -1439284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1439284.500000 Penalty: 3038.075928
	Iteration 15Q: 3 clusters Score -1439284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1439285.875000 Penalty: 3038.075928
	Iteration 16Q: 3 clusters Score -1439286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1439289.625000 Penalty: 3038.075928
	Iteration 17Q: 3 clusters Score -1439290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1439290.125000 Penalty: 3038.075928
	Iteration 18Q: 3 clusters Score -1439290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1439289.750000 Penalty: 3038.075928
	Iteration 19Q: 3 clusters Score -1439290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1439289.750000 Penalty: 3038.075928
	Iteration 20F: 3 clusters Score -1439290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 21058 members 
Mstep: Class 5 contains 93019 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 99975 members 
Mstep: Class 9 contains 176 members 
Mstep: Class 10 contains 44423 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 14 contains 38197 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 289 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 132762 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
Score: -69444736.000000 Penalty: 42966.859375
Splitting cluster 18 changes total score from -69432008.000000 to -69444736.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 19 (132762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Entering Unmasked Estep 
Score: -17051102.000000 Penalty: 1916.900879
	Iteration 0F: 2 clusters Score -1.70511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -16979806.000000 Penalty: 3833.801758
	Iteration 0F: 3 clusters Score -1.697981e+07 nChanged 63959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -17017274.000000 Penalty: 3833.801758
	Iteration 1F: 3 clusters Score -1.701727e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -17018584.000000 Penalty: 3833.801758
	Iteration 2Q: 3 clusters Score -1.701858e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -17020530.000000 Penalty: 3833.801758
	Iteration 3Q: 3 clusters Score -1.702053e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -17023568.000000 Penalty: 3833.801758
	Iteration 4Q: 3 clusters Score -1.702357e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -17027970.000000 Penalty: 3833.801758
	Iteration 5F: 3 clusters Score -1.702797e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -17034358.000000 Penalty: 3833.801758
	Iteration 6F: 3 clusters Score -1.703436e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -17041874.000000 Penalty: 3833.801758
	Iteration 7F: 3 clusters Score -1.704187e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -17047108.000000 Penalty: 3833.801758
	Iteration 8F: 3 clusters Score -1.704711e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -17049146.000000 Penalty: 3833.801758
	Iteration 9Q: 3 clusters Score -1.704915e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -17049826.000000 Penalty: 3833.801758
	Iteration 10Q: 3 clusters Score -1.704983e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -17050192.000000 Penalty: 3833.801758
	Iteration 11Q: 3 clusters Score -1.705019e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -17050518.000000 Penalty: 3833.801758
	Iteration 12Q: 3 clusters Score -1.705052e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 84661 members 
Entering Unmasked Estep 
Score: -17050720.000000 Penalty: 3833.801758
	Iteration 13Q: 3 clusters Score -1.705072e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -17050912.000000 Penalty: 3833.801758
	Iteration 14Q: 3 clusters Score -1.705091e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -17051242.000000 Penalty: 3833.801758
	Iteration 15Q: 3 clusters Score -1.705124e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -17051462.000000 Penalty: 3833.801758
	Iteration 16Q: 3 clusters Score -1.705146e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -17051776.000000 Penalty: 3833.801758
	Iteration 17Q: 3 clusters Score -1.705178e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -17052030.000000 Penalty: 3833.801758
	Iteration 18Q: 3 clusters Score -1.705203e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -17052246.000000 Penalty: 3833.801758
	Iteration 19Q: 3 clusters Score -1.705225e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -17052390.000000 Penalty: 3833.801758
	Iteration 20F: 3 clusters Score -1.705239e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 97591 members 
Entering Unmasked Estep 
Score: -17052524.000000 Penalty: 3833.801758
	Iteration 21Q: 3 clusters Score -1.705252e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 98867 members 
Entering Unmasked Estep 
Score: -17052596.000000 Penalty: 3833.801758
	Iteration 22Q: 3 clusters Score -1.70526e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 99994 members 
Entering Unmasked Estep 
Score: -17052690.000000 Penalty: 3833.801758
	Iteration 23Q: 3 clusters Score -1.705269e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -17052894.000000 Penalty: 3833.801758
	Iteration 24Q: 3 clusters Score -1.705289e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -17052998.000000 Penalty: 3833.801758
	Iteration 25Q: 3 clusters Score -1.7053e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 102274 members 
Entering Unmasked Estep 
Score: -17053090.000000 Penalty: 3833.801758
	Iteration 26Q: 3 clusters Score -1.705309e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -17053324.000000 Penalty: 3833.801758
	Iteration 27Q: 3 clusters Score -1.705332e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 103337 members 
Entering Unmasked Estep 
Score: -17053382.000000 Penalty: 3833.801758
	Iteration 28Q: 3 clusters Score -1.705338e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -17053460.000000 Penalty: 3833.801758
	Iteration 29Q: 3 clusters Score -1.705346e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -17053490.000000 Penalty: 3833.801758
	Iteration 30Q: 3 clusters Score -1.705349e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 104619 members 
Entering Unmasked Estep 
Score: -17053552.000000 Penalty: 3833.801758
	Iteration 31Q: 3 clusters Score -1.705355e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 104963 members 
Entering Unmasked Estep 
Score: -17053530.000000 Penalty: 3833.801758
	Iteration 32Q: 3 clusters Score -1.705353e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
Score: -17053592.000000 Penalty: 3833.801758
	Iteration 33Q: 3 clusters Score -1.705359e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -17053706.000000 Penalty: 3833.801758
	Iteration 34Q: 3 clusters Score -1.705371e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -17053658.000000 Penalty: 3833.801758
	Iteration 35Q: 3 clusters Score -1.705366e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 106188 members 
Entering Unmasked Estep 
Score: -17053724.000000 Penalty: 3833.801758
	Iteration 36Q: 3 clusters Score -1.705372e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 106409 members 
Entering Unmasked Estep 
Score: -17053706.000000 Penalty: 3833.801758
	Iteration 37Q: 3 clusters Score -1.705371e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 106600 members 
Entering Unmasked Estep 
Score: -17053788.000000 Penalty: 3833.801758
	Iteration 38Q: 3 clusters Score -1.705379e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 106817 members 
Entering Unmasked Estep 
Score: -17053794.000000 Penalty: 3833.801758
	Iteration 39Q: 3 clusters Score -1.705379e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -17053856.000000 Penalty: 3833.801758
	Iteration 40F: 3 clusters Score -1.705386e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -17053872.000000 Penalty: 3833.801758
	Iteration 41Q: 3 clusters Score -1.705387e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 107431 members 
Entering Unmasked Estep 
Score: -17053910.000000 Penalty: 3833.801758
	Iteration 42Q: 3 clusters Score -1.705391e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -17053972.000000 Penalty: 3833.801758
	Iteration 43Q: 3 clusters Score -1.705397e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -17053952.000000 Penalty: 3833.801758
	Iteration 44Q: 3 clusters Score -1.705395e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -17053932.000000 Penalty: 3833.801758
	Iteration 45Q: 3 clusters Score -1.705393e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 107921 members 
Entering Unmasked Estep 
Score: -17053934.000000 Penalty: 3833.801758
	Iteration 46Q: 3 clusters Score -1.705393e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 108009 members 
Entering Unmasked Estep 
Score: -17053902.000000 Penalty: 3833.801758
	Iteration 47Q: 3 clusters Score -1.70539e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 108084 members 
Entering Unmasked Estep 
Score: -17053900.000000 Penalty: 3833.801758
	Iteration 48Q: 3 clusters Score -1.70539e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 108148 members 
Entering Unmasked Estep 
Score: -17053986.000000 Penalty: 3833.801758
	Iteration 49Q: 3 clusters Score -1.705399e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 108233 members 
Entering Unmasked Estep 
Score: -17054054.000000 Penalty: 3833.801758
	Iteration 50Q: 3 clusters Score -1.705405e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 108329 members 
Entering Unmasked Estep 
Score: -17054078.000000 Penalty: 3833.801758
	Iteration 51Q: 3 clusters Score -1.705408e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -17054142.000000 Penalty: 3833.801758
	Iteration 52Q: 3 clusters Score -1.705414e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -17054134.000000 Penalty: 3833.801758
	Iteration 53Q: 3 clusters Score -1.705413e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -17054184.000000 Penalty: 3833.801758
	Iteration 54Q: 3 clusters Score -1.705418e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 108614 members 
Entering Unmasked Estep 
Score: -17054130.000000 Penalty: 3833.801758
	Iteration 55Q: 3 clusters Score -1.705413e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 108663 members 
Entering Unmasked Estep 
Score: -17054156.000000 Penalty: 3833.801758
	Iteration 56Q: 3 clusters Score -1.705416e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 108672 members 
Entering Unmasked Estep 
Score: -17054210.000000 Penalty: 3833.801758
	Iteration 57Q: 3 clusters Score -1.705421e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 108665 members 
Entering Unmasked Estep 
Score: -17054262.000000 Penalty: 3833.801758
	Iteration 58Q: 3 clusters Score -1.705426e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -17054314.000000 Penalty: 3833.801758
	Iteration 59Q: 3 clusters Score -1.705431e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 108616 members 
Entering Unmasked Estep 
Score: -17054400.000000 Penalty: 3833.801758
	Iteration 60F: 3 clusters Score -1.70544e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -17054374.000000 Penalty: 3833.801758
	Iteration 61Q: 3 clusters Score -1.705437e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 108567 members 
Entering Unmasked Estep 
Score: -17054414.000000 Penalty: 3833.801758
	Iteration 62Q: 3 clusters Score -1.705441e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -17054426.000000 Penalty: 3833.801758
	Iteration 63Q: 3 clusters Score -1.705443e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 108586 members 
Entering Unmasked Estep 
Score: -17054422.000000 Penalty: 3833.801758
	Iteration 64Q: 3 clusters Score -1.705442e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 108572 members 
Entering Unmasked Estep 
Score: -17054410.000000 Penalty: 3833.801758
	Iteration 65Q: 3 clusters Score -1.705441e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 108550 members 
Entering Unmasked Estep 
Score: -17054394.000000 Penalty: 3833.801758
	Iteration 66Q: 3 clusters Score -1.705439e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 108524 members 
Entering Unmasked Estep 
Score: -17054368.000000 Penalty: 3833.801758
	Iteration 67Q: 3 clusters Score -1.705437e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -17054380.000000 Penalty: 3833.801758
	Iteration 68Q: 3 clusters Score -1.705438e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 108439 members 
Entering Unmasked Estep 
Score: -17054372.000000 Penalty: 3833.801758
	Iteration 69Q: 3 clusters Score -1.705437e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -17054350.000000 Penalty: 3833.801758
	Iteration 70Q: 3 clusters Score -1.705435e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -17054340.000000 Penalty: 3833.801758
	Iteration 71Q: 3 clusters Score -1.705434e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -17054294.000000 Penalty: 3833.801758
	Iteration 72Q: 3 clusters Score -1.705429e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -17054298.000000 Penalty: 3833.801758
	Iteration 73Q: 3 clusters Score -1.70543e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 108176 members 
Entering Unmasked Estep 
Score: -17054314.000000 Penalty: 3833.801758
	Iteration 74Q: 3 clusters Score -1.705431e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 108070 members 
Entering Unmasked Estep 
Score: -17054382.000000 Penalty: 3833.801758
	Iteration 75Q: 3 clusters Score -1.705438e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -17054342.000000 Penalty: 3833.801758
	Iteration 76Q: 3 clusters Score -1.705434e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -17054378.000000 Penalty: 3833.801758
	Iteration 77Q: 3 clusters Score -1.705438e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 107690 members 
Entering Unmasked Estep 
Score: -17054388.000000 Penalty: 3833.801758
	Iteration 78Q: 3 clusters Score -1.705439e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 107553 members 
Entering Unmasked Estep 
Score: -17054356.000000 Penalty: 3833.801758
	Iteration 79Q: 3 clusters Score -1.705436e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 107424 members 
Entering Unmasked Estep 
Score: -17054312.000000 Penalty: 3833.801758
	Iteration 80F: 3 clusters Score -1.705431e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 107286 members 
Entering Unmasked Estep 
Score: -17054268.000000 Penalty: 3833.801758
	Iteration 81Q: 3 clusters Score -1.705427e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 107136 members 
Entering Unmasked Estep 
Score: -17054222.000000 Penalty: 3833.801758
	Iteration 82Q: 3 clusters Score -1.705422e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 107013 members 
Entering Unmasked Estep 
Score: -17054162.000000 Penalty: 3833.801758
	Iteration 83Q: 3 clusters Score -1.705416e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
Score: -17054198.000000 Penalty: 3833.801758
	Iteration 84Q: 3 clusters Score -1.70542e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -17054194.000000 Penalty: 3833.801758
	Iteration 85Q: 3 clusters Score -1.705419e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -17054214.000000 Penalty: 3833.801758
	Iteration 86Q: 3 clusters Score -1.705421e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -17054212.000000 Penalty: 3833.801758
	Iteration 87Q: 3 clusters Score -1.705421e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -17054208.000000 Penalty: 3833.801758
	Iteration 88Q: 3 clusters Score -1.705421e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -17054200.000000 Penalty: 3833.801758
	Iteration 89Q: 3 clusters Score -1.70542e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -17054250.000000 Penalty: 3833.801758
	Iteration 90Q: 3 clusters Score -1.705425e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -17054254.000000 Penalty: 3833.801758
	Iteration 91Q: 3 clusters Score -1.705425e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -17054240.000000 Penalty: 3833.801758
	Iteration 92Q: 3 clusters Score -1.705424e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 105901 members 
Entering Unmasked Estep 
Score: -17054206.000000 Penalty: 3833.801758
	Iteration 93Q: 3 clusters Score -1.705421e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -17054196.000000 Penalty: 3833.801758
	Iteration 94Q: 3 clusters Score -1.70542e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -17054198.000000 Penalty: 3833.801758
	Iteration 95Q: 3 clusters Score -1.70542e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -17054232.000000 Penalty: 3833.801758
	Iteration 96Q: 3 clusters Score -1.705423e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
Score: -17054240.000000 Penalty: 3833.801758
	Iteration 97Q: 3 clusters Score -1.705424e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -17054244.000000 Penalty: 3833.801758
	Iteration 98Q: 3 clusters Score -1.705424e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 105255 members 
Entering Unmasked Estep 
Score: -17054254.000000 Penalty: 3833.801758
	Iteration 99Q: 3 clusters Score -1.705425e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 105105 members 
Entering Unmasked Estep 
Score: -17054266.000000 Penalty: 3833.801758
	Iteration 100F: 3 clusters Score -1.705427e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -17054296.000000 Penalty: 3833.801758
	Iteration 101Q: 3 clusters Score -1.70543e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -17054314.000000 Penalty: 3833.801758
	Iteration 102Q: 3 clusters Score -1.705431e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 104717 members 
Entering Unmasked Estep 
Score: -17054344.000000 Penalty: 3833.801758
	Iteration 103Q: 3 clusters Score -1.705434e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -17054332.000000 Penalty: 3833.801758
	Iteration 104Q: 3 clusters Score -1.705433e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -17054338.000000 Penalty: 3833.801758
	Iteration 105Q: 3 clusters Score -1.705434e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -17054340.000000 Penalty: 3833.801758
	Iteration 106Q: 3 clusters Score -1.705434e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 104193 members 
Entering Unmasked Estep 
Score: -17054336.000000 Penalty: 3833.801758
	Iteration 107Q: 3 clusters Score -1.705434e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 104125 members 
Entering Unmasked Estep 
Score: -17054342.000000 Penalty: 3833.801758
	Iteration 108Q: 3 clusters Score -1.705434e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 104051 members 
Entering Unmasked Estep 
Score: -17054328.000000 Penalty: 3833.801758
	Iteration 109Q: 3 clusters Score -1.705433e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -17054332.000000 Penalty: 3833.801758
	Iteration 110Q: 3 clusters Score -1.705433e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 103942 members 
Entering Unmasked Estep 
Score: -17054288.000000 Penalty: 3833.801758
	Iteration 111Q: 3 clusters Score -1.705429e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -17054290.000000 Penalty: 3833.801758
	Iteration 112Q: 3 clusters Score -1.705429e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 103838 members 
Entering Unmasked Estep 
Score: -17054332.000000 Penalty: 3833.801758
	Iteration 113Q: 3 clusters Score -1.705433e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -17054376.000000 Penalty: 3833.801758
	Iteration 114Q: 3 clusters Score -1.705438e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 103731 members 
Entering Unmasked Estep 
Score: -17054364.000000 Penalty: 3833.801758
	Iteration 115Q: 3 clusters Score -1.705436e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 103680 members 
Entering Unmasked Estep 
Score: -17054392.000000 Penalty: 3833.801758
	Iteration 116Q: 3 clusters Score -1.705439e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 103645 members 
Entering Unmasked Estep 
Score: -17054390.000000 Penalty: 3833.801758
	Iteration 117Q: 3 clusters Score -1.705439e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 103592 members 
Entering Unmasked Estep 
Score: -17054360.000000 Penalty: 3833.801758
	Iteration 118Q: 3 clusters Score -1.705436e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 103538 members 
Entering Unmasked Estep 
Score: -17054372.000000 Penalty: 3833.801758
	Iteration 119Q: 3 clusters Score -1.705437e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 103488 members 
Entering Unmasked Estep 
Score: -17054362.000000 Penalty: 3833.801758
	Iteration 120F: 3 clusters Score -1.705436e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -17054354.000000 Penalty: 3833.801758
	Iteration 121Q: 3 clusters Score -1.705435e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -17054360.000000 Penalty: 3833.801758
	Iteration 122Q: 3 clusters Score -1.705436e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 103362 members 
Entering Unmasked Estep 
Score: -17054370.000000 Penalty: 3833.801758
	Iteration 123Q: 3 clusters Score -1.705437e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -17054364.000000 Penalty: 3833.801758
	Iteration 124Q: 3 clusters Score -1.705436e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 103289 members 
Entering Unmasked Estep 
Score: -17054326.000000 Penalty: 3833.801758
	Iteration 125Q: 3 clusters Score -1.705433e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -17054324.000000 Penalty: 3833.801758
	Iteration 126Q: 3 clusters Score -1.705432e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -17054318.000000 Penalty: 3833.801758
	Iteration 127Q: 3 clusters Score -1.705432e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -17054320.000000 Penalty: 3833.801758
	Iteration 128Q: 3 clusters Score -1.705432e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 103198 members 
Entering Unmasked Estep 
Score: -17054314.000000 Penalty: 3833.801758
	Iteration 129Q: 3 clusters Score -1.705431e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -17054280.000000 Penalty: 3833.801758
	Iteration 130Q: 3 clusters Score -1.705428e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -17054290.000000 Penalty: 3833.801758
	Iteration 131Q: 3 clusters Score -1.705429e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -17054308.000000 Penalty: 3833.801758
	Iteration 132Q: 3 clusters Score -1.705431e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 103176 members 
Entering Unmasked Estep 
Score: -17054304.000000 Penalty: 3833.801758
	Iteration 133Q: 3 clusters Score -1.70543e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
Score: -17054326.000000 Penalty: 3833.801758
	Iteration 134Q: 3 clusters Score -1.705433e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -17054342.000000 Penalty: 3833.801758
	Iteration 135Q: 3 clusters Score -1.705434e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 103141 members 
Entering Unmasked Estep 
Score: -17054340.000000 Penalty: 3833.801758
	Iteration 136Q: 3 clusters Score -1.705434e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 103134 members 
Entering Unmasked Estep 
Score: -17054328.000000 Penalty: 3833.801758
	Iteration 137Q: 3 clusters Score -1.705433e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -17054312.000000 Penalty: 3833.801758
	Iteration 138Q: 3 clusters Score -1.705431e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -17054316.000000 Penalty: 3833.801758
	Iteration 139Q: 3 clusters Score -1.705432e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 103099 members 
Entering Unmasked Estep 
Score: -17054304.000000 Penalty: 3833.801758
	Iteration 140F: 3 clusters Score -1.70543e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 103094 members 
Entering Unmasked Estep 
Score: -17054286.000000 Penalty: 3833.801758
	Iteration 141Q: 3 clusters Score -1.705429e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 103083 members 
Entering Unmasked Estep 
Score: -17054282.000000 Penalty: 3833.801758
	Iteration 142Q: 3 clusters Score -1.705428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -17054268.000000 Penalty: 3833.801758
	Iteration 143Q: 3 clusters Score -1.705427e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 103039 members 
Entering Unmasked Estep 
Score: -17054280.000000 Penalty: 3833.801758
	Iteration 144Q: 3 clusters Score -1.705428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 103020 members 
Entering Unmasked Estep 
Score: -17054284.000000 Penalty: 3833.801758
	Iteration 145Q: 3 clusters Score -1.705428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 103010 members 
Entering Unmasked Estep 
Score: -17054268.000000 Penalty: 3833.801758
	Iteration 146Q: 3 clusters Score -1.705427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 103003 members 
Entering Unmasked Estep 
Score: -17054266.000000 Penalty: 3833.801758
	Iteration 147Q: 3 clusters Score -1.705427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -17054268.000000 Penalty: 3833.801758
	Iteration 148Q: 3 clusters Score -1.705427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 102991 members 
Entering Unmasked Estep 
Score: -17054262.000000 Penalty: 3833.801758
	Iteration 149Q: 3 clusters Score -1.705426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 102983 members 
Entering Unmasked Estep 
Score: -17054268.000000 Penalty: 3833.801758
	Iteration 150Q: 3 clusters Score -1.705427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 102985 members 
Entering Unmasked Estep 
Score: -17054282.000000 Penalty: 3833.801758
	Iteration 151Q: 3 clusters Score -1.705428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 102977 members 
Entering Unmasked Estep 
Score: -17054276.000000 Penalty: 3833.801758
	Iteration 152Q: 3 clusters Score -1.705428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -17054290.000000 Penalty: 3833.801758
	Iteration 153Q: 3 clusters Score -1.705429e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 102956 members 
Entering Unmasked Estep 
Score: -17054292.000000 Penalty: 3833.801758
	Iteration 154Q: 3 clusters Score -1.705429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 102949 members 
Entering Unmasked Estep 
Score: -17054296.000000 Penalty: 3833.801758
	Iteration 155Q: 3 clusters Score -1.70543e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -17054298.000000 Penalty: 3833.801758
	Iteration 156Q: 3 clusters Score -1.70543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -17054276.000000 Penalty: 3833.801758
	Iteration 157Q: 3 clusters Score -1.705428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -17054302.000000 Penalty: 3833.801758
	Iteration 158Q: 3 clusters Score -1.70543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -17054312.000000 Penalty: 3833.801758
	Iteration 159Q: 3 clusters Score -1.705431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -17054318.000000 Penalty: 3833.801758
	Iteration 160F: 3 clusters Score -1.705432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -17054316.000000 Penalty: 3833.801758
	Iteration 161Q: 3 clusters Score -1.705432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -17054300.000000 Penalty: 3833.801758
	Iteration 162Q: 3 clusters Score -1.70543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 102943 members 
Entering Unmasked Estep 
Score: -17054304.000000 Penalty: 3833.801758
	Iteration 163Q: 3 clusters Score -1.70543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -17054292.000000 Penalty: 3833.801758
	Iteration 164Q: 3 clusters Score -1.705429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -17054296.000000 Penalty: 3833.801758
	Iteration 165Q: 3 clusters Score -1.70543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -17054296.000000 Penalty: 3833.801758
	Iteration 166Q: 3 clusters Score -1.70543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -17054294.000000 Penalty: 3833.801758
	Iteration 167Q: 3 clusters Score -1.705429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -17054292.000000 Penalty: 3833.801758
	Iteration 168Q: 3 clusters Score -1.705429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -17054294.000000 Penalty: 3833.801758
	Iteration 169Q: 3 clusters Score -1.705429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -17054290.000000 Penalty: 3833.801758
	Iteration 170Q: 3 clusters Score -1.705429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -17054288.000000 Penalty: 3833.801758
	Iteration 171Q: 3 clusters Score -1.705429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -17054288.000000 Penalty: 3833.801758
	Iteration 172Q: 3 clusters Score -1.705429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -17054308.000000 Penalty: 3833.801758
	Iteration 173Q: 3 clusters Score -1.705431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -17054304.000000 Penalty: 3833.801758
	Iteration 174Q: 3 clusters Score -1.70543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -17054304.000000 Penalty: 3833.801758
	Iteration 175Q: 3 clusters Score -1.70543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -17054292.000000 Penalty: 3833.801758
	Iteration 176Q: 3 clusters Score -1.705429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -17054306.000000 Penalty: 3833.801758
	Iteration 177Q: 3 clusters Score -1.705431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -17054302.000000 Penalty: 3833.801758
	Iteration 178Q: 3 clusters Score -1.70543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -17054286.000000 Penalty: 3833.801758
	Iteration 179Q: 3 clusters Score -1.705429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -17054292.000000 Penalty: 3833.801758
	Iteration 180F: 3 clusters Score -1.705429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -17054286.000000 Penalty: 3833.801758
	Iteration 181Q: 3 clusters Score -1.705429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -17054278.000000 Penalty: 3833.801758
	Iteration 182Q: 3 clusters Score -1.705428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -17054288.000000 Penalty: 3833.801758
	Iteration 183Q: 3 clusters Score -1.705429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -17054270.000000 Penalty: 3833.801758
	Iteration 184Q: 3 clusters Score -1.705427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 102937 members 
Entering Unmasked Estep 
Score: -17054280.000000 Penalty: 3833.801758
	Iteration 185Q: 3 clusters Score -1.705428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -17054276.000000 Penalty: 3833.801758
	Iteration 186Q: 3 clusters Score -1.705428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 102937 members 
Entering Unmasked Estep 
Score: -17054284.000000 Penalty: 3833.801758
	Iteration 187Q: 3 clusters Score -1.705428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -17054288.000000 Penalty: 3833.801758
	Iteration 188Q: 3 clusters Score -1.705429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 102932 members 
Entering Unmasked Estep 
Score: -17054278.000000 Penalty: 3833.801758
	Iteration 189Q: 3 clusters Score -1.705428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -17054268.000000 Penalty: 3833.801758
	Iteration 190Q: 3 clusters Score -1.705427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -17054268.000000 Penalty: 3833.801758
	Iteration 191Q: 3 clusters Score -1.705427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -17054254.000000 Penalty: 3833.801758
	Iteration 192Q: 3 clusters Score -1.705425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -17054264.000000 Penalty: 3833.801758
	Iteration 193Q: 3 clusters Score -1.705426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 102920 members 
Entering Unmasked Estep 
Score: -17054258.000000 Penalty: 3833.801758
	Iteration 194Q: 3 clusters Score -1.705426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -17054262.000000 Penalty: 3833.801758
	Iteration 195Q: 3 clusters Score -1.705426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -17054272.000000 Penalty: 3833.801758
	Iteration 196Q: 3 clusters Score -1.705427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 102913 members 
Entering Unmasked Estep 
Score: -17054276.000000 Penalty: 3833.801758
	Iteration 197Q: 3 clusters Score -1.705428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -17054272.000000 Penalty: 3833.801758
	Iteration 198Q: 3 clusters Score -1.705427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -17054272.000000 Penalty: 3833.801758
	Iteration 199F: 3 clusters Score -1.705427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 21058 members 
Mstep: Class 5 contains 93019 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 99975 members 
Mstep: Class 9 contains 176 members 
Mstep: Class 10 contains 44423 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 13 contains 102914 members 
Mstep: Class 14 contains 38197 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 289 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 29848 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
Score: -69447328.000000 Penalty: 45115.199219
Splitting cluster 19 changes total score from -69432008.000000 to -69447328.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 20 (17586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Entering Unmasked Estep 
Score: -2239081.750000 Penalty: 1588.414551
	Iteration 0F: 2 clusters Score -2239082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2226874.250000 Penalty: 3176.829102
	Iteration 0F: 3 clusters Score -2226874 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2231176.250000 Penalty: 3176.829102
	Iteration 1F: 3 clusters Score -2231176 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2231450.750000 Penalty: 3176.829102
	Iteration 2Q: 3 clusters Score -2231451 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2231750.750000 Penalty: 3176.829102
	Iteration 3Q: 3 clusters Score -2231751 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2232090.250000 Penalty: 3176.829102
	Iteration 4Q: 3 clusters Score -2232090 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2232505.500000 Penalty: 3176.829102
	Iteration 5Q: 3 clusters Score -2232506 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2233043.750000 Penalty: 3176.829102
	Iteration 6F: 3 clusters Score -2233044 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2233602.500000 Penalty: 3176.829102
	Iteration 7F: 3 clusters Score -2233602 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2234266.500000 Penalty: 3176.829102
	Iteration 8F: 3 clusters Score -2234266 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2234957.250000 Penalty: 3176.829102
	Iteration 9F: 3 clusters Score -2234957 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2235594.000000 Penalty: 3176.829102
	Iteration 10Q: 3 clusters Score -2235594 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2236174.500000 Penalty: 3176.829102
	Iteration 11Q: 3 clusters Score -2236174 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2236564.250000 Penalty: 3176.829102
	Iteration 12Q: 3 clusters Score -2236564 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2236837.750000 Penalty: 3176.829102
	Iteration 13Q: 3 clusters Score -2236838 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2237038.500000 Penalty: 3176.829102
	Iteration 14Q: 3 clusters Score -2237038 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2237184.000000 Penalty: 3176.829102
	Iteration 15Q: 3 clusters Score -2237184 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2237319.000000 Penalty: 3176.829102
	Iteration 16Q: 3 clusters Score -2237319 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2237412.250000 Penalty: 3176.829102
	Iteration 17Q: 3 clusters Score -2237412 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2237471.250000 Penalty: 3176.829102
	Iteration 18Q: 3 clusters Score -2237471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2237533.500000 Penalty: 3176.829102
	Iteration 19Q: 3 clusters Score -2237534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2237586.750000 Penalty: 3176.829102
	Iteration 20F: 3 clusters Score -2237587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2237616.000000 Penalty: 3176.829102
	Iteration 21Q: 3 clusters Score -2237616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2237631.500000 Penalty: 3176.829102
	Iteration 22Q: 3 clusters Score -2237632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2237654.250000 Penalty: 3176.829102
	Iteration 23Q: 3 clusters Score -2237654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2237664.750000 Penalty: 3176.829102
	Iteration 24Q: 3 clusters Score -2237665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2237676.000000 Penalty: 3176.829102
	Iteration 25Q: 3 clusters Score -2237676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2237679.250000 Penalty: 3176.829102
	Iteration 26Q: 3 clusters Score -2237679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2237686.750000 Penalty: 3176.829102
	Iteration 27Q: 3 clusters Score -2237687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2237692.250000 Penalty: 3176.829102
	Iteration 28Q: 3 clusters Score -2237692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2237700.750000 Penalty: 3176.829102
	Iteration 29Q: 3 clusters Score -2237701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2237706.250000 Penalty: 3176.829102
	Iteration 30Q: 3 clusters Score -2237706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2237711.000000 Penalty: 3176.829102
	Iteration 31Q: 3 clusters Score -2237711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2237711.750000 Penalty: 3176.829102
	Iteration 32Q: 3 clusters Score -2237712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2237711.750000 Penalty: 3176.829102
	Iteration 33Q: 3 clusters Score -2237712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2237714.750000 Penalty: 3176.829102
	Iteration 34Q: 3 clusters Score -2237715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2237717.250000 Penalty: 3176.829102
	Iteration 35Q: 3 clusters Score -2237717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2237717.250000 Penalty: 3176.829102
	Iteration 36F: 3 clusters Score -2237717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -121216.640625 Penalty: 1125.887451
	Iteration 0F: 2 clusters Score -121216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119773.218750 Penalty: 2251.774902
	Iteration 0F: 3 clusters Score -119773.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -120038.460938 Penalty: 2251.774902
	Iteration 1F: 3 clusters Score -120038.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120136.570312 Penalty: 2251.774902
	Iteration 2F: 3 clusters Score -120136.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -120194.500000 Penalty: 2251.774902
	Iteration 3F: 3 clusters Score -120194.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -120232.804688 Penalty: 2251.774902
	Iteration 4Q: 3 clusters Score -120232.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -120262.054688 Penalty: 2251.774902
	Iteration 5Q: 3 clusters Score -120262.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -120297.796875 Penalty: 2251.774902
	Iteration 6Q: 3 clusters Score -120297.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -120317.320312 Penalty: 2251.774902
	Iteration 7Q: 3 clusters Score -120317.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -120325.898438 Penalty: 2251.774902
	Iteration 8Q: 3 clusters Score -120325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -120342.960938 Penalty: 2251.774902
	Iteration 9Q: 3 clusters Score -120343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -120355.531250 Penalty: 2251.774902
	Iteration 10Q: 3 clusters Score -120355.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -120375.781250 Penalty: 2251.774902
	Iteration 11Q: 3 clusters Score -120375.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -120393.945312 Penalty: 2251.774902
	Iteration 12Q: 3 clusters Score -120393.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -120409.695312 Penalty: 2251.774902
	Iteration 13Q: 3 clusters Score -120409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -120418.765625 Penalty: 2251.774902
	Iteration 14Q: 3 clusters Score -120418.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -120428.343750 Penalty: 2251.774902
	Iteration 15Q: 3 clusters Score -120428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -120431.187500 Penalty: 2251.774902
	Iteration 16Q: 3 clusters Score -120431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120433.203125 Penalty: 2251.774902
	Iteration 17Q: 3 clusters Score -120433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -120435.312500 Penalty: 2251.774902
	Iteration 18Q: 3 clusters Score -120435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -120436.015625 Penalty: 2251.774902
	Iteration 19Q: 3 clusters Score -120436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -120436.015625 Penalty: 2251.774902
	Iteration 20F: 3 clusters Score -120436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -45428.679688 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -45428.68 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 242 members 
Entering Unmasked Estep 
Score: -44503.257812 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -44503.26 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44933.953125 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -44933.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45105.433594 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -45105.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45213.550781 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -45213.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45263.769531 Penalty: 2017.791748
	Iteration 4Q: 3 clusters Score -45263.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45352.679688 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -45352.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45402.632812 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -45402.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45419.433594 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -45419.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45439.058594 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -45439.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45446.519531 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -45446.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45470.695312 Penalty: 2017.791748
	Iteration 10Q: 3 clusters Score -45470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45504.828125 Penalty: 2017.791748
	Iteration 11Q: 3 clusters Score -45504.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45524.199219 Penalty: 2017.791748
	Iteration 12Q: 3 clusters Score -45524.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45532.714844 Penalty: 2017.791748
	Iteration 13Q: 3 clusters Score -45532.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45539.890625 Penalty: 2017.791748
	Iteration 14Q: 3 clusters Score -45539.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45540.675781 Penalty: 2017.791748
	Iteration 15Q: 3 clusters Score -45540.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45546.644531 Penalty: 2017.791748
	Iteration 16F: 3 clusters Score -45546.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45562.296875 Penalty: 2017.791748
	Iteration 17Q: 3 clusters Score -45562.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45563.945312 Penalty: 2017.791748
	Iteration 18Q: 3 clusters Score -45563.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45565.250000 Penalty: 2017.791748
	Iteration 19Q: 3 clusters Score -45565.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45565.250000 Penalty: 2017.791748
	Iteration 20F: 3 clusters Score -45565.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 21058 members 
Mstep: Class 5 contains 93019 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 99975 members 
Mstep: Class 9 contains 176 members 
Mstep: Class 10 contains 44423 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 13 contains 102914 members 
Mstep: Class 14 contains 38197 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 289 members 
Mstep: Class 17 contains 259 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 29848 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 238 members 
Entering Unmasked Estep 
Score: -69446296.000000 Penalty: 47263.542969
Splitting cluster 23 changes total score from -69432008.000000 to -69446296.000000
So it's getting split into cluster 17.
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 21058 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 8 contains 99975 members 
Mstep: Class 10 contains 44423 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 14 contains 38197 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 289 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 29848 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69459520.000000 Penalty: 47263.542969
Iteration 39Q: 23 clusters Score -6.945952e+07 nChanged 25758
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 22396 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 20802 members 
Mstep: Class 5 contains 88402 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 223 members 
Mstep: Class 8 contains 100688 members 
Mstep: Class 9 contains 175 members 
Mstep: Class 10 contains 47016 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 4497 members 
Mstep: Class 13 contains 100595 members 
Mstep: Class 14 contains 40236 members 
Mstep: Class 15 contains 293 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 31134 members 
Mstep: Class 20 contains 17631 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69468800.000000 Penalty: 47263.542969
Iteration 40F: 23 clusters Score -6.94688e+07 nChanged 18680
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 22306 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 19275 members 
Mstep: Class 5 contains 86093 members 
Mstep: Class 6 contains 8073 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 8 contains 100175 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 47806 members 
Mstep: Class 11 contains 8227 members 
Mstep: Class 12 contains 4566 members 
Mstep: Class 13 contains 101493 members 
Mstep: Class 14 contains 42113 members 
Mstep: Class 15 contains 295 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 272 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 31864 members 
Mstep: Class 20 contains 17572 members 
Mstep: Class 22 contains 1054 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69472904.000000 Penalty: 47263.542969
Iteration 41Q: 23 clusters Score -6.94729e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 22223 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 17841 members 
Mstep: Class 5 contains 84216 members 
Mstep: Class 6 contains 8021 members 
Mstep: Class 7 contains 244 members 
Mstep: Class 8 contains 99665 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 48482 members 
Mstep: Class 11 contains 8581 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 13 contains 101915 members 
Mstep: Class 14 contains 43959 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 32647 members 
Mstep: Class 20 contains 17527 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69475688.000000 Penalty: 47263.542969
Iteration 42Q: 23 clusters Score -6.947569e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 22165 members 
Mstep: Class 3 contains 3973 members 
Mstep: Class 4 contains 16481 members 
Mstep: Class 5 contains 82608 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 99136 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 48987 members 
Mstep: Class 11 contains 8817 members 
Mstep: Class 12 contains 4750 members 
Mstep: Class 13 contains 102253 members 
Mstep: Class 14 contains 45832 members 
Mstep: Class 15 contains 288 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 291 members 
Mstep: Class 18 contains 3715 members 
Mstep: Class 19 contains 33383 members 
Mstep: Class 20 contains 17482 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69478136.000000 Penalty: 47263.542969
Iteration 43Q: 23 clusters Score -6.947814e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 22078 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 15161 members 
Mstep: Class 5 contains 81263 members 
Mstep: Class 6 contains 7938 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 98569 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 49374 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 102434 members 
Mstep: Class 14 contains 47833 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 34054 members 
Mstep: Class 20 contains 17424 members 
Mstep: Class 22 contains 1054 members 
Mstep: Class 23 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69480360.000000 Penalty: 47263.542969
Iteration 44Q: 23 clusters Score -6.948036e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 22005 members 
Mstep: Class 3 contains 3991 members 
Mstep: Class 4 contains 13993 members 
Mstep: Class 5 contains 80132 members 
Mstep: Class 6 contains 7910 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 97897 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 49693 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 4880 members 
Mstep: Class 13 contains 102377 members 
Mstep: Class 14 contains 49965 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 34614 members 
Mstep: Class 20 contains 17408 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69482784.000000 Penalty: 47263.542969
Iteration 45Q: 23 clusters Score -6.948278e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 21943 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 12963 members 
Mstep: Class 5 contains 79199 members 
Mstep: Class 6 contains 7893 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 97145 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 49869 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 13 contains 102111 members 
Mstep: Class 14 contains 52324 members 
Mstep: Class 15 contains 290 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 19 contains 35062 members 
Mstep: Class 20 contains 17398 members 
Mstep: Class 22 contains 1050 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69484096.000000 Penalty: 47263.542969
Iteration 46Q: 23 clusters Score -6.94841e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 21900 members 
Mstep: Class 3 contains 3937 members 
Mstep: Class 4 contains 12059 members 
Mstep: Class 5 contains 78379 members 
Mstep: Class 6 contains 7870 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 96251 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 49940 members 
Mstep: Class 11 contains 9206 members 
Mstep: Class 12 contains 4978 members 
Mstep: Class 13 contains 101667 members 
Mstep: Class 14 contains 54949 members 
Mstep: Class 15 contains 288 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 35421 members 
Mstep: Class 20 contains 17392 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69485752.000000 Penalty: 47263.542969
Iteration 47Q: 23 clusters Score -6.948575e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 21836 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 11261 members 
Mstep: Class 5 contains 77626 members 
Mstep: Class 6 contains 7871 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 95234 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 50047 members 
Mstep: Class 11 contains 9225 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 101175 members 
Mstep: Class 14 contains 57688 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 35632 members 
Mstep: Class 20 contains 17399 members 
Mstep: Class 22 contains 1052 members 
Mstep: Class 23 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69487240.000000 Penalty: 47263.542969
Iteration 48Q: 23 clusters Score -6.948724e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 21781 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 5 contains 76987 members 
Mstep: Class 6 contains 7876 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 94195 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 50014 members 
Mstep: Class 11 contains 9232 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 13 contains 100708 members 
Mstep: Class 14 contains 60503 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 3665 members 
Mstep: Class 19 contains 35702 members 
Mstep: Class 20 contains 17366 members 
Mstep: Class 22 contains 1053 members 
Mstep: Class 23 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69488576.000000 Penalty: 47263.542969
Iteration 49Q: 23 clusters Score -6.948858e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 5 contains 76402 members 
Mstep: Class 6 contains 7876 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 93194 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 49919 members 
Mstep: Class 11 contains 9219 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 100172 members 
Mstep: Class 14 contains 63393 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 3669 members 
Mstep: Class 19 contains 35660 members 
Mstep: Class 20 contains 17364 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69489624.000000 Penalty: 47263.542969
Iteration 50Q: 23 clusters Score -6.948962e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 21627 members 
Mstep: Class 3 contains 3819 members 
Mstep: Class 4 contains 9524 members 
Mstep: Class 5 contains 75871 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 92184 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 49856 members 
Mstep: Class 11 contains 9211 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 99393 members 
Mstep: Class 14 contains 66357 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 3677 members 
Mstep: Class 19 contains 35579 members 
Mstep: Class 20 contains 17331 members 
Mstep: Class 22 contains 1045 members 
Mstep: Class 23 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69491184.000000 Penalty: 47263.542969
Iteration 51Q: 23 clusters Score -6.949118e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 21569 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 9133 members 
Mstep: Class 5 contains 75348 members 
Mstep: Class 6 contains 7922 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 91207 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 49861 members 
Mstep: Class 11 contains 9176 members 
Mstep: Class 12 contains 5266 members 
Mstep: Class 13 contains 98412 members 
Mstep: Class 14 contains 69521 members 
Mstep: Class 15 contains 288 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 35280 members 
Mstep: Class 20 contains 17290 members 
Mstep: Class 22 contains 1040 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69492448.000000 Penalty: 47263.542969
Iteration 52Q: 23 clusters Score -6.949245e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 21478 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 8770 members 
Mstep: Class 5 contains 74802 members 
Mstep: Class 6 contains 7970 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 90394 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 49907 members 
Mstep: Class 11 contains 9166 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 97351 members 
Mstep: Class 14 contains 72692 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 19 contains 34855 members 
Mstep: Class 20 contains 17219 members 
Mstep: Class 22 contains 1037 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69494376.000000 Penalty: 47263.542969
Iteration 53Q: 23 clusters Score -6.949438e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 21369 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 74316 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 89716 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 49936 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 96277 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 3707 members 
Mstep: Class 19 contains 34323 members 
Mstep: Class 20 contains 17151 members 
Mstep: Class 22 contains 1032 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69496008.000000 Penalty: 47263.542969
Iteration 54Q: 23 clusters Score -6.949601e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 21253 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 8091 members 
Mstep: Class 5 contains 73815 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 89091 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 50007 members 
Mstep: Class 11 contains 9128 members 
Mstep: Class 12 contains 5461 members 
Mstep: Class 13 contains 95225 members 
Mstep: Class 14 contains 78870 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 3738 members 
Mstep: Class 19 contains 33701 members 
Mstep: Class 20 contains 17047 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69497504.000000 Penalty: 47263.542969
Iteration 55Q: 23 clusters Score -6.94975e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 21165 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 73322 members 
Mstep: Class 6 contains 8206 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 88611 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 50165 members 
Mstep: Class 11 contains 9100 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 94245 members 
Mstep: Class 14 contains 81677 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 3766 members 
Mstep: Class 19 contains 33026 members 
Mstep: Class 20 contains 16961 members 
Mstep: Class 22 contains 1036 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69498680.000000 Penalty: 47263.542969
Iteration 56Q: 23 clusters Score -6.949868e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 21063 members 
Mstep: Class 3 contains 3712 members 
Mstep: Class 4 contains 7564 members 
Mstep: Class 5 contains 72963 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 88114 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 50326 members 
Mstep: Class 11 contains 9058 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 93398 members 
Mstep: Class 14 contains 84224 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 3800 members 
Mstep: Class 19 contains 32328 members 
Mstep: Class 20 contains 16910 members 
Mstep: Class 22 contains 1033 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69499872.000000 Penalty: 47263.542969
Iteration 57Q: 23 clusters Score -6.949987e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 20940 members 
Mstep: Class 3 contains 3677 members 
Mstep: Class 4 contains 7313 members 
Mstep: Class 5 contains 72629 members 
Mstep: Class 6 contains 8418 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 87672 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 50494 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 5650 members 
Mstep: Class 13 contains 92702 members 
Mstep: Class 14 contains 86510 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 3831 members 
Mstep: Class 19 contains 31676 members 
Mstep: Class 20 contains 16873 members 
Mstep: Class 22 contains 1027 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69500472.000000 Penalty: 47263.542969
Iteration 58Q: 23 clusters Score -6.950047e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 20869 members 
Mstep: Class 3 contains 3624 members 
Mstep: Class 4 contains 7086 members 
Mstep: Class 5 contains 72327 members 
Mstep: Class 6 contains 8532 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 87254 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 50672 members 
Mstep: Class 11 contains 8999 members 
Mstep: Class 12 contains 5719 members 
Mstep: Class 13 contains 92077 members 
Mstep: Class 14 contains 88574 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 31062 members 
Mstep: Class 20 contains 16793 members 
Mstep: Class 22 contains 1027 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69501504.000000 Penalty: 47263.542969
Iteration 59Q: 23 clusters Score -6.95015e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 20797 members 
Mstep: Class 3 contains 3596 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 72101 members 
Mstep: Class 6 contains 8654 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 86909 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 50886 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 5784 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 90428 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 30406 members 
Mstep: Class 20 contains 16737 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69503304.000000 Penalty: 47263.542969
Iteration 60F: 23 clusters Score -6.95033e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 20737 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 6628 members 
Mstep: Class 5 contains 71921 members 
Mstep: Class 6 contains 8747 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 86174 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 51189 members 
Mstep: Class 11 contains 8932 members 
Mstep: Class 12 contains 5849 members 
Mstep: Class 13 contains 91026 members 
Mstep: Class 14 contains 92529 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 3933 members 
Mstep: Class 19 contains 29707 members 
Mstep: Class 20 contains 16698 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69504136.000000 Penalty: 47263.542969
Iteration 61Q: 23 clusters Score -6.950414e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 20683 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 6405 members 
Mstep: Class 5 contains 71755 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 85476 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 51495 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 5911 members 
Mstep: Class 13 contains 90523 members 
Mstep: Class 14 contains 94419 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 310 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 3983 members 
Mstep: Class 19 contains 29077 members 
Mstep: Class 20 contains 16706 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 23 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69505568.000000 Penalty: 47263.542969
Iteration 62Q: 23 clusters Score -6.950557e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 20639 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 6182 members 
Mstep: Class 5 contains 71600 members 
Mstep: Class 6 contains 8968 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 84849 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 51816 members 
Mstep: Class 11 contains 8894 members 
Mstep: Class 12 contains 5998 members 
Mstep: Class 13 contains 90121 members 
Mstep: Class 14 contains 96064 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 311 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 4030 members 
Mstep: Class 19 contains 28426 members 
Mstep: Class 20 contains 16736 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506792.000000 Penalty: 47263.542969
Iteration 63Q: 23 clusters Score -6.950679e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 20586 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 5966 members 
Mstep: Class 5 contains 71364 members 
Mstep: Class 6 contains 9084 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 84346 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 52235 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 6055 members 
Mstep: Class 13 contains 89631 members 
Mstep: Class 14 contains 97586 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 308 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 4062 members 
Mstep: Class 19 contains 27803 members 
Mstep: Class 20 contains 16814 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69507624.000000 Penalty: 47263.542969
Iteration 64Q: 23 clusters Score -6.950762e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 20529 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5760 members 
Mstep: Class 5 contains 71069 members 
Mstep: Class 6 contains 9144 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 83897 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 52735 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 6123 members 
Mstep: Class 13 contains 89155 members 
Mstep: Class 14 contains 99033 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 308 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 27164 members 
Mstep: Class 20 contains 16912 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69508656.000000 Penalty: 47263.542969
Iteration 65Q: 23 clusters Score -6.950866e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 20448 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 5506 members 
Mstep: Class 5 contains 70693 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 83471 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 53368 members 
Mstep: Class 11 contains 8885 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 88779 members 
Mstep: Class 14 contains 100379 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 26505 members 
Mstep: Class 20 contains 17019 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69509200.000000 Penalty: 47263.542969
Iteration 66Q: 23 clusters Score -6.95092e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 20381 members 
Mstep: Class 3 contains 3358 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 70323 members 
Mstep: Class 6 contains 9259 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 83151 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 54065 members 
Mstep: Class 11 contains 8883 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 88533 members 
Mstep: Class 14 contains 101431 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 25818 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69510200.000000 Penalty: 47263.542969
Iteration 67Q: 23 clusters Score -6.95102e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 20325 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 5 contains 69983 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 83002 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 88412 members 
Mstep: Class 14 contains 102067 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 25098 members 
Mstep: Class 20 contains 17310 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69510936.000000 Penalty: 47263.542969
Iteration 68Q: 23 clusters Score -6.951094e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 20273 members 
Mstep: Class 3 contains 3286 members 
Mstep: Class 4 contains 4754 members 
Mstep: Class 5 contains 69622 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 82965 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 55613 members 
Mstep: Class 11 contains 8895 members 
Mstep: Class 12 contains 6423 members 
Mstep: Class 13 contains 88351 members 
Mstep: Class 14 contains 102443 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 18 contains 4218 members 
Mstep: Class 19 contains 24421 members 
Mstep: Class 20 contains 17467 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69511336.000000 Penalty: 47263.542969
Iteration 69Q: 23 clusters Score -6.951134e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 20229 members 
Mstep: Class 3 contains 3271 members 
Mstep: Class 4 contains 4535 members 
Mstep: Class 5 contains 69276 members 
Mstep: Class 6 contains 9369 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 82973 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 56360 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 6494 members 
Mstep: Class 13 contains 88372 members 
Mstep: Class 14 contains 102708 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 23726 members 
Mstep: Class 20 contains 17608 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69511976.000000 Penalty: 47263.542969
Iteration 70Q: 23 clusters Score -6.951198e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 20196 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 4305 members 
Mstep: Class 5 contains 68904 members 
Mstep: Class 6 contains 9410 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83068 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 57087 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 88487 members 
Mstep: Class 14 contains 102849 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 18 contains 4252 members 
Mstep: Class 19 contains 23009 members 
Mstep: Class 20 contains 17747 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69512296.000000 Penalty: 47263.542969
Iteration 71Q: 23 clusters Score -6.95123e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 20194 members 
Mstep: Class 3 contains 3245 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 68529 members 
Mstep: Class 6 contains 9476 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83157 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 57759 members 
Mstep: Class 11 contains 8931 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 88571 members 
Mstep: Class 14 contains 102945 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 22358 members 
Mstep: Class 20 contains 17872 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69513008.000000 Penalty: 47263.542969
Iteration 72Q: 23 clusters Score -6.951301e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 20185 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 68236 members 
Mstep: Class 6 contains 9552 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83213 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 58435 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 6677 members 
Mstep: Class 13 contains 88596 members 
Mstep: Class 14 contains 103024 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 21724 members 
Mstep: Class 20 contains 17980 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69513416.000000 Penalty: 47263.542969
Iteration 73Q: 23 clusters Score -6.951342e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 20133 members 
Mstep: Class 3 contains 3226 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 67917 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83304 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 59111 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 6738 members 
Mstep: Class 13 contains 88751 members 
Mstep: Class 14 contains 103030 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 21103 members 
Mstep: Class 20 contains 18089 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69513800.000000 Penalty: 47263.542969
Iteration 74Q: 23 clusters Score -6.95138e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 20076 members 
Mstep: Class 3 contains 3220 members 
Mstep: Class 4 contains 3484 members 
Mstep: Class 5 contains 67574 members 
Mstep: Class 6 contains 9625 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83379 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 59773 members 
Mstep: Class 11 contains 8970 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 88965 members 
Mstep: Class 14 contains 103062 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 20518 members 
Mstep: Class 20 contains 18199 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69514192.000000 Penalty: 47263.542969
Iteration 75Q: 23 clusters Score -6.951419e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 20023 members 
Mstep: Class 3 contains 3214 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 67201 members 
Mstep: Class 6 contains 9636 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83451 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 60460 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 6854 members 
Mstep: Class 13 contains 89182 members 
Mstep: Class 14 contains 103078 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 19937 members 
Mstep: Class 20 contains 18303 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69514808.000000 Penalty: 47263.542969
Iteration 76Q: 23 clusters Score -6.951481e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 19965 members 
Mstep: Class 3 contains 3210 members 
Mstep: Class 4 contains 3097 members 
Mstep: Class 5 contains 66777 members 
Mstep: Class 6 contains 9668 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83539 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 61137 members 
Mstep: Class 11 contains 8994 members 
Mstep: Class 12 contains 6896 members 
Mstep: Class 13 contains 89437 members 
Mstep: Class 14 contains 103077 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 19393 members 
Mstep: Class 20 contains 18404 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69515488.000000 Penalty: 47263.542969
Iteration 77Q: 23 clusters Score -6.951549e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 19913 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 66361 members 
Mstep: Class 6 contains 9698 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83590 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 61808 members 
Mstep: Class 11 contains 9014 members 
Mstep: Class 12 contains 6945 members 
Mstep: Class 13 contains 89759 members 
Mstep: Class 14 contains 103067 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 19 contains 18826 members 
Mstep: Class 20 contains 18485 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69515832.000000 Penalty: 47263.542969
Iteration 78Q: 23 clusters Score -6.951583e+07 nChanged 3457
Entering ConstructFrom: 
Score: -69515832.000000 Penalty: 47263.542969
Entering ConstructFrom: 
Trying to split cluster 1 (51058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Entering Unmasked Estep 
Score: -6570735.000000 Penalty: 1761.616577
	Iteration 0F: 2 clusters Score -6570735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6536630.000000 Penalty: 3523.233154
	Iteration 0F: 3 clusters Score -6536630 nChanged 24021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -6550291.500000 Penalty: 3523.233154
	Iteration 1F: 3 clusters Score -6550292 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6550994.000000 Penalty: 3523.233154
	Iteration 2Q: 3 clusters Score -6550994 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -6551915.000000 Penalty: 3523.233154
	Iteration 3Q: 3 clusters Score -6551915 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -6553351.000000 Penalty: 3523.233154
	Iteration 4F: 3 clusters Score -6553351 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -6555701.500000 Penalty: 3523.233154
	Iteration 5F: 3 clusters Score -6555702 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -6558831.500000 Penalty: 3523.233154
	Iteration 6F: 3 clusters Score -6558832 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -6562403.000000 Penalty: 3523.233154
	Iteration 7F: 3 clusters Score -6562403 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6565524.000000 Penalty: 3523.233154
	Iteration 8F: 3 clusters Score -6565524 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6567427.000000 Penalty: 3523.233154
	Iteration 9Q: 3 clusters Score -6567427 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6568320.500000 Penalty: 3523.233154
	Iteration 10Q: 3 clusters Score -6568320 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6568737.000000 Penalty: 3523.233154
	Iteration 11Q: 3 clusters Score -6568737 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6568953.000000 Penalty: 3523.233154
	Iteration 12Q: 3 clusters Score -6568953 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6569081.000000 Penalty: 3523.233154
	Iteration 13Q: 3 clusters Score -6569081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6569147.500000 Penalty: 3523.233154
	Iteration 14Q: 3 clusters Score -6569148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6569178.000000 Penalty: 3523.233154
	Iteration 15Q: 3 clusters Score -6569178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6569205.000000 Penalty: 3523.233154
	Iteration 16Q: 3 clusters Score -6569205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6569223.500000 Penalty: 3523.233154
	Iteration 17Q: 3 clusters Score -6569224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6569239.000000 Penalty: 3523.233154
	Iteration 18Q: 3 clusters Score -6569239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6569252.000000 Penalty: 3523.233154
	Iteration 19Q: 3 clusters Score -6569252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6569260.000000 Penalty: 3523.233154
	Iteration 20F: 3 clusters Score -6569260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6569266.500000 Penalty: 3523.233154
	Iteration 21Q: 3 clusters Score -6569266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6569280.000000 Penalty: 3523.233154
	Iteration 22Q: 3 clusters Score -6569280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6569285.500000 Penalty: 3523.233154
	Iteration 23Q: 3 clusters Score -6569286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6569290.500000 Penalty: 3523.233154
	Iteration 24Q: 3 clusters Score -6569290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6569295.000000 Penalty: 3523.233154
	Iteration 25Q: 3 clusters Score -6569295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6569303.500000 Penalty: 3523.233154
	Iteration 26Q: 3 clusters Score -6569304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6569308.000000 Penalty: 3523.233154
	Iteration 27Q: 3 clusters Score -6569308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6569308.000000 Penalty: 3523.233154
	Iteration 28F: 3 clusters Score -6569308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Entering Unmasked Estep 
Score: -2570423.500000 Penalty: 1608.158936
	Iteration 0F: 2 clusters Score -2570424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2556978.750000 Penalty: 3216.317871
	Iteration 0F: 3 clusters Score -2556979 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2561657.500000 Penalty: 3216.317871
	Iteration 1F: 3 clusters Score -2561658 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2561970.500000 Penalty: 3216.317871
	Iteration 2F: 3 clusters Score -2561970 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2562185.000000 Penalty: 3216.317871
	Iteration 3Q: 3 clusters Score -2562185 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2562400.250000 Penalty: 3216.317871
	Iteration 4Q: 3 clusters Score -2562400 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2562575.250000 Penalty: 3216.317871
	Iteration 5Q: 3 clusters Score -2562575 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2562778.500000 Penalty: 3216.317871
	Iteration 6Q: 3 clusters Score -2562778 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2563065.500000 Penalty: 3216.317871
	Iteration 7Q: 3 clusters Score -2563066 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2563465.000000 Penalty: 3216.317871
	Iteration 8Q: 3 clusters Score -2563465 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2564054.500000 Penalty: 3216.317871
	Iteration 9F: 3 clusters Score -2564054 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2564884.500000 Penalty: 3216.317871
	Iteration 10F: 3 clusters Score -2564884 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2565870.500000 Penalty: 3216.317871
	Iteration 11F: 3 clusters Score -2565870 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2566836.500000 Penalty: 3216.317871
	Iteration 12F: 3 clusters Score -2566836 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2567525.500000 Penalty: 3216.317871
	Iteration 13Q: 3 clusters Score -2567526 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2567871.000000 Penalty: 3216.317871
	Iteration 14Q: 3 clusters Score -2567871 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2568055.000000 Penalty: 3216.317871
	Iteration 15Q: 3 clusters Score -2568055 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2568200.750000 Penalty: 3216.317871
	Iteration 16Q: 3 clusters Score -2568201 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2568344.000000 Penalty: 3216.317871
	Iteration 17Q: 3 clusters Score -2568344 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2568496.000000 Penalty: 3216.317871
	Iteration 18Q: 3 clusters Score -2568496 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2568619.500000 Penalty: 3216.317871
	Iteration 19Q: 3 clusters Score -2568620 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2568719.500000 Penalty: 3216.317871
	Iteration 20F: 3 clusters Score -2568720 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2568799.250000 Penalty: 3216.317871
	Iteration 21Q: 3 clusters Score -2568799 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2568885.000000 Penalty: 3216.317871
	Iteration 22Q: 3 clusters Score -2568885 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2568946.500000 Penalty: 3216.317871
	Iteration 23Q: 3 clusters Score -2568946 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2568980.250000 Penalty: 3216.317871
	Iteration 24Q: 3 clusters Score -2568980 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2569009.500000 Penalty: 3216.317871
	Iteration 25Q: 3 clusters Score -2569010 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2569038.500000 Penalty: 3216.317871
	Iteration 26Q: 3 clusters Score -2569038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2569068.000000 Penalty: 3216.317871
	Iteration 27Q: 3 clusters Score -2569068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2569091.000000 Penalty: 3216.317871
	Iteration 28Q: 3 clusters Score -2569091 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2569110.500000 Penalty: 3216.317871
	Iteration 29Q: 3 clusters Score -2569110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2569124.000000 Penalty: 3216.317871
	Iteration 30Q: 3 clusters Score -2569124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2569136.500000 Penalty: 3216.317871
	Iteration 31Q: 3 clusters Score -2569136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2569142.000000 Penalty: 3216.317871
	Iteration 32Q: 3 clusters Score -2569142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2569161.500000 Penalty: 3216.317871
	Iteration 33Q: 3 clusters Score -2569162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2569187.250000 Penalty: 3216.317871
	Iteration 34Q: 3 clusters Score -2569187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2569200.500000 Penalty: 3216.317871
	Iteration 35Q: 3 clusters Score -2569200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2569214.000000 Penalty: 3216.317871
	Iteration 36Q: 3 clusters Score -2569214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2569224.750000 Penalty: 3216.317871
	Iteration 37Q: 3 clusters Score -2569225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2569229.500000 Penalty: 3216.317871
	Iteration 38Q: 3 clusters Score -2569230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2569234.000000 Penalty: 3216.317871
	Iteration 39Q: 3 clusters Score -2569234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2569244.250000 Penalty: 3216.317871
	Iteration 40F: 3 clusters Score -2569244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2569245.250000 Penalty: 3216.317871
	Iteration 41Q: 3 clusters Score -2569245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2569247.250000 Penalty: 3216.317871
	Iteration 42Q: 3 clusters Score -2569247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2569247.500000 Penalty: 3216.317871
	Iteration 43Q: 3 clusters Score -2569248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2569247.000000 Penalty: 3216.317871
	Iteration 44Q: 3 clusters Score -2569247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2569247.500000 Penalty: 3216.317871
	Iteration 45Q: 3 clusters Score -2569248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2569252.000000 Penalty: 3216.317871
	Iteration 46Q: 3 clusters Score -2569252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2569252.750000 Penalty: 3216.317871
	Iteration 47Q: 3 clusters Score -2569253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2569252.500000 Penalty: 3216.317871
	Iteration 48Q: 3 clusters Score -2569252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2569253.250000 Penalty: 3216.317871
	Iteration 49Q: 3 clusters Score -2569253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2569253.000000 Penalty: 3216.317871
	Iteration 50Q: 3 clusters Score -2569253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2569252.000000 Penalty: 3216.317871
	Iteration 51Q: 3 clusters Score -2569252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2569254.000000 Penalty: 3216.317871
	Iteration 52Q: 3 clusters Score -2569254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2569255.000000 Penalty: 3216.317871
	Iteration 53Q: 3 clusters Score -2569255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2569254.750000 Penalty: 3216.317871
	Iteration 54Q: 3 clusters Score -2569255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2569255.750000 Penalty: 3216.317871
	Iteration 55Q: 3 clusters Score -2569256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2569255.750000 Penalty: 3216.317871
	Iteration 56Q: 3 clusters Score -2569256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2569259.000000 Penalty: 3216.317871
	Iteration 57Q: 3 clusters Score -2569259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2569264.250000 Penalty: 3216.317871
	Iteration 58Q: 3 clusters Score -2569264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2569269.000000 Penalty: 3216.317871
	Iteration 59Q: 3 clusters Score -2569269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2569270.500000 Penalty: 3216.317871
	Iteration 60F: 3 clusters Score -2569270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2569271.500000 Penalty: 3216.317871
	Iteration 61Q: 3 clusters Score -2569272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2569273.750000 Penalty: 3216.317871
	Iteration 62Q: 3 clusters Score -2569274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2569270.500000 Penalty: 3216.317871
	Iteration 63Q: 3 clusters Score -2569270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2569270.750000 Penalty: 3216.317871
	Iteration 64Q: 3 clusters Score -2569271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2569271.250000 Penalty: 3216.317871
	Iteration 65Q: 3 clusters Score -2569271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2569270.500000 Penalty: 3216.317871
	Iteration 66Q: 3 clusters Score -2569270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2569272.250000 Penalty: 3216.317871
	Iteration 67Q: 3 clusters Score -2569272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2569270.500000 Penalty: 3216.317871
	Iteration 68Q: 3 clusters Score -2569270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2569270.250000 Penalty: 3216.317871
	Iteration 69Q: 3 clusters Score -2569270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2569270.250000 Penalty: 3216.317871
	Iteration 70F: 3 clusters Score -2569270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Entering Unmasked Estep 
Score: -390469.250000 Penalty: 1311.928101
	Iteration 0F: 2 clusters Score -390469.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -387636.187500 Penalty: 2623.856201
	Iteration 0F: 3 clusters Score -387636.2 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -388339.562500 Penalty: 2623.856201
	Iteration 1F: 3 clusters Score -388339.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -388478.156250 Penalty: 2623.856201
	Iteration 2F: 3 clusters Score -388478.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -388572.437500 Penalty: 2623.856201
	Iteration 3F: 3 clusters Score -388572.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -388629.906250 Penalty: 2623.856201
	Iteration 4Q: 3 clusters Score -388629.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -388675.468750 Penalty: 2623.856201
	Iteration 5Q: 3 clusters Score -388675.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -388712.093750 Penalty: 2623.856201
	Iteration 6Q: 3 clusters Score -388712.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -388737.562500 Penalty: 2623.856201
	Iteration 7Q: 3 clusters Score -388737.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -388757.562500 Penalty: 2623.856201
	Iteration 8Q: 3 clusters Score -388757.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -388780.312500 Penalty: 2623.856201
	Iteration 9Q: 3 clusters Score -388780.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -388802.062500 Penalty: 2623.856201
	Iteration 10Q: 3 clusters Score -388802.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -388833.125000 Penalty: 2623.856201
	Iteration 11Q: 3 clusters Score -388833.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -388871.875000 Penalty: 2623.856201
	Iteration 12Q: 3 clusters Score -388871.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -388899.375000 Penalty: 2623.856201
	Iteration 13Q: 3 clusters Score -388899.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -388938.187500 Penalty: 2623.856201
	Iteration 14Q: 3 clusters Score -388938.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -388974.843750 Penalty: 2623.856201
	Iteration 15Q: 3 clusters Score -388974.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -389014.593750 Penalty: 2623.856201
	Iteration 16Q: 3 clusters Score -389014.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -389047.843750 Penalty: 2623.856201
	Iteration 17Q: 3 clusters Score -389047.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -389086.312500 Penalty: 2623.856201
	Iteration 18Q: 3 clusters Score -389086.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -389133.812500 Penalty: 2623.856201
	Iteration 19Q: 3 clusters Score -389133.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -389181.312500 Penalty: 2623.856201
	Iteration 20F: 3 clusters Score -389181.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -389229.437500 Penalty: 2623.856201
	Iteration 21Q: 3 clusters Score -389229.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -389266.906250 Penalty: 2623.856201
	Iteration 22Q: 3 clusters Score -389266.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -389302.937500 Penalty: 2623.856201
	Iteration 23Q: 3 clusters Score -389302.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -389334.468750 Penalty: 2623.856201
	Iteration 24Q: 3 clusters Score -389334.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -389356.812500 Penalty: 2623.856201
	Iteration 25Q: 3 clusters Score -389356.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -389368.406250 Penalty: 2623.856201
	Iteration 26Q: 3 clusters Score -389368.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -389376.500000 Penalty: 2623.856201
	Iteration 27Q: 3 clusters Score -389376.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -389382.125000 Penalty: 2623.856201
	Iteration 28Q: 3 clusters Score -389382.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -389385.718750 Penalty: 2623.856201
	Iteration 29Q: 3 clusters Score -389385.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -389388.562500 Penalty: 2623.856201
	Iteration 30Q: 3 clusters Score -389388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -389392.406250 Penalty: 2623.856201
	Iteration 31Q: 3 clusters Score -389392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -389399.687500 Penalty: 2623.856201
	Iteration 32Q: 3 clusters Score -389399.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -389400.843750 Penalty: 2623.856201
	Iteration 33Q: 3 clusters Score -389400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -389402.218750 Penalty: 2623.856201
	Iteration 34Q: 3 clusters Score -389402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -389403.343750 Penalty: 2623.856201
	Iteration 35Q: 3 clusters Score -389403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -389405.218750 Penalty: 2623.856201
	Iteration 36Q: 3 clusters Score -389405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -389406.593750 Penalty: 2623.856201
	Iteration 37Q: 3 clusters Score -389406.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -389406.125000 Penalty: 2623.856201
	Iteration 38Q: 3 clusters Score -389406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -389407.593750 Penalty: 2623.856201
	Iteration 39Q: 3 clusters Score -389407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -389408.468750 Penalty: 2623.856201
	Iteration 40F: 3 clusters Score -389408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -389409.250000 Penalty: 2623.856201
	Iteration 41Q: 3 clusters Score -389409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -389409.562500 Penalty: 2623.856201
	Iteration 42Q: 3 clusters Score -389409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -389410.781250 Penalty: 2623.856201
	Iteration 43Q: 3 clusters Score -389410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -389411.093750 Penalty: 2623.856201
	Iteration 44Q: 3 clusters Score -389411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -389411.187500 Penalty: 2623.856201
	Iteration 45Q: 3 clusters Score -389411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -389411.187500 Penalty: 2623.856201
	Iteration 46F: 3 clusters Score -389411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -348104.906250 Penalty: 1282.644775
	Iteration 0F: 2 clusters Score -348104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -345534.843750 Penalty: 2565.289551
	Iteration 0F: 3 clusters Score -345534.8 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -346112.281250 Penalty: 2565.289551
	Iteration 1F: 3 clusters Score -346112.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -346220.250000 Penalty: 2565.289551
	Iteration 2F: 3 clusters Score -346220.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -346287.156250 Penalty: 2565.289551
	Iteration 3Q: 3 clusters Score -346287.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -346342.343750 Penalty: 2565.289551
	Iteration 4Q: 3 clusters Score -346342.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -346384.812500 Penalty: 2565.289551
	Iteration 5Q: 3 clusters Score -346384.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -346411.718750 Penalty: 2565.289551
	Iteration 6Q: 3 clusters Score -346411.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -346431.312500 Penalty: 2565.289551
	Iteration 7Q: 3 clusters Score -346431.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -346448.937500 Penalty: 2565.289551
	Iteration 8Q: 3 clusters Score -346448.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -346464.218750 Penalty: 2565.289551
	Iteration 9Q: 3 clusters Score -346464.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -346472.906250 Penalty: 2565.289551
	Iteration 10Q: 3 clusters Score -346472.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -346479.125000 Penalty: 2565.289551
	Iteration 11Q: 3 clusters Score -346479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -346485.781250 Penalty: 2565.289551
	Iteration 12Q: 3 clusters Score -346485.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -346495.656250 Penalty: 2565.289551
	Iteration 13Q: 3 clusters Score -346495.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -346502.312500 Penalty: 2565.289551
	Iteration 14Q: 3 clusters Score -346502.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -346508.343750 Penalty: 2565.289551
	Iteration 15Q: 3 clusters Score -346508.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -346515.125000 Penalty: 2565.289551
	Iteration 16Q: 3 clusters Score -346515.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -346523.093750 Penalty: 2565.289551
	Iteration 17Q: 3 clusters Score -346523.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -346528.593750 Penalty: 2565.289551
	Iteration 18Q: 3 clusters Score -346528.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -346534.718750 Penalty: 2565.289551
	Iteration 19Q: 3 clusters Score -346534.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -346543.531250 Penalty: 2565.289551
	Iteration 20F: 3 clusters Score -346543.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -346551.000000 Penalty: 2565.289551
	Iteration 21Q: 3 clusters Score -346551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -346556.531250 Penalty: 2565.289551
	Iteration 22Q: 3 clusters Score -346556.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -346560.843750 Penalty: 2565.289551
	Iteration 23Q: 3 clusters Score -346560.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -346565.000000 Penalty: 2565.289551
	Iteration 24Q: 3 clusters Score -346565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -346569.468750 Penalty: 2565.289551
	Iteration 25Q: 3 clusters Score -346569.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -346578.093750 Penalty: 2565.289551
	Iteration 26Q: 3 clusters Score -346578.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -346586.062500 Penalty: 2565.289551
	Iteration 27Q: 3 clusters Score -346586.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -346593.031250 Penalty: 2565.289551
	Iteration 28Q: 3 clusters Score -346593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -346599.375000 Penalty: 2565.289551
	Iteration 29Q: 3 clusters Score -346599.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -346605.406250 Penalty: 2565.289551
	Iteration 30Q: 3 clusters Score -346605.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -346614.156250 Penalty: 2565.289551
	Iteration 31Q: 3 clusters Score -346614.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -346626.000000 Penalty: 2565.289551
	Iteration 32Q: 3 clusters Score -346626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -346636.875000 Penalty: 2565.289551
	Iteration 33Q: 3 clusters Score -346636.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -346647.281250 Penalty: 2565.289551
	Iteration 34Q: 3 clusters Score -346647.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -346657.343750 Penalty: 2565.289551
	Iteration 35Q: 3 clusters Score -346657.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -346668.281250 Penalty: 2565.289551
	Iteration 36Q: 3 clusters Score -346668.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -346685.187500 Penalty: 2565.289551
	Iteration 37Q: 3 clusters Score -346685.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -346696.656250 Penalty: 2565.289551
	Iteration 38Q: 3 clusters Score -346696.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -346709.906250 Penalty: 2565.289551
	Iteration 39Q: 3 clusters Score -346709.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -346723.625000 Penalty: 2565.289551
	Iteration 40F: 3 clusters Score -346723.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -346738.375000 Penalty: 2565.289551
	Iteration 41Q: 3 clusters Score -346738.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -346753.968750 Penalty: 2565.289551
	Iteration 42Q: 3 clusters Score -346754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -346771.375000 Penalty: 2565.289551
	Iteration 43Q: 3 clusters Score -346771.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -346789.250000 Penalty: 2565.289551
	Iteration 44Q: 3 clusters Score -346789.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -346803.031250 Penalty: 2565.289551
	Iteration 45Q: 3 clusters Score -346803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -346813.218750 Penalty: 2565.289551
	Iteration 46Q: 3 clusters Score -346813.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -346822.125000 Penalty: 2565.289551
	Iteration 47Q: 3 clusters Score -346822.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -346829.437500 Penalty: 2565.289551
	Iteration 48Q: 3 clusters Score -346829.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -346834.093750 Penalty: 2565.289551
	Iteration 49Q: 3 clusters Score -346834.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -346842.312500 Penalty: 2565.289551
	Iteration 50Q: 3 clusters Score -346842.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -346850.937500 Penalty: 2565.289551
	Iteration 51Q: 3 clusters Score -346850.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -346864.000000 Penalty: 2565.289551
	Iteration 52Q: 3 clusters Score -346864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -346878.843750 Penalty: 2565.289551
	Iteration 53Q: 3 clusters Score -346878.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -346885.218750 Penalty: 2565.289551
	Iteration 54Q: 3 clusters Score -346885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -346886.218750 Penalty: 2565.289551
	Iteration 55Q: 3 clusters Score -346886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -346886.906250 Penalty: 2565.289551
	Iteration 56Q: 3 clusters Score -346886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -346888.875000 Penalty: 2565.289551
	Iteration 57Q: 3 clusters Score -346888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -346893.750000 Penalty: 2565.289551
	Iteration 58Q: 3 clusters Score -346893.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -346900.031250 Penalty: 2565.289551
	Iteration 59Q: 3 clusters Score -346900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -346904.812500 Penalty: 2565.289551
	Iteration 60F: 3 clusters Score -346904.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -346908.906250 Penalty: 2565.289551
	Iteration 61Q: 3 clusters Score -346908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -346911.156250 Penalty: 2565.289551
	Iteration 62Q: 3 clusters Score -346911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -346912.500000 Penalty: 2565.289551
	Iteration 63Q: 3 clusters Score -346912.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -346915.718750 Penalty: 2565.289551
	Iteration 64Q: 3 clusters Score -346915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -346918.000000 Penalty: 2565.289551
	Iteration 65Q: 3 clusters Score -346918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -346917.875000 Penalty: 2565.289551
	Iteration 66Q: 3 clusters Score -346917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -346918.500000 Penalty: 2565.289551
	Iteration 67Q: 3 clusters Score -346918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -346919.031250 Penalty: 2565.289551
	Iteration 68Q: 3 clusters Score -346919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -346920.250000 Penalty: 2565.289551
	Iteration 69Q: 3 clusters Score -346920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -346921.281250 Penalty: 2565.289551
	Iteration 70Q: 3 clusters Score -346921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -346922.593750 Penalty: 2565.289551
	Iteration 71Q: 3 clusters Score -346922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -346923.437500 Penalty: 2565.289551
	Iteration 72Q: 3 clusters Score -346923.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -346923.875000 Penalty: 2565.289551
	Iteration 73Q: 3 clusters Score -346923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -346924.500000 Penalty: 2565.289551
	Iteration 74Q: 3 clusters Score -346924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -346926.500000 Penalty: 2565.289551
	Iteration 75Q: 3 clusters Score -346926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -346928.562500 Penalty: 2565.289551
	Iteration 76Q: 3 clusters Score -346928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -346929.312500 Penalty: 2565.289551
	Iteration 77Q: 3 clusters Score -346929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -346931.031250 Penalty: 2565.289551
	Iteration 78Q: 3 clusters Score -346931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -346933.093750 Penalty: 2565.289551
	Iteration 79Q: 3 clusters Score -346933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -346936.343750 Penalty: 2565.289551
	Iteration 80F: 3 clusters Score -346936.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -346938.250000 Penalty: 2565.289551
	Iteration 81Q: 3 clusters Score -346938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -346939.500000 Penalty: 2565.289551
	Iteration 82Q: 3 clusters Score -346939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -346940.875000 Penalty: 2565.289551
	Iteration 83Q: 3 clusters Score -346940.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -346940.875000 Penalty: 2565.289551
	Iteration 84F: 3 clusters Score -346940.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65926 members 
Entering Unmasked Estep 
Score: -8482177.000000 Penalty: 1803.146729
	Iteration 0F: 2 clusters Score -8482177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -8438197.000000 Penalty: 3606.293457
	Iteration 0F: 3 clusters Score -8438197 nChanged 31404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -8456462.000000 Penalty: 3606.293457
	Iteration 1F: 3 clusters Score -8456462 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -8457578.000000 Penalty: 3606.293457
	Iteration 2Q: 3 clusters Score -8457578 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -8459251.000000 Penalty: 3606.293457
	Iteration 3Q: 3 clusters Score -8459251 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -8461692.000000 Penalty: 3606.293457
	Iteration 4F: 3 clusters Score -8461692 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -8465104.000000 Penalty: 3606.293457
	Iteration 5F: 3 clusters Score -8465104 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -8469514.000000 Penalty: 3606.293457
	Iteration 6F: 3 clusters Score -8469514 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -8473781.000000 Penalty: 3606.293457
	Iteration 7F: 3 clusters Score -8473781 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -8475925.000000 Penalty: 3606.293457
	Iteration 8F: 3 clusters Score -8475925 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -8476651.000000 Penalty: 3606.293457
	Iteration 9Q: 3 clusters Score -8476651 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -8476881.000000 Penalty: 3606.293457
	Iteration 10Q: 3 clusters Score -8476881 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -8476988.000000 Penalty: 3606.293457
	Iteration 11Q: 3 clusters Score -8476988 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -8477090.000000 Penalty: 3606.293457
	Iteration 12Q: 3 clusters Score -8477090 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -8477157.000000 Penalty: 3606.293457
	Iteration 13Q: 3 clusters Score -8477157 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -8477217.000000 Penalty: 3606.293457
	Iteration 14Q: 3 clusters Score -8477217 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -8477268.000000 Penalty: 3606.293457
	Iteration 15Q: 3 clusters Score -8477268 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -8477325.000000 Penalty: 3606.293457
	Iteration 16Q: 3 clusters Score -8477325 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -8477354.000000 Penalty: 3606.293457
	Iteration 17Q: 3 clusters Score -8477354 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -8477376.000000 Penalty: 3606.293457
	Iteration 18Q: 3 clusters Score -8477376 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -8477388.000000 Penalty: 3606.293457
	Iteration 19Q: 3 clusters Score -8477388 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -8477431.000000 Penalty: 3606.293457
	Iteration 20F: 3 clusters Score -8477431 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -8477494.000000 Penalty: 3606.293457
	Iteration 21Q: 3 clusters Score -8477494 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -8477551.000000 Penalty: 3606.293457
	Iteration 22Q: 3 clusters Score -8477551 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -8477607.000000 Penalty: 3606.293457
	Iteration 23Q: 3 clusters Score -8477607 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -8477696.000000 Penalty: 3606.293457
	Iteration 24Q: 3 clusters Score -8477696 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -8477787.000000 Penalty: 3606.293457
	Iteration 25Q: 3 clusters Score -8477787 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -8477880.000000 Penalty: 3606.293457
	Iteration 26Q: 3 clusters Score -8477880 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -8478045.000000 Penalty: 3606.293457
	Iteration 27Q: 3 clusters Score -8478045 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -8478283.000000 Penalty: 3606.293457
	Iteration 28Q: 3 clusters Score -8478283 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -8478552.000000 Penalty: 3606.293457
	Iteration 29Q: 3 clusters Score -8478552 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -8478928.000000 Penalty: 3606.293457
	Iteration 30Q: 3 clusters Score -8478928 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -8479217.000000 Penalty: 3606.293457
	Iteration 31Q: 3 clusters Score -8479217 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -8479427.000000 Penalty: 3606.293457
	Iteration 32Q: 3 clusters Score -8479427 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -8479573.000000 Penalty: 3606.293457
	Iteration 33Q: 3 clusters Score -8479573 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -8479717.000000 Penalty: 3606.293457
	Iteration 34Q: 3 clusters Score -8479717 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -8479810.000000 Penalty: 3606.293457
	Iteration 35Q: 3 clusters Score -8479810 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -8479845.000000 Penalty: 3606.293457
	Iteration 36Q: 3 clusters Score -8479845 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -8479855.000000 Penalty: 3606.293457
	Iteration 37Q: 3 clusters Score -8479855 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -8479886.000000 Penalty: 3606.293457
	Iteration 38Q: 3 clusters Score -8479886 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -8479875.000000 Penalty: 3606.293457
	Iteration 39Q: 3 clusters Score -8479875 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -8479920.000000 Penalty: 3606.293457
	Iteration 40F: 3 clusters Score -8479920 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -8479943.000000 Penalty: 3606.293457
	Iteration 41Q: 3 clusters Score -8479943 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -8479987.000000 Penalty: 3606.293457
	Iteration 42Q: 3 clusters Score -8479987 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -8480018.000000 Penalty: 3606.293457
	Iteration 43Q: 3 clusters Score -8480018 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -8480028.000000 Penalty: 3606.293457
	Iteration 44Q: 3 clusters Score -8480028 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -8480054.000000 Penalty: 3606.293457
	Iteration 45Q: 3 clusters Score -8480054 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -8480086.000000 Penalty: 3606.293457
	Iteration 46Q: 3 clusters Score -8480086 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -8480119.000000 Penalty: 3606.293457
	Iteration 47Q: 3 clusters Score -8480119 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -8480177.000000 Penalty: 3606.293457
	Iteration 48Q: 3 clusters Score -8480177 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -8480176.000000 Penalty: 3606.293457
	Iteration 49Q: 3 clusters Score -8480176 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -8480182.000000 Penalty: 3606.293457
	Iteration 50Q: 3 clusters Score -8480182 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -8480206.000000 Penalty: 3606.293457
	Iteration 51Q: 3 clusters Score -8480206 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -8480221.000000 Penalty: 3606.293457
	Iteration 52Q: 3 clusters Score -8480221 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -8480222.000000 Penalty: 3606.293457
	Iteration 53Q: 3 clusters Score -8480222 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -8480223.000000 Penalty: 3606.293457
	Iteration 54Q: 3 clusters Score -8480223 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -8480251.000000 Penalty: 3606.293457
	Iteration 55Q: 3 clusters Score -8480251 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -8480263.000000 Penalty: 3606.293457
	Iteration 56Q: 3 clusters Score -8480263 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -8480297.000000 Penalty: 3606.293457
	Iteration 57Q: 3 clusters Score -8480297 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -8480318.000000 Penalty: 3606.293457
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Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 10834 members 
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Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 10289 members 
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Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 9967 members 
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Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 9099 members 
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Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 8519 members 
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Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7969 members 
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Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 6753 members 
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Mstep: Class 2 contains 6216 members 
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Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60134 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8481169 nChanged 41
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	Iteration 138Q: 3 clusters Score -8481241 nChanged 25
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	Iteration 140F: 3 clusters Score -8481241 nChanged 19
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	Iteration 144Q: 3 clusters Score -8481233 nChanged 9
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	Iteration 146Q: 3 clusters Score -8481224 nChanged 16
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	Iteration 149Q: 3 clusters Score -8481240 nChanged 13
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Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8481247.000000 Penalty: 3606.293457
	Iteration 150Q: 3 clusters Score -8481247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8481233.000000 Penalty: 3606.293457
	Iteration 151Q: 3 clusters Score -8481233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8481238.000000 Penalty: 3606.293457
	Iteration 152Q: 3 clusters Score -8481238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8481246.000000 Penalty: 3606.293457
	Iteration 153Q: 3 clusters Score -8481246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8481250.000000 Penalty: 3606.293457
	Iteration 154Q: 3 clusters Score -8481250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8481249.000000 Penalty: 3606.293457
	Iteration 155Q: 3 clusters Score -8481249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8481249.000000 Penalty: 3606.293457
	Iteration 156Q: 3 clusters Score -8481249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8481252.000000 Penalty: 3606.293457
	Iteration 157Q: 3 clusters Score -8481252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8481257.000000 Penalty: 3606.293457
	Iteration 158Q: 3 clusters Score -8481257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8481260.000000 Penalty: 3606.293457
	Iteration 159Q: 3 clusters Score -8481260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8481258.000000 Penalty: 3606.293457
	Iteration 160F: 3 clusters Score -8481258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Entering Unmasked Estep 
Score: -1237906.250000 Penalty: 1492.115479
	Iteration 0F: 2 clusters Score -1237906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1230958.250000 Penalty: 2984.230957
	Iteration 0F: 3 clusters Score -1230958 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1233102.125000 Penalty: 2984.230957
	Iteration 1F: 3 clusters Score -1233102 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1233357.375000 Penalty: 2984.230957
	Iteration 2F: 3 clusters Score -1233357 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1233550.750000 Penalty: 2984.230957
	Iteration 3Q: 3 clusters Score -1233551 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1233724.000000 Penalty: 2984.230957
	Iteration 4Q: 3 clusters Score -1233724 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1233913.875000 Penalty: 2984.230957
	Iteration 5Q: 3 clusters Score -1233914 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1234124.500000 Penalty: 2984.230957
	Iteration 6Q: 3 clusters Score -1234124 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1234370.875000 Penalty: 2984.230957
	Iteration 7Q: 3 clusters Score -1234371 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1234655.000000 Penalty: 2984.230957
	Iteration 8Q: 3 clusters Score -1234655 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1235008.250000 Penalty: 2984.230957
	Iteration 9F: 3 clusters Score -1235008 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1235400.000000 Penalty: 2984.230957
	Iteration 10F: 3 clusters Score -1235400 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1235784.375000 Penalty: 2984.230957
	Iteration 11Q: 3 clusters Score -1235784 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1236092.000000 Penalty: 2984.230957
	Iteration 12Q: 3 clusters Score -1236092 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1236313.375000 Penalty: 2984.230957
	Iteration 13Q: 3 clusters Score -1236313 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1236434.375000 Penalty: 2984.230957
	Iteration 14Q: 3 clusters Score -1236434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1236501.875000 Penalty: 2984.230957
	Iteration 15Q: 3 clusters Score -1236502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1236540.125000 Penalty: 2984.230957
	Iteration 16Q: 3 clusters Score -1236540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1236565.125000 Penalty: 2984.230957
	Iteration 17Q: 3 clusters Score -1236565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1236573.000000 Penalty: 2984.230957
	Iteration 18Q: 3 clusters Score -1236573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1236579.750000 Penalty: 2984.230957
	Iteration 19Q: 3 clusters Score -1236580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1236583.750000 Penalty: 2984.230957
	Iteration 20F: 3 clusters Score -1236584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1236585.875000 Penalty: 2984.230957
	Iteration 21Q: 3 clusters Score -1236586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1236585.875000 Penalty: 2984.230957
	Iteration 22F: 3 clusters Score -1236586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -26086.615234 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -26086.62 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 134 members 
Entering Unmasked Estep 
Score: -25331.105469 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -25331.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25456.193359 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -25456.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25497.912109 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -25497.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25511.507812 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -25511.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25519.052734 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -25519.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -25544.130859 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -25544.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -25564.476562 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -25564.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25574.222656 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -25574.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25578.437500 Penalty: 1790.551270
	Iteration 8Q: 3 clusters Score -25578.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25578.437500 Penalty: 1790.551270
	Iteration 9F: 3 clusters Score -25578.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Entering Unmasked Estep 
Score: -10738444.000000 Penalty: 1841.810303
	Iteration 0F: 2 clusters Score -1.073844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -10682811.000000 Penalty: 3683.620605
	Iteration 0F: 3 clusters Score -1.068281e+07 nChanged 40033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -10705637.000000 Penalty: 3683.620605
	Iteration 1F: 3 clusters Score -1.070564e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -10706231.000000 Penalty: 3683.620605
	Iteration 2Q: 3 clusters Score -1.070623e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -10706745.000000 Penalty: 3683.620605
	Iteration 3Q: 3 clusters Score -1.070674e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -10707304.000000 Penalty: 3683.620605
	Iteration 4Q: 3 clusters Score -1.07073e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -10708126.000000 Penalty: 3683.620605
	Iteration 5Q: 3 clusters Score -1.070813e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -10709298.000000 Penalty: 3683.620605
	Iteration 6Q: 3 clusters Score -1.07093e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -10710873.000000 Penalty: 3683.620605
	Iteration 7Q: 3 clusters Score -1.071087e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -10713607.000000 Penalty: 3683.620605
	Iteration 8F: 3 clusters Score -1.071361e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -10717620.000000 Penalty: 3683.620605
	Iteration 9F: 3 clusters Score -1.071762e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -10722782.000000 Penalty: 3683.620605
	Iteration 10F: 3 clusters Score -1.072278e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 72112 members 
Entering Unmasked Estep 
Score: -10727884.000000 Penalty: 3683.620605
	Iteration 11F: 3 clusters Score -1.072788e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -10731756.000000 Penalty: 3683.620605
	Iteration 12F: 3 clusters Score -1.073176e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -10733973.000000 Penalty: 3683.620605
	Iteration 13Q: 3 clusters Score -1.073397e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10735314.000000 Penalty: 3683.620605
	Iteration 14Q: 3 clusters Score -1.073531e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 81816 members 
Entering Unmasked Estep 
Score: -10735978.000000 Penalty: 3683.620605
	Iteration 15Q: 3 clusters Score -1.073598e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -10736358.000000 Penalty: 3683.620605
	Iteration 16Q: 3 clusters Score -1.073636e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -10736568.000000 Penalty: 3683.620605
	Iteration 17Q: 3 clusters Score -1.073657e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -10736681.000000 Penalty: 3683.620605
	Iteration 18Q: 3 clusters Score -1.073668e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -10736770.000000 Penalty: 3683.620605
	Iteration 19Q: 3 clusters Score -1.073677e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -10736816.000000 Penalty: 3683.620605
	Iteration 20F: 3 clusters Score -1.073682e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -10736854.000000 Penalty: 3683.620605
	Iteration 21Q: 3 clusters Score -1.073685e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -10736873.000000 Penalty: 3683.620605
	Iteration 22Q: 3 clusters Score -1.073687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -10736868.000000 Penalty: 3683.620605
	Iteration 23Q: 3 clusters Score -1.073687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -10736876.000000 Penalty: 3683.620605
	Iteration 24Q: 3 clusters Score -1.073688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 83004 members 
Entering Unmasked Estep 
Score: -10736892.000000 Penalty: 3683.620605
	Iteration 25Q: 3 clusters Score -1.073689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -10736904.000000 Penalty: 3683.620605
	Iteration 26Q: 3 clusters Score -1.07369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -10736904.000000 Penalty: 3683.620605
	Iteration 27Q: 3 clusters Score -1.07369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -10736917.000000 Penalty: 3683.620605
	Iteration 28Q: 3 clusters Score -1.073692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 83038 members 
Entering Unmasked Estep 
Score: -10736914.000000 Penalty: 3683.620605
	Iteration 29Q: 3 clusters Score -1.073691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -10736920.000000 Penalty: 3683.620605
	Iteration 30Q: 3 clusters Score -1.073692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 83039 members 
Entering Unmasked Estep 
Score: -10736913.000000 Penalty: 3683.620605
	Iteration 31Q: 3 clusters Score -1.073691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -10736923.000000 Penalty: 3683.620605
	Iteration 32Q: 3 clusters Score -1.073692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -10736924.000000 Penalty: 3683.620605
	Iteration 33Q: 3 clusters Score -1.073692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -10736924.000000 Penalty: 3683.620605
	Iteration 34F: 3 clusters Score -1.073692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7597.624512 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -7597.625 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 98 members 
Entering Unmasked Estep 
Score: -7087.562012 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -7087.562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7283.767578 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -7283.768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7358.170410 Penalty: 1701.843628
	Iteration 2Q: 3 clusters Score -7358.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7362.680176 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -7362.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7369.350098 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -7369.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7369.350098 Penalty: 1701.843628
	Iteration 5F: 3 clusters Score -7369.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Entering Unmasked Estep 
Score: -8074434.000000 Penalty: 1794.519043
	Iteration 0F: 2 clusters Score -8074434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8057392 nChanged 3827
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Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8062005 nChanged 2284
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Mstep: Class 1 contains 32419 members 
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Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8062698 nChanged 1192
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Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8062858 nChanged 679
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Mstep: Class 1 contains 32506 members 
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8062946 nChanged 508
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Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8063042 nChanged 438
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8063098 nChanged 407
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Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8063160 nChanged 397
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Mstep: Class 1 contains 32828 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8063250 nChanged 405
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Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8063328 nChanged 426
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Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8063502 nChanged 368
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Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 29080 members 
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	Iteration 23Q: 3 clusters Score -8063550 nChanged 367
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Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8063592 nChanged 370
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Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8063631 nChanged 370
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Mstep: Class 1 contains 33964 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8063665 nChanged 374
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Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8063711 nChanged 343
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8063786 nChanged 374
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8063796 nChanged 375
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Mstep: Class 1 contains 34732 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8063908 nChanged 389
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	Iteration 32Q: 3 clusters Score -8063948 nChanged 381
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8064232 nChanged 464
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8064341 nChanged 504
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Mstep: Class 1 contains 37093 members 
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	Iteration 38Q: 3 clusters Score -8064410 nChanged 552
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Mstep: Class 1 contains 37541 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8064524 nChanged 549
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Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8064664 nChanged 549
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Mstep: Class 1 contains 38449 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8064746 nChanged 575
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Mstep: Class 1 contains 38944 members 
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	Iteration 42Q: 3 clusters Score -8064883 nChanged 615
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Mstep: Class 1 contains 39467 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40026 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40589 members 
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	Iteration 45Q: 3 clusters Score -8065288 nChanged 663
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Mstep: Class 1 contains 41168 members 
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	Iteration 46Q: 3 clusters Score -8065482 nChanged 660
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	Iteration 49Q: 3 clusters Score -8066036 nChanged 697
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	Iteration 50Q: 3 clusters Score -8066236 nChanged 755
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	Iteration 53Q: 3 clusters Score -8067074 nChanged 857
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	Iteration 54Q: 3 clusters Score -8067338 nChanged 807
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8067526 nChanged 744
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	Iteration 56Q: 3 clusters Score -8067762 nChanged 703
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	Iteration 58Q: 3 clusters Score -8068210 nChanged 597
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Mstep: Class 2 contains 12525 members 
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	Iteration 60F: 3 clusters Score -8068518 nChanged 593
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Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8068810 nChanged 557
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Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8069118 nChanged 585
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	Iteration 65Q: 3 clusters Score -8069286 nChanged 593
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8070105 nChanged 552
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	Iteration 72Q: 3 clusters Score -8070716 nChanged 468
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Mstep: Class 1 contains 57910 members 
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	Iteration 73Q: 3 clusters Score -8070914 nChanged 447
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Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8071057 nChanged 449
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Mstep: Class 2 contains 3713 members 
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	Iteration 76Q: 3 clusters Score -8071431 nChanged 379
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	Iteration 78Q: 3 clusters Score -8071741 nChanged 346
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	Iteration 79Q: 3 clusters Score -8071911 nChanged 299
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Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8072056 nChanged 263
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Mstep: Class 1 contains 61219 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8072376 nChanged 147
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Mstep: Class 1 contains 61360 members 
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	Iteration 84Q: 3 clusters Score -8072465 nChanged 124
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8072528 nChanged 96
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	Iteration 86Q: 3 clusters Score -8072561 nChanged 84
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8072610 nChanged 72
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8072670 nChanged 51
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8072708 nChanged 48
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Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8072731 nChanged 40
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8072750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8072775.500000 Penalty: 3589.038086
	Iteration 93Q: 3 clusters Score -8072776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8072798.500000 Penalty: 3589.038086
	Iteration 94Q: 3 clusters Score -8072798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8072822.500000 Penalty: 3589.038086
	Iteration 95Q: 3 clusters Score -8072822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8072832.000000 Penalty: 3589.038086
	Iteration 96Q: 3 clusters Score -8072832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8072830.000000 Penalty: 3589.038086
	Iteration 97Q: 3 clusters Score -8072830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8072845.500000 Penalty: 3589.038086
	Iteration 98Q: 3 clusters Score -8072846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8072850.000000 Penalty: 3589.038086
	Iteration 99Q: 3 clusters Score -8072850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8072848.000000 Penalty: 3589.038086
	Iteration 100F: 3 clusters Score -8072848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8072851.500000 Penalty: 3589.038086
	Iteration 101Q: 3 clusters Score -8072852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8072851.500000 Penalty: 3589.038086
	Iteration 102F: 3 clusters Score -8072852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -1153211.250000 Penalty: 1480.118042
	Iteration 0F: 2 clusters Score -1153211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1146652.875000 Penalty: 2960.236084
	Iteration 0F: 3 clusters Score -1146653 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1148688.250000 Penalty: 2960.236084
	Iteration 1F: 3 clusters Score -1148688 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1148917.250000 Penalty: 2960.236084
	Iteration 2F: 3 clusters Score -1148917 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1149091.000000 Penalty: 2960.236084
	Iteration 3Q: 3 clusters Score -1149091 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1149234.500000 Penalty: 2960.236084
	Iteration 4Q: 3 clusters Score -1149234 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1149362.750000 Penalty: 2960.236084
	Iteration 5Q: 3 clusters Score -1149363 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1149505.125000 Penalty: 2960.236084
	Iteration 6Q: 3 clusters Score -1149505 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1149641.500000 Penalty: 2960.236084
	Iteration 7Q: 3 clusters Score -1149642 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1149772.500000 Penalty: 2960.236084
	Iteration 8Q: 3 clusters Score -1149772 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1149901.750000 Penalty: 2960.236084
	Iteration 9Q: 3 clusters Score -1149902 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1150033.250000 Penalty: 2960.236084
	Iteration 10Q: 3 clusters Score -1150033 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1150156.250000 Penalty: 2960.236084
	Iteration 11Q: 3 clusters Score -1150156 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1150266.875000 Penalty: 2960.236084
	Iteration 12Q: 3 clusters Score -1150267 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1150374.750000 Penalty: 2960.236084
	Iteration 13Q: 3 clusters Score -1150375 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1150467.625000 Penalty: 2960.236084
	Iteration 14Q: 3 clusters Score -1150468 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1150544.000000 Penalty: 2960.236084
	Iteration 15Q: 3 clusters Score -1150544 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1150618.750000 Penalty: 2960.236084
	Iteration 16Q: 3 clusters Score -1150619 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1150667.250000 Penalty: 2960.236084
	Iteration 17Q: 3 clusters Score -1150667 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1150706.750000 Penalty: 2960.236084
	Iteration 18Q: 3 clusters Score -1150707 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1150741.750000 Penalty: 2960.236084
	Iteration 19Q: 3 clusters Score -1150742 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1150776.250000 Penalty: 2960.236084
	Iteration 20F: 3 clusters Score -1150776 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1150810.250000 Penalty: 2960.236084
	Iteration 21Q: 3 clusters Score -1150810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1150838.750000 Penalty: 2960.236084
	Iteration 22Q: 3 clusters Score -1150839 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1150872.375000 Penalty: 2960.236084
	Iteration 23Q: 3 clusters Score -1150872 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1150900.750000 Penalty: 2960.236084
	Iteration 24Q: 3 clusters Score -1150901 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1150923.375000 Penalty: 2960.236084
	Iteration 25Q: 3 clusters Score -1150923 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1150949.250000 Penalty: 2960.236084
	Iteration 26Q: 3 clusters Score -1150949 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1150968.875000 Penalty: 2960.236084
	Iteration 27Q: 3 clusters Score -1150969 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1151007.125000 Penalty: 2960.236084
	Iteration 28Q: 3 clusters Score -1151007 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1151047.125000 Penalty: 2960.236084
	Iteration 29Q: 3 clusters Score -1151047 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1151082.375000 Penalty: 2960.236084
	Iteration 30Q: 3 clusters Score -1151082 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1151122.500000 Penalty: 2960.236084
	Iteration 31Q: 3 clusters Score -1151122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1151163.375000 Penalty: 2960.236084
	Iteration 32Q: 3 clusters Score -1151163 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1151217.375000 Penalty: 2960.236084
	Iteration 33Q: 3 clusters Score -1151217 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1151265.875000 Penalty: 2960.236084
	Iteration 34Q: 3 clusters Score -1151266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1151306.750000 Penalty: 2960.236084
	Iteration 35Q: 3 clusters Score -1151307 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1151344.625000 Penalty: 2960.236084
	Iteration 36Q: 3 clusters Score -1151345 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1151376.500000 Penalty: 2960.236084
	Iteration 37Q: 3 clusters Score -1151376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1151403.875000 Penalty: 2960.236084
	Iteration 38Q: 3 clusters Score -1151404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1151439.750000 Penalty: 2960.236084
	Iteration 39Q: 3 clusters Score -1151440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1151463.625000 Penalty: 2960.236084
	Iteration 40F: 3 clusters Score -1151464 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1151492.125000 Penalty: 2960.236084
	Iteration 41Q: 3 clusters Score -1151492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1151517.000000 Penalty: 2960.236084
	Iteration 42Q: 3 clusters Score -1151517 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1151542.875000 Penalty: 2960.236084
	Iteration 43Q: 3 clusters Score -1151543 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1151562.125000 Penalty: 2960.236084
	Iteration 44Q: 3 clusters Score -1151562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1151578.125000 Penalty: 2960.236084
	Iteration 45Q: 3 clusters Score -1151578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1151598.625000 Penalty: 2960.236084
	Iteration 46Q: 3 clusters Score -1151599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1151614.625000 Penalty: 2960.236084
	Iteration 47Q: 3 clusters Score -1151615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1151631.750000 Penalty: 2960.236084
	Iteration 48Q: 3 clusters Score -1151632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1151646.125000 Penalty: 2960.236084
	Iteration 49Q: 3 clusters Score -1151646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1151664.625000 Penalty: 2960.236084
	Iteration 50Q: 3 clusters Score -1151665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1151682.875000 Penalty: 2960.236084
	Iteration 51Q: 3 clusters Score -1151683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1151700.000000 Penalty: 2960.236084
	Iteration 52Q: 3 clusters Score -1151700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1151709.375000 Penalty: 2960.236084
	Iteration 53Q: 3 clusters Score -1151709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1151715.000000 Penalty: 2960.236084
	Iteration 54Q: 3 clusters Score -1151715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1151725.000000 Penalty: 2960.236084
	Iteration 55Q: 3 clusters Score -1151725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1151730.375000 Penalty: 2960.236084
	Iteration 56Q: 3 clusters Score -1151730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1151733.000000 Penalty: 2960.236084
	Iteration 57Q: 3 clusters Score -1151733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1151737.875000 Penalty: 2960.236084
	Iteration 58Q: 3 clusters Score -1151738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1151745.250000 Penalty: 2960.236084
	Iteration 59Q: 3 clusters Score -1151745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1151749.750000 Penalty: 2960.236084
	Iteration 60F: 3 clusters Score -1151750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1151751.250000 Penalty: 2960.236084
	Iteration 61Q: 3 clusters Score -1151751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1151753.875000 Penalty: 2960.236084
	Iteration 62Q: 3 clusters Score -1151754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1151760.500000 Penalty: 2960.236084
	Iteration 63Q: 3 clusters Score -1151760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1151767.125000 Penalty: 2960.236084
	Iteration 64Q: 3 clusters Score -1151767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1151781.875000 Penalty: 2960.236084
	Iteration 65Q: 3 clusters Score -1151782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1151792.000000 Penalty: 2960.236084
	Iteration 66Q: 3 clusters Score -1151792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1151801.000000 Penalty: 2960.236084
	Iteration 67Q: 3 clusters Score -1151801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1151808.625000 Penalty: 2960.236084
	Iteration 68Q: 3 clusters Score -1151809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1151811.125000 Penalty: 2960.236084
	Iteration 69Q: 3 clusters Score -1151811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1151818.000000 Penalty: 2960.236084
	Iteration 70Q: 3 clusters Score -1151818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1151823.875000 Penalty: 2960.236084
	Iteration 71Q: 3 clusters Score -1151824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1151828.000000 Penalty: 2960.236084
	Iteration 72Q: 3 clusters Score -1151828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1151829.000000 Penalty: 2960.236084
	Iteration 73Q: 3 clusters Score -1151829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1151836.750000 Penalty: 2960.236084
	Iteration 74Q: 3 clusters Score -1151837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1151840.875000 Penalty: 2960.236084
	Iteration 75Q: 3 clusters Score -1151841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1151841.375000 Penalty: 2960.236084
	Iteration 76Q: 3 clusters Score -1151841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1151845.125000 Penalty: 2960.236084
	Iteration 77Q: 3 clusters Score -1151845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1151847.250000 Penalty: 2960.236084
	Iteration 78Q: 3 clusters Score -1151847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1151846.750000 Penalty: 2960.236084
	Iteration 79Q: 3 clusters Score -1151847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1151848.000000 Penalty: 2960.236084
	Iteration 80F: 3 clusters Score -1151848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1151847.500000 Penalty: 2960.236084
	Iteration 81Q: 3 clusters Score -1151848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1151847.500000 Penalty: 2960.236084
	Iteration 82F: 3 clusters Score -1151848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Entering Unmasked Estep 
Score: -867153.937500 Penalty: 1438.511597
	Iteration 0F: 2 clusters Score -867153.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -861887.250000 Penalty: 2877.023193
	Iteration 0F: 3 clusters Score -861887.2 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -863520.875000 Penalty: 2877.023193
	Iteration 1F: 3 clusters Score -863520.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -863960.500000 Penalty: 2877.023193
	Iteration 2F: 3 clusters Score -863960.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -864339.125000 Penalty: 2877.023193
	Iteration 3F: 3 clusters Score -864339.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -864695.750000 Penalty: 2877.023193
	Iteration 4F: 3 clusters Score -864695.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -865045.875000 Penalty: 2877.023193
	Iteration 5F: 3 clusters Score -865045.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -865371.375000 Penalty: 2877.023193
	Iteration 6F: 3 clusters Score -865371.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -865663.312500 Penalty: 2877.023193
	Iteration 7F: 3 clusters Score -865663.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -865916.125000 Penalty: 2877.023193
	Iteration 8Q: 3 clusters Score -865916.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -866107.625000 Penalty: 2877.023193
	Iteration 9Q: 3 clusters Score -866107.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -866221.687500 Penalty: 2877.023193
	Iteration 10Q: 3 clusters Score -866221.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -866312.125000 Penalty: 2877.023193
	Iteration 11Q: 3 clusters Score -866312.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -866386.500000 Penalty: 2877.023193
	Iteration 12Q: 3 clusters Score -866386.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -866434.875000 Penalty: 2877.023193
	Iteration 13Q: 3 clusters Score -866434.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -866456.000000 Penalty: 2877.023193
	Iteration 14Q: 3 clusters Score -866456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -866465.375000 Penalty: 2877.023193
	Iteration 15Q: 3 clusters Score -866465.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -866477.000000 Penalty: 2877.023193
	Iteration 16Q: 3 clusters Score -866477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -866479.500000 Penalty: 2877.023193
	Iteration 17Q: 3 clusters Score -866479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -866483.625000 Penalty: 2877.023193
	Iteration 18Q: 3 clusters Score -866483.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -866490.250000 Penalty: 2877.023193
	Iteration 19Q: 3 clusters Score -866490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -866494.687500 Penalty: 2877.023193
	Iteration 20F: 3 clusters Score -866494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -866498.000000 Penalty: 2877.023193
	Iteration 21Q: 3 clusters Score -866498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -866497.375000 Penalty: 2877.023193
	Iteration 22Q: 3 clusters Score -866497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -866497.375000 Penalty: 2877.023193
	Iteration 23F: 3 clusters Score -866497.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (90054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90054 members 
Entering Unmasked Estep 
Score: -11582698.000000 Penalty: 1853.826782
	Iteration 0F: 2 clusters Score -1.15827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -11524165.000000 Penalty: 3707.653564
	Iteration 0F: 3 clusters Score -1.152416e+07 nChanged 43092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -11548956.000000 Penalty: 3707.653564
	Iteration 1F: 3 clusters Score -1.154896e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -11549722.000000 Penalty: 3707.653564
	Iteration 2Q: 3 clusters Score -1.154972e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -11550640.000000 Penalty: 3707.653564
	Iteration 3Q: 3 clusters Score -1.155064e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -11551926.000000 Penalty: 3707.653564
	Iteration 4Q: 3 clusters Score -1.155193e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -11553912.000000 Penalty: 3707.653564
	Iteration 5Q: 3 clusters Score -1.155391e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -11556902.000000 Penalty: 3707.653564
	Iteration 6F: 3 clusters Score -1.15569e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -11560996.000000 Penalty: 3707.653564
	Iteration 7F: 3 clusters Score -1.1561e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -11565291.000000 Penalty: 3707.653564
	Iteration 8F: 3 clusters Score -1.156529e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -11568341.000000 Penalty: 3707.653564
	Iteration 9F: 3 clusters Score -1.156834e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -11569770.000000 Penalty: 3707.653564
	Iteration 10Q: 3 clusters Score -1.156977e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -11570296.000000 Penalty: 3707.653564
	Iteration 11Q: 3 clusters Score -1.15703e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -11570758.000000 Penalty: 3707.653564
	Iteration 12Q: 3 clusters Score -1.157076e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -11571107.000000 Penalty: 3707.653564
	Iteration 13Q: 3 clusters Score -1.157111e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -11571525.000000 Penalty: 3707.653564
	Iteration 14Q: 3 clusters Score -1.157152e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -11571876.000000 Penalty: 3707.653564
	Iteration 15Q: 3 clusters Score -1.157188e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -11572283.000000 Penalty: 3707.653564
	Iteration 16Q: 3 clusters Score -1.157228e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -11572630.000000 Penalty: 3707.653564
	Iteration 17Q: 3 clusters Score -1.157263e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -11573026.000000 Penalty: 3707.653564
	Iteration 18Q: 3 clusters Score -1.157303e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -11573429.000000 Penalty: 3707.653564
	Iteration 19Q: 3 clusters Score -1.157343e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -11573888.000000 Penalty: 3707.653564
	Iteration 20F: 3 clusters Score -1.157389e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -11574303.000000 Penalty: 3707.653564
	Iteration 21Q: 3 clusters Score -1.15743e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -11574669.000000 Penalty: 3707.653564
	Iteration 22Q: 3 clusters Score -1.157467e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -11575091.000000 Penalty: 3707.653564
	Iteration 23Q: 3 clusters Score -1.157509e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -11575510.000000 Penalty: 3707.653564
	Iteration 24Q: 3 clusters Score -1.157551e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -11575956.000000 Penalty: 3707.653564
	Iteration 25Q: 3 clusters Score -1.157596e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -11576444.000000 Penalty: 3707.653564
	Iteration 26Q: 3 clusters Score -1.157644e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -11576975.000000 Penalty: 3707.653564
	Iteration 27Q: 3 clusters Score -1.157698e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -11577442.000000 Penalty: 3707.653564
	Iteration 28Q: 3 clusters Score -1.157744e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -11577917.000000 Penalty: 3707.653564
	Iteration 29Q: 3 clusters Score -1.157792e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -11578285.000000 Penalty: 3707.653564
	Iteration 30Q: 3 clusters Score -1.157828e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -11578736.000000 Penalty: 3707.653564
	Iteration 31Q: 3 clusters Score -1.157874e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -11579069.000000 Penalty: 3707.653564
	Iteration 32Q: 3 clusters Score -1.157907e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -11579453.000000 Penalty: 3707.653564
	Iteration 33Q: 3 clusters Score -1.157945e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -11579722.000000 Penalty: 3707.653564
	Iteration 34Q: 3 clusters Score -1.157972e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -11579962.000000 Penalty: 3707.653564
	Iteration 35Q: 3 clusters Score -1.157996e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -11580216.000000 Penalty: 3707.653564
	Iteration 36Q: 3 clusters Score -1.158022e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -11580399.000000 Penalty: 3707.653564
	Iteration 37Q: 3 clusters Score -1.15804e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -11580535.000000 Penalty: 3707.653564
	Iteration 38Q: 3 clusters Score -1.158054e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -11580629.000000 Penalty: 3707.653564
	Iteration 39Q: 3 clusters Score -1.158063e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11580710.000000 Penalty: 3707.653564
	Iteration 40F: 3 clusters Score -1.158071e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11580737.000000 Penalty: 3707.653564
	Iteration 41Q: 3 clusters Score -1.158074e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11580778.000000 Penalty: 3707.653564
	Iteration 42Q: 3 clusters Score -1.158078e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11580816.000000 Penalty: 3707.653564
	Iteration 43Q: 3 clusters Score -1.158082e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11580838.000000 Penalty: 3707.653564
	Iteration 44Q: 3 clusters Score -1.158084e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11580867.000000 Penalty: 3707.653564
	Iteration 45Q: 3 clusters Score -1.158087e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11580892.000000 Penalty: 3707.653564
	Iteration 46Q: 3 clusters Score -1.158089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11580895.000000 Penalty: 3707.653564
	Iteration 47Q: 3 clusters Score -1.15809e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11580925.000000 Penalty: 3707.653564
	Iteration 48Q: 3 clusters Score -1.158092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11580945.000000 Penalty: 3707.653564
	Iteration 49Q: 3 clusters Score -1.158094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -11580962.000000 Penalty: 3707.653564
	Iteration 50Q: 3 clusters Score -1.158096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11580954.000000 Penalty: 3707.653564
	Iteration 51Q: 3 clusters Score -1.158095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11580973.000000 Penalty: 3707.653564
	Iteration 52Q: 3 clusters Score -1.158097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11580974.000000 Penalty: 3707.653564
	Iteration 53Q: 3 clusters Score -1.158097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11580984.000000 Penalty: 3707.653564
	Iteration 54Q: 3 clusters Score -1.158098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11580979.000000 Penalty: 3707.653564
	Iteration 55Q: 3 clusters Score -1.158098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11581001.000000 Penalty: 3707.653564
	Iteration 56Q: 3 clusters Score -1.1581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -11581008.000000 Penalty: 3707.653564
	Iteration 57Q: 3 clusters Score -1.158101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11581021.000000 Penalty: 3707.653564
	Iteration 58Q: 3 clusters Score -1.158102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11581033.000000 Penalty: 3707.653564
	Iteration 59Q: 3 clusters Score -1.158103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11581059.000000 Penalty: 3707.653564
	Iteration 60F: 3 clusters Score -1.158106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -11581060.000000 Penalty: 3707.653564
	Iteration 61Q: 3 clusters Score -1.158106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11581050.000000 Penalty: 3707.653564
	Iteration 62Q: 3 clusters Score -1.158105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11581064.000000 Penalty: 3707.653564
	Iteration 63Q: 3 clusters Score -1.158106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11581083.000000 Penalty: 3707.653564
	Iteration 64Q: 3 clusters Score -1.158108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11581095.000000 Penalty: 3707.653564
	Iteration 65Q: 3 clusters Score -1.15811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11581090.000000 Penalty: 3707.653564
	Iteration 66Q: 3 clusters Score -1.158109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89126 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11581088.000000 Penalty: 3707.653564
	Iteration 67Q: 3 clusters Score -1.158109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89130 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -11581101.000000 Penalty: 3707.653564
	Iteration 68Q: 3 clusters Score -1.15811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11581099.000000 Penalty: 3707.653564
	Iteration 69Q: 3 clusters Score -1.15811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11581104.000000 Penalty: 3707.653564
	Iteration 70Q: 3 clusters Score -1.15811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11581113.000000 Penalty: 3707.653564
	Iteration 71Q: 3 clusters Score -1.158111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11581123.000000 Penalty: 3707.653564
	Iteration 72Q: 3 clusters Score -1.158112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11581127.000000 Penalty: 3707.653564
	Iteration 73Q: 3 clusters Score -1.158113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11581126.000000 Penalty: 3707.653564
	Iteration 74Q: 3 clusters Score -1.158113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11581126.000000 Penalty: 3707.653564
	Iteration 75Q: 3 clusters Score -1.158113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11581126.000000 Penalty: 3707.653564
	Iteration 76F: 3 clusters Score -1.158113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (103067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103067 members 
Entering Unmasked Estep 
Score: -13233671.000000 Penalty: 1875.759399
	Iteration 0F: 2 clusters Score -1.323367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -13168374.000000 Penalty: 3751.518799
	Iteration 0F: 3 clusters Score -1.316837e+07 nChanged 49342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -13197038.000000 Penalty: 3751.518799
	Iteration 1F: 3 clusters Score -1.319704e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -13197859.000000 Penalty: 3751.518799
	Iteration 2Q: 3 clusters Score -1.319786e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -13199060.000000 Penalty: 3751.518799
	Iteration 3Q: 3 clusters Score -1.319906e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -13201143.000000 Penalty: 3751.518799
	Iteration 4Q: 3 clusters Score -1.320114e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -13204230.000000 Penalty: 3751.518799
	Iteration 5F: 3 clusters Score -1.320423e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -13208841.000000 Penalty: 3751.518799
	Iteration 6F: 3 clusters Score -1.320884e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -13214569.000000 Penalty: 3751.518799
	Iteration 7F: 3 clusters Score -1.321457e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 86769 members 
Entering Unmasked Estep 
Score: -13220636.000000 Penalty: 3751.518799
	Iteration 8F: 3 clusters Score -1.322064e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -13225729.000000 Penalty: 3751.518799
	Iteration 9F: 3 clusters Score -1.322573e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 96918 members 
Entering Unmasked Estep 
Score: -13228987.000000 Penalty: 3751.518799
	Iteration 10Q: 3 clusters Score -1.322899e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
Score: -13230600.000000 Penalty: 3751.518799
	Iteration 11Q: 3 clusters Score -1.32306e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -13231471.000000 Penalty: 3751.518799
	Iteration 12Q: 3 clusters Score -1.323147e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 101401 members 
Entering Unmasked Estep 
Score: -13231923.000000 Penalty: 3751.518799
	Iteration 13Q: 3 clusters Score -1.323192e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -13232142.000000 Penalty: 3751.518799
	Iteration 14Q: 3 clusters Score -1.323214e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -13232202.000000 Penalty: 3751.518799
	Iteration 15Q: 3 clusters Score -1.32322e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102259 members 
Entering Unmasked Estep 
Score: -13232238.000000 Penalty: 3751.518799
	Iteration 16Q: 3 clusters Score -1.323224e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -13232261.000000 Penalty: 3751.518799
	Iteration 17Q: 3 clusters Score -1.323226e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -13232295.000000 Penalty: 3751.518799
	Iteration 18Q: 3 clusters Score -1.32323e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -13232334.000000 Penalty: 3751.518799
	Iteration 19Q: 3 clusters Score -1.323233e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -13232326.000000 Penalty: 3751.518799
	Iteration 20F: 3 clusters Score -1.323233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 102567 members 
Entering Unmasked Estep 
Score: -13232345.000000 Penalty: 3751.518799
	Iteration 21Q: 3 clusters Score -1.323234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 102584 members 
Entering Unmasked Estep 
Score: -13232347.000000 Penalty: 3751.518799
	Iteration 22Q: 3 clusters Score -1.323235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 102598 members 
Entering Unmasked Estep 
Score: -13232353.000000 Penalty: 3751.518799
	Iteration 23Q: 3 clusters Score -1.323235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 102610 members 
Entering Unmasked Estep 
Score: -13232353.000000 Penalty: 3751.518799
	Iteration 24Q: 3 clusters Score -1.323235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -13232375.000000 Penalty: 3751.518799
	Iteration 25Q: 3 clusters Score -1.323238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -13232385.000000 Penalty: 3751.518799
	Iteration 26Q: 3 clusters Score -1.323238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -13232388.000000 Penalty: 3751.518799
	Iteration 27Q: 3 clusters Score -1.323239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -13232373.000000 Penalty: 3751.518799
	Iteration 28Q: 3 clusters Score -1.323237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 102655 members 
Entering Unmasked Estep 
Score: -13232383.000000 Penalty: 3751.518799
	Iteration 29Q: 3 clusters Score -1.323238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 102656 members 
Entering Unmasked Estep 
Score: -13232388.000000 Penalty: 3751.518799
	Iteration 30Q: 3 clusters Score -1.323239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -13232374.000000 Penalty: 3751.518799
	Iteration 31Q: 3 clusters Score -1.323237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -13232374.000000 Penalty: 3751.518799
	Iteration 32Q: 3 clusters Score -1.323237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -13232377.000000 Penalty: 3751.518799
	Iteration 33Q: 3 clusters Score -1.323238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -13232377.000000 Penalty: 3751.518799
	Iteration 34F: 3 clusters Score -1.323238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30105.935547 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30105.94 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 146 members 
Entering Unmasked Estep 
Score: -29246.886719 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29246.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29393.880859 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29393.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29466.439453 Penalty: 1835.916626
	Iteration 2F: 3 clusters Score -29466.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29507.171875 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -29507.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29521.865234 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29521.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29543.216797 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29543.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29579.533203 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -29579.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29596.023438 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -29596.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29606.613281 Penalty: 1835.916626
	Iteration 8Q: 3 clusters Score -29606.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29607.548828 Penalty: 1835.916626
	Iteration 9Q: 3 clusters Score -29607.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29607.548828 Penalty: 1835.916626
	Iteration 10F: 3 clusters Score -29607.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -19161.929688 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -19161.93 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: -18535.968750 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -18535.97 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19047.859375 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -19047.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19348.283203 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -19348.28 nChanged 12
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: -19469.656250 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -19469.66 nChanged 5
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: -19503.269531 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -19503.27 nChanged 2
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: -19514.080078 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -19514.08 nChanged 0
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: -19514.080078 Penalty: 1863.335938
	Iteration 6F: 3 clusters Score -19514.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 19858 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 65926 members 
Mstep: Class 6 contains 9723 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83635 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 62517 members 
Mstep: Class 11 contains 9031 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 90054 members 
Mstep: Class 14 contains 103067 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4392 members 
Mstep: Class 19 contains 18273 members 
Mstep: Class 20 contains 18542 members 
Mstep: Class 21 contains 103 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
Score: -69515392.000000 Penalty: 49411.886719
Splitting cluster 16 changes total score from -69515832.000000 to -69515392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -29734.041016 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -29734.04 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 164 members 
Entering Unmasked Estep 
Score: -28894.818359 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -28894.82 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29019.179688 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -29019.18 nChanged 25
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: -29099.998047 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -29100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29147.248047 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -29147.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29179.058594 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -29179.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29183.652344 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -29183.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29187.654297 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -29187.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29191.080078 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -29191.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29191.080078 Penalty: 1871.643066
	Iteration 8F: 3 clusters Score -29191.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -539910.375000 Penalty: 1362.975220
	Iteration 0F: 2 clusters Score -539910.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -536279.375000 Penalty: 2725.950439
	Iteration 0F: 3 clusters Score -536279.4 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -537222.875000 Penalty: 2725.950439
	Iteration 1F: 3 clusters Score -537222.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -537405.375000 Penalty: 2725.950439
	Iteration 2F: 3 clusters Score -537405.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -537556.250000 Penalty: 2725.950439
	Iteration 3F: 3 clusters Score -537556.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -537687.687500 Penalty: 2725.950439
	Iteration 4F: 3 clusters Score -537687.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -537799.937500 Penalty: 2725.950439
	Iteration 5Q: 3 clusters Score -537799.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -537887.250000 Penalty: 2725.950439
	Iteration 6Q: 3 clusters Score -537887.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -537953.375000 Penalty: 2725.950439
	Iteration 7Q: 3 clusters Score -537953.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -538000.375000 Penalty: 2725.950439
	Iteration 8Q: 3 clusters Score -538000.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -538033.000000 Penalty: 2725.950439
	Iteration 9Q: 3 clusters Score -538033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -538057.562500 Penalty: 2725.950439
	Iteration 10Q: 3 clusters Score -538057.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -538076.437500 Penalty: 2725.950439
	Iteration 11Q: 3 clusters Score -538076.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -538102.500000 Penalty: 2725.950439
	Iteration 12Q: 3 clusters Score -538102.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -538128.187500 Penalty: 2725.950439
	Iteration 13Q: 3 clusters Score -538128.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -538147.000000 Penalty: 2725.950439
	Iteration 14Q: 3 clusters Score -538147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -538165.437500 Penalty: 2725.950439
	Iteration 15Q: 3 clusters Score -538165.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -538183.250000 Penalty: 2725.950439
	Iteration 16Q: 3 clusters Score -538183.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -538206.750000 Penalty: 2725.950439
	Iteration 17Q: 3 clusters Score -538206.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -538228.000000 Penalty: 2725.950439
	Iteration 18Q: 3 clusters Score -538228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -538254.500000 Penalty: 2725.950439
	Iteration 19Q: 3 clusters Score -538254.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -538284.500000 Penalty: 2725.950439
	Iteration 20F: 3 clusters Score -538284.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -538313.875000 Penalty: 2725.950439
	Iteration 21Q: 3 clusters Score -538313.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -538342.000000 Penalty: 2725.950439
	Iteration 22Q: 3 clusters Score -538342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -538379.000000 Penalty: 2725.950439
	Iteration 23Q: 3 clusters Score -538379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -538413.062500 Penalty: 2725.950439
	Iteration 24Q: 3 clusters Score -538413.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -538446.187500 Penalty: 2725.950439
	Iteration 25Q: 3 clusters Score -538446.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -538471.500000 Penalty: 2725.950439
	Iteration 26Q: 3 clusters Score -538471.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -538497.250000 Penalty: 2725.950439
	Iteration 27Q: 3 clusters Score -538497.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -538515.812500 Penalty: 2725.950439
	Iteration 28Q: 3 clusters Score -538515.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -538532.250000 Penalty: 2725.950439
	Iteration 29Q: 3 clusters Score -538532.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -538548.125000 Penalty: 2725.950439
	Iteration 30Q: 3 clusters Score -538548.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -538556.687500 Penalty: 2725.950439
	Iteration 31Q: 3 clusters Score -538556.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -538569.437500 Penalty: 2725.950439
	Iteration 32Q: 3 clusters Score -538569.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -538581.625000 Penalty: 2725.950439
	Iteration 33Q: 3 clusters Score -538581.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -538595.000000 Penalty: 2725.950439
	Iteration 34Q: 3 clusters Score -538595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -538613.437500 Penalty: 2725.950439
	Iteration 35Q: 3 clusters Score -538613.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -538622.562500 Penalty: 2725.950439
	Iteration 36Q: 3 clusters Score -538622.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -538630.750000 Penalty: 2725.950439
	Iteration 37Q: 3 clusters Score -538630.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -538636.500000 Penalty: 2725.950439
	Iteration 38Q: 3 clusters Score -538636.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -538641.875000 Penalty: 2725.950439
	Iteration 39Q: 3 clusters Score -538641.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -538646.500000 Penalty: 2725.950439
	Iteration 40F: 3 clusters Score -538646.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -538650.062500 Penalty: 2725.950439
	Iteration 41Q: 3 clusters Score -538650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -538654.375000 Penalty: 2725.950439
	Iteration 42Q: 3 clusters Score -538654.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -538657.937500 Penalty: 2725.950439
	Iteration 43Q: 3 clusters Score -538657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -538664.312500 Penalty: 2725.950439
	Iteration 44Q: 3 clusters Score -538664.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -538668.875000 Penalty: 2725.950439
	Iteration 45Q: 3 clusters Score -538668.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -538672.937500 Penalty: 2725.950439
	Iteration 46Q: 3 clusters Score -538672.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -538676.750000 Penalty: 2725.950439
	Iteration 47Q: 3 clusters Score -538676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -538678.750000 Penalty: 2725.950439
	Iteration 48Q: 3 clusters Score -538678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -538680.000000 Penalty: 2725.950439
	Iteration 49Q: 3 clusters Score -538680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -538680.812500 Penalty: 2725.950439
	Iteration 50Q: 3 clusters Score -538680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -538683.125000 Penalty: 2725.950439
	Iteration 51Q: 3 clusters Score -538683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -538685.312500 Penalty: 2725.950439
	Iteration 52Q: 3 clusters Score -538685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -538689.625000 Penalty: 2725.950439
	Iteration 53Q: 3 clusters Score -538689.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -538691.000000 Penalty: 2725.950439
	Iteration 54Q: 3 clusters Score -538691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -538693.750000 Penalty: 2725.950439
	Iteration 55Q: 3 clusters Score -538693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -538696.312500 Penalty: 2725.950439
	Iteration 56Q: 3 clusters Score -538696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -538699.375000 Penalty: 2725.950439
	Iteration 57Q: 3 clusters Score -538699.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -538700.875000 Penalty: 2725.950439
	Iteration 58Q: 3 clusters Score -538700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -538703.937500 Penalty: 2725.950439
	Iteration 59Q: 3 clusters Score -538703.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -538707.125000 Penalty: 2725.950439
	Iteration 60F: 3 clusters Score -538707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -538708.750000 Penalty: 2725.950439
	Iteration 61Q: 3 clusters Score -538708.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -538711.625000 Penalty: 2725.950439
	Iteration 62Q: 3 clusters Score -538711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -538715.187500 Penalty: 2725.950439
	Iteration 63Q: 3 clusters Score -538715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -538718.437500 Penalty: 2725.950439
	Iteration 64Q: 3 clusters Score -538718.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -538721.250000 Penalty: 2725.950439
	Iteration 65Q: 3 clusters Score -538721.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -538723.125000 Penalty: 2725.950439
	Iteration 66Q: 3 clusters Score -538723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -538725.625000 Penalty: 2725.950439
	Iteration 67Q: 3 clusters Score -538725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -538726.750000 Penalty: 2725.950439
	Iteration 68Q: 3 clusters Score -538726.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -538728.750000 Penalty: 2725.950439
	Iteration 69Q: 3 clusters Score -538728.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -538731.062500 Penalty: 2725.950439
	Iteration 70Q: 3 clusters Score -538731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -538732.750000 Penalty: 2725.950439
	Iteration 71Q: 3 clusters Score -538732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -538734.750000 Penalty: 2725.950439
	Iteration 72Q: 3 clusters Score -538734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -538735.125000 Penalty: 2725.950439
	Iteration 73Q: 3 clusters Score -538735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -538735.625000 Penalty: 2725.950439
	Iteration 74Q: 3 clusters Score -538735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -538735.625000 Penalty: 2725.950439
	Iteration 75F: 3 clusters Score -538735.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Entering Unmasked Estep 
Score: -2369763.000000 Penalty: 1594.641724
	Iteration 0F: 2 clusters Score -2369763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2357313.500000 Penalty: 3189.283447
	Iteration 0F: 3 clusters Score -2357314 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2361854.750000 Penalty: 3189.283447
	Iteration 1F: 3 clusters Score -2361855 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2362195.750000 Penalty: 3189.283447
	Iteration 2F: 3 clusters Score -2362196 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2362522.500000 Penalty: 3189.283447
	Iteration 3Q: 3 clusters Score -2362522 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2362822.000000 Penalty: 3189.283447
	Iteration 4Q: 3 clusters Score -2362822 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2363153.250000 Penalty: 3189.283447
	Iteration 5Q: 3 clusters Score -2363153 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2363572.250000 Penalty: 3189.283447
	Iteration 6Q: 3 clusters Score -2363572 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2364113.500000 Penalty: 3189.283447
	Iteration 7Q: 3 clusters Score -2364114 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2364763.000000 Penalty: 3189.283447
	Iteration 8F: 3 clusters Score -2364763 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2365468.750000 Penalty: 3189.283447
	Iteration 9F: 3 clusters Score -2365469 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2365958.750000 Penalty: 3189.283447
	Iteration 10Q: 3 clusters Score -2365959 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2366188.750000 Penalty: 3189.283447
	Iteration 11Q: 3 clusters Score -2366189 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2366282.000000 Penalty: 3189.283447
	Iteration 12Q: 3 clusters Score -2366282 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2366333.250000 Penalty: 3189.283447
	Iteration 13Q: 3 clusters Score -2366333 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2366381.000000 Penalty: 3189.283447
	Iteration 14Q: 3 clusters Score -2366381 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2366419.250000 Penalty: 3189.283447
	Iteration 15Q: 3 clusters Score -2366419 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2366450.000000 Penalty: 3189.283447
	Iteration 16Q: 3 clusters Score -2366450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2366463.000000 Penalty: 3189.283447
	Iteration 17Q: 3 clusters Score -2366463 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2366479.000000 Penalty: 3189.283447
	Iteration 18Q: 3 clusters Score -2366479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2366505.250000 Penalty: 3189.283447
	Iteration 19Q: 3 clusters Score -2366505 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2366520.000000 Penalty: 3189.283447
	Iteration 20F: 3 clusters Score -2366520 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2366559.250000 Penalty: 3189.283447
	Iteration 21Q: 3 clusters Score -2366559 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2366587.250000 Penalty: 3189.283447
	Iteration 22Q: 3 clusters Score -2366587 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2366612.500000 Penalty: 3189.283447
	Iteration 23Q: 3 clusters Score -2366612 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2366640.750000 Penalty: 3189.283447
	Iteration 24Q: 3 clusters Score -2366641 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2366670.000000 Penalty: 3189.283447
	Iteration 25Q: 3 clusters Score -2366670 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2366697.500000 Penalty: 3189.283447
	Iteration 26Q: 3 clusters Score -2366698 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2366711.000000 Penalty: 3189.283447
	Iteration 27Q: 3 clusters Score -2366711 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2366736.000000 Penalty: 3189.283447
	Iteration 28Q: 3 clusters Score -2366736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2366749.500000 Penalty: 3189.283447
	Iteration 29Q: 3 clusters Score -2366750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2366761.000000 Penalty: 3189.283447
	Iteration 30Q: 3 clusters Score -2366761 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2366782.500000 Penalty: 3189.283447
	Iteration 31Q: 3 clusters Score -2366782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2366796.000000 Penalty: 3189.283447
	Iteration 32Q: 3 clusters Score -2366796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2366807.000000 Penalty: 3189.283447
	Iteration 33Q: 3 clusters Score -2366807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2366810.250000 Penalty: 3189.283447
	Iteration 34Q: 3 clusters Score -2366810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2366815.000000 Penalty: 3189.283447
	Iteration 35Q: 3 clusters Score -2366815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2366817.000000 Penalty: 3189.283447
	Iteration 36Q: 3 clusters Score -2366817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2366827.500000 Penalty: 3189.283447
	Iteration 37Q: 3 clusters Score -2366828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2366828.000000 Penalty: 3189.283447
	Iteration 38Q: 3 clusters Score -2366828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2366826.750000 Penalty: 3189.283447
	Iteration 39Q: 3 clusters Score -2366827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2366828.000000 Penalty: 3189.283447
	Iteration 40F: 3 clusters Score -2366828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2366819.500000 Penalty: 3189.283447
	Iteration 41Q: 3 clusters Score -2366820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2366828.750000 Penalty: 3189.283447
	Iteration 42Q: 3 clusters Score -2366829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2366831.500000 Penalty: 3189.283447
	Iteration 43Q: 3 clusters Score -2366832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2366832.000000 Penalty: 3189.283447
	Iteration 44Q: 3 clusters Score -2366832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2366834.500000 Penalty: 3189.283447
	Iteration 45Q: 3 clusters Score -2366834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2366838.000000 Penalty: 3189.283447
	Iteration 46Q: 3 clusters Score -2366838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2366844.000000 Penalty: 3189.283447
	Iteration 47Q: 3 clusters Score -2366844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2366842.750000 Penalty: 3189.283447
	Iteration 48Q: 3 clusters Score -2366843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2366845.000000 Penalty: 3189.283447
	Iteration 49Q: 3 clusters Score -2366845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2366847.500000 Penalty: 3189.283447
	Iteration 50Q: 3 clusters Score -2366848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2366844.250000 Penalty: 3189.283447
	Iteration 51Q: 3 clusters Score -2366844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2366841.000000 Penalty: 3189.283447
	Iteration 52Q: 3 clusters Score -2366841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2366838.000000 Penalty: 3189.283447
	Iteration 53Q: 3 clusters Score -2366838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2366840.000000 Penalty: 3189.283447
	Iteration 54Q: 3 clusters Score -2366840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2366838.000000 Penalty: 3189.283447
	Iteration 55Q: 3 clusters Score -2366838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2366840.250000 Penalty: 3189.283447
	Iteration 56Q: 3 clusters Score -2366840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2366842.750000 Penalty: 3189.283447
	Iteration 57Q: 3 clusters Score -2366843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2366842.750000 Penalty: 3189.283447
	Iteration 58Q: 3 clusters Score -2366843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2366845.500000 Penalty: 3189.283447
	Iteration 59Q: 3 clusters Score -2366846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2366843.000000 Penalty: 3189.283447
	Iteration 60F: 3 clusters Score -2366843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2366840.750000 Penalty: 3189.283447
	Iteration 61Q: 3 clusters Score -2366841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2366847.000000 Penalty: 3189.283447
	Iteration 62Q: 3 clusters Score -2366847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2366844.250000 Penalty: 3189.283447
	Iteration 63Q: 3 clusters Score -2366844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2366842.750000 Penalty: 3189.283447
	Iteration 64Q: 3 clusters Score -2366843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2366848.000000 Penalty: 3189.283447
	Iteration 65Q: 3 clusters Score -2366848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2366844.250000 Penalty: 3189.283447
	Iteration 66Q: 3 clusters Score -2366844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2366849.750000 Penalty: 3189.283447
	Iteration 67Q: 3 clusters Score -2366850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2366849.750000 Penalty: 3189.283447
	Iteration 68Q: 3 clusters Score -2366850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2366848.250000 Penalty: 3189.283447
	Iteration 69Q: 3 clusters Score -2366848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2366850.500000 Penalty: 3189.283447
	Iteration 70Q: 3 clusters Score -2366850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2366848.750000 Penalty: 3189.283447
	Iteration 71Q: 3 clusters Score -2366849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2366849.750000 Penalty: 3189.283447
	Iteration 72Q: 3 clusters Score -2366850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2366849.500000 Penalty: 3189.283447
	Iteration 73Q: 3 clusters Score -2366850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2366849.500000 Penalty: 3189.283447
	Iteration 74F: 3 clusters Score -2366850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Entering Unmasked Estep 
Score: -2384429.500000 Penalty: 1597.016479
	Iteration 0F: 2 clusters Score -2384430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2371764.750000 Penalty: 3194.032959
	Iteration 0F: 3 clusters Score -2371765 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2376280.500000 Penalty: 3194.032959
	Iteration 1F: 3 clusters Score -2376280 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2376751.750000 Penalty: 3194.032959
	Iteration 2F: 3 clusters Score -2376752 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2377253.500000 Penalty: 3194.032959
	Iteration 3F: 3 clusters Score -2377254 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2377889.250000 Penalty: 3194.032959
	Iteration 4F: 3 clusters Score -2377889 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2378738.000000 Penalty: 3194.032959
	Iteration 5F: 3 clusters Score -2378738 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2379956.000000 Penalty: 3194.032959
	Iteration 6F: 3 clusters Score -2379956 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2381213.000000 Penalty: 3194.032959
	Iteration 7F: 3 clusters Score -2381213 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2382124.250000 Penalty: 3194.032959
	Iteration 8F: 3 clusters Score -2382124 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2382527.500000 Penalty: 3194.032959
	Iteration 9Q: 3 clusters Score -2382528 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2382689.000000 Penalty: 3194.032959
	Iteration 10Q: 3 clusters Score -2382689 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2382772.250000 Penalty: 3194.032959
	Iteration 11Q: 3 clusters Score -2382772 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2382863.500000 Penalty: 3194.032959
	Iteration 12Q: 3 clusters Score -2382864 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2382942.500000 Penalty: 3194.032959
	Iteration 13Q: 3 clusters Score -2382942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2383007.500000 Penalty: 3194.032959
	Iteration 14Q: 3 clusters Score -2383008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2383049.500000 Penalty: 3194.032959
	Iteration 15Q: 3 clusters Score -2383050 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2383080.000000 Penalty: 3194.032959
	Iteration 16Q: 3 clusters Score -2383080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2383111.500000 Penalty: 3194.032959
	Iteration 17Q: 3 clusters Score -2383112 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2383149.250000 Penalty: 3194.032959
	Iteration 18Q: 3 clusters Score -2383149 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2383159.750000 Penalty: 3194.032959
	Iteration 19Q: 3 clusters Score -2383160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2383180.250000 Penalty: 3194.032959
	Iteration 20F: 3 clusters Score -2383180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2383194.750000 Penalty: 3194.032959
	Iteration 21Q: 3 clusters Score -2383195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2383195.250000 Penalty: 3194.032959
	Iteration 22Q: 3 clusters Score -2383195 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2383207.750000 Penalty: 3194.032959
	Iteration 23Q: 3 clusters Score -2383208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2383210.500000 Penalty: 3194.032959
	Iteration 24Q: 3 clusters Score -2383210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2383222.250000 Penalty: 3194.032959
	Iteration 25Q: 3 clusters Score -2383222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2383225.750000 Penalty: 3194.032959
	Iteration 26Q: 3 clusters Score -2383226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2383238.500000 Penalty: 3194.032959
	Iteration 27Q: 3 clusters Score -2383238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2383235.250000 Penalty: 3194.032959
	Iteration 28Q: 3 clusters Score -2383235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2383242.750000 Penalty: 3194.032959
	Iteration 29Q: 3 clusters Score -2383243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2383251.000000 Penalty: 3194.032959
	Iteration 30Q: 3 clusters Score -2383251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2383258.750000 Penalty: 3194.032959
	Iteration 31Q: 3 clusters Score -2383259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2383260.250000 Penalty: 3194.032959
	Iteration 32Q: 3 clusters Score -2383260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2383261.750000 Penalty: 3194.032959
	Iteration 33Q: 3 clusters Score -2383262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2383259.250000 Penalty: 3194.032959
	Iteration 34Q: 3 clusters Score -2383259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2383267.250000 Penalty: 3194.032959
	Iteration 35Q: 3 clusters Score -2383267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2383269.750000 Penalty: 3194.032959
	Iteration 36Q: 3 clusters Score -2383270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2383276.750000 Penalty: 3194.032959
	Iteration 37Q: 3 clusters Score -2383277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2383280.750000 Penalty: 3194.032959
	Iteration 38Q: 3 clusters Score -2383281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2383285.250000 Penalty: 3194.032959
	Iteration 39Q: 3 clusters Score -2383285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2383290.750000 Penalty: 3194.032959
	Iteration 40F: 3 clusters Score -2383291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2383290.250000 Penalty: 3194.032959
	Iteration 41Q: 3 clusters Score -2383290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2383292.250000 Penalty: 3194.032959
	Iteration 42Q: 3 clusters Score -2383292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2383298.750000 Penalty: 3194.032959
	Iteration 43Q: 3 clusters Score -2383299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2383306.250000 Penalty: 3194.032959
	Iteration 44Q: 3 clusters Score -2383306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2383300.500000 Penalty: 3194.032959
	Iteration 45Q: 3 clusters Score -2383300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2383305.500000 Penalty: 3194.032959
	Iteration 46Q: 3 clusters Score -2383306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2383308.250000 Penalty: 3194.032959
	Iteration 47Q: 3 clusters Score -2383308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2383316.000000 Penalty: 3194.032959
	Iteration 48Q: 3 clusters Score -2383316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2383324.500000 Penalty: 3194.032959
	Iteration 49Q: 3 clusters Score -2383324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2383330.000000 Penalty: 3194.032959
	Iteration 50Q: 3 clusters Score -2383330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2383333.500000 Penalty: 3194.032959
	Iteration 51Q: 3 clusters Score -2383334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2383338.250000 Penalty: 3194.032959
	Iteration 52Q: 3 clusters Score -2383338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2383349.750000 Penalty: 3194.032959
	Iteration 53Q: 3 clusters Score -2383350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2383352.000000 Penalty: 3194.032959
	Iteration 54Q: 3 clusters Score -2383352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2383351.500000 Penalty: 3194.032959
	Iteration 55Q: 3 clusters Score -2383352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2383357.750000 Penalty: 3194.032959
	Iteration 56Q: 3 clusters Score -2383358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2383358.750000 Penalty: 3194.032959
	Iteration 57Q: 3 clusters Score -2383359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2383362.500000 Penalty: 3194.032959
	Iteration 58Q: 3 clusters Score -2383362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2383363.750000 Penalty: 3194.032959
	Iteration 59Q: 3 clusters Score -2383364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2383373.750000 Penalty: 3194.032959
	Iteration 60F: 3 clusters Score -2383374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2383379.250000 Penalty: 3194.032959
	Iteration 61Q: 3 clusters Score -2383379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2383378.500000 Penalty: 3194.032959
	Iteration 62Q: 3 clusters Score -2383378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2383374.750000 Penalty: 3194.032959
	Iteration 63Q: 3 clusters Score -2383375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2383375.500000 Penalty: 3194.032959
	Iteration 64Q: 3 clusters Score -2383376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2383374.000000 Penalty: 3194.032959
	Iteration 65Q: 3 clusters Score -2383374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2383375.000000 Penalty: 3194.032959
	Iteration 66Q: 3 clusters Score -2383375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2383375.250000 Penalty: 3194.032959
	Iteration 67Q: 3 clusters Score -2383375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2383372.500000 Penalty: 3194.032959
	Iteration 68Q: 3 clusters Score -2383372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2383369.250000 Penalty: 3194.032959
	Iteration 69Q: 3 clusters Score -2383369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2383370.500000 Penalty: 3194.032959
	Iteration 70Q: 3 clusters Score -2383370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2383370.500000 Penalty: 3194.032959
	Iteration 71Q: 3 clusters Score -2383370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2383366.750000 Penalty: 3194.032959
	Iteration 72Q: 3 clusters Score -2383367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2383366.750000 Penalty: 3194.032959
	Iteration 73Q: 3 clusters Score -2383367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2383367.500000 Penalty: 3194.032959
	Iteration 74Q: 3 clusters Score -2383368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2383367.250000 Penalty: 3194.032959
	Iteration 75Q: 3 clusters Score -2383367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2383365.250000 Penalty: 3194.032959
	Iteration 76Q: 3 clusters Score -2383365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2383367.750000 Penalty: 3194.032959
	Iteration 77Q: 3 clusters Score -2383368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2383367.750000 Penalty: 3194.032959
	Iteration 78F: 3 clusters Score -2383368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -118311.656250 Penalty: 1122.021973
	Iteration 0F: 2 clusters Score -118311.7 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 473 members 
Entering Unmasked Estep 
Score: -116875.515625 Penalty: 2244.043945
	Iteration 0F: 3 clusters Score -116875.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117160.101562 Penalty: 2244.043945
	Iteration 1F: 3 clusters Score -117160.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117217.593750 Penalty: 2244.043945
	Iteration 2F: 3 clusters Score -117217.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -117248.828125 Penalty: 2244.043945
	Iteration 3Q: 3 clusters Score -117248.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117279.109375 Penalty: 2244.043945
	Iteration 4Q: 3 clusters Score -117279.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -117295.664062 Penalty: 2244.043945
	Iteration 5Q: 3 clusters Score -117295.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -117303.640625 Penalty: 2244.043945
	Iteration 6Q: 3 clusters Score -117303.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117310.484375 Penalty: 2244.043945
	Iteration 7Q: 3 clusters Score -117310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117312.859375 Penalty: 2244.043945
	Iteration 8Q: 3 clusters Score -117312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117313.718750 Penalty: 2244.043945
	Iteration 9Q: 3 clusters Score -117313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117314.562500 Penalty: 2244.043945
	Iteration 10Q: 3 clusters Score -117314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117314.562500 Penalty: 2244.043945
	Iteration 11F: 3 clusters Score -117314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -19939.439453 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -19939.44 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 110 members 
Entering Unmasked Estep 
Score: -19221.392578 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -19221.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19336.382812 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -19336.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19382.044922 Penalty: 1740.890625
	Iteration 2Q: 3 clusters Score -19382.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19392.205078 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -19392.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19400.734375 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -19400.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19403.751953 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -19403.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19403.751953 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -19403.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 19858 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 65926 members 
Mstep: Class 6 contains 9723 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83635 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 62517 members 
Mstep: Class 11 contains 9031 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 90054 members 
Mstep: Class 14 contains 103067 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4392 members 
Mstep: Class 19 contains 18273 members 
Mstep: Class 20 contains 18542 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516432.000000 Penalty: 47263.542969
Iteration 79Q: 23 clusters Score -6.951643e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 19812 members 
Mstep: Class 3 contains 3209 members 
Mstep: Class 4 contains 2492 members 
Mstep: Class 5 contains 65540 members 
Mstep: Class 6 contains 9747 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83680 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 63253 members 
Mstep: Class 11 contains 9052 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 90255 members 
Mstep: Class 14 contains 103045 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 17782 members 
Mstep: Class 20 contains 18579 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516976.000000 Penalty: 47263.542969
Iteration 80F: 23 clusters Score -6.951698e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 19748 members 
Mstep: Class 3 contains 3212 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 65115 members 
Mstep: Class 6 contains 9772 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83678 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 64080 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 13 contains 90525 members 
Mstep: Class 14 contains 102967 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 308 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4416 members 
Mstep: Class 19 contains 17289 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517552.000000 Penalty: 47263.542969
Iteration 81Q: 23 clusters Score -6.951755e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 19701 members 
Mstep: Class 3 contains 3214 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 64669 members 
Mstep: Class 6 contains 9809 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83662 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 64917 members 
Mstep: Class 11 contains 9113 members 
Mstep: Class 12 contains 7128 members 
Mstep: Class 13 contains 90770 members 
Mstep: Class 14 contains 102850 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4418 members 
Mstep: Class 19 contains 16822 members 
Mstep: Class 20 contains 18595 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69518096.000000 Penalty: 47263.542969
Iteration 82Q: 23 clusters Score -6.95181e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 19643 members 
Mstep: Class 3 contains 3220 members 
Mstep: Class 4 contains 1949 members 
Mstep: Class 5 contains 64153 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83707 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 65762 members 
Mstep: Class 11 contains 9146 members 
Mstep: Class 12 contains 7171 members 
Mstep: Class 13 contains 91008 members 
Mstep: Class 14 contains 102743 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 4424 members 
Mstep: Class 19 contains 16396 members 
Mstep: Class 20 contains 18583 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69518600.000000 Penalty: 47263.542969
Iteration 83Q: 23 clusters Score -6.95186e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 19586 members 
Mstep: Class 3 contains 3226 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 63640 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83707 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 66653 members 
Mstep: Class 11 contains 9168 members 
Mstep: Class 12 contains 7208 members 
Mstep: Class 13 contains 91186 members 
Mstep: Class 14 contains 102653 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 318 members 
Mstep: Class 18 contains 4424 members 
Mstep: Class 19 contains 16037 members 
Mstep: Class 20 contains 18559 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2038.028076 but Gain 2148.343750
Score: -69519368.000000 Penalty: 45115.199219
Iteration 84Q: 22 clusters Score -6.951937e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 19538 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 5 contains 63071 members 
Mstep: Class 6 contains 9879 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83845 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 67519 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 12 contains 7248 members 
Mstep: Class 13 contains 92635 members 
Mstep: Class 14 contains 102819 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 18 contains 4468 members 
Mstep: Class 19 contains 15651 members 
Mstep: Class 20 contains 18554 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521920.000000 Penalty: 45115.199219
Iteration 85Q: 22 clusters Score -6.952192e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 19496 members 
Mstep: Class 3 contains 3211 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 9895 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83893 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 68463 members 
Mstep: Class 11 contains 9238 members 
Mstep: Class 12 contains 7281 members 
Mstep: Class 13 contains 92940 members 
Mstep: Class 14 contains 102477 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 4461 members 
Mstep: Class 19 contains 15269 members 
Mstep: Class 20 contains 18545 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522568.000000 Penalty: 45115.199219
Iteration 86Q: 22 clusters Score -6.952257e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 19436 members 
Mstep: Class 3 contains 3190 members 
Mstep: Class 5 contains 61845 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83890 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 69350 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 7329 members 
Mstep: Class 13 contains 93195 members 
Mstep: Class 14 contains 102273 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4450 members 
Mstep: Class 19 contains 14903 members 
Mstep: Class 20 contains 18520 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 209 members 
Entering Unmasked Estep 
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Iteration 87Q: 22 clusters Score -6.95233e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 19394 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 5 contains 61176 members 
Mstep: Class 6 contains 9906 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83881 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 70225 members 
Mstep: Class 11 contains 9334 members 
Mstep: Class 12 contains 7362 members 
Mstep: Class 13 contains 93394 members 
Mstep: Class 14 contains 102151 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 293 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 4438 members 
Mstep: Class 19 contains 14556 members 
Mstep: Class 20 contains 18477 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 88Q: 22 clusters Score -6.95239e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 19365 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 5 contains 60441 members 
Mstep: Class 6 contains 9927 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83870 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 71208 members 
Mstep: Class 11 contains 9399 members 
Mstep: Class 12 contains 7394 members 
Mstep: Class 13 contains 93499 members 
Mstep: Class 14 contains 102064 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 4442 members 
Mstep: Class 19 contains 14217 members 
Mstep: Class 20 contains 18422 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 89Q: 22 clusters Score -6.952434e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 19325 members 
Mstep: Class 3 contains 3173 members 
Mstep: Class 5 contains 59708 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83888 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 72213 members 
Mstep: Class 11 contains 9477 members 
Mstep: Class 12 contains 7414 members 
Mstep: Class 13 contains 93488 members 
Mstep: Class 14 contains 102004 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 290 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 13957 members 
Mstep: Class 20 contains 18366 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 90Q: 22 clusters Score -6.952482e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 19278 members 
Mstep: Class 3 contains 3165 members 
Mstep: Class 5 contains 58976 members 
Mstep: Class 6 contains 9967 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83914 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 73227 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 12 contains 7435 members 
Mstep: Class 13 contains 93461 members 
Mstep: Class 14 contains 101926 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 13691 members 
Mstep: Class 20 contains 18319 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 91Q: 22 clusters Score -6.952528e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 19226 members 
Mstep: Class 3 contains 3157 members 
Mstep: Class 5 contains 58301 members 
Mstep: Class 6 contains 9986 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83932 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 74235 members 
Mstep: Class 11 contains 9638 members 
Mstep: Class 12 contains 7439 members 
Mstep: Class 13 contains 93446 members 
Mstep: Class 14 contains 101842 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 13432 members 
Mstep: Class 20 contains 18257 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 92Q: 22 clusters Score -6.952555e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 19197 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 5 contains 57633 members 
Mstep: Class 6 contains 10002 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83954 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 75191 members 
Mstep: Class 11 contains 9717 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 93423 members 
Mstep: Class 14 contains 101786 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4429 members 
Mstep: Class 19 contains 13175 members 
Mstep: Class 20 contains 18197 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 93Q: 22 clusters Score -6.952598e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 19163 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 5 contains 57044 members 
Mstep: Class 6 contains 10008 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83939 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 76071 members 
Mstep: Class 11 contains 9793 members 
Mstep: Class 12 contains 7453 members 
Mstep: Class 13 contains 93377 members 
Mstep: Class 14 contains 101794 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4424 members 
Mstep: Class 19 contains 12902 members 
Mstep: Class 20 contains 18159 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 94Q: 22 clusters Score -6.952582e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 19137 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 5 contains 56540 members 
Mstep: Class 6 contains 10012 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83974 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 76788 members 
Mstep: Class 11 contains 9876 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 93341 members 
Mstep: Class 14 contains 101772 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 12696 members 
Mstep: Class 20 contains 18103 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 95Q: 22 clusters Score -6.952609e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 19113 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 5 contains 56054 members 
Mstep: Class 6 contains 10025 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83953 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 77528 members 
Mstep: Class 11 contains 9961 members 
Mstep: Class 12 contains 7472 members 
Mstep: Class 13 contains 93261 members 
Mstep: Class 14 contains 101764 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 12529 members 
Mstep: Class 20 contains 18038 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 96Q: 22 clusters Score -6.952616e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 19087 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 5 contains 55590 members 
Mstep: Class 6 contains 10046 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83906 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 78268 members 
Mstep: Class 11 contains 10023 members 
Mstep: Class 12 contains 7478 members 
Mstep: Class 13 contains 93189 members 
Mstep: Class 14 contains 101777 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 12341 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 97Q: 22 clusters Score -6.952637e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 19072 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 5 contains 55179 members 
Mstep: Class 6 contains 10055 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83872 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 78883 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 93148 members 
Mstep: Class 14 contains 101762 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4390 members 
Mstep: Class 19 contains 12197 members 
Mstep: Class 20 contains 17926 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 98Q: 22 clusters Score -6.952627e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 19038 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 5 contains 54833 members 
Mstep: Class 6 contains 10058 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83845 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 79381 members 
Mstep: Class 11 contains 10143 members 
Mstep: Class 12 contains 7483 members 
Mstep: Class 13 contains 93116 members 
Mstep: Class 14 contains 101778 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4384 members 
Mstep: Class 19 contains 12087 members 
Mstep: Class 20 contains 17863 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 99Q: 22 clusters Score -6.95263e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 19029 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 5 contains 54534 members 
Mstep: Class 6 contains 10066 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83829 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 79784 members 
Mstep: Class 11 contains 10189 members 
Mstep: Class 12 contains 7490 members 
Mstep: Class 13 contains 93099 members 
Mstep: Class 14 contains 101778 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4373 members 
Mstep: Class 19 contains 12004 members 
Mstep: Class 20 contains 17814 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 100F: 22 clusters Score -6.952658e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 19017 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 5 contains 54254 members 
Mstep: Class 6 contains 10060 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83812 members 
Mstep: Class 9 contains 227 members 
Mstep: Class 10 contains 80138 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 7502 members 
Mstep: Class 13 contains 93081 members 
Mstep: Class 14 contains 101767 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 290 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 11972 members 
Mstep: Class 20 contains 17767 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 210 members 
Entering Unmasked Estep 
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Iteration 101Q: 22 clusters Score -6.952646e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 19006 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 5 contains 53978 members 
Mstep: Class 6 contains 10053 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83774 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 80497 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 93067 members 
Mstep: Class 14 contains 101759 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 289 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 4366 members 
Mstep: Class 19 contains 11939 members 
Mstep: Class 20 contains 17717 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 210 members 
Entering Unmasked Estep 
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Iteration 102Q: 22 clusters Score -6.95266e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 18993 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 5 contains 53691 members 
Mstep: Class 6 contains 10047 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83758 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 80838 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7522 members 
Mstep: Class 13 contains 93027 members 
Mstep: Class 14 contains 101769 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 11928 members 
Mstep: Class 20 contains 17675 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 209 members 
Entering Unmasked Estep 
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Iteration 103Q: 22 clusters Score -6.952665e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 18977 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 5 contains 53386 members 
Mstep: Class 6 contains 10052 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83757 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 81152 members 
Mstep: Class 11 contains 10329 members 
Mstep: Class 12 contains 7533 members 
Mstep: Class 13 contains 92994 members 
Mstep: Class 14 contains 101775 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 11930 members 
Mstep: Class 20 contains 17631 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 207 members 
Entering Unmasked Estep 
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Iteration 104Q: 22 clusters Score -6.952654e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 18956 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 5 contains 53205 members 
Mstep: Class 6 contains 10045 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83758 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 81351 members 
Mstep: Class 11 contains 10355 members 
Mstep: Class 12 contains 7551 members 
Mstep: Class 13 contains 92953 members 
Mstep: Class 14 contains 101790 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 11939 members 
Mstep: Class 20 contains 17602 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -6.952662e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 18956 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 5 contains 53055 members 
Mstep: Class 6 contains 10049 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83712 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 81551 members 
Mstep: Class 11 contains 10370 members 
Mstep: Class 12 contains 7552 members 
Mstep: Class 13 contains 92891 members 
Mstep: Class 14 contains 101804 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 17587 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 106Q: 22 clusters Score -6.952664e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 18952 members 
Mstep: Class 3 contains 3147 members 
Mstep: Class 5 contains 52926 members 
Mstep: Class 6 contains 10059 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83657 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 81733 members 
Mstep: Class 11 contains 10378 members 
Mstep: Class 12 contains 7554 members 
Mstep: Class 13 contains 92852 members 
Mstep: Class 14 contains 101809 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 11959 members 
Mstep: Class 20 contains 17570 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 107Q: 22 clusters Score -6.952674e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 18945 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 5 contains 52826 members 
Mstep: Class 6 contains 10071 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83615 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 81863 members 
Mstep: Class 11 contains 10392 members 
Mstep: Class 12 contains 7551 members 
Mstep: Class 13 contains 92763 members 
Mstep: Class 14 contains 101852 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 11978 members 
Mstep: Class 20 contains 17565 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 108Q: 22 clusters Score -6.952682e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 18947 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 5 contains 52694 members 
Mstep: Class 6 contains 10078 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83550 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 81980 members 
Mstep: Class 11 contains 10403 members 
Mstep: Class 12 contains 7551 members 
Mstep: Class 13 contains 92703 members 
Mstep: Class 14 contains 101921 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 17546 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 109Q: 22 clusters Score -6.952677e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 18960 members 
Mstep: Class 3 contains 3133 members 
Mstep: Class 5 contains 52578 members 
Mstep: Class 6 contains 10085 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83514 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 82084 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7546 members 
Mstep: Class 13 contains 92681 members 
Mstep: Class 14 contains 101949 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 12000 members 
Mstep: Class 20 contains 17530 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 110Q: 22 clusters Score -6.952682e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 18971 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 5 contains 52490 members 
Mstep: Class 6 contains 10094 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83501 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 82153 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 92655 members 
Mstep: Class 14 contains 101985 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 12003 members 
Mstep: Class 20 contains 17495 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 111Q: 22 clusters Score -6.952681e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 18978 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 5 contains 52437 members 
Mstep: Class 6 contains 10106 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83481 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 82188 members 
Mstep: Class 11 contains 10425 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 92642 members 
Mstep: Class 14 contains 102011 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 112Q: 22 clusters Score -6.952686e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 3133 members 
Mstep: Class 5 contains 52375 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83464 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 82207 members 
Mstep: Class 11 contains 10420 members 
Mstep: Class 12 contains 7544 members 
Mstep: Class 13 contains 92656 members 
Mstep: Class 14 contains 102038 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 17446 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526984.000000 Penalty: 45115.199219
Iteration 113Q: 22 clusters Score -6.952698e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 18984 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 5 contains 52327 members 
Mstep: Class 6 contains 10129 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83458 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 82203 members 
Mstep: Class 11 contains 10425 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 92634 members 
Mstep: Class 14 contains 102074 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 17447 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527152.000000 Penalty: 45115.199219
Iteration 114Q: 22 clusters Score -6.952715e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 5 contains 52297 members 
Mstep: Class 6 contains 10130 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83480 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 82136 members 
Mstep: Class 11 contains 10420 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 92616 members 
Mstep: Class 14 contains 102132 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 17438 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527040.000000 Penalty: 45115.199219
Iteration 115Q: 22 clusters Score -6.952704e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 3129 members 
Mstep: Class 5 contains 52301 members 
Mstep: Class 6 contains 10136 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83485 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 82068 members 
Mstep: Class 11 contains 10411 members 
Mstep: Class 12 contains 7546 members 
Mstep: Class 13 contains 92597 members 
Mstep: Class 14 contains 102169 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 12015 members 
Mstep: Class 20 contains 17431 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526880.000000 Penalty: 45115.199219
Iteration 116Q: 22 clusters Score -6.952688e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 19018 members 
Mstep: Class 3 contains 3125 members 
Mstep: Class 5 contains 52313 members 
Mstep: Class 6 contains 10138 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83484 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 82017 members 
Mstep: Class 11 contains 10405 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 92570 members 
Mstep: Class 14 contains 102197 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4294 members 
Mstep: Class 19 contains 12026 members 
Mstep: Class 20 contains 17421 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526792.000000 Penalty: 45115.199219
Iteration 117Q: 22 clusters Score -6.952679e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 19034 members 
Mstep: Class 3 contains 3123 members 
Mstep: Class 5 contains 52323 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83503 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 81935 members 
Mstep: Class 11 contains 10407 members 
Mstep: Class 12 contains 7544 members 
Mstep: Class 13 contains 92538 members 
Mstep: Class 14 contains 102231 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 17413 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526840.000000 Penalty: 45115.199219
Iteration 118Q: 22 clusters Score -6.952684e+07 nChanged 1017
Entering ConstructFrom: 
Score: -69526840.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (52454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Entering Unmasked Estep 
Score: -6749079.000000 Penalty: 1766.000000
	Iteration 0F: 2 clusters Score -6749079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -6714175.000000 Penalty: 3532.000000
	Iteration 0F: 3 clusters Score -6714175 nChanged 24521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -6728248.000000 Penalty: 3532.000000
	Iteration 1F: 3 clusters Score -6728248 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -6728984.000000 Penalty: 3532.000000
	Iteration 2Q: 3 clusters Score -6728984 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -6730014.500000 Penalty: 3532.000000
	Iteration 3Q: 3 clusters Score -6730014 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -6731750.500000 Penalty: 3532.000000
	Iteration 4F: 3 clusters Score -6731750 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -6734580.500000 Penalty: 3532.000000
	Iteration 5F: 3 clusters Score -6734580 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -6738354.500000 Penalty: 3532.000000
	Iteration 6F: 3 clusters Score -6738354 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -6742317.500000 Penalty: 3532.000000
	Iteration 7F: 3 clusters Score -6742318 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -6745132.000000 Penalty: 3532.000000
	Iteration 8F: 3 clusters Score -6745132 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -6746566.000000 Penalty: 3532.000000
	Iteration 9Q: 3 clusters Score -6746566 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -6747199.500000 Penalty: 3532.000000
	Iteration 10Q: 3 clusters Score -6747200 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -6747426.500000 Penalty: 3532.000000
	Iteration 11Q: 3 clusters Score -6747426 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -6747524.000000 Penalty: 3532.000000
	Iteration 12Q: 3 clusters Score -6747524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -6747575.500000 Penalty: 3532.000000
	Iteration 13Q: 3 clusters Score -6747576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -6747604.500000 Penalty: 3532.000000
	Iteration 14Q: 3 clusters Score -6747604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -6747614.500000 Penalty: 3532.000000
	Iteration 15Q: 3 clusters Score -6747614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -6747622.500000 Penalty: 3532.000000
	Iteration 16Q: 3 clusters Score -6747622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -6747626.000000 Penalty: 3532.000000
	Iteration 17Q: 3 clusters Score -6747626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -6747626.000000 Penalty: 3532.000000
	Iteration 18Q: 3 clusters Score -6747626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -6747630.000000 Penalty: 3532.000000
	Iteration 19Q: 3 clusters Score -6747630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -6747631.500000 Penalty: 3532.000000
	Iteration 20F: 3 clusters Score -6747632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Entering Unmasked Estep 
Score: -2467644.250000 Penalty: 1601.494019
	Iteration 0F: 2 clusters Score -2467644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2454592.000000 Penalty: 3202.988037
	Iteration 0F: 3 clusters Score -2454592 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2459228.750000 Penalty: 3202.988037
	Iteration 1F: 3 clusters Score -2459229 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2459557.750000 Penalty: 3202.988037
	Iteration 2Q: 3 clusters Score -2459558 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2459826.250000 Penalty: 3202.988037
	Iteration 3Q: 3 clusters Score -2459826 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2460068.500000 Penalty: 3202.988037
	Iteration 4Q: 3 clusters Score -2460068 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2460289.500000 Penalty: 3202.988037
	Iteration 5Q: 3 clusters Score -2460290 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2460549.000000 Penalty: 3202.988037
	Iteration 6Q: 3 clusters Score -2460549 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2460876.000000 Penalty: 3202.988037
	Iteration 7Q: 3 clusters Score -2460876 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2461265.750000 Penalty: 3202.988037
	Iteration 8Q: 3 clusters Score -2461266 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2461713.750000 Penalty: 3202.988037
	Iteration 9Q: 3 clusters Score -2461714 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2462264.500000 Penalty: 3202.988037
	Iteration 10Q: 3 clusters Score -2462264 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2462900.750000 Penalty: 3202.988037
	Iteration 11F: 3 clusters Score -2462901 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2463554.000000 Penalty: 3202.988037
	Iteration 12F: 3 clusters Score -2463554 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2464135.750000 Penalty: 3202.988037
	Iteration 13Q: 3 clusters Score -2464136 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2464460.750000 Penalty: 3202.988037
	Iteration 14Q: 3 clusters Score -2464461 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2464646.000000 Penalty: 3202.988037
	Iteration 15Q: 3 clusters Score -2464646 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2464794.750000 Penalty: 3202.988037
	Iteration 16Q: 3 clusters Score -2464795 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2464911.250000 Penalty: 3202.988037
	Iteration 17Q: 3 clusters Score -2464911 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2465021.500000 Penalty: 3202.988037
	Iteration 18Q: 3 clusters Score -2465022 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2465108.000000 Penalty: 3202.988037
	Iteration 19Q: 3 clusters Score -2465108 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2465173.500000 Penalty: 3202.988037
	Iteration 20F: 3 clusters Score -2465174 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2465258.000000 Penalty: 3202.988037
	Iteration 21Q: 3 clusters Score -2465258 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2465327.750000 Penalty: 3202.988037
	Iteration 22Q: 3 clusters Score -2465328 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2465400.500000 Penalty: 3202.988037
	Iteration 23Q: 3 clusters Score -2465400 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2465453.500000 Penalty: 3202.988037
	Iteration 24Q: 3 clusters Score -2465454 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2465497.500000 Penalty: 3202.988037
	Iteration 25Q: 3 clusters Score -2465498 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2465558.500000 Penalty: 3202.988037
	Iteration 26Q: 3 clusters Score -2465558 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2465628.000000 Penalty: 3202.988037
	Iteration 27Q: 3 clusters Score -2465628 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2465670.750000 Penalty: 3202.988037
	Iteration 28Q: 3 clusters Score -2465671 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2465720.000000 Penalty: 3202.988037
	Iteration 29Q: 3 clusters Score -2465720 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2465754.000000 Penalty: 3202.988037
	Iteration 30Q: 3 clusters Score -2465754 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2465792.500000 Penalty: 3202.988037
	Iteration 31Q: 3 clusters Score -2465792 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2465836.750000 Penalty: 3202.988037
	Iteration 32Q: 3 clusters Score -2465837 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2465869.750000 Penalty: 3202.988037
	Iteration 33Q: 3 clusters Score -2465870 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2465901.000000 Penalty: 3202.988037
	Iteration 34Q: 3 clusters Score -2465901 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2465941.250000 Penalty: 3202.988037
	Iteration 35Q: 3 clusters Score -2465941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2465963.750000 Penalty: 3202.988037
	Iteration 36Q: 3 clusters Score -2465964 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2465991.750000 Penalty: 3202.988037
	Iteration 37Q: 3 clusters Score -2465992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2466009.250000 Penalty: 3202.988037
	Iteration 38Q: 3 clusters Score -2466009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2466025.750000 Penalty: 3202.988037
	Iteration 39Q: 3 clusters Score -2466026 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2466070.000000 Penalty: 3202.988037
	Iteration 40F: 3 clusters Score -2466070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2466095.750000 Penalty: 3202.988037
	Iteration 41Q: 3 clusters Score -2466096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2466117.250000 Penalty: 3202.988037
	Iteration 42Q: 3 clusters Score -2466117 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2466141.250000 Penalty: 3202.988037
	Iteration 43Q: 3 clusters Score -2466141 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2466164.750000 Penalty: 3202.988037
	Iteration 44Q: 3 clusters Score -2466165 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2466190.000000 Penalty: 3202.988037
	Iteration 45Q: 3 clusters Score -2466190 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2466218.000000 Penalty: 3202.988037
	Iteration 46Q: 3 clusters Score -2466218 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2466252.500000 Penalty: 3202.988037
	Iteration 47Q: 3 clusters Score -2466252 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2466274.500000 Penalty: 3202.988037
	Iteration 48Q: 3 clusters Score -2466274 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2466307.250000 Penalty: 3202.988037
	Iteration 49Q: 3 clusters Score -2466307 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2466326.250000 Penalty: 3202.988037
	Iteration 50Q: 3 clusters Score -2466326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2466353.250000 Penalty: 3202.988037
	Iteration 51Q: 3 clusters Score -2466353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2466374.250000 Penalty: 3202.988037
	Iteration 52Q: 3 clusters Score -2466374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2466391.000000 Penalty: 3202.988037
	Iteration 53Q: 3 clusters Score -2466391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2466402.750000 Penalty: 3202.988037
	Iteration 54Q: 3 clusters Score -2466403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2466417.000000 Penalty: 3202.988037
	Iteration 55Q: 3 clusters Score -2466417 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2466430.500000 Penalty: 3202.988037
	Iteration 56Q: 3 clusters Score -2466430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2466436.500000 Penalty: 3202.988037
	Iteration 57Q: 3 clusters Score -2466436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2466448.000000 Penalty: 3202.988037
	Iteration 58Q: 3 clusters Score -2466448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2466450.750000 Penalty: 3202.988037
	Iteration 59Q: 3 clusters Score -2466451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2466459.500000 Penalty: 3202.988037
	Iteration 60F: 3 clusters Score -2466460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2466460.500000 Penalty: 3202.988037
	Iteration 61Q: 3 clusters Score -2466460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2466463.500000 Penalty: 3202.988037
	Iteration 62Q: 3 clusters Score -2466464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2466463.000000 Penalty: 3202.988037
	Iteration 63Q: 3 clusters Score -2466463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2466467.250000 Penalty: 3202.988037
	Iteration 64Q: 3 clusters Score -2466467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2466468.250000 Penalty: 3202.988037
	Iteration 65Q: 3 clusters Score -2466468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2466466.750000 Penalty: 3202.988037
	Iteration 66Q: 3 clusters Score -2466467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2466470.000000 Penalty: 3202.988037
	Iteration 67Q: 3 clusters Score -2466470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2466475.000000 Penalty: 3202.988037
	Iteration 68Q: 3 clusters Score -2466475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2466471.000000 Penalty: 3202.988037
	Iteration 69Q: 3 clusters Score -2466471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2466472.250000 Penalty: 3202.988037
	Iteration 70Q: 3 clusters Score -2466472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2466474.500000 Penalty: 3202.988037
	Iteration 71Q: 3 clusters Score -2466474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2466479.250000 Penalty: 3202.988037
	Iteration 72Q: 3 clusters Score -2466479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2466479.500000 Penalty: 3202.988037
	Iteration 73Q: 3 clusters Score -2466480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2466473.750000 Penalty: 3202.988037
	Iteration 74Q: 3 clusters Score -2466474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2466477.750000 Penalty: 3202.988037
	Iteration 75Q: 3 clusters Score -2466478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2466480.000000 Penalty: 3202.988037
	Iteration 76Q: 3 clusters Score -2466480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2466478.000000 Penalty: 3202.988037
	Iteration 77Q: 3 clusters Score -2466478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2466479.750000 Penalty: 3202.988037
	Iteration 78Q: 3 clusters Score -2466480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2466480.500000 Penalty: 3202.988037
	Iteration 79Q: 3 clusters Score -2466480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2466479.500000 Penalty: 3202.988037
	Iteration 80F: 3 clusters Score -2466480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2466480.250000 Penalty: 3202.988037
	Iteration 81Q: 3 clusters Score -2466480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2466481.750000 Penalty: 3202.988037
	Iteration 82Q: 3 clusters Score -2466482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2466482.500000 Penalty: 3202.988037
	Iteration 83Q: 3 clusters Score -2466482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2466481.250000 Penalty: 3202.988037
	Iteration 84Q: 3 clusters Score -2466481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2466483.000000 Penalty: 3202.988037
	Iteration 85Q: 3 clusters Score -2466483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2466484.250000 Penalty: 3202.988037
	Iteration 86Q: 3 clusters Score -2466484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2466487.750000 Penalty: 3202.988037
	Iteration 87Q: 3 clusters Score -2466488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2466491.000000 Penalty: 3202.988037
	Iteration 88Q: 3 clusters Score -2466491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2466487.750000 Penalty: 3202.988037
	Iteration 89Q: 3 clusters Score -2466488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2466486.250000 Penalty: 3202.988037
	Iteration 90Q: 3 clusters Score -2466486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2466485.750000 Penalty: 3202.988037
	Iteration 91Q: 3 clusters Score -2466486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2466485.750000 Penalty: 3202.988037
	Iteration 92F: 3 clusters Score -2466486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -379939.531250 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -379939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -377137.687500 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -377137.7 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -377864.312500 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -377864.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -378001.937500 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -378001.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -378099.812500 Penalty: 2615.024658
	Iteration 3Q: 3 clusters Score -378099.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -378163.187500 Penalty: 2615.024658
	Iteration 4Q: 3 clusters Score -378163.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -378209.906250 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -378209.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -378255.250000 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -378255.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -378287.468750 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -378287.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -378319.625000 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -378319.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -378352.375000 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -378352.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -378383.250000 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -378383.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -378419.593750 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -378419.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -378466.718750 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -378466.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -378507.062500 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -378507.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -378545.656250 Penalty: 2615.024658
	Iteration 14Q: 3 clusters Score -378545.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -378600.875000 Penalty: 2615.024658
	Iteration 15Q: 3 clusters Score -378600.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -378642.187500 Penalty: 2615.024658
	Iteration 16Q: 3 clusters Score -378642.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -378689.343750 Penalty: 2615.024658
	Iteration 17Q: 3 clusters Score -378689.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -378730.812500 Penalty: 2615.024658
	Iteration 18Q: 3 clusters Score -378730.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -378766.062500 Penalty: 2615.024658
	Iteration 19Q: 3 clusters Score -378766.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -378791.500000 Penalty: 2615.024658
	Iteration 20F: 3 clusters Score -378791.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -378814.406250 Penalty: 2615.024658
	Iteration 21Q: 3 clusters Score -378814.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -378834.406250 Penalty: 2615.024658
	Iteration 22Q: 3 clusters Score -378834.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -378851.125000 Penalty: 2615.024658
	Iteration 23Q: 3 clusters Score -378851.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -378860.125000 Penalty: 2615.024658
	Iteration 24Q: 3 clusters Score -378860.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -378866.125000 Penalty: 2615.024658
	Iteration 25Q: 3 clusters Score -378866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -378871.812500 Penalty: 2615.024658
	Iteration 26Q: 3 clusters Score -378871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -378876.656250 Penalty: 2615.024658
	Iteration 27Q: 3 clusters Score -378876.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -378884.000000 Penalty: 2615.024658
	Iteration 28Q: 3 clusters Score -378884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -378892.656250 Penalty: 2615.024658
	Iteration 29Q: 3 clusters Score -378892.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -378898.468750 Penalty: 2615.024658
	Iteration 30Q: 3 clusters Score -378898.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -378905.750000 Penalty: 2615.024658
	Iteration 31Q: 3 clusters Score -378905.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -378909.375000 Penalty: 2615.024658
	Iteration 32Q: 3 clusters Score -378909.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -378913.593750 Penalty: 2615.024658
	Iteration 33Q: 3 clusters Score -378913.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -378916.718750 Penalty: 2615.024658
	Iteration 34Q: 3 clusters Score -378916.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -378918.750000 Penalty: 2615.024658
	Iteration 35Q: 3 clusters Score -378918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -378919.843750 Penalty: 2615.024658
	Iteration 36Q: 3 clusters Score -378919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -378920.750000 Penalty: 2615.024658
	Iteration 37Q: 3 clusters Score -378920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -378920.875000 Penalty: 2615.024658
	Iteration 38Q: 3 clusters Score -378920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -378920.968750 Penalty: 2615.024658
	Iteration 39Q: 3 clusters Score -378921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -378920.968750 Penalty: 2615.024658
	Iteration 40F: 3 clusters Score -378921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Entering Unmasked Estep 
Score: -6749826.500000 Penalty: 1765.556274
	Iteration 0F: 2 clusters Score -6749826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -6715125.000000 Penalty: 3531.112549
	Iteration 0F: 3 clusters Score -6715125 nChanged 24531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -6728906.000000 Penalty: 3531.112549
	Iteration 1F: 3 clusters Score -6728906 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -6729297.000000 Penalty: 3531.112549
	Iteration 2Q: 3 clusters Score -6729297 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -6729792.000000 Penalty: 3531.112549
	Iteration 3Q: 3 clusters Score -6729792 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -6730471.000000 Penalty: 3531.112549
	Iteration 4Q: 3 clusters Score -6730471 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -6731342.000000 Penalty: 3531.112549
	Iteration 5Q: 3 clusters Score -6731342 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -6732662.500000 Penalty: 3531.112549
	Iteration 6Q: 3 clusters Score -6732662 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6734400 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -6736445.500000 Penalty: 3531.112549
	Iteration 8F: 3 clusters Score -6736446 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -6738732.500000 Penalty: 3531.112549
	Iteration 9F: 3 clusters Score -6738732 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6740780 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6742058 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6742573 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6742830 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6742969 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -6743103.000000 Penalty: 3531.112549
	Iteration 15Q: 3 clusters Score -6743103 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -6743231.000000 Penalty: 3531.112549
	Iteration 16Q: 3 clusters Score -6743231 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -6743358.500000 Penalty: 3531.112549
	Iteration 17Q: 3 clusters Score -6743358 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -6743430.500000 Penalty: 3531.112549
	Iteration 18Q: 3 clusters Score -6743430 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -6743562.500000 Penalty: 3531.112549
	Iteration 19Q: 3 clusters Score -6743562 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -6743647.500000 Penalty: 3531.112549
	Iteration 20F: 3 clusters Score -6743648 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -6743711.500000 Penalty: 3531.112549
	Iteration 21Q: 3 clusters Score -6743712 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -6743766.000000 Penalty: 3531.112549
	Iteration 22Q: 3 clusters Score -6743766 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -6743844.500000 Penalty: 3531.112549
	Iteration 23Q: 3 clusters Score -6743844 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -6743921.500000 Penalty: 3531.112549
	Iteration 24Q: 3 clusters Score -6743922 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -6743969.000000 Penalty: 3531.112549
	Iteration 25Q: 3 clusters Score -6743969 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -6744043.000000 Penalty: 3531.112549
	Iteration 26Q: 3 clusters Score -6744043 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -6744131.000000 Penalty: 3531.112549
	Iteration 27Q: 3 clusters Score -6744131 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -6744186.500000 Penalty: 3531.112549
	Iteration 28Q: 3 clusters Score -6744186 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -6744270.000000 Penalty: 3531.112549
	Iteration 29Q: 3 clusters Score -6744270 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -6744312.500000 Penalty: 3531.112549
	Iteration 30Q: 3 clusters Score -6744312 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -6744436.000000 Penalty: 3531.112549
	Iteration 31Q: 3 clusters Score -6744436 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -6744501.000000 Penalty: 3531.112549
	Iteration 32Q: 3 clusters Score -6744501 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -6744536.500000 Penalty: 3531.112549
	Iteration 33Q: 3 clusters Score -6744536 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -6744621.000000 Penalty: 3531.112549
	Iteration 34Q: 3 clusters Score -6744621 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -6744732.000000 Penalty: 3531.112549
	Iteration 35Q: 3 clusters Score -6744732 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -6744845.500000 Penalty: 3531.112549
	Iteration 36Q: 3 clusters Score -6744846 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -6744927.000000 Penalty: 3531.112549
	Iteration 37Q: 3 clusters Score -6744927 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -6745057.500000 Penalty: 3531.112549
	Iteration 38Q: 3 clusters Score -6745058 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -6745166.500000 Penalty: 3531.112549
	Iteration 39Q: 3 clusters Score -6745166 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -6745308.000000 Penalty: 3531.112549
	Iteration 40F: 3 clusters Score -6745308 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -6745461.000000 Penalty: 3531.112549
	Iteration 41Q: 3 clusters Score -6745461 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -6745612.000000 Penalty: 3531.112549
	Iteration 42Q: 3 clusters Score -6745612 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -6745752.500000 Penalty: 3531.112549
	Iteration 43Q: 3 clusters Score -6745752 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -6745951.000000 Penalty: 3531.112549
	Iteration 44Q: 3 clusters Score -6745951 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -6746155.000000 Penalty: 3531.112549
	Iteration 45Q: 3 clusters Score -6746155 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -6746365.500000 Penalty: 3531.112549
	Iteration 46Q: 3 clusters Score -6746366 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -6746540.500000 Penalty: 3531.112549
	Iteration 47Q: 3 clusters Score -6746540 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -6746716.500000 Penalty: 3531.112549
	Iteration 48Q: 3 clusters Score -6746716 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6746859.500000 Penalty: 3531.112549
	Iteration 49Q: 3 clusters Score -6746860 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6747055.500000 Penalty: 3531.112549
	Iteration 50Q: 3 clusters Score -6747056 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6747209.500000 Penalty: 3531.112549
	Iteration 51Q: 3 clusters Score -6747210 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6747339.000000 Penalty: 3531.112549
	Iteration 52Q: 3 clusters Score -6747339 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6747480.500000 Penalty: 3531.112549
	Iteration 53Q: 3 clusters Score -6747480 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6747640.500000 Penalty: 3531.112549
	Iteration 54Q: 3 clusters Score -6747640 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6747736.500000 Penalty: 3531.112549
	Iteration 55Q: 3 clusters Score -6747736 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6747816.000000 Penalty: 3531.112549
	Iteration 56Q: 3 clusters Score -6747816 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6747915.500000 Penalty: 3531.112549
	Iteration 57Q: 3 clusters Score -6747916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6747967.000000 Penalty: 3531.112549
	Iteration 58Q: 3 clusters Score -6747967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6748010.000000 Penalty: 3531.112549
	Iteration 59Q: 3 clusters Score -6748010 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6748050.000000 Penalty: 3531.112549
	Iteration 60F: 3 clusters Score -6748050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6748093.500000 Penalty: 3531.112549
	Iteration 61Q: 3 clusters Score -6748094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6748137.500000 Penalty: 3531.112549
	Iteration 62Q: 3 clusters Score -6748138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6748172.500000 Penalty: 3531.112549
	Iteration 63Q: 3 clusters Score -6748172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6748206.500000 Penalty: 3531.112549
	Iteration 64Q: 3 clusters Score -6748206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6748239.000000 Penalty: 3531.112549
	Iteration 65Q: 3 clusters Score -6748239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6748271.000000 Penalty: 3531.112549
	Iteration 66Q: 3 clusters Score -6748271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6748269.000000 Penalty: 3531.112549
	Iteration 67Q: 3 clusters Score -6748269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6748282.000000 Penalty: 3531.112549
	Iteration 68Q: 3 clusters Score -6748282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6748296.000000 Penalty: 3531.112549
	Iteration 69Q: 3 clusters Score -6748296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6748300.500000 Penalty: 3531.112549
	Iteration 70Q: 3 clusters Score -6748300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6748301.500000 Penalty: 3531.112549
	Iteration 71Q: 3 clusters Score -6748302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6748310.500000 Penalty: 3531.112549
	Iteration 72Q: 3 clusters Score -6748310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6748319.000000 Penalty: 3531.112549
	Iteration 73Q: 3 clusters Score -6748319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6748328.500000 Penalty: 3531.112549
	Iteration 74Q: 3 clusters Score -6748328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6748335.500000 Penalty: 3531.112549
	Iteration 75Q: 3 clusters Score -6748336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6748340.500000 Penalty: 3531.112549
	Iteration 76Q: 3 clusters Score -6748340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6748340.500000 Penalty: 3531.112549
	Iteration 77Q: 3 clusters Score -6748340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6748350.000000 Penalty: 3531.112549
	Iteration 78Q: 3 clusters Score -6748350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6748351.000000 Penalty: 3531.112549
	Iteration 79Q: 3 clusters Score -6748351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6748358.000000 Penalty: 3531.112549
	Iteration 80F: 3 clusters Score -6748358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6748361.000000 Penalty: 3531.112549
	Iteration 81Q: 3 clusters Score -6748361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6748360.000000 Penalty: 3531.112549
	Iteration 82Q: 3 clusters Score -6748360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6748362.500000 Penalty: 3531.112549
	Iteration 83Q: 3 clusters Score -6748362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6748364.500000 Penalty: 3531.112549
	Iteration 84Q: 3 clusters Score -6748364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6748369.500000 Penalty: 3531.112549
	Iteration 85Q: 3 clusters Score -6748370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6748374.000000 Penalty: 3531.112549
	Iteration 86Q: 3 clusters Score -6748374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6748367.500000 Penalty: 3531.112549
	Iteration 87Q: 3 clusters Score -6748368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6748375.000000 Penalty: 3531.112549
	Iteration 88Q: 3 clusters Score -6748375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6748386.500000 Penalty: 3531.112549
	Iteration 89Q: 3 clusters Score -6748386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6748386.500000 Penalty: 3531.112549
	Iteration 90Q: 3 clusters Score -6748386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6748386.500000 Penalty: 3531.112549
	Iteration 91F: 3 clusters Score -6748386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Entering Unmasked Estep 
Score: -1290809.375000 Penalty: 1498.795288
	Iteration 0F: 2 clusters Score -1290809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1283547.625000 Penalty: 2997.590576
	Iteration 0F: 3 clusters Score -1283548 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1285857.125000 Penalty: 2997.590576
	Iteration 1F: 3 clusters Score -1285857 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1286084.875000 Penalty: 2997.590576
	Iteration 2F: 3 clusters Score -1286085 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1286264.125000 Penalty: 2997.590576
	Iteration 3Q: 3 clusters Score -1286264 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1286462.750000 Penalty: 2997.590576
	Iteration 4Q: 3 clusters Score -1286463 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1286694.875000 Penalty: 2997.590576
	Iteration 5Q: 3 clusters Score -1286695 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1286956.250000 Penalty: 2997.590576
	Iteration 6Q: 3 clusters Score -1286956 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1287364.250000 Penalty: 2997.590576
	Iteration 7F: 3 clusters Score -1287364 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1287848.625000 Penalty: 2997.590576
	Iteration 8F: 3 clusters Score -1287849 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1288335.000000 Penalty: 2997.590576
	Iteration 9F: 3 clusters Score -1288335 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1288736.250000 Penalty: 2997.590576
	Iteration 10Q: 3 clusters Score -1288736 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1289020.875000 Penalty: 2997.590576
	Iteration 11Q: 3 clusters Score -1289021 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1289202.875000 Penalty: 2997.590576
	Iteration 12Q: 3 clusters Score -1289203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1289316.625000 Penalty: 2997.590576
	Iteration 13Q: 3 clusters Score -1289317 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1289382.000000 Penalty: 2997.590576
	Iteration 14Q: 3 clusters Score -1289382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1289420.500000 Penalty: 2997.590576
	Iteration 15Q: 3 clusters Score -1289420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1289450.125000 Penalty: 2997.590576
	Iteration 16Q: 3 clusters Score -1289450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1289466.125000 Penalty: 2997.590576
	Iteration 17Q: 3 clusters Score -1289466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1289481.125000 Penalty: 2997.590576
	Iteration 18Q: 3 clusters Score -1289481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1289491.125000 Penalty: 2997.590576
	Iteration 19Q: 3 clusters Score -1289491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1289489.625000 Penalty: 2997.590576
	Iteration 20F: 3 clusters Score -1289490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1289491.125000 Penalty: 2997.590576
	Iteration 21Q: 3 clusters Score -1289491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1289491.125000 Penalty: 2997.590576
	Iteration 22F: 3 clusters Score -1289491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -26086.615234 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -26086.62 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 121 members 
Entering Unmasked Estep 
Score: -25298.400391 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -25298.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25388.185547 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -25388.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25428.599609 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -25428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25441.042969 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -25441.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25468.654297 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -25468.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25530.189453 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -25530.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25557.705078 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -25557.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25568.464844 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -25568.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25572.371094 Penalty: 1790.551270
	Iteration 8Q: 3 clusters Score -25572.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25572.371094 Penalty: 1790.551270
	Iteration 9F: 3 clusters Score -25572.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Entering Unmasked Estep 
Score: -10723940.000000 Penalty: 1841.555664
	Iteration 0F: 2 clusters Score -1.072394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -10668645.000000 Penalty: 3683.111328
	Iteration 0F: 3 clusters Score -1.066864e+07 nChanged 39859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -10691492.000000 Penalty: 3683.111328
	Iteration 1F: 3 clusters Score -1.069149e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -10692266.000000 Penalty: 3683.111328
	Iteration 2Q: 3 clusters Score -1.069227e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -10693059.000000 Penalty: 3683.111328
	Iteration 3Q: 3 clusters Score -1.069306e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -10694236.000000 Penalty: 3683.111328
	Iteration 4Q: 3 clusters Score -1.069424e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -10696091.000000 Penalty: 3683.111328
	Iteration 5Q: 3 clusters Score -1.069609e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -10698988.000000 Penalty: 3683.111328
	Iteration 6F: 3 clusters Score -1.069899e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -10703212.000000 Penalty: 3683.111328
	Iteration 7F: 3 clusters Score -1.070321e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -10708709.000000 Penalty: 3683.111328
	Iteration 8F: 3 clusters Score -1.070871e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -10714150.000000 Penalty: 3683.111328
	Iteration 9F: 3 clusters Score -1.071415e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -10717881.000000 Penalty: 3683.111328
	Iteration 10Q: 3 clusters Score -1.071788e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -10720029.000000 Penalty: 3683.111328
	Iteration 11Q: 3 clusters Score -1.072003e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -10721063.000000 Penalty: 3683.111328
	Iteration 12Q: 3 clusters Score -1.072106e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -10721667.000000 Penalty: 3683.111328
	Iteration 13Q: 3 clusters Score -1.072167e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -10721953.000000 Penalty: 3683.111328
	Iteration 14Q: 3 clusters Score -1.072195e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
Score: -10722081.000000 Penalty: 3683.111328
	Iteration 15Q: 3 clusters Score -1.072208e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -10722177.000000 Penalty: 3683.111328
	Iteration 16Q: 3 clusters Score -1.072218e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
Score: -10722217.000000 Penalty: 3683.111328
	Iteration 17Q: 3 clusters Score -1.072222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -10722248.000000 Penalty: 3683.111328
	Iteration 18Q: 3 clusters Score -1.072225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -10722277.000000 Penalty: 3683.111328
	Iteration 19Q: 3 clusters Score -1.072228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -10722282.000000 Penalty: 3683.111328
	Iteration 20F: 3 clusters Score -1.072228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -10722289.000000 Penalty: 3683.111328
	Iteration 21Q: 3 clusters Score -1.072229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -10722294.000000 Penalty: 3683.111328
	Iteration 22Q: 3 clusters Score -1.072229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -10722301.000000 Penalty: 3683.111328
	Iteration 23Q: 3 clusters Score -1.07223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -10722299.000000 Penalty: 3683.111328
	Iteration 24Q: 3 clusters Score -1.07223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -10722316.000000 Penalty: 3683.111328
	Iteration 25Q: 3 clusters Score -1.072232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -10722311.000000 Penalty: 3683.111328
	Iteration 26Q: 3 clusters Score -1.072231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 83189 members 
Entering Unmasked Estep 
Score: -10722317.000000 Penalty: 3683.111328
	Iteration 27Q: 3 clusters Score -1.072232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -10722314.000000 Penalty: 3683.111328
	Iteration 28Q: 3 clusters Score -1.072231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -10722313.000000 Penalty: 3683.111328
	Iteration 29Q: 3 clusters Score -1.072231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -10722311.000000 Penalty: 3683.111328
	Iteration 30Q: 3 clusters Score -1.072231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -10722312.000000 Penalty: 3683.111328
	Iteration 31Q: 3 clusters Score -1.072231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -10722315.000000 Penalty: 3683.111328
	Iteration 32Q: 3 clusters Score -1.072232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 83193 members 
Entering Unmasked Estep 
Score: -10722321.000000 Penalty: 3683.111328
	Iteration 33Q: 3 clusters Score -1.072232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 83193 members 
Entering Unmasked Estep 
Score: -10722321.000000 Penalty: 3683.111328
	Iteration 34F: 3 clusters Score -1.072232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -8627.478516 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -8627.479 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 105 members 
Entering Unmasked Estep 
Score: -7992.280762 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -7992.281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8155.921387 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -8155.921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8272.605469 Penalty: 1765.959717
	Iteration 2F: 3 clusters Score -8272.605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8325.437500 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -8325.438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8379.650391 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -8379.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8401.074219 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -8401.074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8407.198242 Penalty: 1765.959717
	Iteration 6Q: 3 clusters Score -8407.198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8415.049805 Penalty: 1765.959717
	Iteration 7Q: 3 clusters Score -8415.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8415.049805 Penalty: 1765.959717
	Iteration 8F: 3 clusters Score -8415.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Entering Unmasked Estep 
Score: -10555935.000000 Penalty: 1838.320435
	Iteration 0F: 2 clusters Score -1.055594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -10501830.000000 Penalty: 3676.640869
	Iteration 0F: 3 clusters Score -1.050183e+07 nChanged 38970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -10524402.000000 Penalty: 3676.640869
	Iteration 1F: 3 clusters Score -1.05244e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -10525146.000000 Penalty: 3676.640869
	Iteration 2Q: 3 clusters Score -1.052515e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -10525986.000000 Penalty: 3676.640869
	Iteration 3Q: 3 clusters Score -1.052599e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -10526961.000000 Penalty: 3676.640869
	Iteration 4Q: 3 clusters Score -1.052696e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -10528186.000000 Penalty: 3676.640869
	Iteration 5Q: 3 clusters Score -1.052819e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -10529723.000000 Penalty: 3676.640869
	Iteration 6Q: 3 clusters Score -1.052972e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -10531768.000000 Penalty: 3676.640869
	Iteration 7Q: 3 clusters Score -1.053177e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -10534666.000000 Penalty: 3676.640869
	Iteration 8F: 3 clusters Score -1.053467e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -10538843.000000 Penalty: 3676.640869
	Iteration 9F: 3 clusters Score -1.053884e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -10543005.000000 Penalty: 3676.640869
	Iteration 10F: 3 clusters Score -1.0543e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -10545597.000000 Penalty: 3676.640869
	Iteration 11F: 3 clusters Score -1.05456e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -10546874.000000 Penalty: 3676.640869
	Iteration 12Q: 3 clusters Score -1.054687e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -10547537.000000 Penalty: 3676.640869
	Iteration 13Q: 3 clusters Score -1.054754e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -10547980.000000 Penalty: 3676.640869
	Iteration 14Q: 3 clusters Score -1.054798e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -10548320.000000 Penalty: 3676.640869
	Iteration 15Q: 3 clusters Score -1.054832e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -10548626.000000 Penalty: 3676.640869
	Iteration 16Q: 3 clusters Score -1.054863e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -10548891.000000 Penalty: 3676.640869
	Iteration 17Q: 3 clusters Score -1.054889e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -10549139.000000 Penalty: 3676.640869
	Iteration 18Q: 3 clusters Score -1.054914e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -10549339.000000 Penalty: 3676.640869
	Iteration 19Q: 3 clusters Score -1.054934e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -10549511.000000 Penalty: 3676.640869
	Iteration 20F: 3 clusters Score -1.054951e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -10549674.000000 Penalty: 3676.640869
	Iteration 21Q: 3 clusters Score -1.054967e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -10549887.000000 Penalty: 3676.640869
	Iteration 22Q: 3 clusters Score -1.054989e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -10550097.000000 Penalty: 3676.640869
	Iteration 23Q: 3 clusters Score -1.05501e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -10550203.000000 Penalty: 3676.640869
	Iteration 24Q: 3 clusters Score -1.05502e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -10550379.000000 Penalty: 3676.640869
	Iteration 25Q: 3 clusters Score -1.055038e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -10550463.000000 Penalty: 3676.640869
	Iteration 26Q: 3 clusters Score -1.055046e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -10550530.000000 Penalty: 3676.640869
	Iteration 27Q: 3 clusters Score -1.055053e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -10550661.000000 Penalty: 3676.640869
	Iteration 28Q: 3 clusters Score -1.055066e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -10550764.000000 Penalty: 3676.640869
	Iteration 29Q: 3 clusters Score -1.055076e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -10550852.000000 Penalty: 3676.640869
	Iteration 30Q: 3 clusters Score -1.055085e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -10550902.000000 Penalty: 3676.640869
	Iteration 31Q: 3 clusters Score -1.05509e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -10550963.000000 Penalty: 3676.640869
	Iteration 32Q: 3 clusters Score -1.055096e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -10551043.000000 Penalty: 3676.640869
	Iteration 33Q: 3 clusters Score -1.055104e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -10551153.000000 Penalty: 3676.640869
	Iteration 34Q: 3 clusters Score -1.055115e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -10551271.000000 Penalty: 3676.640869
	Iteration 35Q: 3 clusters Score -1.055127e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -10551356.000000 Penalty: 3676.640869
	Iteration 36Q: 3 clusters Score -1.055136e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -10551466.000000 Penalty: 3676.640869
	Iteration 37Q: 3 clusters Score -1.055147e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -10551607.000000 Penalty: 3676.640869
	Iteration 38Q: 3 clusters Score -1.055161e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -10551682.000000 Penalty: 3676.640869
	Iteration 39Q: 3 clusters Score -1.055168e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -10551844.000000 Penalty: 3676.640869
	Iteration 40F: 3 clusters Score -1.055184e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -10551923.000000 Penalty: 3676.640869
	Iteration 41Q: 3 clusters Score -1.055192e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -10552034.000000 Penalty: 3676.640869
	Iteration 42Q: 3 clusters Score -1.055203e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -10552107.000000 Penalty: 3676.640869
	Iteration 43Q: 3 clusters Score -1.055211e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -10552205.000000 Penalty: 3676.640869
	Iteration 44Q: 3 clusters Score -1.05522e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -10552350.000000 Penalty: 3676.640869
	Iteration 45Q: 3 clusters Score -1.055235e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.055249e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -10552611.000000 Penalty: 3676.640869
	Iteration 47Q: 3 clusters Score -1.055261e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -10552776.000000 Penalty: 3676.640869
	Iteration 48Q: 3 clusters Score -1.055278e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -10552954.000000 Penalty: 3676.640869
	Iteration 49Q: 3 clusters Score -1.055295e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -10553142.000000 Penalty: 3676.640869
	Iteration 50Q: 3 clusters Score -1.055314e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -10553289.000000 Penalty: 3676.640869
	Iteration 51Q: 3 clusters Score -1.055329e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -10553448.000000 Penalty: 3676.640869
	Iteration 52Q: 3 clusters Score -1.055345e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -10553546.000000 Penalty: 3676.640869
	Iteration 53Q: 3 clusters Score -1.055355e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -10553673.000000 Penalty: 3676.640869
	Iteration 54Q: 3 clusters Score -1.055367e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -10553726.000000 Penalty: 3676.640869
	Iteration 55Q: 3 clusters Score -1.055373e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -10553868.000000 Penalty: 3676.640869
	Iteration 56Q: 3 clusters Score -1.055387e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -10553921.000000 Penalty: 3676.640869
	Iteration 57Q: 3 clusters Score -1.055392e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -10554005.000000 Penalty: 3676.640869
	Iteration 58Q: 3 clusters Score -1.0554e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -10554083.000000 Penalty: 3676.640869
	Iteration 59Q: 3 clusters Score -1.055408e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -10554150.000000 Penalty: 3676.640869
	Iteration 60F: 3 clusters Score -1.055415e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -10554197.000000 Penalty: 3676.640869
	Iteration 61Q: 3 clusters Score -1.05542e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -10554260.000000 Penalty: 3676.640869
	Iteration 62Q: 3 clusters Score -1.055426e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -10554305.000000 Penalty: 3676.640869
	Iteration 63Q: 3 clusters Score -1.05543e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -10554351.000000 Penalty: 3676.640869
	Iteration 64Q: 3 clusters Score -1.055435e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -10554397.000000 Penalty: 3676.640869
	Iteration 65Q: 3 clusters Score -1.05544e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -10554405.000000 Penalty: 3676.640869
	Iteration 66Q: 3 clusters Score -1.05544e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -10554433.000000 Penalty: 3676.640869
	Iteration 67Q: 3 clusters Score -1.055443e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10554453.000000 Penalty: 3676.640869
	Iteration 68Q: 3 clusters Score -1.055445e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -10554463.000000 Penalty: 3676.640869
	Iteration 69Q: 3 clusters Score -1.055446e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -10554462.000000 Penalty: 3676.640869
	Iteration 70Q: 3 clusters Score -1.055446e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -10554471.000000 Penalty: 3676.640869
	Iteration 71Q: 3 clusters Score -1.055447e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10554482.000000 Penalty: 3676.640869
	Iteration 72Q: 3 clusters Score -1.055448e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -10554479.000000 Penalty: 3676.640869
	Iteration 73Q: 3 clusters Score -1.055448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -10554490.000000 Penalty: 3676.640869
	Iteration 74Q: 3 clusters Score -1.055449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10554488.000000 Penalty: 3676.640869
	Iteration 75Q: 3 clusters Score -1.055449e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -10554513.000000 Penalty: 3676.640869
	Iteration 76Q: 3 clusters Score -1.055451e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80029 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10554513.000000 Penalty: 3676.640869
	Iteration 77Q: 3 clusters Score -1.055451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10554516.000000 Penalty: 3676.640869
	Iteration 78Q: 3 clusters Score -1.055452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -10554522.000000 Penalty: 3676.640869
	Iteration 79Q: 3 clusters Score -1.055452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10554517.000000 Penalty: 3676.640869
	Iteration 80F: 3 clusters Score -1.055452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10554527.000000 Penalty: 3676.640869
	Iteration 81Q: 3 clusters Score -1.055453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10554533.000000 Penalty: 3676.640869
	Iteration 82Q: 3 clusters Score -1.055453e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -10554539.000000 Penalty: 3676.640869
	Iteration 83Q: 3 clusters Score -1.055454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10554551.000000 Penalty: 3676.640869
	Iteration 84Q: 3 clusters Score -1.055455e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10554560.000000 Penalty: 3676.640869
	Iteration 85Q: 3 clusters Score -1.055456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10554563.000000 Penalty: 3676.640869
	Iteration 86Q: 3 clusters Score -1.055456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -10554565.000000 Penalty: 3676.640869
	Iteration 87Q: 3 clusters Score -1.055456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10554565.000000 Penalty: 3676.640869
	Iteration 88Q: 3 clusters Score -1.055456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10554565.000000 Penalty: 3676.640869
	Iteration 89Q: 3 clusters Score -1.055456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10554557.000000 Penalty: 3676.640869
	Iteration 90Q: 3 clusters Score -1.055456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10554554.000000 Penalty: 3676.640869
	Iteration 91Q: 3 clusters Score -1.055455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10554549.000000 Penalty: 3676.640869
	Iteration 92Q: 3 clusters Score -1.055455e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -10554549.000000 Penalty: 3676.640869
	Iteration 93Q: 3 clusters Score -1.055455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -10554548.000000 Penalty: 3676.640869
	Iteration 94Q: 3 clusters Score -1.055455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -10554546.000000 Penalty: 3676.640869
	Iteration 95Q: 3 clusters Score -1.055455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -10554546.000000 Penalty: 3676.640869
	Iteration 96Q: 3 clusters Score -1.055455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -10554554.000000 Penalty: 3676.640869
	Iteration 97Q: 3 clusters Score -1.055455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10554574.000000 Penalty: 3676.640869
	Iteration 98Q: 3 clusters Score -1.055457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -10554564.000000 Penalty: 3676.640869
	Iteration 99Q: 3 clusters Score -1.055456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -10554568.000000 Penalty: 3676.640869
	Iteration 100F: 3 clusters Score -1.055457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10554577.000000 Penalty: 3676.640869
	Iteration 101Q: 3 clusters Score -1.055458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10554572.000000 Penalty: 3676.640869
	Iteration 102Q: 3 clusters Score -1.055457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10554579.000000 Penalty: 3676.640869
	Iteration 103Q: 3 clusters Score -1.055458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -10554573.000000 Penalty: 3676.640869
	Iteration 104Q: 3 clusters Score -1.055457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10554582.000000 Penalty: 3676.640869
	Iteration 105Q: 3 clusters Score -1.055458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10554573.000000 Penalty: 3676.640869
	Iteration 106Q: 3 clusters Score -1.055457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10554574.000000 Penalty: 3676.640869
	Iteration 107Q: 3 clusters Score -1.055457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10554576.000000 Penalty: 3676.640869
	Iteration 108Q: 3 clusters Score -1.055458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10554575.000000 Penalty: 3676.640869
	Iteration 109Q: 3 clusters Score -1.055458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10554578.000000 Penalty: 3676.640869
	Iteration 110Q: 3 clusters Score -1.055458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10554590.000000 Penalty: 3676.640869
	Iteration 111Q: 3 clusters Score -1.055459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10554586.000000 Penalty: 3676.640869
	Iteration 112Q: 3 clusters Score -1.055459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10554588.000000 Penalty: 3676.640869
	Iteration 113Q: 3 clusters Score -1.055459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10554586.000000 Penalty: 3676.640869
	Iteration 114Q: 3 clusters Score -1.055459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -10554594.000000 Penalty: 3676.640869
	Iteration 115Q: 3 clusters Score -1.055459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10554588.000000 Penalty: 3676.640869
	Iteration 116Q: 3 clusters Score -1.055459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10554588.000000 Penalty: 3676.640869
	Iteration 117F: 3 clusters Score -1.055459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Entering Unmasked Estep 
Score: -1328160.250000 Penalty: 1503.162964
	Iteration 0F: 2 clusters Score -1328160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1320785.500000 Penalty: 3006.325928
	Iteration 0F: 3 clusters Score -1320786 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1323134.000000 Penalty: 3006.325928
	Iteration 1F: 3 clusters Score -1323134 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1323411.250000 Penalty: 3006.325928
	Iteration 2F: 3 clusters Score -1323411 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1323668.125000 Penalty: 3006.325928
	Iteration 3F: 3 clusters Score -1323668 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1323884.125000 Penalty: 3006.325928
	Iteration 4Q: 3 clusters Score -1323884 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1324077.250000 Penalty: 3006.325928
	Iteration 5Q: 3 clusters Score -1324077 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1324279.250000 Penalty: 3006.325928
	Iteration 6Q: 3 clusters Score -1324279 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1324464.625000 Penalty: 3006.325928
	Iteration 7Q: 3 clusters Score -1324465 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1324659.125000 Penalty: 3006.325928
	Iteration 8Q: 3 clusters Score -1324659 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1324853.625000 Penalty: 3006.325928
	Iteration 9Q: 3 clusters Score -1324854 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1325046.500000 Penalty: 3006.325928
	Iteration 10Q: 3 clusters Score -1325046 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1325189.625000 Penalty: 3006.325928
	Iteration 11Q: 3 clusters Score -1325190 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1325333.625000 Penalty: 3006.325928
	Iteration 12Q: 3 clusters Score -1325334 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1325453.500000 Penalty: 3006.325928
	Iteration 13Q: 3 clusters Score -1325454 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1325554.750000 Penalty: 3006.325928
	Iteration 14Q: 3 clusters Score -1325555 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1325626.750000 Penalty: 3006.325928
	Iteration 15Q: 3 clusters Score -1325627 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1325718.750000 Penalty: 3006.325928
	Iteration 16Q: 3 clusters Score -1325719 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1325802.250000 Penalty: 3006.325928
	Iteration 17Q: 3 clusters Score -1325802 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1325888.125000 Penalty: 3006.325928
	Iteration 18Q: 3 clusters Score -1325888 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1325964.000000 Penalty: 3006.325928
	Iteration 19Q: 3 clusters Score -1325964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1326037.500000 Penalty: 3006.325928
	Iteration 20F: 3 clusters Score -1326038 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1326109.000000 Penalty: 3006.325928
	Iteration 21Q: 3 clusters Score -1326109 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1326168.000000 Penalty: 3006.325928
	Iteration 22Q: 3 clusters Score -1326168 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1326230.375000 Penalty: 3006.325928
	Iteration 23Q: 3 clusters Score -1326230 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1326288.125000 Penalty: 3006.325928
	Iteration 24Q: 3 clusters Score -1326288 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1326347.000000 Penalty: 3006.325928
	Iteration 25Q: 3 clusters Score -1326347 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1326402.125000 Penalty: 3006.325928
	Iteration 26Q: 3 clusters Score -1326402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1326443.875000 Penalty: 3006.325928
	Iteration 27Q: 3 clusters Score -1326444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1326472.375000 Penalty: 3006.325928
	Iteration 28Q: 3 clusters Score -1326472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1326503.125000 Penalty: 3006.325928
	Iteration 29Q: 3 clusters Score -1326503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1326515.375000 Penalty: 3006.325928
	Iteration 30Q: 3 clusters Score -1326515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1326531.875000 Penalty: 3006.325928
	Iteration 31Q: 3 clusters Score -1326532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1326545.125000 Penalty: 3006.325928
	Iteration 32Q: 3 clusters Score -1326545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1326565.750000 Penalty: 3006.325928
	Iteration 33Q: 3 clusters Score -1326566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1326582.625000 Penalty: 3006.325928
	Iteration 34Q: 3 clusters Score -1326583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1326594.125000 Penalty: 3006.325928
	Iteration 35Q: 3 clusters Score -1326594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1326607.500000 Penalty: 3006.325928
	Iteration 36Q: 3 clusters Score -1326608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1326620.875000 Penalty: 3006.325928
	Iteration 37Q: 3 clusters Score -1326621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1326629.500000 Penalty: 3006.325928
	Iteration 38Q: 3 clusters Score -1326630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1326643.625000 Penalty: 3006.325928
	Iteration 39Q: 3 clusters Score -1326644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1326661.000000 Penalty: 3006.325928
	Iteration 40F: 3 clusters Score -1326661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1326674.000000 Penalty: 3006.325928
	Iteration 41Q: 3 clusters Score -1326674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1326685.625000 Penalty: 3006.325928
	Iteration 42Q: 3 clusters Score -1326686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1326694.250000 Penalty: 3006.325928
	Iteration 43Q: 3 clusters Score -1326694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1326703.375000 Penalty: 3006.325928
	Iteration 44Q: 3 clusters Score -1326703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1326712.000000 Penalty: 3006.325928
	Iteration 45Q: 3 clusters Score -1326712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1326717.875000 Penalty: 3006.325928
	Iteration 46Q: 3 clusters Score -1326718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1326733.750000 Penalty: 3006.325928
	Iteration 47Q: 3 clusters Score -1326734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1326746.125000 Penalty: 3006.325928
	Iteration 48Q: 3 clusters Score -1326746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1326763.375000 Penalty: 3006.325928
	Iteration 49Q: 3 clusters Score -1326763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1326772.625000 Penalty: 3006.325928
	Iteration 50Q: 3 clusters Score -1326773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1326786.875000 Penalty: 3006.325928
	Iteration 51Q: 3 clusters Score -1326787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1326802.125000 Penalty: 3006.325928
	Iteration 52Q: 3 clusters Score -1326802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1326814.625000 Penalty: 3006.325928
	Iteration 53Q: 3 clusters Score -1326815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1326826.750000 Penalty: 3006.325928
	Iteration 54Q: 3 clusters Score -1326827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1326845.750000 Penalty: 3006.325928
	Iteration 55Q: 3 clusters Score -1326846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1326857.750000 Penalty: 3006.325928
	Iteration 56Q: 3 clusters Score -1326858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1326867.625000 Penalty: 3006.325928
	Iteration 57Q: 3 clusters Score -1326868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1326867.375000 Penalty: 3006.325928
	Iteration 58Q: 3 clusters Score -1326867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1326867.500000 Penalty: 3006.325928
	Iteration 59Q: 3 clusters Score -1326868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1326874.000000 Penalty: 3006.325928
	Iteration 60F: 3 clusters Score -1326874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1326875.875000 Penalty: 3006.325928
	Iteration 61Q: 3 clusters Score -1326876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1326874.875000 Penalty: 3006.325928
	Iteration 62Q: 3 clusters Score -1326875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1326878.625000 Penalty: 3006.325928
	Iteration 63Q: 3 clusters Score -1326879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1326883.625000 Penalty: 3006.325928
	Iteration 64Q: 3 clusters Score -1326884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1326887.625000 Penalty: 3006.325928
	Iteration 65Q: 3 clusters Score -1326888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1326893.000000 Penalty: 3006.325928
	Iteration 66Q: 3 clusters Score -1326893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1326898.125000 Penalty: 3006.325928
	Iteration 67Q: 3 clusters Score -1326898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1326902.125000 Penalty: 3006.325928
	Iteration 68Q: 3 clusters Score -1326902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1326904.750000 Penalty: 3006.325928
	Iteration 69Q: 3 clusters Score -1326905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1326908.125000 Penalty: 3006.325928
	Iteration 70Q: 3 clusters Score -1326908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1326908.125000 Penalty: 3006.325928
	Iteration 71Q: 3 clusters Score -1326908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1326912.375000 Penalty: 3006.325928
	Iteration 72Q: 3 clusters Score -1326912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1326915.875000 Penalty: 3006.325928
	Iteration 73Q: 3 clusters Score -1326916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1326915.875000 Penalty: 3006.325928
	Iteration 74Q: 3 clusters Score -1326916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1326914.625000 Penalty: 3006.325928
	Iteration 75Q: 3 clusters Score -1326915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1326916.875000 Penalty: 3006.325928
	Iteration 76Q: 3 clusters Score -1326917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1326918.500000 Penalty: 3006.325928
	Iteration 77Q: 3 clusters Score -1326918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1326919.000000 Penalty: 3006.325928
	Iteration 78Q: 3 clusters Score -1326919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1326919.000000 Penalty: 3006.325928
	Iteration 79Q: 3 clusters Score -1326919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1326920.125000 Penalty: 3006.325928
	Iteration 80F: 3 clusters Score -1326920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1326921.625000 Penalty: 3006.325928
	Iteration 81Q: 3 clusters Score -1326922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1326920.750000 Penalty: 3006.325928
	Iteration 82Q: 3 clusters Score -1326921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1326921.125000 Penalty: 3006.325928
	Iteration 83Q: 3 clusters Score -1326921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1326921.125000 Penalty: 3006.325928
	Iteration 84F: 3 clusters Score -1326921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Entering Unmasked Estep 
Score: -936726.000000 Penalty: 1450.882568
	Iteration 0F: 2 clusters Score -936726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -931138.937500 Penalty: 2901.765137
	Iteration 0F: 3 clusters Score -931138.9 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -932841.937500 Penalty: 2901.765137
	Iteration 1F: 3 clusters Score -932841.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -933037.062500 Penalty: 2901.765137
	Iteration 2F: 3 clusters Score -933037.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -933209.500000 Penalty: 2901.765137
	Iteration 3Q: 3 clusters Score -933209.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -933407.812500 Penalty: 2901.765137
	Iteration 4Q: 3 clusters Score -933407.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -933620.000000 Penalty: 2901.765137
	Iteration 5Q: 3 clusters Score -933620 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -933847.437500 Penalty: 2901.765137
	Iteration 6Q: 3 clusters Score -933847.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -934088.187500 Penalty: 2901.765137
	Iteration 7F: 3 clusters Score -934088.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -934324.437500 Penalty: 2901.765137
	Iteration 8F: 3 clusters Score -934324.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -934587.062500 Penalty: 2901.765137
	Iteration 9F: 3 clusters Score -934587.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -934849.625000 Penalty: 2901.765137
	Iteration 10F: 3 clusters Score -934849.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -935084.125000 Penalty: 2901.765137
	Iteration 11Q: 3 clusters Score -935084.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -935298.625000 Penalty: 2901.765137
	Iteration 12Q: 3 clusters Score -935298.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -935482.687500 Penalty: 2901.765137
	Iteration 13Q: 3 clusters Score -935482.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -935656.125000 Penalty: 2901.765137
	Iteration 14Q: 3 clusters Score -935656.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -935786.375000 Penalty: 2901.765137
	Iteration 15Q: 3 clusters Score -935786.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -935892.125000 Penalty: 2901.765137
	Iteration 16Q: 3 clusters Score -935892.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -935976.000000 Penalty: 2901.765137
	Iteration 17Q: 3 clusters Score -935976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -936021.687500 Penalty: 2901.765137
	Iteration 18Q: 3 clusters Score -936021.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -936058.000000 Penalty: 2901.765137
	Iteration 19Q: 3 clusters Score -936058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -936073.750000 Penalty: 2901.765137
	Iteration 20F: 3 clusters Score -936073.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -936082.937500 Penalty: 2901.765137
	Iteration 21Q: 3 clusters Score -936082.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -936089.500000 Penalty: 2901.765137
	Iteration 22Q: 3 clusters Score -936089.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -936094.437500 Penalty: 2901.765137
	Iteration 23Q: 3 clusters Score -936094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -936100.375000 Penalty: 2901.765137
	Iteration 24Q: 3 clusters Score -936100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -936103.562500 Penalty: 2901.765137
	Iteration 25Q: 3 clusters Score -936103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -936105.000000 Penalty: 2901.765137
	Iteration 26Q: 3 clusters Score -936105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -936107.250000 Penalty: 2901.765137
	Iteration 27Q: 3 clusters Score -936107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -936108.625000 Penalty: 2901.765137
	Iteration 28Q: 3 clusters Score -936108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -936108.625000 Penalty: 2901.765137
	Iteration 29F: 3 clusters Score -936108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (92539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92539 members 
Entering Unmasked Estep 
Score: -11882739.000000 Penalty: 1858.250122
	Iteration 0F: 2 clusters Score -1.188274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -11823129.000000 Penalty: 3716.500244
	Iteration 0F: 3 clusters Score -1.182313e+07 nChanged 44327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -11848770.000000 Penalty: 3716.500244
	Iteration 1F: 3 clusters Score -1.184877e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -11849536.000000 Penalty: 3716.500244
	Iteration 2Q: 3 clusters Score -1.184954e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -11850448.000000 Penalty: 3716.500244
	Iteration 3Q: 3 clusters Score -1.185045e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -11851595.000000 Penalty: 3716.500244
	Iteration 4Q: 3 clusters Score -1.18516e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -11853687.000000 Penalty: 3716.500244
	Iteration 5Q: 3 clusters Score -1.185369e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -11857301.000000 Penalty: 3716.500244
	Iteration 6F: 3 clusters Score -1.18573e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -11862532.000000 Penalty: 3716.500244
	Iteration 7F: 3 clusters Score -1.186253e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -11868512.000000 Penalty: 3716.500244
	Iteration 8F: 3 clusters Score -1.186851e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -11873079.000000 Penalty: 3716.500244
	Iteration 9F: 3 clusters Score -1.187308e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -11875689.000000 Penalty: 3716.500244
	Iteration 10Q: 3 clusters Score -1.187569e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -11877118.000000 Penalty: 3716.500244
	Iteration 11Q: 3 clusters Score -1.187712e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -11877976.000000 Penalty: 3716.500244
	Iteration 12Q: 3 clusters Score -1.187798e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -11878582.000000 Penalty: 3716.500244
	Iteration 13Q: 3 clusters Score -1.187858e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -11879055.000000 Penalty: 3716.500244
	Iteration 14Q: 3 clusters Score -1.187906e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -11879426.000000 Penalty: 3716.500244
	Iteration 15Q: 3 clusters Score -1.187943e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88597 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -11879724.000000 Penalty: 3716.500244
	Iteration 16Q: 3 clusters Score -1.187972e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -11879995.000000 Penalty: 3716.500244
	Iteration 17Q: 3 clusters Score -1.188e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -11880206.000000 Penalty: 3716.500244
	Iteration 18Q: 3 clusters Score -1.188021e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -11880374.000000 Penalty: 3716.500244
	Iteration 19Q: 3 clusters Score -1.188037e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -11880508.000000 Penalty: 3716.500244
	Iteration 20F: 3 clusters Score -1.188051e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -11880615.000000 Penalty: 3716.500244
	Iteration 21Q: 3 clusters Score -1.188062e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -11880707.000000 Penalty: 3716.500244
	Iteration 22Q: 3 clusters Score -1.188071e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11880748.000000 Penalty: 3716.500244
	Iteration 23Q: 3 clusters Score -1.188075e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -11880803.000000 Penalty: 3716.500244
	Iteration 24Q: 3 clusters Score -1.18808e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -11880824.000000 Penalty: 3716.500244
	Iteration 25Q: 3 clusters Score -1.188082e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90974 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11880863.000000 Penalty: 3716.500244
	Iteration 26Q: 3 clusters Score -1.188086e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -11880905.000000 Penalty: 3716.500244
	Iteration 27Q: 3 clusters Score -1.18809e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91156 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11880937.000000 Penalty: 3716.500244
	Iteration 28Q: 3 clusters Score -1.188094e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11880979.000000 Penalty: 3716.500244
	Iteration 29Q: 3 clusters Score -1.188098e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11881005.000000 Penalty: 3716.500244
	Iteration 30Q: 3 clusters Score -1.1881e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11881018.000000 Penalty: 3716.500244
	Iteration 31Q: 3 clusters Score -1.188102e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -11881043.000000 Penalty: 3716.500244
	Iteration 32Q: 3 clusters Score -1.188104e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11881042.000000 Penalty: 3716.500244
	Iteration 33Q: 3 clusters Score -1.188104e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -11881054.000000 Penalty: 3716.500244
	Iteration 34Q: 3 clusters Score -1.188105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11881056.000000 Penalty: 3716.500244
	Iteration 35Q: 3 clusters Score -1.188106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11881058.000000 Penalty: 3716.500244
	Iteration 36Q: 3 clusters Score -1.188106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11881066.000000 Penalty: 3716.500244
	Iteration 37Q: 3 clusters Score -1.188107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11881083.000000 Penalty: 3716.500244
	Iteration 38Q: 3 clusters Score -1.188108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11881072.000000 Penalty: 3716.500244
	Iteration 39Q: 3 clusters Score -1.188107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11881074.000000 Penalty: 3716.500244
	Iteration 40F: 3 clusters Score -1.188107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11881078.000000 Penalty: 3716.500244
	Iteration 41Q: 3 clusters Score -1.188108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11881083.000000 Penalty: 3716.500244
	Iteration 42Q: 3 clusters Score -1.188108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11881096.000000 Penalty: 3716.500244
	Iteration 43Q: 3 clusters Score -1.18811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11881104.000000 Penalty: 3716.500244
	Iteration 44Q: 3 clusters Score -1.18811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11881111.000000 Penalty: 3716.500244
	Iteration 45Q: 3 clusters Score -1.188111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11881118.000000 Penalty: 3716.500244
	Iteration 46Q: 3 clusters Score -1.188112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11881125.000000 Penalty: 3716.500244
	Iteration 47Q: 3 clusters Score -1.188112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11881128.000000 Penalty: 3716.500244
	Iteration 48Q: 3 clusters Score -1.188113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11881130.000000 Penalty: 3716.500244
	Iteration 49Q: 3 clusters Score -1.188113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11881127.000000 Penalty: 3716.500244
	Iteration 50Q: 3 clusters Score -1.188113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11881133.000000 Penalty: 3716.500244
	Iteration 51Q: 3 clusters Score -1.188113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11881122.000000 Penalty: 3716.500244
	Iteration 52Q: 3 clusters Score -1.188112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11881123.000000 Penalty: 3716.500244
	Iteration 53Q: 3 clusters Score -1.188112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11881124.000000 Penalty: 3716.500244
	Iteration 54Q: 3 clusters Score -1.188112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11881127.000000 Penalty: 3716.500244
	Iteration 55Q: 3 clusters Score -1.188113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11881123.000000 Penalty: 3716.500244
	Iteration 56Q: 3 clusters Score -1.188112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11881123.000000 Penalty: 3716.500244
	Iteration 57F: 3 clusters Score -1.188112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (102258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102258 members 
Entering Unmasked Estep 
Score: -13132200.000000 Penalty: 1874.478882
	Iteration 0F: 2 clusters Score -1.31322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -13066880.000000 Penalty: 3748.957764
	Iteration 0F: 3 clusters Score -1.306688e+07 nChanged 49257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -13095873.000000 Penalty: 3748.957764
	Iteration 1F: 3 clusters Score -1.309587e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -13097147.000000 Penalty: 3748.957764
	Iteration 2Q: 3 clusters Score -1.309715e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -13099541.000000 Penalty: 3748.957764
	Iteration 3Q: 3 clusters Score -1.309954e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -13103342.000000 Penalty: 3748.957764
	Iteration 4F: 3 clusters Score -1.310334e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -13108580.000000 Penalty: 3748.957764
	Iteration 5F: 3 clusters Score -1.310858e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 71792 members 
Entering Unmasked Estep 
Score: -13114795.000000 Penalty: 3748.957764
	Iteration 6F: 3 clusters Score -1.31148e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -13120837.000000 Penalty: 3748.957764
	Iteration 7F: 3 clusters Score -1.312084e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -13125120.000000 Penalty: 3748.957764
	Iteration 8Q: 3 clusters Score -1.312512e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -13126967.000000 Penalty: 3748.957764
	Iteration 9Q: 3 clusters Score -1.312697e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -13127827.000000 Penalty: 3748.957764
	Iteration 10Q: 3 clusters Score -1.312783e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -13128456.000000 Penalty: 3748.957764
	Iteration 11Q: 3 clusters Score -1.312846e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -13128947.000000 Penalty: 3748.957764
	Iteration 12Q: 3 clusters Score -1.312895e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -13129387.000000 Penalty: 3748.957764
	Iteration 13Q: 3 clusters Score -1.312939e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -13129732.000000 Penalty: 3748.957764
	Iteration 14Q: 3 clusters Score -1.312973e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -13130006.000000 Penalty: 3748.957764
	Iteration 15Q: 3 clusters Score -1.313001e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -13130240.000000 Penalty: 3748.957764
	Iteration 16Q: 3 clusters Score -1.313024e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -13130365.000000 Penalty: 3748.957764
	Iteration 17Q: 3 clusters Score -1.313036e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -13130509.000000 Penalty: 3748.957764
	Iteration 18Q: 3 clusters Score -1.313051e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -13130573.000000 Penalty: 3748.957764
	Iteration 19Q: 3 clusters Score -1.313057e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -13130623.000000 Penalty: 3748.957764
	Iteration 20F: 3 clusters Score -1.313062e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -13130719.000000 Penalty: 3748.957764
	Iteration 21Q: 3 clusters Score -1.313072e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -13130800.000000 Penalty: 3748.957764
	Iteration 22Q: 3 clusters Score -1.31308e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -13130830.000000 Penalty: 3748.957764
	Iteration 23Q: 3 clusters Score -1.313083e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
Score: -13130889.000000 Penalty: 3748.957764
	Iteration 24Q: 3 clusters Score -1.313089e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -13130921.000000 Penalty: 3748.957764
	Iteration 25Q: 3 clusters Score -1.313092e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -13130969.000000 Penalty: 3748.957764
	Iteration 26Q: 3 clusters Score -1.313097e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 89773 members 
Entering Unmasked Estep 
Score: -13131007.000000 Penalty: 3748.957764
	Iteration 27Q: 3 clusters Score -1.313101e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 89972 members 
Entering Unmasked Estep 
Score: -13131041.000000 Penalty: 3748.957764
	Iteration 28Q: 3 clusters Score -1.313104e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -13131072.000000 Penalty: 3748.957764
	Iteration 29Q: 3 clusters Score -1.313107e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -13131118.000000 Penalty: 3748.957764
	Iteration 30Q: 3 clusters Score -1.313112e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -13131185.000000 Penalty: 3748.957764
	Iteration 31Q: 3 clusters Score -1.313118e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -13131219.000000 Penalty: 3748.957764
	Iteration 32Q: 3 clusters Score -1.313122e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 90888 members 
Entering Unmasked Estep 
Score: -13131223.000000 Penalty: 3748.957764
	Iteration 33Q: 3 clusters Score -1.313122e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -13131284.000000 Penalty: 3748.957764
	Iteration 34Q: 3 clusters Score -1.313128e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -13131268.000000 Penalty: 3748.957764
	Iteration 35Q: 3 clusters Score -1.313127e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -13131310.000000 Penalty: 3748.957764
	Iteration 36Q: 3 clusters Score -1.313131e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 91440 members 
Entering Unmasked Estep 
Score: -13131354.000000 Penalty: 3748.957764
	Iteration 37Q: 3 clusters Score -1.313135e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -13131374.000000 Penalty: 3748.957764
	Iteration 38Q: 3 clusters Score -1.313137e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 91663 members 
Entering Unmasked Estep 
Score: -13131397.000000 Penalty: 3748.957764
	Iteration 39Q: 3 clusters Score -1.31314e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 91755 members 
Entering Unmasked Estep 
Score: -13131393.000000 Penalty: 3748.957764
	Iteration 40F: 3 clusters Score -1.313139e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -13131408.000000 Penalty: 3748.957764
	Iteration 41Q: 3 clusters Score -1.313141e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -13131425.000000 Penalty: 3748.957764
	Iteration 42Q: 3 clusters Score -1.313142e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 91992 members 
Entering Unmasked Estep 
Score: -13131441.000000 Penalty: 3748.957764
	Iteration 43Q: 3 clusters Score -1.313144e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 92053 members 
Entering Unmasked Estep 
Score: -13131451.000000 Penalty: 3748.957764
	Iteration 44Q: 3 clusters Score -1.313145e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -13131436.000000 Penalty: 3748.957764
	Iteration 45Q: 3 clusters Score -1.313144e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -13131459.000000 Penalty: 3748.957764
	Iteration 46Q: 3 clusters Score -1.313146e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -13131458.000000 Penalty: 3748.957764
	Iteration 47Q: 3 clusters Score -1.313146e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -13131471.000000 Penalty: 3748.957764
	Iteration 48Q: 3 clusters Score -1.313147e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -13131472.000000 Penalty: 3748.957764
	Iteration 49Q: 3 clusters Score -1.313147e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -13131466.000000 Penalty: 3748.957764
	Iteration 50Q: 3 clusters Score -1.313147e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -13131459.000000 Penalty: 3748.957764
	Iteration 51Q: 3 clusters Score -1.313146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -13131498.000000 Penalty: 3748.957764
	Iteration 52Q: 3 clusters Score -1.31315e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -13131501.000000 Penalty: 3748.957764
	Iteration 53Q: 3 clusters Score -1.31315e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -13131528.000000 Penalty: 3748.957764
	Iteration 54Q: 3 clusters Score -1.313153e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 92623 members 
Entering Unmasked Estep 
Score: -13131516.000000 Penalty: 3748.957764
	Iteration 55Q: 3 clusters Score -1.313152e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -13131534.000000 Penalty: 3748.957764
	Iteration 56Q: 3 clusters Score -1.313153e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 92710 members 
Entering Unmasked Estep 
Score: -13131518.000000 Penalty: 3748.957764
	Iteration 57Q: 3 clusters Score -1.313152e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -13131532.000000 Penalty: 3748.957764
	Iteration 58Q: 3 clusters Score -1.313153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -13131531.000000 Penalty: 3748.957764
	Iteration 59Q: 3 clusters Score -1.313153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -13131537.000000 Penalty: 3748.957764
	Iteration 60F: 3 clusters Score -1.313154e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 92853 members 
Entering Unmasked Estep 
Score: -13131539.000000 Penalty: 3748.957764
	Iteration 61Q: 3 clusters Score -1.313154e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 92884 members 
Entering Unmasked Estep 
Score: -13131551.000000 Penalty: 3748.957764
	Iteration 62Q: 3 clusters Score -1.313155e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -13131553.000000 Penalty: 3748.957764
	Iteration 63Q: 3 clusters Score -1.313155e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -13131556.000000 Penalty: 3748.957764
	Iteration 64Q: 3 clusters Score -1.313156e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -13131570.000000 Penalty: 3748.957764
	Iteration 65Q: 3 clusters Score -1.313157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -13131593.000000 Penalty: 3748.957764
	Iteration 66Q: 3 clusters Score -1.313159e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -13131597.000000 Penalty: 3748.957764
	Iteration 67Q: 3 clusters Score -1.31316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -13131598.000000 Penalty: 3748.957764
	Iteration 68Q: 3 clusters Score -1.31316e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -13131601.000000 Penalty: 3748.957764
	Iteration 69Q: 3 clusters Score -1.31316e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 93133 members 
Entering Unmasked Estep 
Score: -13131606.000000 Penalty: 3748.957764
	Iteration 70Q: 3 clusters Score -1.313161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -13131606.000000 Penalty: 3748.957764
	Iteration 71Q: 3 clusters Score -1.313161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 93174 members 
Entering Unmasked Estep 
Score: -13131611.000000 Penalty: 3748.957764
	Iteration 72Q: 3 clusters Score -1.313161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -13131634.000000 Penalty: 3748.957764
	Iteration 73Q: 3 clusters Score -1.313163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -13131639.000000 Penalty: 3748.957764
	Iteration 74Q: 3 clusters Score -1.313164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -13131649.000000 Penalty: 3748.957764
	Iteration 75Q: 3 clusters Score -1.313165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 93266 members 
Entering Unmasked Estep 
Score: -13131638.000000 Penalty: 3748.957764
	Iteration 76Q: 3 clusters Score -1.313164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -13131653.000000 Penalty: 3748.957764
	Iteration 77Q: 3 clusters Score -1.313165e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -13131647.000000 Penalty: 3748.957764
	Iteration 78Q: 3 clusters Score -1.313165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -13131654.000000 Penalty: 3748.957764
	Iteration 79Q: 3 clusters Score -1.313165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -13131673.000000 Penalty: 3748.957764
	Iteration 80F: 3 clusters Score -1.313167e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -13131674.000000 Penalty: 3748.957764
	Iteration 81Q: 3 clusters Score -1.313167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -13131673.000000 Penalty: 3748.957764
	Iteration 82Q: 3 clusters Score -1.313167e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -13131669.000000 Penalty: 3748.957764
	Iteration 83Q: 3 clusters Score -1.313167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -13131683.000000 Penalty: 3748.957764
	Iteration 84Q: 3 clusters Score -1.313168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 93517 members 
Entering Unmasked Estep 
Score: -13131680.000000 Penalty: 3748.957764
	Iteration 85Q: 3 clusters Score -1.313168e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 93541 members 
Entering Unmasked Estep 
Score: -13131679.000000 Penalty: 3748.957764
	Iteration 86Q: 3 clusters Score -1.313168e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -13131680.000000 Penalty: 3748.957764
	Iteration 87Q: 3 clusters Score -1.313168e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -13131675.000000 Penalty: 3748.957764
	Iteration 88Q: 3 clusters Score -1.313168e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -13131689.000000 Penalty: 3748.957764
	Iteration 89Q: 3 clusters Score -1.313169e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -13131696.000000 Penalty: 3748.957764
	Iteration 90Q: 3 clusters Score -1.31317e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 93721 members 
Entering Unmasked Estep 
Score: -13131693.000000 Penalty: 3748.957764
	Iteration 91Q: 3 clusters Score -1.313169e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -13131682.000000 Penalty: 3748.957764
	Iteration 92Q: 3 clusters Score -1.313168e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -13131708.000000 Penalty: 3748.957764
	Iteration 93Q: 3 clusters Score -1.313171e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -13131721.000000 Penalty: 3748.957764
	Iteration 94Q: 3 clusters Score -1.313172e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 93914 members 
Entering Unmasked Estep 
Score: -13131729.000000 Penalty: 3748.957764
	Iteration 95Q: 3 clusters Score -1.313173e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 93962 members 
Entering Unmasked Estep 
Score: -13131714.000000 Penalty: 3748.957764
	Iteration 96Q: 3 clusters Score -1.313171e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -13131745.000000 Penalty: 3748.957764
	Iteration 97Q: 3 clusters Score -1.313174e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -13131757.000000 Penalty: 3748.957764
	Iteration 98Q: 3 clusters Score -1.313176e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 94112 members 
Entering Unmasked Estep 
Score: -13131751.000000 Penalty: 3748.957764
	Iteration 99Q: 3 clusters Score -1.313175e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -13131771.000000 Penalty: 3748.957764
	Iteration 100F: 3 clusters Score -1.313177e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -13131817.000000 Penalty: 3748.957764
	Iteration 101Q: 3 clusters Score -1.313182e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -13131833.000000 Penalty: 3748.957764
	Iteration 102Q: 3 clusters Score -1.313183e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -13131834.000000 Penalty: 3748.957764
	Iteration 103Q: 3 clusters Score -1.313183e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 94397 members 
Entering Unmasked Estep 
Score: -13131817.000000 Penalty: 3748.957764
	Iteration 104Q: 3 clusters Score -1.313182e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -13131811.000000 Penalty: 3748.957764
	Iteration 105Q: 3 clusters Score -1.313181e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -13131829.000000 Penalty: 3748.957764
	Iteration 106Q: 3 clusters Score -1.313183e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
Score: -13131839.000000 Penalty: 3748.957764
	Iteration 107Q: 3 clusters Score -1.313184e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -13131848.000000 Penalty: 3748.957764
	Iteration 108Q: 3 clusters Score -1.313185e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 94704 members 
Entering Unmasked Estep 
Score: -13131896.000000 Penalty: 3748.957764
	Iteration 109Q: 3 clusters Score -1.31319e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -13131902.000000 Penalty: 3748.957764
	Iteration 110Q: 3 clusters Score -1.31319e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -13131907.000000 Penalty: 3748.957764
	Iteration 111Q: 3 clusters Score -1.313191e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 94859 members 
Entering Unmasked Estep 
Score: -13131932.000000 Penalty: 3748.957764
	Iteration 112Q: 3 clusters Score -1.313193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -13131924.000000 Penalty: 3748.957764
	Iteration 113Q: 3 clusters Score -1.313192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -13131919.000000 Penalty: 3748.957764
	Iteration 114Q: 3 clusters Score -1.313192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -13131916.000000 Penalty: 3748.957764
	Iteration 115Q: 3 clusters Score -1.313192e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 95000 members 
Entering Unmasked Estep 
Score: -13131920.000000 Penalty: 3748.957764
	Iteration 116Q: 3 clusters Score -1.313192e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -13131940.000000 Penalty: 3748.957764
	Iteration 117Q: 3 clusters Score -1.313194e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 95065 members 
Entering Unmasked Estep 
Score: -13131940.000000 Penalty: 3748.957764
	Iteration 118Q: 3 clusters Score -1.313194e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 95097 members 
Entering Unmasked Estep 
Score: -13131921.000000 Penalty: 3748.957764
	Iteration 119Q: 3 clusters Score -1.313192e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -13131930.000000 Penalty: 3748.957764
	Iteration 120F: 3 clusters Score -1.313193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -13131941.000000 Penalty: 3748.957764
	Iteration 121Q: 3 clusters Score -1.313194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 95198 members 
Entering Unmasked Estep 
Score: -13131948.000000 Penalty: 3748.957764
	Iteration 122Q: 3 clusters Score -1.313195e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -13131951.000000 Penalty: 3748.957764
	Iteration 123Q: 3 clusters Score -1.313195e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -13131945.000000 Penalty: 3748.957764
	Iteration 124Q: 3 clusters Score -1.313194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
Score: -13131968.000000 Penalty: 3748.957764
	Iteration 125Q: 3 clusters Score -1.313197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 95308 members 
Entering Unmasked Estep 
Score: -13131965.000000 Penalty: 3748.957764
	Iteration 126Q: 3 clusters Score -1.313196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -13131962.000000 Penalty: 3748.957764
	Iteration 127Q: 3 clusters Score -1.313196e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -13131943.000000 Penalty: 3748.957764
	Iteration 128Q: 3 clusters Score -1.313194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -13131940.000000 Penalty: 3748.957764
	Iteration 129Q: 3 clusters Score -1.313194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -13131936.000000 Penalty: 3748.957764
	Iteration 130Q: 3 clusters Score -1.313194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 95443 members 
Entering Unmasked Estep 
Score: -13131927.000000 Penalty: 3748.957764
	Iteration 131Q: 3 clusters Score -1.313193e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -13131934.000000 Penalty: 3748.957764
	Iteration 132Q: 3 clusters Score -1.313193e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -13131916.000000 Penalty: 3748.957764
	Iteration 133Q: 3 clusters Score -1.313192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -13131918.000000 Penalty: 3748.957764
	Iteration 134Q: 3 clusters Score -1.313192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -13131921.000000 Penalty: 3748.957764
	Iteration 135Q: 3 clusters Score -1.313192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -13131910.000000 Penalty: 3748.957764
	Iteration 136Q: 3 clusters Score -1.313191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -13131903.000000 Penalty: 3748.957764
	Iteration 137Q: 3 clusters Score -1.31319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -13131910.000000 Penalty: 3748.957764
	Iteration 138Q: 3 clusters Score -1.313191e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -13131899.000000 Penalty: 3748.957764
	Iteration 139Q: 3 clusters Score -1.31319e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -13131910.000000 Penalty: 3748.957764
	Iteration 140F: 3 clusters Score -1.313191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 95682 members 
Entering Unmasked Estep 
Score: -13131919.000000 Penalty: 3748.957764
	Iteration 141Q: 3 clusters Score -1.313192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -13131931.000000 Penalty: 3748.957764
	Iteration 142Q: 3 clusters Score -1.313193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -13131917.000000 Penalty: 3748.957764
	Iteration 143Q: 3 clusters Score -1.313192e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 95774 members 
Entering Unmasked Estep 
Score: -13131925.000000 Penalty: 3748.957764
	Iteration 144Q: 3 clusters Score -1.313192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -13131937.000000 Penalty: 3748.957764
	Iteration 145Q: 3 clusters Score -1.313194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -13131924.000000 Penalty: 3748.957764
	Iteration 146Q: 3 clusters Score -1.313192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -13131928.000000 Penalty: 3748.957764
	Iteration 147Q: 3 clusters Score -1.313193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -13131934.000000 Penalty: 3748.957764
	Iteration 148Q: 3 clusters Score -1.313193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -13131920.000000 Penalty: 3748.957764
	Iteration 149Q: 3 clusters Score -1.313192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -13131931.000000 Penalty: 3748.957764
	Iteration 150Q: 3 clusters Score -1.313193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 95871 members 
Entering Unmasked Estep 
Score: -13131915.000000 Penalty: 3748.957764
	Iteration 151Q: 3 clusters Score -1.313192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -13131923.000000 Penalty: 3748.957764
	Iteration 152Q: 3 clusters Score -1.313192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 95874 members 
Entering Unmasked Estep 
Score: -13131926.000000 Penalty: 3748.957764
	Iteration 153Q: 3 clusters Score -1.313193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -13131922.000000 Penalty: 3748.957764
	Iteration 154Q: 3 clusters Score -1.313192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -13131921.000000 Penalty: 3748.957764
	Iteration 155Q: 3 clusters Score -1.313192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 95893 members 
Entering Unmasked Estep 
Score: -13131928.000000 Penalty: 3748.957764
	Iteration 156Q: 3 clusters Score -1.313193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 95900 members 
Entering Unmasked Estep 
Score: -13131917.000000 Penalty: 3748.957764
	Iteration 157Q: 3 clusters Score -1.313192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -13131933.000000 Penalty: 3748.957764
	Iteration 158Q: 3 clusters Score -1.313193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -13131918.000000 Penalty: 3748.957764
	Iteration 159Q: 3 clusters Score -1.313192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -13131924.000000 Penalty: 3748.957764
	Iteration 160F: 3 clusters Score -1.313192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -13131921.000000 Penalty: 3748.957764
	Iteration 161Q: 3 clusters Score -1.313192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -13131920.000000 Penalty: 3748.957764
	Iteration 162Q: 3 clusters Score -1.313192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 95921 members 
Entering Unmasked Estep 
Score: -13131923.000000 Penalty: 3748.957764
	Iteration 163Q: 3 clusters Score -1.313192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -13131925.000000 Penalty: 3748.957764
	Iteration 164Q: 3 clusters Score -1.313192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 95925 members 
Entering Unmasked Estep 
Score: -13131922.000000 Penalty: 3748.957764
	Iteration 165Q: 3 clusters Score -1.313192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -13131930.000000 Penalty: 3748.957764
	Iteration 166Q: 3 clusters Score -1.313193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -13131929.000000 Penalty: 3748.957764
	Iteration 167Q: 3 clusters Score -1.313193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -13131925.000000 Penalty: 3748.957764
	Iteration 168Q: 3 clusters Score -1.313192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -13131934.000000 Penalty: 3748.957764
	Iteration 169Q: 3 clusters Score -1.313193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 95932 members 
Entering Unmasked Estep 
Score: -13131924.000000 Penalty: 3748.957764
	Iteration 170Q: 3 clusters Score -1.313192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 95935 members 
Entering Unmasked Estep 
Score: -13131929.000000 Penalty: 3748.957764
	Iteration 171Q: 3 clusters Score -1.313193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 95937 members 
Entering Unmasked Estep 
Score: -13131925.000000 Penalty: 3748.957764
	Iteration 172Q: 3 clusters Score -1.313192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -13131930.000000 Penalty: 3748.957764
	Iteration 173Q: 3 clusters Score -1.313193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -13131930.000000 Penalty: 3748.957764
	Iteration 174F: 3 clusters Score -1.313193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30122.404297 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29314.601562 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29314.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29473.806641 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29473.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29526.531250 Penalty: 1835.916626
	Iteration 2F: 3 clusters Score -29526.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29560.171875 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -29560.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29571.093750 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29571.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29572.453125 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29572.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29590.574219 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -29590.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29593.773438 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -29593.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29629.210938 Penalty: 1835.916626
	Iteration 8Q: 3 clusters Score -29629.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29646.089844 Penalty: 1835.916626
	Iteration 9Q: 3 clusters Score -29646.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29664.087891 Penalty: 1835.916626
	Iteration 10Q: 3 clusters Score -29664.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29677.134766 Penalty: 1835.916626
	Iteration 11Q: 3 clusters Score -29677.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29691.066406 Penalty: 1835.916626
	Iteration 12Q: 3 clusters Score -29691.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29691.066406 Penalty: 1835.916626
	Iteration 13F: 3 clusters Score -29691.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -18827.353516 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -18827.35 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 142 members 
Entering Unmasked Estep 
Score: -18141.349609 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -18141.35 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18435.787109 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -18435.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18494.804688 Penalty: 1840.462158
	Iteration 2Q: 3 clusters Score -18494.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18550.119141 Penalty: 1840.462158
	Iteration 3F: 3 clusters Score -18550.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18592.503906 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -18592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18608.789062 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -18608.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18658.958984 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -18658.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18703.226562 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -18703.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18785.904297 Penalty: 1840.462158
	Iteration 8Q: 3 clusters Score -18785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18805.439453 Penalty: 1840.462158
	Iteration 9Q: 3 clusters Score -18805.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18814.738281 Penalty: 1840.462158
	Iteration 10Q: 3 clusters Score -18814.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18821.863281 Penalty: 1840.462158
	Iteration 11Q: 3 clusters Score -18821.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18855.273438 Penalty: 1840.462158
	Iteration 12Q: 3 clusters Score -18855.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18907.759766 Penalty: 1840.462158
	Iteration 13Q: 3 clusters Score -18907.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18910.171875 Penalty: 1840.462158
	Iteration 14Q: 3 clusters Score -18910.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18910.880859 Penalty: 1840.462158
	Iteration 15Q: 3 clusters Score -18910.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18911.896484 Penalty: 1840.462158
	Iteration 16F: 3 clusters Score -18911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18920.154297 Penalty: 1840.462158
	Iteration 17Q: 3 clusters Score -18920.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18938.953125 Penalty: 1840.462158
	Iteration 18Q: 3 clusters Score -18938.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18961.296875 Penalty: 1840.462158
	Iteration 19Q: 3 clusters Score -18961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18972.029297 Penalty: 1840.462158
	Iteration 20F: 3 clusters Score -18972.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19030.076172 Penalty: 1840.462158
	Iteration 21Q: 3 clusters Score -19030.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19037.113281 Penalty: 1840.462158
	Iteration 22Q: 3 clusters Score -19037.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19043.841797 Penalty: 1840.462158
	Iteration 23Q: 3 clusters Score -19043.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19045.494141 Penalty: 1840.462158
	Iteration 24Q: 3 clusters Score -19045.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19045.494141 Penalty: 1840.462158
	Iteration 25F: 3 clusters Score -19045.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 19060 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 143 members 
Mstep: Class 5 contains 52311 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83504 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 81858 members 
Mstep: Class 11 contains 10407 members 
Mstep: Class 12 contains 7544 members 
Mstep: Class 13 contains 92539 members 
Mstep: Class 14 contains 102258 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 12079 members 
Mstep: Class 20 contains 17406 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
Score: -69525872.000000 Penalty: 47263.542969
Splitting cluster 16 changes total score from -69526840.000000 to -69525872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -31378.351562 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -31378.35 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 174 members 
Entering Unmasked Estep 
Score: -30577.025391 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -30577.03 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30740.154297 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -30740.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30792.460938 Penalty: 1887.646362
	Iteration 2F: 3 clusters Score -30792.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30812.857422 Penalty: 1887.646362
	Iteration 3Q: 3 clusters Score -30812.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30822.503906 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -30822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30826.355469 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -30826.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30826.355469 Penalty: 1887.646362
	Iteration 6F: 3 clusters Score -30826.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Entering Unmasked Estep 
Score: -526256.562500 Penalty: 1358.739746
	Iteration 0F: 2 clusters Score -526256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -522709.843750 Penalty: 2717.479492
	Iteration 0F: 3 clusters Score -522709.8 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -523669.593750 Penalty: 2717.479492
	Iteration 1F: 3 clusters Score -523669.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -523825.718750 Penalty: 2717.479492
	Iteration 2F: 3 clusters Score -523825.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -523923.625000 Penalty: 2717.479492
	Iteration 3Q: 3 clusters Score -523923.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -523997.000000 Penalty: 2717.479492
	Iteration 4Q: 3 clusters Score -523997 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -524048.437500 Penalty: 2717.479492
	Iteration 5Q: 3 clusters Score -524048.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -524098.062500 Penalty: 2717.479492
	Iteration 6Q: 3 clusters Score -524098.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -524134.968750 Penalty: 2717.479492
	Iteration 7Q: 3 clusters Score -524135 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -524166.468750 Penalty: 2717.479492
	Iteration 8Q: 3 clusters Score -524166.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -524195.875000 Penalty: 2717.479492
	Iteration 9Q: 3 clusters Score -524195.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -524222.343750 Penalty: 2717.479492
	Iteration 10Q: 3 clusters Score -524222.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -524239.906250 Penalty: 2717.479492
	Iteration 11Q: 3 clusters Score -524239.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -524256.562500 Penalty: 2717.479492
	Iteration 12Q: 3 clusters Score -524256.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -524274.937500 Penalty: 2717.479492
	Iteration 13Q: 3 clusters Score -524274.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -524294.687500 Penalty: 2717.479492
	Iteration 14Q: 3 clusters Score -524294.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -524307.062500 Penalty: 2717.479492
	Iteration 15Q: 3 clusters Score -524307.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -524319.000000 Penalty: 2717.479492
	Iteration 16Q: 3 clusters Score -524319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -524330.562500 Penalty: 2717.479492
	Iteration 17Q: 3 clusters Score -524330.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -524342.687500 Penalty: 2717.479492
	Iteration 18Q: 3 clusters Score -524342.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -524358.000000 Penalty: 2717.479492
	Iteration 19Q: 3 clusters Score -524358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -524377.812500 Penalty: 2717.479492
	Iteration 20F: 3 clusters Score -524377.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -524392.375000 Penalty: 2717.479492
	Iteration 21Q: 3 clusters Score -524392.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -524411.687500 Penalty: 2717.479492
	Iteration 22Q: 3 clusters Score -524411.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -524431.875000 Penalty: 2717.479492
	Iteration 23Q: 3 clusters Score -524431.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -524454.000000 Penalty: 2717.479492
	Iteration 24Q: 3 clusters Score -524454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -524478.375000 Penalty: 2717.479492
	Iteration 25Q: 3 clusters Score -524478.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -524504.500000 Penalty: 2717.479492
	Iteration 26Q: 3 clusters Score -524504.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -524530.625000 Penalty: 2717.479492
	Iteration 27Q: 3 clusters Score -524530.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -524558.062500 Penalty: 2717.479492
	Iteration 28Q: 3 clusters Score -524558.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -524586.000000 Penalty: 2717.479492
	Iteration 29Q: 3 clusters Score -524586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -524608.187500 Penalty: 2717.479492
	Iteration 30Q: 3 clusters Score -524608.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -524628.812500 Penalty: 2717.479492
	Iteration 31Q: 3 clusters Score -524628.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -524646.812500 Penalty: 2717.479492
	Iteration 32Q: 3 clusters Score -524646.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -524662.750000 Penalty: 2717.479492
	Iteration 33Q: 3 clusters Score -524662.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -524675.812500 Penalty: 2717.479492
	Iteration 34Q: 3 clusters Score -524675.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -524689.750000 Penalty: 2717.479492
	Iteration 35Q: 3 clusters Score -524689.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -524701.437500 Penalty: 2717.479492
	Iteration 36Q: 3 clusters Score -524701.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -524710.312500 Penalty: 2717.479492
	Iteration 37Q: 3 clusters Score -524710.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -524715.937500 Penalty: 2717.479492
	Iteration 38Q: 3 clusters Score -524715.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -524721.500000 Penalty: 2717.479492
	Iteration 39Q: 3 clusters Score -524721.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -524729.625000 Penalty: 2717.479492
	Iteration 40F: 3 clusters Score -524729.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -524736.500000 Penalty: 2717.479492
	Iteration 41Q: 3 clusters Score -524736.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -524745.312500 Penalty: 2717.479492
	Iteration 42Q: 3 clusters Score -524745.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -524749.500000 Penalty: 2717.479492
	Iteration 43Q: 3 clusters Score -524749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -524753.812500 Penalty: 2717.479492
	Iteration 44Q: 3 clusters Score -524753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -524756.562500 Penalty: 2717.479492
	Iteration 45Q: 3 clusters Score -524756.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -524759.187500 Penalty: 2717.479492
	Iteration 46Q: 3 clusters Score -524759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -524761.187500 Penalty: 2717.479492
	Iteration 47Q: 3 clusters Score -524761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -524762.437500 Penalty: 2717.479492
	Iteration 48Q: 3 clusters Score -524762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -524762.750000 Penalty: 2717.479492
	Iteration 49Q: 3 clusters Score -524762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -524763.125000 Penalty: 2717.479492
	Iteration 50Q: 3 clusters Score -524763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -524764.062500 Penalty: 2717.479492
	Iteration 51Q: 3 clusters Score -524764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -524764.687500 Penalty: 2717.479492
	Iteration 52Q: 3 clusters Score -524764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -524765.875000 Penalty: 2717.479492
	Iteration 53Q: 3 clusters Score -524765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -524765.937500 Penalty: 2717.479492
	Iteration 54Q: 3 clusters Score -524765.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -524768.125000 Penalty: 2717.479492
	Iteration 55Q: 3 clusters Score -524768.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -524769.625000 Penalty: 2717.479492
	Iteration 56Q: 3 clusters Score -524769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -524771.875000 Penalty: 2717.479492
	Iteration 57Q: 3 clusters Score -524771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -524771.437500 Penalty: 2717.479492
	Iteration 58Q: 3 clusters Score -524771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -524771.937500 Penalty: 2717.479492
	Iteration 59Q: 3 clusters Score -524771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -524771.937500 Penalty: 2717.479492
	Iteration 60F: 3 clusters Score -524771.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Entering Unmasked Estep 
Score: -1568470.500000 Penalty: 1527.373779
	Iteration 0F: 2 clusters Score -1568470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1560014.000000 Penalty: 3054.747559
	Iteration 0F: 3 clusters Score -1560014 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1562844.875000 Penalty: 3054.747559
	Iteration 1F: 3 clusters Score -1562845 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1563110.375000 Penalty: 3054.747559
	Iteration 2F: 3 clusters Score -1563110 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1563363.000000 Penalty: 3054.747559
	Iteration 3Q: 3 clusters Score -1563363 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1563623.875000 Penalty: 3054.747559
	Iteration 4Q: 3 clusters Score -1563624 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1563861.125000 Penalty: 3054.747559
	Iteration 5Q: 3 clusters Score -1563861 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1564114.250000 Penalty: 3054.747559
	Iteration 6Q: 3 clusters Score -1564114 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1564439.750000 Penalty: 3054.747559
	Iteration 7Q: 3 clusters Score -1564440 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1564809.875000 Penalty: 3054.747559
	Iteration 8Q: 3 clusters Score -1564810 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1565173.250000 Penalty: 3054.747559
	Iteration 9Q: 3 clusters Score -1565173 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1565484.375000 Penalty: 3054.747559
	Iteration 10Q: 3 clusters Score -1565484 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1565717.125000 Penalty: 3054.747559
	Iteration 11Q: 3 clusters Score -1565717 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1565847.875000 Penalty: 3054.747559
	Iteration 12Q: 3 clusters Score -1565848 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1565909.125000 Penalty: 3054.747559
	Iteration 13Q: 3 clusters Score -1565909 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1565953.000000 Penalty: 3054.747559
	Iteration 14Q: 3 clusters Score -1565953 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1565980.125000 Penalty: 3054.747559
	Iteration 15Q: 3 clusters Score -1565980 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1566002.000000 Penalty: 3054.747559
	Iteration 16Q: 3 clusters Score -1566002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1566022.500000 Penalty: 3054.747559
	Iteration 17Q: 3 clusters Score -1566022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1566041.000000 Penalty: 3054.747559
	Iteration 18Q: 3 clusters Score -1566041 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1566056.625000 Penalty: 3054.747559
	Iteration 19Q: 3 clusters Score -1566057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1566078.500000 Penalty: 3054.747559
	Iteration 20F: 3 clusters Score -1566078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1566093.250000 Penalty: 3054.747559
	Iteration 21Q: 3 clusters Score -1566093 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1566121.375000 Penalty: 3054.747559
	Iteration 22Q: 3 clusters Score -1566121 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1566144.875000 Penalty: 3054.747559
	Iteration 23Q: 3 clusters Score -1566145 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1566172.500000 Penalty: 3054.747559
	Iteration 24Q: 3 clusters Score -1566172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1566201.125000 Penalty: 3054.747559
	Iteration 25Q: 3 clusters Score -1566201 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1566228.125000 Penalty: 3054.747559
	Iteration 26Q: 3 clusters Score -1566228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1566264.500000 Penalty: 3054.747559
	Iteration 27Q: 3 clusters Score -1566264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1566308.625000 Penalty: 3054.747559
	Iteration 28Q: 3 clusters Score -1566309 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1566349.875000 Penalty: 3054.747559
	Iteration 29Q: 3 clusters Score -1566350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1566398.000000 Penalty: 3054.747559
	Iteration 30Q: 3 clusters Score -1566398 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1566452.000000 Penalty: 3054.747559
	Iteration 31Q: 3 clusters Score -1566452 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1566501.750000 Penalty: 3054.747559
	Iteration 32Q: 3 clusters Score -1566502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1566554.875000 Penalty: 3054.747559
	Iteration 33Q: 3 clusters Score -1566555 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1566595.000000 Penalty: 3054.747559
	Iteration 34Q: 3 clusters Score -1566595 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1566621.750000 Penalty: 3054.747559
	Iteration 35Q: 3 clusters Score -1566622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1566651.500000 Penalty: 3054.747559
	Iteration 36Q: 3 clusters Score -1566652 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1566684.000000 Penalty: 3054.747559
	Iteration 37Q: 3 clusters Score -1566684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1566720.250000 Penalty: 3054.747559
	Iteration 38Q: 3 clusters Score -1566720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1566751.875000 Penalty: 3054.747559
	Iteration 39Q: 3 clusters Score -1566752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1566790.750000 Penalty: 3054.747559
	Iteration 40F: 3 clusters Score -1566791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1566824.750000 Penalty: 3054.747559
	Iteration 41Q: 3 clusters Score -1566825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1566848.875000 Penalty: 3054.747559
	Iteration 42Q: 3 clusters Score -1566849 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1566877.375000 Penalty: 3054.747559
	Iteration 43Q: 3 clusters Score -1566877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1566893.500000 Penalty: 3054.747559
	Iteration 44Q: 3 clusters Score -1566894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1566912.000000 Penalty: 3054.747559
	Iteration 45Q: 3 clusters Score -1566912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1566931.250000 Penalty: 3054.747559
	Iteration 46Q: 3 clusters Score -1566931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1566951.250000 Penalty: 3054.747559
	Iteration 47Q: 3 clusters Score -1566951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1566966.500000 Penalty: 3054.747559
	Iteration 48Q: 3 clusters Score -1566966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1566982.000000 Penalty: 3054.747559
	Iteration 49Q: 3 clusters Score -1566982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1567003.500000 Penalty: 3054.747559
	Iteration 50Q: 3 clusters Score -1567004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1567020.000000 Penalty: 3054.747559
	Iteration 51Q: 3 clusters Score -1567020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1567031.500000 Penalty: 3054.747559
	Iteration 52Q: 3 clusters Score -1567032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1567040.750000 Penalty: 3054.747559
	Iteration 53Q: 3 clusters Score -1567041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1567046.875000 Penalty: 3054.747559
	Iteration 54Q: 3 clusters Score -1567047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1567053.250000 Penalty: 3054.747559
	Iteration 55Q: 3 clusters Score -1567053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1567054.625000 Penalty: 3054.747559
	Iteration 56Q: 3 clusters Score -1567055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1567055.750000 Penalty: 3054.747559
	Iteration 57Q: 3 clusters Score -1567056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1567054.750000 Penalty: 3054.747559
	Iteration 58Q: 3 clusters Score -1567055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1567054.875000 Penalty: 3054.747559
	Iteration 59Q: 3 clusters Score -1567055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1567057.750000 Penalty: 3054.747559
	Iteration 60F: 3 clusters Score -1567058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1567059.250000 Penalty: 3054.747559
	Iteration 61Q: 3 clusters Score -1567059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1567064.500000 Penalty: 3054.747559
	Iteration 62Q: 3 clusters Score -1567064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1567066.625000 Penalty: 3054.747559
	Iteration 63Q: 3 clusters Score -1567067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1567069.875000 Penalty: 3054.747559
	Iteration 64Q: 3 clusters Score -1567070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1567073.500000 Penalty: 3054.747559
	Iteration 65Q: 3 clusters Score -1567074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1567074.125000 Penalty: 3054.747559
	Iteration 66Q: 3 clusters Score -1567074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1567082.625000 Penalty: 3054.747559
	Iteration 67Q: 3 clusters Score -1567083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1567086.250000 Penalty: 3054.747559
	Iteration 68Q: 3 clusters Score -1567086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1567090.875000 Penalty: 3054.747559
	Iteration 69Q: 3 clusters Score -1567091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1567095.250000 Penalty: 3054.747559
	Iteration 70Q: 3 clusters Score -1567095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1567096.375000 Penalty: 3054.747559
	Iteration 71Q: 3 clusters Score -1567096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1567100.375000 Penalty: 3054.747559
	Iteration 72Q: 3 clusters Score -1567100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1567106.125000 Penalty: 3054.747559
	Iteration 73Q: 3 clusters Score -1567106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1567115.125000 Penalty: 3054.747559
	Iteration 74Q: 3 clusters Score -1567115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1567118.125000 Penalty: 3054.747559
	Iteration 75Q: 3 clusters Score -1567118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1567122.250000 Penalty: 3054.747559
	Iteration 76Q: 3 clusters Score -1567122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1567126.250000 Penalty: 3054.747559
	Iteration 77Q: 3 clusters Score -1567126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1567128.875000 Penalty: 3054.747559
	Iteration 78Q: 3 clusters Score -1567129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1567129.000000 Penalty: 3054.747559
	Iteration 79Q: 3 clusters Score -1567129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1567128.750000 Penalty: 3054.747559
	Iteration 80F: 3 clusters Score -1567129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1567128.250000 Penalty: 3054.747559
	Iteration 81Q: 3 clusters Score -1567128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1567128.250000 Penalty: 3054.747559
	Iteration 82F: 3 clusters Score -1567128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Entering Unmasked Estep 
Score: -2238397.500000 Penalty: 1586.742676
	Iteration 0F: 2 clusters Score -2238398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2226464.500000 Penalty: 3173.485352
	Iteration 0F: 3 clusters Score -2226464 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2230675.500000 Penalty: 3173.485352
	Iteration 1F: 3 clusters Score -2230676 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2230953.250000 Penalty: 3173.485352
	Iteration 2Q: 3 clusters Score -2230953 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2231218.750000 Penalty: 3173.485352
	Iteration 3Q: 3 clusters Score -2231219 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2231545.500000 Penalty: 3173.485352
	Iteration 4Q: 3 clusters Score -2231546 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2231978.250000 Penalty: 3173.485352
	Iteration 5Q: 3 clusters Score -2231978 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2232489.750000 Penalty: 3173.485352
	Iteration 6Q: 3 clusters Score -2232490 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2233078.750000 Penalty: 3173.485352
	Iteration 7F: 3 clusters Score -2233079 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2233747.500000 Penalty: 3173.485352
	Iteration 8F: 3 clusters Score -2233748 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2234446.000000 Penalty: 3173.485352
	Iteration 9F: 3 clusters Score -2234446 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2235044.000000 Penalty: 3173.485352
	Iteration 10F: 3 clusters Score -2235044 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2235450.250000 Penalty: 3173.485352
	Iteration 11Q: 3 clusters Score -2235450 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2235681.500000 Penalty: 3173.485352
	Iteration 12Q: 3 clusters Score -2235682 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2235835.500000 Penalty: 3173.485352
	Iteration 13Q: 3 clusters Score -2235836 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2235953.000000 Penalty: 3173.485352
	Iteration 14Q: 3 clusters Score -2235953 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2236062.500000 Penalty: 3173.485352
	Iteration 15Q: 3 clusters Score -2236062 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2236171.000000 Penalty: 3173.485352
	Iteration 16Q: 3 clusters Score -2236171 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2236268.000000 Penalty: 3173.485352
	Iteration 17Q: 3 clusters Score -2236268 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2236357.750000 Penalty: 3173.485352
	Iteration 18Q: 3 clusters Score -2236358 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2236450.750000 Penalty: 3173.485352
	Iteration 19Q: 3 clusters Score -2236451 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2236531.000000 Penalty: 3173.485352
	Iteration 20F: 3 clusters Score -2236531 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2236593.750000 Penalty: 3173.485352
	Iteration 21Q: 3 clusters Score -2236594 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2236652.000000 Penalty: 3173.485352
	Iteration 22Q: 3 clusters Score -2236652 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2236705.500000 Penalty: 3173.485352
	Iteration 23Q: 3 clusters Score -2236706 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2236756.750000 Penalty: 3173.485352
	Iteration 24Q: 3 clusters Score -2236757 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2236802.750000 Penalty: 3173.485352
	Iteration 25Q: 3 clusters Score -2236803 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2236843.000000 Penalty: 3173.485352
	Iteration 26Q: 3 clusters Score -2236843 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2236877.250000 Penalty: 3173.485352
	Iteration 27Q: 3 clusters Score -2236877 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2236905.500000 Penalty: 3173.485352
	Iteration 28Q: 3 clusters Score -2236906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2236935.750000 Penalty: 3173.485352
	Iteration 29Q: 3 clusters Score -2236936 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2236969.250000 Penalty: 3173.485352
	Iteration 30Q: 3 clusters Score -2236969 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2236995.250000 Penalty: 3173.485352
	Iteration 31Q: 3 clusters Score -2236995 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2237013.750000 Penalty: 3173.485352
	Iteration 32Q: 3 clusters Score -2237014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2237036.000000 Penalty: 3173.485352
	Iteration 33Q: 3 clusters Score -2237036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2237050.750000 Penalty: 3173.485352
	Iteration 34Q: 3 clusters Score -2237051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2237065.000000 Penalty: 3173.485352
	Iteration 35Q: 3 clusters Score -2237065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2237078.500000 Penalty: 3173.485352
	Iteration 36Q: 3 clusters Score -2237078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2237082.250000 Penalty: 3173.485352
	Iteration 37Q: 3 clusters Score -2237082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2237095.000000 Penalty: 3173.485352
	Iteration 38Q: 3 clusters Score -2237095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2237107.000000 Penalty: 3173.485352
	Iteration 39Q: 3 clusters Score -2237107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2237121.250000 Penalty: 3173.485352
	Iteration 40F: 3 clusters Score -2237121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2237124.500000 Penalty: 3173.485352
	Iteration 41Q: 3 clusters Score -2237124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2237143.750000 Penalty: 3173.485352
	Iteration 42Q: 3 clusters Score -2237144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2237146.750000 Penalty: 3173.485352
	Iteration 43Q: 3 clusters Score -2237147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2237150.250000 Penalty: 3173.485352
	Iteration 44Q: 3 clusters Score -2237150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2237157.250000 Penalty: 3173.485352
	Iteration 45Q: 3 clusters Score -2237157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2237163.000000 Penalty: 3173.485352
	Iteration 46Q: 3 clusters Score -2237163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2237167.750000 Penalty: 3173.485352
	Iteration 47Q: 3 clusters Score -2237168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2237179.250000 Penalty: 3173.485352
	Iteration 48Q: 3 clusters Score -2237179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2237194.250000 Penalty: 3173.485352
	Iteration 49Q: 3 clusters Score -2237194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2237196.500000 Penalty: 3173.485352
	Iteration 50Q: 3 clusters Score -2237196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2237209.000000 Penalty: 3173.485352
	Iteration 51Q: 3 clusters Score -2237209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2237224.250000 Penalty: 3173.485352
	Iteration 52Q: 3 clusters Score -2237224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2237229.750000 Penalty: 3173.485352
	Iteration 53Q: 3 clusters Score -2237230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2237234.000000 Penalty: 3173.485352
	Iteration 54Q: 3 clusters Score -2237234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2237239.750000 Penalty: 3173.485352
	Iteration 55Q: 3 clusters Score -2237240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2237244.500000 Penalty: 3173.485352
	Iteration 56Q: 3 clusters Score -2237244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2237251.750000 Penalty: 3173.485352
	Iteration 57Q: 3 clusters Score -2237252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2237261.000000 Penalty: 3173.485352
	Iteration 58Q: 3 clusters Score -2237261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2237259.750000 Penalty: 3173.485352
	Iteration 59Q: 3 clusters Score -2237260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2237269.500000 Penalty: 3173.485352
	Iteration 60F: 3 clusters Score -2237270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2237278.250000 Penalty: 3173.485352
	Iteration 61Q: 3 clusters Score -2237278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2237283.750000 Penalty: 3173.485352
	Iteration 62Q: 3 clusters Score -2237284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2237288.250000 Penalty: 3173.485352
	Iteration 63Q: 3 clusters Score -2237288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2237292.750000 Penalty: 3173.485352
	Iteration 64Q: 3 clusters Score -2237293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2237303.250000 Penalty: 3173.485352
	Iteration 65Q: 3 clusters Score -2237303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2237299.750000 Penalty: 3173.485352
	Iteration 66Q: 3 clusters Score -2237300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2237298.500000 Penalty: 3173.485352
	Iteration 67Q: 3 clusters Score -2237298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2237303.750000 Penalty: 3173.485352
	Iteration 68Q: 3 clusters Score -2237304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2237304.000000 Penalty: 3173.485352
	Iteration 69Q: 3 clusters Score -2237304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2237307.000000 Penalty: 3173.485352
	Iteration 70Q: 3 clusters Score -2237307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2237304.500000 Penalty: 3173.485352
	Iteration 71Q: 3 clusters Score -2237304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2237306.500000 Penalty: 3173.485352
	Iteration 72Q: 3 clusters Score -2237306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2237307.000000 Penalty: 3173.485352
	Iteration 73Q: 3 clusters Score -2237307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2237310.500000 Penalty: 3173.485352
	Iteration 74Q: 3 clusters Score -2237310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2237310.250000 Penalty: 3173.485352
	Iteration 75Q: 3 clusters Score -2237310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2237311.750000 Penalty: 3173.485352
	Iteration 76Q: 3 clusters Score -2237312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2237313.250000 Penalty: 3173.485352
	Iteration 77Q: 3 clusters Score -2237313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2237314.250000 Penalty: 3173.485352
	Iteration 78Q: 3 clusters Score -2237314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2237313.000000 Penalty: 3173.485352
	Iteration 79Q: 3 clusters Score -2237313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2237313.000000 Penalty: 3173.485352
	Iteration 80F: 3 clusters Score -2237313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2237314.500000 Penalty: 3173.485352
	Iteration 81Q: 3 clusters Score -2237314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2237315.000000 Penalty: 3173.485352
	Iteration 82Q: 3 clusters Score -2237315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2237315.000000 Penalty: 3173.485352
	Iteration 83F: 3 clusters Score -2237315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -118662.023438 Penalty: 1122.510254
	Iteration 0F: 2 clusters Score -118662 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 507 members 
Entering Unmasked Estep 
Score: -117254.500000 Penalty: 2245.020508
	Iteration 0F: 3 clusters Score -117254.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117502.890625 Penalty: 2245.020508
	Iteration 1F: 3 clusters Score -117502.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117574.203125 Penalty: 2245.020508
	Iteration 2F: 3 clusters Score -117574.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117607.609375 Penalty: 2245.020508
	Iteration 3Q: 3 clusters Score -117607.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117632.203125 Penalty: 2245.020508
	Iteration 4Q: 3 clusters Score -117632.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117655.140625 Penalty: 2245.020508
	Iteration 5Q: 3 clusters Score -117655.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117683.296875 Penalty: 2245.020508
	Iteration 6Q: 3 clusters Score -117683.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117705.414062 Penalty: 2245.020508
	Iteration 7Q: 3 clusters Score -117705.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117728.320312 Penalty: 2245.020508
	Iteration 8Q: 3 clusters Score -117728.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117764.218750 Penalty: 2245.020508
	Iteration 9Q: 3 clusters Score -117764.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117805.742188 Penalty: 2245.020508
	Iteration 10Q: 3 clusters Score -117805.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117844.789062 Penalty: 2245.020508
	Iteration 11Q: 3 clusters Score -117844.8 nChanged 20
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: -117858.445312 Penalty: 2245.020508
	Iteration 12Q: 3 clusters Score -117858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117871.398438 Penalty: 2245.020508
	Iteration 13Q: 3 clusters Score -117871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117886.039062 Penalty: 2245.020508
	Iteration 14Q: 3 clusters Score -117886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117908.109375 Penalty: 2245.020508
	Iteration 15Q: 3 clusters Score -117908.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117925.421875 Penalty: 2245.020508
	Iteration 16Q: 3 clusters Score -117925.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117936.101562 Penalty: 2245.020508
	Iteration 17Q: 3 clusters Score -117936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117941.093750 Penalty: 2245.020508
	Iteration 18Q: 3 clusters Score -117941.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117942.945312 Penalty: 2245.020508
	Iteration 19Q: 3 clusters Score -117942.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117943.867188 Penalty: 2245.020508
	Iteration 20F: 3 clusters Score -117943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117947.070312 Penalty: 2245.020508
	Iteration 21Q: 3 clusters Score -117947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117951.328125 Penalty: 2245.020508
	Iteration 22Q: 3 clusters Score -117951.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117954.203125 Penalty: 2245.020508
	Iteration 23Q: 3 clusters Score -117954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117957.750000 Penalty: 2245.020508
	Iteration 24Q: 3 clusters Score -117957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117959.531250 Penalty: 2245.020508
	Iteration 25Q: 3 clusters Score -117959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117959.531250 Penalty: 2245.020508
	Iteration 26F: 3 clusters Score -117959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -18802.435547 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -18802.44 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: -18180.523438 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -18180.52 nChanged 48
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: -18357.460938 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -18357.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18397.267578 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -18397.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 19060 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 5 contains 52311 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83504 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 81858 members 
Mstep: Class 11 contains 10407 members 
Mstep: Class 12 contains 7544 members 
Mstep: Class 13 contains 92539 members 
Mstep: Class 14 contains 102258 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 12079 members 
Mstep: Class 20 contains 17406 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526896.000000 Penalty: 45115.199219
Iteration 119Q: 22 clusters Score -6.95269e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 19095 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 5 contains 52351 members 
Mstep: Class 6 contains 10133 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83488 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 81725 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 92502 members 
Mstep: Class 14 contains 102304 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 12115 members 
Mstep: Class 20 contains 17400 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526816.000000 Penalty: 45115.199219
Iteration 120F: 22 clusters Score -6.952682e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 19124 members 
Mstep: Class 3 contains 3116 members 
Mstep: Class 5 contains 52401 members 
Mstep: Class 6 contains 10135 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83485 members 
Mstep: Class 9 contains 232 members 
Mstep: Class 10 contains 81572 members 
Mstep: Class 11 contains 10409 members 
Mstep: Class 12 contains 7544 members 
Mstep: Class 13 contains 92489 members 
Mstep: Class 14 contains 102321 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 12164 members 
Mstep: Class 20 contains 17393 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526816.000000 Penalty: 45115.199219
Iteration 121Q: 22 clusters Score -6.952682e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 19167 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 5 contains 52464 members 
Mstep: Class 6 contains 10135 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83488 members 
Mstep: Class 9 contains 235 members 
Mstep: Class 10 contains 81356 members 
Mstep: Class 11 contains 10406 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 92494 members 
Mstep: Class 14 contains 102346 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 12205 members 
Mstep: Class 20 contains 17389 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526848.000000 Penalty: 45115.199219
Iteration 122Q: 22 clusters Score -6.952685e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 19195 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 5 contains 52537 members 
Mstep: Class 6 contains 10133 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83496 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 81164 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7546 members 
Mstep: Class 13 contains 92506 members 
Mstep: Class 14 contains 102359 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 12236 members 
Mstep: Class 20 contains 17377 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526888.000000 Penalty: 45115.199219
Iteration 123Q: 22 clusters Score -6.952689e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 19217 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 5 contains 52618 members 
Mstep: Class 6 contains 10136 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83530 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 80955 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 92509 members 
Mstep: Class 14 contains 102379 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 12266 members 
Mstep: Class 20 contains 17360 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527064.000000 Penalty: 45115.199219
Iteration 124Q: 22 clusters Score -6.952706e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 19235 members 
Mstep: Class 3 contains 3125 members 
Mstep: Class 5 contains 52711 members 
Mstep: Class 6 contains 10135 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83575 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 80725 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 7548 members 
Mstep: Class 13 contains 92517 members 
Mstep: Class 14 contains 102386 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 17347 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527112.000000 Penalty: 45115.199219
Iteration 125Q: 22 clusters Score -6.952711e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 19249 members 
Mstep: Class 3 contains 3124 members 
Mstep: Class 5 contains 52804 members 
Mstep: Class 6 contains 10134 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83611 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 80503 members 
Mstep: Class 11 contains 10438 members 
Mstep: Class 12 contains 7550 members 
Mstep: Class 13 contains 92533 members 
Mstep: Class 14 contains 102419 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 12309 members 
Mstep: Class 20 contains 17345 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527200.000000 Penalty: 45115.199219
Iteration 126Q: 22 clusters Score -6.95272e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 19267 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 5 contains 52917 members 
Mstep: Class 6 contains 10134 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83636 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 80265 members 
Mstep: Class 11 contains 10434 members 
Mstep: Class 12 contains 7547 members 
Mstep: Class 13 contains 92544 members 
Mstep: Class 14 contains 102464 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 12326 members 
Mstep: Class 20 contains 17339 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527288.000000 Penalty: 45115.199219
Iteration 127Q: 22 clusters Score -6.952729e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 19293 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 5 contains 53087 members 
Mstep: Class 6 contains 10133 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83700 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 79897 members 
Mstep: Class 11 contains 10433 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 92560 members 
Mstep: Class 14 contains 102538 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 12338 members 
Mstep: Class 20 contains 17325 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527384.000000 Penalty: 45115.199219
Iteration 128Q: 22 clusters Score -6.952738e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 19335 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 5 contains 53263 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83741 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 79533 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 92612 members 
Mstep: Class 14 contains 102557 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 12363 members 
Mstep: Class 20 contains 17318 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527352.000000 Penalty: 45115.199219
Iteration 129Q: 22 clusters Score -6.952735e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 19367 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 5 contains 53488 members 
Mstep: Class 6 contains 10130 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83800 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 79140 members 
Mstep: Class 11 contains 10437 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 92638 members 
Mstep: Class 14 contains 102577 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 12395 members 
Mstep: Class 20 contains 17315 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527240.000000 Penalty: 45115.199219
Iteration 130Q: 22 clusters Score -6.952724e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 19398 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 5 contains 53733 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83872 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 78710 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 92644 members 
Mstep: Class 14 contains 102607 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 12431 members 
Mstep: Class 20 contains 17320 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
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Iteration 131Q: 22 clusters Score -6.952723e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 19430 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 5 contains 54016 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83935 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 78267 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 92652 members 
Mstep: Class 14 contains 102639 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 12465 members 
Mstep: Class 20 contains 17318 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
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Iteration 132Q: 22 clusters Score -6.952736e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 19450 members 
Mstep: Class 3 contains 3115 members 
Mstep: Class 5 contains 54348 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83985 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 77799 members 
Mstep: Class 11 contains 10410 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 92676 members 
Mstep: Class 14 contains 102646 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 12496 members 
Mstep: Class 20 contains 17331 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 22 clusters Score -6.952744e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 3110 members 
Mstep: Class 5 contains 54675 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84054 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 77283 members 
Mstep: Class 11 contains 10398 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 92721 members 
Mstep: Class 14 contains 102645 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 17336 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
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Iteration 134Q: 22 clusters Score -6.952756e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 19516 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 5 contains 55032 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84096 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 76773 members 
Mstep: Class 11 contains 10379 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 92772 members 
Mstep: Class 14 contains 102666 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 12558 members 
Mstep: Class 20 contains 17330 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
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Iteration 135Q: 22 clusters Score -6.952766e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 19526 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84119 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 76213 members 
Mstep: Class 11 contains 10370 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 92828 members 
Mstep: Class 14 contains 102696 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 17331 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
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Iteration 136Q: 22 clusters Score -6.952775e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 19541 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 5 contains 55885 members 
Mstep: Class 6 contains 10129 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84104 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 75629 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 92874 members 
Mstep: Class 14 contains 102726 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 12603 members 
Mstep: Class 20 contains 17346 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
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Iteration 137Q: 22 clusters Score -6.952769e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 19560 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 5 contains 56393 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84045 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 74979 members 
Mstep: Class 11 contains 10354 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 92944 members 
Mstep: Class 14 contains 102778 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 12638 members 
Mstep: Class 20 contains 17359 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
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Iteration 138Q: 22 clusters Score -6.952772e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 19580 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 5 contains 56879 members 
Mstep: Class 6 contains 10134 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84031 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 74299 members 
Mstep: Class 11 contains 10339 members 
Mstep: Class 12 contains 7548 members 
Mstep: Class 13 contains 93035 members 
Mstep: Class 14 contains 102824 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 12672 members 
Mstep: Class 20 contains 17367 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
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Iteration 139Q: 22 clusters Score -6.952793e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 19607 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 5 contains 57343 members 
Mstep: Class 6 contains 10129 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84031 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 73626 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 12 contains 7551 members 
Mstep: Class 13 contains 93133 members 
Mstep: Class 14 contains 102899 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 12693 members 
Mstep: Class 20 contains 17378 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 22 clusters Score -6.952791e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 5 contains 57829 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84010 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 72933 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 7553 members 
Mstep: Class 13 contains 93275 members 
Mstep: Class 14 contains 102966 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4285 members 
Mstep: Class 19 contains 12721 members 
Mstep: Class 20 contains 17381 members 
Mstep: Class 22 contains 983 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 141Q: 22 clusters Score -6.952798e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 19640 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 5 contains 58375 members 
Mstep: Class 6 contains 10133 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84000 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 72166 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 7555 members 
Mstep: Class 13 contains 93403 members 
Mstep: Class 14 contains 102989 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 12744 members 
Mstep: Class 20 contains 17419 members 
Mstep: Class 22 contains 983 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 142Q: 22 clusters Score -6.95279e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 19667 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 5 contains 58959 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83994 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 71335 members 
Mstep: Class 11 contains 10280 members 
Mstep: Class 12 contains 7556 members 
Mstep: Class 13 contains 93540 members 
Mstep: Class 14 contains 103035 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 12749 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 143Q: 22 clusters Score -6.952822e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 19686 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 5 contains 59511 members 
Mstep: Class 6 contains 10136 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83983 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 70549 members 
Mstep: Class 11 contains 10273 members 
Mstep: Class 12 contains 7558 members 
Mstep: Class 13 contains 93671 members 
Mstep: Class 14 contains 103087 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 12759 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 144Q: 22 clusters Score -6.952839e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 19712 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 5 contains 60074 members 
Mstep: Class 6 contains 10136 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83965 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 69729 members 
Mstep: Class 11 contains 10264 members 
Mstep: Class 12 contains 7558 members 
Mstep: Class 13 contains 93845 members 
Mstep: Class 14 contains 103139 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 12770 members 
Mstep: Class 20 contains 17525 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Score: -69528296.000000 Penalty: 45115.199219
Iteration 145Q: 22 clusters Score -6.95283e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 19736 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 5 contains 60670 members 
Mstep: Class 6 contains 10141 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83965 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 68879 members 
Mstep: Class 11 contains 10245 members 
Mstep: Class 12 contains 7559 members 
Mstep: Class 13 contains 94014 members 
Mstep: Class 14 contains 103188 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 12790 members 
Mstep: Class 20 contains 17538 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 146Q: 22 clusters Score -6.952846e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 19772 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 5 contains 61239 members 
Mstep: Class 6 contains 10139 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83963 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 68010 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 7563 members 
Mstep: Class 13 contains 94194 members 
Mstep: Class 14 contains 103256 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 12792 members 
Mstep: Class 20 contains 17552 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 147Q: 22 clusters Score -6.952874e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 19800 members 
Mstep: Class 3 contains 3076 members 
Mstep: Class 5 contains 61821 members 
Mstep: Class 6 contains 10137 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 83982 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 67150 members 
Mstep: Class 11 contains 10236 members 
Mstep: Class 12 contains 7569 members 
Mstep: Class 13 contains 94354 members 
Mstep: Class 14 contains 103306 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 12794 members 
Mstep: Class 20 contains 17565 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 148Q: 22 clusters Score -6.952883e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 19838 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 5 contains 62443 members 
Mstep: Class 6 contains 10136 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84009 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 66243 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 7577 members 
Mstep: Class 13 contains 94514 members 
Mstep: Class 14 contains 103351 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 12800 members 
Mstep: Class 20 contains 17598 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 149Q: 22 clusters Score -6.952909e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 19877 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 5 contains 63081 members 
Mstep: Class 6 contains 10139 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84008 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 65344 members 
Mstep: Class 11 contains 10223 members 
Mstep: Class 12 contains 7580 members 
Mstep: Class 13 contains 94708 members 
Mstep: Class 14 contains 103370 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 12802 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 150Q: 22 clusters Score -6.95295e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 19923 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 5 contains 63737 members 
Mstep: Class 6 contains 10143 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84004 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 64441 members 
Mstep: Class 11 contains 10225 members 
Mstep: Class 12 contains 7576 members 
Mstep: Class 13 contains 94856 members 
Mstep: Class 14 contains 103401 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 12804 members 
Mstep: Class 20 contains 17674 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 151Q: 22 clusters Score -6.952971e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 19977 members 
Mstep: Class 3 contains 3073 members 
Mstep: Class 5 contains 64339 members 
Mstep: Class 6 contains 10143 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84006 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 63567 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 7575 members 
Mstep: Class 13 contains 95033 members 
Mstep: Class 14 contains 103427 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4298 members 
Mstep: Class 19 contains 12811 members 
Mstep: Class 20 contains 17720 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 152Q: 22 clusters Score -6.952995e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 20012 members 
Mstep: Class 3 contains 3070 members 
Mstep: Class 5 contains 64946 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84042 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 62682 members 
Mstep: Class 11 contains 10227 members 
Mstep: Class 12 contains 7578 members 
Mstep: Class 13 contains 95220 members 
Mstep: Class 14 contains 103421 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4298 members 
Mstep: Class 19 contains 12831 members 
Mstep: Class 20 contains 17754 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 153Q: 22 clusters Score -6.953015e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 20046 members 
Mstep: Class 3 contains 3067 members 
Mstep: Class 5 contains 65507 members 
Mstep: Class 6 contains 10142 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84063 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 61838 members 
Mstep: Class 11 contains 10229 members 
Mstep: Class 12 contains 7585 members 
Mstep: Class 13 contains 95411 members 
Mstep: Class 14 contains 103433 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 12840 members 
Mstep: Class 20 contains 17786 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 154Q: 22 clusters Score -6.953017e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 20088 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 5 contains 66042 members 
Mstep: Class 6 contains 10140 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84070 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 60949 members 
Mstep: Class 11 contains 10224 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 95617 members 
Mstep: Class 14 contains 103475 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 17841 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 155Q: 22 clusters Score -6.953034e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 20117 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 5 contains 66565 members 
Mstep: Class 6 contains 10133 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84125 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 60070 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 7593 members 
Mstep: Class 13 contains 95820 members 
Mstep: Class 14 contains 103508 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 12872 members 
Mstep: Class 20 contains 17883 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 156Q: 22 clusters Score -6.953038e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 20159 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 5 contains 67043 members 
Mstep: Class 6 contains 10129 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84171 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 59235 members 
Mstep: Class 11 contains 10253 members 
Mstep: Class 12 contains 7597 members 
Mstep: Class 13 contains 95995 members 
Mstep: Class 14 contains 103532 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 12904 members 
Mstep: Class 20 contains 17943 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
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Iteration 157Q: 22 clusters Score -6.953058e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 20200 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 5 contains 67542 members 
Mstep: Class 6 contains 10125 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84235 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 58388 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 7603 members 
Mstep: Class 13 contains 96153 members 
Mstep: Class 14 contains 103535 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4285 members 
Mstep: Class 19 contains 12952 members 
Mstep: Class 20 contains 18000 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530584.000000 Penalty: 45115.199219
Iteration 158Q: 22 clusters Score -6.953058e+07 nChanged 1632
Entering ConstructFrom: 
Score: -69530584.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (52635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Entering Unmasked Estep 
Score: -6771899.500000 Penalty: 1766.559692
	Iteration 0F: 2 clusters Score -6771900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -6736510.500000 Penalty: 3533.119385
	Iteration 0F: 3 clusters Score -6736510 nChanged 24863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -6750564.500000 Penalty: 3533.119385
	Iteration 1F: 3 clusters Score -6750564 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -6750959.500000 Penalty: 3533.119385
	Iteration 2Q: 3 clusters Score -6750960 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -6751321.500000 Penalty: 3533.119385
	Iteration 3Q: 3 clusters Score -6751322 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -6751713.500000 Penalty: 3533.119385
	Iteration 4Q: 3 clusters Score -6751714 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -6752131.500000 Penalty: 3533.119385
	Iteration 5Q: 3 clusters Score -6752132 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -6752586.500000 Penalty: 3533.119385
	Iteration 6Q: 3 clusters Score -6752586 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -6753112.000000 Penalty: 3533.119385
	Iteration 7Q: 3 clusters Score -6753112 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -6753777.500000 Penalty: 3533.119385
	Iteration 8Q: 3 clusters Score -6753778 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -6754554.500000 Penalty: 3533.119385
	Iteration 9Q: 3 clusters Score -6754554 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -6755405.000000 Penalty: 3533.119385
	Iteration 10Q: 3 clusters Score -6755405 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -6756575.000000 Penalty: 3533.119385
	Iteration 11Q: 3 clusters Score -6756575 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -6758124.500000 Penalty: 3533.119385
	Iteration 12Q: 3 clusters Score -6758124 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -6759938.500000 Penalty: 3533.119385
	Iteration 13Q: 3 clusters Score -6759938 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -6762134.000000 Penalty: 3533.119385
	Iteration 14Q: 3 clusters Score -6762134 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -6763942.500000 Penalty: 3533.119385
	Iteration 15Q: 3 clusters Score -6763942 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -6764923.000000 Penalty: 3533.119385
	Iteration 16Q: 3 clusters Score -6764923 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -6765298.000000 Penalty: 3533.119385
	Iteration 17Q: 3 clusters Score -6765298 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -6765536.500000 Penalty: 3533.119385
	Iteration 18Q: 3 clusters Score -6765536 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -6765780.000000 Penalty: 3533.119385
	Iteration 19Q: 3 clusters Score -6765780 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -6765972.000000 Penalty: 3533.119385
	Iteration 20F: 3 clusters Score -6765972 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -6766114.000000 Penalty: 3533.119385
	Iteration 21Q: 3 clusters Score -6766114 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -6766285.500000 Penalty: 3533.119385
	Iteration 22Q: 3 clusters Score -6766286 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -6766428.500000 Penalty: 3533.119385
	Iteration 23Q: 3 clusters Score -6766428 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -6766596.500000 Penalty: 3533.119385
	Iteration 24Q: 3 clusters Score -6766596 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -6766751.500000 Penalty: 3533.119385
	Iteration 25Q: 3 clusters Score -6766752 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -6766932.000000 Penalty: 3533.119385
	Iteration 26Q: 3 clusters Score -6766932 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -6767064.000000 Penalty: 3533.119385
	Iteration 27Q: 3 clusters Score -6767064 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -6767257.500000 Penalty: 3533.119385
	Iteration 28Q: 3 clusters Score -6767258 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -6767419.500000 Penalty: 3533.119385
	Iteration 29Q: 3 clusters Score -6767420 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -6767549.500000 Penalty: 3533.119385
	Iteration 30Q: 3 clusters Score -6767550 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -6767764.500000 Penalty: 3533.119385
	Iteration 31Q: 3 clusters Score -6767764 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -6767978.000000 Penalty: 3533.119385
	Iteration 32Q: 3 clusters Score -6767978 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -6768190.500000 Penalty: 3533.119385
	Iteration 33Q: 3 clusters Score -6768190 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -6768389.000000 Penalty: 3533.119385
	Iteration 34Q: 3 clusters Score -6768389 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -6768566.500000 Penalty: 3533.119385
	Iteration 35Q: 3 clusters Score -6768566 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6768732.500000 Penalty: 3533.119385
	Iteration 36Q: 3 clusters Score -6768732 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -6768961.000000 Penalty: 3533.119385
	Iteration 37Q: 3 clusters Score -6768961 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -6769137.500000 Penalty: 3533.119385
	Iteration 38Q: 3 clusters Score -6769138 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -6769284.500000 Penalty: 3533.119385
	Iteration 39Q: 3 clusters Score -6769284 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -6769452.000000 Penalty: 3533.119385
	Iteration 40F: 3 clusters Score -6769452 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -6769580.000000 Penalty: 3533.119385
	Iteration 41Q: 3 clusters Score -6769580 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -6769677.500000 Penalty: 3533.119385
	Iteration 42Q: 3 clusters Score -6769678 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -6769767.500000 Penalty: 3533.119385
	Iteration 43Q: 3 clusters Score -6769768 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -6769853.000000 Penalty: 3533.119385
	Iteration 44Q: 3 clusters Score -6769853 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -6769931.000000 Penalty: 3533.119385
	Iteration 45Q: 3 clusters Score -6769931 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -6770012.500000 Penalty: 3533.119385
	Iteration 46Q: 3 clusters Score -6770012 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -6770074.000000 Penalty: 3533.119385
	Iteration 47Q: 3 clusters Score -6770074 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -6770124.500000 Penalty: 3533.119385
	Iteration 48Q: 3 clusters Score -6770124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -6770163.500000 Penalty: 3533.119385
	Iteration 49Q: 3 clusters Score -6770164 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -6770190.000000 Penalty: 3533.119385
	Iteration 50Q: 3 clusters Score -6770190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -6770217.500000 Penalty: 3533.119385
	Iteration 51Q: 3 clusters Score -6770218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -6770244.500000 Penalty: 3533.119385
	Iteration 52Q: 3 clusters Score -6770244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -6770275.000000 Penalty: 3533.119385
	Iteration 53Q: 3 clusters Score -6770275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -6770290.500000 Penalty: 3533.119385
	Iteration 54Q: 3 clusters Score -6770290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -6770329.000000 Penalty: 3533.119385
	Iteration 55Q: 3 clusters Score -6770329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -6770331.500000 Penalty: 3533.119385
	Iteration 56Q: 3 clusters Score -6770332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -6770336.000000 Penalty: 3533.119385
	Iteration 57Q: 3 clusters Score -6770336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6770349.500000 Penalty: 3533.119385
	Iteration 58Q: 3 clusters Score -6770350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -6770369.500000 Penalty: 3533.119385
	Iteration 59Q: 3 clusters Score -6770370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -6770363.000000 Penalty: 3533.119385
	Iteration 60F: 3 clusters Score -6770363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -6770371.000000 Penalty: 3533.119385
	Iteration 61Q: 3 clusters Score -6770371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -6770385.500000 Penalty: 3533.119385
	Iteration 62Q: 3 clusters Score -6770386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -6770396.500000 Penalty: 3533.119385
	Iteration 63Q: 3 clusters Score -6770396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -6770411.000000 Penalty: 3533.119385
	Iteration 64Q: 3 clusters Score -6770411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -6770418.500000 Penalty: 3533.119385
	Iteration 65Q: 3 clusters Score -6770418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -6770420.500000 Penalty: 3533.119385
	Iteration 66Q: 3 clusters Score -6770420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6770431.500000 Penalty: 3533.119385
	Iteration 67Q: 3 clusters Score -6770432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -6770439.000000 Penalty: 3533.119385
	Iteration 68Q: 3 clusters Score -6770439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -6770438.000000 Penalty: 3533.119385
	Iteration 69Q: 3 clusters Score -6770438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -6770445.500000 Penalty: 3533.119385
	Iteration 70Q: 3 clusters Score -6770446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -6770445.500000 Penalty: 3533.119385
	Iteration 71Q: 3 clusters Score -6770446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -6770453.000000 Penalty: 3533.119385
	Iteration 72Q: 3 clusters Score -6770453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -6770466.500000 Penalty: 3533.119385
	Iteration 73Q: 3 clusters Score -6770466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6770470.000000 Penalty: 3533.119385
	Iteration 74Q: 3 clusters Score -6770470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -6770466.000000 Penalty: 3533.119385
	Iteration 75Q: 3 clusters Score -6770466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -6770472.000000 Penalty: 3533.119385
	Iteration 76Q: 3 clusters Score -6770472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6770475.000000 Penalty: 3533.119385
	Iteration 77Q: 3 clusters Score -6770475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -6770476.500000 Penalty: 3533.119385
	Iteration 78Q: 3 clusters Score -6770476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -6770474.000000 Penalty: 3533.119385
	Iteration 79Q: 3 clusters Score -6770474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -6770476.000000 Penalty: 3533.119385
	Iteration 80F: 3 clusters Score -6770476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -6770474.000000 Penalty: 3533.119385
	Iteration 81Q: 3 clusters Score -6770474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -6770474.000000 Penalty: 3533.119385
	Iteration 82F: 3 clusters Score -6770474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Entering Unmasked Estep 
Score: -2621194.000000 Penalty: 1611.303223
	Iteration 0F: 2 clusters Score -2621194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2607470.500000 Penalty: 3222.606445
	Iteration 0F: 3 clusters Score -2607470 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2612503.000000 Penalty: 3222.606445
	Iteration 1F: 3 clusters Score -2612503 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2613014.000000 Penalty: 3222.606445
	Iteration 2F: 3 clusters Score -2613014 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2613616.500000 Penalty: 3222.606445
	Iteration 3F: 3 clusters Score -2613616 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2614334.500000 Penalty: 3222.606445
	Iteration 4F: 3 clusters Score -2614334 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2615181.000000 Penalty: 3222.606445
	Iteration 5F: 3 clusters Score -2615181 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2616152.500000 Penalty: 3222.606445
	Iteration 6F: 3 clusters Score -2616152 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2617149.250000 Penalty: 3222.606445
	Iteration 7F: 3 clusters Score -2617149 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2617899.500000 Penalty: 3222.606445
	Iteration 8F: 3 clusters Score -2617900 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2618283.000000 Penalty: 3222.606445
	Iteration 9Q: 3 clusters Score -2618283 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2618482.750000 Penalty: 3222.606445
	Iteration 10Q: 3 clusters Score -2618483 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2618616.500000 Penalty: 3222.606445
	Iteration 11Q: 3 clusters Score -2618616 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2618716.750000 Penalty: 3222.606445
	Iteration 12Q: 3 clusters Score -2618717 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2618784.750000 Penalty: 3222.606445
	Iteration 13Q: 3 clusters Score -2618785 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2618862.750000 Penalty: 3222.606445
	Iteration 14Q: 3 clusters Score -2618863 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2618917.500000 Penalty: 3222.606445
	Iteration 15Q: 3 clusters Score -2618918 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2618988.250000 Penalty: 3222.606445
	Iteration 16Q: 3 clusters Score -2618988 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2619036.500000 Penalty: 3222.606445
	Iteration 17Q: 3 clusters Score -2619036 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2619072.250000 Penalty: 3222.606445
	Iteration 18Q: 3 clusters Score -2619072 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2619117.750000 Penalty: 3222.606445
	Iteration 19Q: 3 clusters Score -2619118 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2619153.500000 Penalty: 3222.606445
	Iteration 20F: 3 clusters Score -2619154 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2619196.500000 Penalty: 3222.606445
	Iteration 21Q: 3 clusters Score -2619196 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2619233.500000 Penalty: 3222.606445
	Iteration 22Q: 3 clusters Score -2619234 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2619267.500000 Penalty: 3222.606445
	Iteration 23Q: 3 clusters Score -2619268 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2619301.000000 Penalty: 3222.606445
	Iteration 24Q: 3 clusters Score -2619301 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2619345.500000 Penalty: 3222.606445
	Iteration 25Q: 3 clusters Score -2619346 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2619383.750000 Penalty: 3222.606445
	Iteration 26Q: 3 clusters Score -2619384 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2619416.500000 Penalty: 3222.606445
	Iteration 27Q: 3 clusters Score -2619416 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2619446.000000 Penalty: 3222.606445
	Iteration 28Q: 3 clusters Score -2619446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2619494.000000 Penalty: 3222.606445
	Iteration 29Q: 3 clusters Score -2619494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2619524.000000 Penalty: 3222.606445
	Iteration 30Q: 3 clusters Score -2619524 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2619547.250000 Penalty: 3222.606445
	Iteration 31Q: 3 clusters Score -2619547 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2619580.500000 Penalty: 3222.606445
	Iteration 32Q: 3 clusters Score -2619580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2619621.250000 Penalty: 3222.606445
	Iteration 33Q: 3 clusters Score -2619621 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2619653.500000 Penalty: 3222.606445
	Iteration 34Q: 3 clusters Score -2619654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2619666.500000 Penalty: 3222.606445
	Iteration 35Q: 3 clusters Score -2619666 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2619696.500000 Penalty: 3222.606445
	Iteration 36Q: 3 clusters Score -2619696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2619714.250000 Penalty: 3222.606445
	Iteration 37Q: 3 clusters Score -2619714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2619732.500000 Penalty: 3222.606445
	Iteration 38Q: 3 clusters Score -2619732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2619750.250000 Penalty: 3222.606445
	Iteration 39Q: 3 clusters Score -2619750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2619765.500000 Penalty: 3222.606445
	Iteration 40F: 3 clusters Score -2619766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2619777.750000 Penalty: 3222.606445
	Iteration 41Q: 3 clusters Score -2619778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2619797.500000 Penalty: 3222.606445
	Iteration 42Q: 3 clusters Score -2619798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2619805.500000 Penalty: 3222.606445
	Iteration 43Q: 3 clusters Score -2619806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2619819.750000 Penalty: 3222.606445
	Iteration 44Q: 3 clusters Score -2619820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2619844.000000 Penalty: 3222.606445
	Iteration 45Q: 3 clusters Score -2619844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2619866.250000 Penalty: 3222.606445
	Iteration 46Q: 3 clusters Score -2619866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2619880.500000 Penalty: 3222.606445
	Iteration 47Q: 3 clusters Score -2619880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2619891.750000 Penalty: 3222.606445
	Iteration 48Q: 3 clusters Score -2619892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2619910.500000 Penalty: 3222.606445
	Iteration 49Q: 3 clusters Score -2619910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2619928.000000 Penalty: 3222.606445
	Iteration 50Q: 3 clusters Score -2619928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2619936.000000 Penalty: 3222.606445
	Iteration 51Q: 3 clusters Score -2619936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2619950.500000 Penalty: 3222.606445
	Iteration 52Q: 3 clusters Score -2619950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2619953.000000 Penalty: 3222.606445
	Iteration 53Q: 3 clusters Score -2619953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2619963.000000 Penalty: 3222.606445
	Iteration 54Q: 3 clusters Score -2619963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2619968.500000 Penalty: 3222.606445
	Iteration 55Q: 3 clusters Score -2619968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2619970.500000 Penalty: 3222.606445
	Iteration 56Q: 3 clusters Score -2619970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2619977.750000 Penalty: 3222.606445
	Iteration 57Q: 3 clusters Score -2619978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2619980.750000 Penalty: 3222.606445
	Iteration 58Q: 3 clusters Score -2619981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2619984.250000 Penalty: 3222.606445
	Iteration 59Q: 3 clusters Score -2619984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2619990.750000 Penalty: 3222.606445
	Iteration 60F: 3 clusters Score -2619991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2619991.000000 Penalty: 3222.606445
	Iteration 61Q: 3 clusters Score -2619991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2619992.000000 Penalty: 3222.606445
	Iteration 62Q: 3 clusters Score -2619992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2620003.500000 Penalty: 3222.606445
	Iteration 63Q: 3 clusters Score -2620004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2620005.500000 Penalty: 3222.606445
	Iteration 64Q: 3 clusters Score -2620006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2620006.000000 Penalty: 3222.606445
	Iteration 65Q: 3 clusters Score -2620006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2620007.750000 Penalty: 3222.606445
	Iteration 66Q: 3 clusters Score -2620008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2620007.750000 Penalty: 3222.606445
	Iteration 67Q: 3 clusters Score -2620008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2620017.250000 Penalty: 3222.606445
	Iteration 68Q: 3 clusters Score -2620017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2620021.750000 Penalty: 3222.606445
	Iteration 69Q: 3 clusters Score -2620022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2620032.250000 Penalty: 3222.606445
	Iteration 70Q: 3 clusters Score -2620032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2620033.250000 Penalty: 3222.606445
	Iteration 71Q: 3 clusters Score -2620033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2620047.250000 Penalty: 3222.606445
	Iteration 72Q: 3 clusters Score -2620047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2620045.000000 Penalty: 3222.606445
	Iteration 73Q: 3 clusters Score -2620045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2620045.500000 Penalty: 3222.606445
	Iteration 74Q: 3 clusters Score -2620046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2620050.000000 Penalty: 3222.606445
	Iteration 75Q: 3 clusters Score -2620050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2620052.500000 Penalty: 3222.606445
	Iteration 76Q: 3 clusters Score -2620052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2620055.750000 Penalty: 3222.606445
	Iteration 77Q: 3 clusters Score -2620056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2620053.500000 Penalty: 3222.606445
	Iteration 78Q: 3 clusters Score -2620054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2620054.250000 Penalty: 3222.606445
	Iteration 79Q: 3 clusters Score -2620054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2620053.250000 Penalty: 3222.606445
	Iteration 80F: 3 clusters Score -2620053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2620056.500000 Penalty: 3222.606445
	Iteration 81Q: 3 clusters Score -2620056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2620057.250000 Penalty: 3222.606445
	Iteration 82Q: 3 clusters Score -2620057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2620060.000000 Penalty: 3222.606445
	Iteration 83Q: 3 clusters Score -2620060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2620063.000000 Penalty: 3222.606445
	Iteration 84Q: 3 clusters Score -2620063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2620066.000000 Penalty: 3222.606445
	Iteration 85Q: 3 clusters Score -2620066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2620065.250000 Penalty: 3222.606445
	Iteration 86Q: 3 clusters Score -2620065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2620074.750000 Penalty: 3222.606445
	Iteration 87Q: 3 clusters Score -2620075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2620074.250000 Penalty: 3222.606445
	Iteration 88Q: 3 clusters Score -2620074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2620074.500000 Penalty: 3222.606445
	Iteration 89Q: 3 clusters Score -2620074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2620076.500000 Penalty: 3222.606445
	Iteration 90Q: 3 clusters Score -2620076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2620080.750000 Penalty: 3222.606445
	Iteration 91Q: 3 clusters Score -2620081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2620082.500000 Penalty: 3222.606445
	Iteration 92Q: 3 clusters Score -2620082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2620078.500000 Penalty: 3222.606445
	Iteration 93Q: 3 clusters Score -2620078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2620087.000000 Penalty: 3222.606445
	Iteration 94Q: 3 clusters Score -2620087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2620089.250000 Penalty: 3222.606445
	Iteration 95Q: 3 clusters Score -2620089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2620089.000000 Penalty: 3222.606445
	Iteration 96Q: 3 clusters Score -2620089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2620091.250000 Penalty: 3222.606445
	Iteration 97Q: 3 clusters Score -2620091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2620091.250000 Penalty: 3222.606445
	Iteration 98F: 3 clusters Score -2620091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -372079.125000 Penalty: 1304.093262
	Iteration 0F: 2 clusters Score -372079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -369301.875000 Penalty: 2608.186523
	Iteration 0F: 3 clusters Score -369301.9 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -369987.218750 Penalty: 2608.186523
	Iteration 1F: 3 clusters Score -369987.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -370127.843750 Penalty: 2608.186523
	Iteration 2F: 3 clusters Score -370127.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -370227.937500 Penalty: 2608.186523
	Iteration 3F: 3 clusters Score -370227.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -370295.968750 Penalty: 2608.186523
	Iteration 4Q: 3 clusters Score -370296 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -370354.937500 Penalty: 2608.186523
	Iteration 5Q: 3 clusters Score -370354.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -370402.843750 Penalty: 2608.186523
	Iteration 6Q: 3 clusters Score -370402.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -370436.875000 Penalty: 2608.186523
	Iteration 7Q: 3 clusters Score -370436.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -370461.125000 Penalty: 2608.186523
	Iteration 8Q: 3 clusters Score -370461.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -370481.343750 Penalty: 2608.186523
	Iteration 9Q: 3 clusters Score -370481.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -370500.500000 Penalty: 2608.186523
	Iteration 10Q: 3 clusters Score -370500.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -370515.031250 Penalty: 2608.186523
	Iteration 11Q: 3 clusters Score -370515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -370528.218750 Penalty: 2608.186523
	Iteration 12Q: 3 clusters Score -370528.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -370540.875000 Penalty: 2608.186523
	Iteration 13Q: 3 clusters Score -370540.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -370554.906250 Penalty: 2608.186523
	Iteration 14Q: 3 clusters Score -370554.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -370566.781250 Penalty: 2608.186523
	Iteration 15Q: 3 clusters Score -370566.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -370573.500000 Penalty: 2608.186523
	Iteration 16Q: 3 clusters Score -370573.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -370577.187500 Penalty: 2608.186523
	Iteration 17Q: 3 clusters Score -370577.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -370581.218750 Penalty: 2608.186523
	Iteration 18Q: 3 clusters Score -370581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -370585.437500 Penalty: 2608.186523
	Iteration 19Q: 3 clusters Score -370585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -370588.875000 Penalty: 2608.186523
	Iteration 20F: 3 clusters Score -370588.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -370590.593750 Penalty: 2608.186523
	Iteration 21Q: 3 clusters Score -370590.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -370592.312500 Penalty: 2608.186523
	Iteration 22Q: 3 clusters Score -370592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -370594.843750 Penalty: 2608.186523
	Iteration 23Q: 3 clusters Score -370594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -370596.875000 Penalty: 2608.186523
	Iteration 24Q: 3 clusters Score -370596.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -370601.437500 Penalty: 2608.186523
	Iteration 25Q: 3 clusters Score -370601.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -370604.093750 Penalty: 2608.186523
	Iteration 26Q: 3 clusters Score -370604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -370608.687500 Penalty: 2608.186523
	Iteration 27Q: 3 clusters Score -370608.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -370609.031250 Penalty: 2608.186523
	Iteration 28Q: 3 clusters Score -370609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -370609.343750 Penalty: 2608.186523
	Iteration 29Q: 3 clusters Score -370609.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -370609.343750 Penalty: 2608.186523
	Iteration 30F: 3 clusters Score -370609.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Entering Unmasked Estep 
Score: -8769715.000000 Penalty: 1808.216064
	Iteration 0F: 2 clusters Score -8769715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -8724717.000000 Penalty: 3616.432129
	Iteration 0F: 3 clusters Score -8724717 nChanged 32231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -8743010.000000 Penalty: 3616.432129
	Iteration 1F: 3 clusters Score -8743010 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -8743620.000000 Penalty: 3616.432129
	Iteration 2Q: 3 clusters Score -8743620 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -8744486.000000 Penalty: 3616.432129
	Iteration 3Q: 3 clusters Score -8744486 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -8745732.000000 Penalty: 3616.432129
	Iteration 4Q: 3 clusters Score -8745732 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -8747794.000000 Penalty: 3616.432129
	Iteration 5F: 3 clusters Score -8747794 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -8751016.000000 Penalty: 3616.432129
	Iteration 6F: 3 clusters Score -8751016 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -8755546.000000 Penalty: 3616.432129
	Iteration 7F: 3 clusters Score -8755546 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -8760085.000000 Penalty: 3616.432129
	Iteration 8F: 3 clusters Score -8760085 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -8762933.000000 Penalty: 3616.432129
	Iteration 9F: 3 clusters Score -8762933 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -8764300.000000 Penalty: 3616.432129
	Iteration 10Q: 3 clusters Score -8764300 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -8764978.000000 Penalty: 3616.432129
	Iteration 11Q: 3 clusters Score -8764978 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -8765553.000000 Penalty: 3616.432129
	Iteration 12Q: 3 clusters Score -8765553 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -8765941.000000 Penalty: 3616.432129
	Iteration 13Q: 3 clusters Score -8765941 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -8766345.000000 Penalty: 3616.432129
	Iteration 14Q: 3 clusters Score -8766345 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -8766613.000000 Penalty: 3616.432129
	Iteration 15Q: 3 clusters Score -8766613 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -8766836.000000 Penalty: 3616.432129
	Iteration 16Q: 3 clusters Score -8766836 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -8767060.000000 Penalty: 3616.432129
	Iteration 17Q: 3 clusters Score -8767060 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -8767284.000000 Penalty: 3616.432129
	Iteration 18Q: 3 clusters Score -8767284 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -8767411.000000 Penalty: 3616.432129
	Iteration 19Q: 3 clusters Score -8767411 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -8767581.000000 Penalty: 3616.432129
	Iteration 20F: 3 clusters Score -8767581 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -8767655.000000 Penalty: 3616.432129
	Iteration 21Q: 3 clusters Score -8767655 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -8767777.000000 Penalty: 3616.432129
	Iteration 22Q: 3 clusters Score -8767777 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -8767827.000000 Penalty: 3616.432129
	Iteration 23Q: 3 clusters Score -8767827 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -8767912.000000 Penalty: 3616.432129
	Iteration 24Q: 3 clusters Score -8767912 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -8767957.000000 Penalty: 3616.432129
	Iteration 25Q: 3 clusters Score -8767957 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -8767998.000000 Penalty: 3616.432129
	Iteration 26Q: 3 clusters Score -8767998 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -8768007.000000 Penalty: 3616.432129
	Iteration 27Q: 3 clusters Score -8768007 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -8768058.000000 Penalty: 3616.432129
	Iteration 28Q: 3 clusters Score -8768058 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -8768095.000000 Penalty: 3616.432129
	Iteration 29Q: 3 clusters Score -8768095 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -8768133.000000 Penalty: 3616.432129
	Iteration 30Q: 3 clusters Score -8768133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -8768132.000000 Penalty: 3616.432129
	Iteration 31Q: 3 clusters Score -8768132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -8768142.000000 Penalty: 3616.432129
	Iteration 32Q: 3 clusters Score -8768142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -8768170.000000 Penalty: 3616.432129
	Iteration 33Q: 3 clusters Score -8768170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -8768173.000000 Penalty: 3616.432129
	Iteration 34Q: 3 clusters Score -8768173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -8768189.000000 Penalty: 3616.432129
	Iteration 35Q: 3 clusters Score -8768189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -8768200.000000 Penalty: 3616.432129
	Iteration 36Q: 3 clusters Score -8768200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -8768203.000000 Penalty: 3616.432129
	Iteration 37Q: 3 clusters Score -8768203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -8768217.000000 Penalty: 3616.432129
	Iteration 38Q: 3 clusters Score -8768217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -8768221.000000 Penalty: 3616.432129
	Iteration 39Q: 3 clusters Score -8768221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -8768218.000000 Penalty: 3616.432129
	Iteration 40F: 3 clusters Score -8768218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -8768228.000000 Penalty: 3616.432129
	Iteration 41Q: 3 clusters Score -8768228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -8768226.000000 Penalty: 3616.432129
	Iteration 42Q: 3 clusters Score -8768226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -8768220.000000 Penalty: 3616.432129
	Iteration 43Q: 3 clusters Score -8768220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -8768223.000000 Penalty: 3616.432129
	Iteration 44Q: 3 clusters Score -8768223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -8768216.000000 Penalty: 3616.432129
	Iteration 45Q: 3 clusters Score -8768216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -8768228.000000 Penalty: 3616.432129
	Iteration 46Q: 3 clusters Score -8768228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -8768234.000000 Penalty: 3616.432129
	Iteration 47Q: 3 clusters Score -8768234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -8768232.000000 Penalty: 3616.432129
	Iteration 48Q: 3 clusters Score -8768232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -8768241.000000 Penalty: 3616.432129
	Iteration 49Q: 3 clusters Score -8768241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -8768238.000000 Penalty: 3616.432129
	Iteration 50Q: 3 clusters Score -8768238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -8768237.000000 Penalty: 3616.432129
	Iteration 51Q: 3 clusters Score -8768237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -8768239.000000 Penalty: 3616.432129
	Iteration 52Q: 3 clusters Score -8768239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -8768238.000000 Penalty: 3616.432129
	Iteration 53Q: 3 clusters Score -8768238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -8768234.000000 Penalty: 3616.432129
	Iteration 54Q: 3 clusters Score -8768234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -8768245.000000 Penalty: 3616.432129
	Iteration 55Q: 3 clusters Score -8768245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -8768245.000000 Penalty: 3616.432129
	Iteration 56Q: 3 clusters Score -8768245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -8768242.000000 Penalty: 3616.432129
	Iteration 57Q: 3 clusters Score -8768242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -8768240.000000 Penalty: 3616.432129
	Iteration 58Q: 3 clusters Score -8768240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -8768238.000000 Penalty: 3616.432129
	Iteration 59Q: 3 clusters Score -8768238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -8768245.000000 Penalty: 3616.432129
	Iteration 60F: 3 clusters Score -8768245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -8768242.000000 Penalty: 3616.432129
	Iteration 61Q: 3 clusters Score -8768242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -8768243.000000 Penalty: 3616.432129
	Iteration 62Q: 3 clusters Score -8768243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -8768250.000000 Penalty: 3616.432129
	Iteration 63Q: 3 clusters Score -8768250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
Score: -8768249.000000 Penalty: 3616.432129
	Iteration 64Q: 3 clusters Score -8768249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -8768244.000000 Penalty: 3616.432129
	Iteration 65Q: 3 clusters Score -8768244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -8768251.000000 Penalty: 3616.432129
	Iteration 66Q: 3 clusters Score -8768251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -8768252.000000 Penalty: 3616.432129
	Iteration 67Q: 3 clusters Score -8768252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -8768256.000000 Penalty: 3616.432129
	Iteration 68Q: 3 clusters Score -8768256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -8768254.000000 Penalty: 3616.432129
	Iteration 69Q: 3 clusters Score -8768254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -8768257.000000 Penalty: 3616.432129
	Iteration 70Q: 3 clusters Score -8768257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -8768250.000000 Penalty: 3616.432129
	Iteration 71Q: 3 clusters Score -8768250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -8768252.000000 Penalty: 3616.432129
	Iteration 72Q: 3 clusters Score -8768252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -8768252.000000 Penalty: 3616.432129
	Iteration 73Q: 3 clusters Score -8768252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -8768256.000000 Penalty: 3616.432129
	Iteration 74Q: 3 clusters Score -8768256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -8768257.000000 Penalty: 3616.432129
	Iteration 75Q: 3 clusters Score -8768257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -8768257.000000 Penalty: 3616.432129
	Iteration 76F: 3 clusters Score -8768257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Entering Unmasked Estep 
Score: -1290215.500000 Penalty: 1498.682861
	Iteration 0F: 2 clusters Score -1290216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1282980.250000 Penalty: 2997.365723
	Iteration 0F: 3 clusters Score -1282980 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1285304.375000 Penalty: 2997.365723
	Iteration 1F: 3 clusters Score -1285304 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1285523.625000 Penalty: 2997.365723
	Iteration 2F: 3 clusters Score -1285524 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1285699.125000 Penalty: 2997.365723
	Iteration 3Q: 3 clusters Score -1285699 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1285841.875000 Penalty: 2997.365723
	Iteration 4Q: 3 clusters Score -1285842 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1285965.625000 Penalty: 2997.365723
	Iteration 5Q: 3 clusters Score -1285966 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1286101.625000 Penalty: 2997.365723
	Iteration 6Q: 3 clusters Score -1286102 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1286323.375000 Penalty: 2997.365723
	Iteration 7Q: 3 clusters Score -1286323 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1286585.125000 Penalty: 2997.365723
	Iteration 8Q: 3 clusters Score -1286585 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1286868.000000 Penalty: 2997.365723
	Iteration 9Q: 3 clusters Score -1286868 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1287204.125000 Penalty: 2997.365723
	Iteration 10Q: 3 clusters Score -1287204 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1287566.500000 Penalty: 2997.365723
	Iteration 11Q: 3 clusters Score -1287566 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1287949.000000 Penalty: 2997.365723
	Iteration 12Q: 3 clusters Score -1287949 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1288253.000000 Penalty: 2997.365723
	Iteration 13Q: 3 clusters Score -1288253 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1288455.500000 Penalty: 2997.365723
	Iteration 14Q: 3 clusters Score -1288456 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1288618.000000 Penalty: 2997.365723
	Iteration 15Q: 3 clusters Score -1288618 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1288710.375000 Penalty: 2997.365723
	Iteration 16Q: 3 clusters Score -1288710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1288776.125000 Penalty: 2997.365723
	Iteration 17Q: 3 clusters Score -1288776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1288817.750000 Penalty: 2997.365723
	Iteration 18Q: 3 clusters Score -1288818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1288852.625000 Penalty: 2997.365723
	Iteration 19Q: 3 clusters Score -1288853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1288869.125000 Penalty: 2997.365723
	Iteration 20F: 3 clusters Score -1288869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1288879.500000 Penalty: 2997.365723
	Iteration 21Q: 3 clusters Score -1288880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1288889.250000 Penalty: 2997.365723
	Iteration 22Q: 3 clusters Score -1288889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1288898.000000 Penalty: 2997.365723
	Iteration 23Q: 3 clusters Score -1288898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1288903.875000 Penalty: 2997.365723
	Iteration 24Q: 3 clusters Score -1288904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1288915.625000 Penalty: 2997.365723
	Iteration 25Q: 3 clusters Score -1288916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1288922.625000 Penalty: 2997.365723
	Iteration 26Q: 3 clusters Score -1288923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1288927.625000 Penalty: 2997.365723
	Iteration 27Q: 3 clusters Score -1288928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1288936.750000 Penalty: 2997.365723
	Iteration 28Q: 3 clusters Score -1288937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1288942.125000 Penalty: 2997.365723
	Iteration 29Q: 3 clusters Score -1288942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1288946.000000 Penalty: 2997.365723
	Iteration 30Q: 3 clusters Score -1288946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1288950.500000 Penalty: 2997.365723
	Iteration 31Q: 3 clusters Score -1288950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1288952.750000 Penalty: 2997.365723
	Iteration 32Q: 3 clusters Score -1288953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1288955.250000 Penalty: 2997.365723
	Iteration 33Q: 3 clusters Score -1288955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1288957.500000 Penalty: 2997.365723
	Iteration 34Q: 3 clusters Score -1288958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1288957.500000 Penalty: 2997.365723
	Iteration 35F: 3 clusters Score -1288958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -26086.615234 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -26086.62 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 131 members 
Entering Unmasked Estep 
Score: -25335.724609 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -25335.72 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25507.373047 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -25507.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25555.496094 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -25555.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25572.429688 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -25572.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25582.978516 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -25582.98 nChanged 4
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: -25587.560547 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -25587.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25615.853516 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -25615.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25633.146484 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -25633.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25646.427734 Penalty: 1790.551270
	Iteration 8Q: 3 clusters Score -25646.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25654.066406 Penalty: 1790.551270
	Iteration 9Q: 3 clusters Score -25654.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25660.810547 Penalty: 1790.551270
	Iteration 10Q: 3 clusters Score -25660.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25664.845703 Penalty: 1790.551270
	Iteration 11Q: 3 clusters Score -25664.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25664.845703 Penalty: 1790.551270
	Iteration 12F: 3 clusters Score -25664.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Entering Unmasked Estep 
Score: -10825437.000000 Penalty: 1843.108765
	Iteration 0F: 2 clusters Score -1.082544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -10769728.000000 Penalty: 3686.217529
	Iteration 0F: 3 clusters Score -1.076973e+07 nChanged 40195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -10792828.000000 Penalty: 3686.217529
	Iteration 1F: 3 clusters Score -1.079283e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -10793494.000000 Penalty: 3686.217529
	Iteration 2Q: 3 clusters Score -1.079349e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -10794418.000000 Penalty: 3686.217529
	Iteration 3Q: 3 clusters Score -1.079442e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -10795836.000000 Penalty: 3686.217529
	Iteration 4Q: 3 clusters Score -1.079584e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -10798110.000000 Penalty: 3686.217529
	Iteration 5Q: 3 clusters Score -1.079811e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -10801868.000000 Penalty: 3686.217529
	Iteration 6F: 3 clusters Score -1.080187e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -10807173.000000 Penalty: 3686.217529
	Iteration 7F: 3 clusters Score -1.080717e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -10812800.000000 Penalty: 3686.217529
	Iteration 8F: 3 clusters Score -1.08128e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -10817271.000000 Penalty: 3686.217529
	Iteration 9F: 3 clusters Score -1.081727e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -10819950.000000 Penalty: 3686.217529
	Iteration 10Q: 3 clusters Score -1.081995e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -10821567.000000 Penalty: 3686.217529
	Iteration 11Q: 3 clusters Score -1.082157e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -10822476.000000 Penalty: 3686.217529
	Iteration 12Q: 3 clusters Score -1.082248e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -10822971.000000 Penalty: 3686.217529
	Iteration 13Q: 3 clusters Score -1.082297e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 83265 members 
Entering Unmasked Estep 
Score: -10823272.000000 Penalty: 3686.217529
	Iteration 14Q: 3 clusters Score -1.082327e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10823449.000000 Penalty: 3686.217529
	Iteration 15Q: 3 clusters Score -1.082345e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -10823581.000000 Penalty: 3686.217529
	Iteration 16Q: 3 clusters Score -1.082358e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -10823634.000000 Penalty: 3686.217529
	Iteration 17Q: 3 clusters Score -1.082363e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -10823675.000000 Penalty: 3686.217529
	Iteration 18Q: 3 clusters Score -1.082368e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -10823699.000000 Penalty: 3686.217529
	Iteration 19Q: 3 clusters Score -1.08237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -10823718.000000 Penalty: 3686.217529
	Iteration 20F: 3 clusters Score -1.082372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 83850 members 
Entering Unmasked Estep 
Score: -10823731.000000 Penalty: 3686.217529
	Iteration 21Q: 3 clusters Score -1.082373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -10823735.000000 Penalty: 3686.217529
	Iteration 22Q: 3 clusters Score -1.082374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -10823744.000000 Penalty: 3686.217529
	Iteration 23Q: 3 clusters Score -1.082374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -10823757.000000 Penalty: 3686.217529
	Iteration 24Q: 3 clusters Score -1.082376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -10823766.000000 Penalty: 3686.217529
	Iteration 25Q: 3 clusters Score -1.082377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -10823777.000000 Penalty: 3686.217529
	Iteration 26Q: 3 clusters Score -1.082378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -10823793.000000 Penalty: 3686.217529
	Iteration 27Q: 3 clusters Score -1.082379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -10823793.000000 Penalty: 3686.217529
	Iteration 28Q: 3 clusters Score -1.082379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -10823806.000000 Penalty: 3686.217529
	Iteration 29Q: 3 clusters Score -1.082381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -10823814.000000 Penalty: 3686.217529
	Iteration 30Q: 3 clusters Score -1.082381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -10823814.000000 Penalty: 3686.217529
	Iteration 31Q: 3 clusters Score -1.082381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -10823821.000000 Penalty: 3686.217529
	Iteration 32Q: 3 clusters Score -1.082382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -10823819.000000 Penalty: 3686.217529
	Iteration 33Q: 3 clusters Score -1.082382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -10823819.000000 Penalty: 3686.217529
	Iteration 34F: 3 clusters Score -1.082382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -8715.384766 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -8715.385 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 128 members 
Entering Unmasked Estep 
Score: -8052.875977 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -8052.876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8305.077148 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -8305.077 nChanged 28
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: -8496.538086 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -8496.538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8536.836914 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -8536.837 nChanged 4
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: -8588.454102 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -8588.454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8594.098633 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -8594.099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8596.935547 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -8596.936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8596.935547 Penalty: 1779.850586
	Iteration 7F: 3 clusters Score -8596.936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (57548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Entering Unmasked Estep 
Score: -7443470.500000 Penalty: 1781.060913
	Iteration 0F: 2 clusters Score -7443470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -7405026.500000 Penalty: 3562.121826
	Iteration 0F: 3 clusters Score -7405026 nChanged 27250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -7420666.500000 Penalty: 3562.121826
	Iteration 1F: 3 clusters Score -7420666 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -7421488.000000 Penalty: 3562.121826
	Iteration 2Q: 3 clusters Score -7421488 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -7422757.500000 Penalty: 3562.121826
	Iteration 3Q: 3 clusters Score -7422758 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -7424816.500000 Penalty: 3562.121826
	Iteration 4F: 3 clusters Score -7424816 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -7427868.500000 Penalty: 3562.121826
	Iteration 5F: 3 clusters Score -7427868 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -7431974.000000 Penalty: 3562.121826
	Iteration 6F: 3 clusters Score -7431974 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -7436244.500000 Penalty: 3562.121826
	Iteration 7F: 3 clusters Score -7436244 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -7439231.000000 Penalty: 3562.121826
	Iteration 8F: 3 clusters Score -7439231 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -7440768.000000 Penalty: 3562.121826
	Iteration 9Q: 3 clusters Score -7440768 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -7441403.500000 Penalty: 3562.121826
	Iteration 10Q: 3 clusters Score -7441404 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -7441655.000000 Penalty: 3562.121826
	Iteration 11Q: 3 clusters Score -7441655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -7441758.000000 Penalty: 3562.121826
	Iteration 12Q: 3 clusters Score -7441758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -7441809.500000 Penalty: 3562.121826
	Iteration 13Q: 3 clusters Score -7441810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -7441848.000000 Penalty: 3562.121826
	Iteration 14Q: 3 clusters Score -7441848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -7441886.500000 Penalty: 3562.121826
	Iteration 15Q: 3 clusters Score -7441886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -7441907.500000 Penalty: 3562.121826
	Iteration 16Q: 3 clusters Score -7441908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -7441915.500000 Penalty: 3562.121826
	Iteration 17Q: 3 clusters Score -7441916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -7441924.500000 Penalty: 3562.121826
	Iteration 18Q: 3 clusters Score -7441924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -7441921.500000 Penalty: 3562.121826
	Iteration 19Q: 3 clusters Score -7441922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -7441921.500000 Penalty: 3562.121826
	Iteration 20F: 3 clusters Score -7441922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Entering Unmasked Estep 
Score: -1306916.750000 Penalty: 1500.550171
	Iteration 0F: 2 clusters Score -1306917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1299582.250000 Penalty: 3001.100342
	Iteration 0F: 3 clusters Score -1299582 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1302009.500000 Penalty: 3001.100342
	Iteration 1F: 3 clusters Score -1302010 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1302303.250000 Penalty: 3001.100342
	Iteration 2F: 3 clusters Score -1302303 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1302524.000000 Penalty: 3001.100342
	Iteration 3F: 3 clusters Score -1302524 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1302747.750000 Penalty: 3001.100342
	Iteration 4Q: 3 clusters Score -1302748 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1303017.625000 Penalty: 3001.100342
	Iteration 5Q: 3 clusters Score -1303018 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1303316.750000 Penalty: 3001.100342
	Iteration 6Q: 3 clusters Score -1303317 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1303705.000000 Penalty: 3001.100342
	Iteration 7F: 3 clusters Score -1303705 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1304163.500000 Penalty: 3001.100342
	Iteration 8F: 3 clusters Score -1304164 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1304566.000000 Penalty: 3001.100342
	Iteration 9F: 3 clusters Score -1304566 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1304898.625000 Penalty: 3001.100342
	Iteration 10Q: 3 clusters Score -1304899 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1305173.625000 Penalty: 3001.100342
	Iteration 11Q: 3 clusters Score -1305174 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1305333.500000 Penalty: 3001.100342
	Iteration 12Q: 3 clusters Score -1305334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1305436.625000 Penalty: 3001.100342
	Iteration 13Q: 3 clusters Score -1305437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1305500.500000 Penalty: 3001.100342
	Iteration 14Q: 3 clusters Score -1305500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1305547.250000 Penalty: 3001.100342
	Iteration 15Q: 3 clusters Score -1305547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1305578.875000 Penalty: 3001.100342
	Iteration 16Q: 3 clusters Score -1305579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1305594.375000 Penalty: 3001.100342
	Iteration 17Q: 3 clusters Score -1305594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1305608.250000 Penalty: 3001.100342
	Iteration 18Q: 3 clusters Score -1305608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1305612.875000 Penalty: 3001.100342
	Iteration 19Q: 3 clusters Score -1305613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1305615.000000 Penalty: 3001.100342
	Iteration 20F: 3 clusters Score -1305615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1305618.125000 Penalty: 3001.100342
	Iteration 21Q: 3 clusters Score -1305618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1305620.875000 Penalty: 3001.100342
	Iteration 22Q: 3 clusters Score -1305621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1305621.625000 Penalty: 3001.100342
	Iteration 23Q: 3 clusters Score -1305622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1305622.500000 Penalty: 3001.100342
	Iteration 24Q: 3 clusters Score -1305622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1305624.125000 Penalty: 3001.100342
	Iteration 25Q: 3 clusters Score -1305624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1305624.875000 Penalty: 3001.100342
	Iteration 26Q: 3 clusters Score -1305625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1305627.000000 Penalty: 3001.100342
	Iteration 27Q: 3 clusters Score -1305627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1305626.375000 Penalty: 3001.100342
	Iteration 28Q: 3 clusters Score -1305626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1305626.375000 Penalty: 3001.100342
	Iteration 29F: 3 clusters Score -1305626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Entering Unmasked Estep 
Score: -944256.625000 Penalty: 1452.169922
	Iteration 0F: 2 clusters Score -944256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -938592.687500 Penalty: 2904.339844
	Iteration 0F: 3 clusters Score -938592.7 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -940476.187500 Penalty: 2904.339844
	Iteration 1F: 3 clusters Score -940476.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -940806.312500 Penalty: 2904.339844
	Iteration 2F: 3 clusters Score -940806.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -941064.312500 Penalty: 2904.339844
	Iteration 3F: 3 clusters Score -941064.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -941269.000000 Penalty: 2904.339844
	Iteration 4Q: 3 clusters Score -941269 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -941432.937500 Penalty: 2904.339844
	Iteration 5Q: 3 clusters Score -941432.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -941555.125000 Penalty: 2904.339844
	Iteration 6Q: 3 clusters Score -941555.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -941642.562500 Penalty: 2904.339844
	Iteration 7Q: 3 clusters Score -941642.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -941699.750000 Penalty: 2904.339844
	Iteration 8Q: 3 clusters Score -941699.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -941753.750000 Penalty: 2904.339844
	Iteration 9Q: 3 clusters Score -941753.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -941799.312500 Penalty: 2904.339844
	Iteration 10Q: 3 clusters Score -941799.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -941847.000000 Penalty: 2904.339844
	Iteration 11Q: 3 clusters Score -941847 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -941883.875000 Penalty: 2904.339844
	Iteration 12Q: 3 clusters Score -941883.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -941918.312500 Penalty: 2904.339844
	Iteration 13Q: 3 clusters Score -941918.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -941950.437500 Penalty: 2904.339844
	Iteration 14Q: 3 clusters Score -941950.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -941979.437500 Penalty: 2904.339844
	Iteration 15Q: 3 clusters Score -941979.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -942001.687500 Penalty: 2904.339844
	Iteration 16Q: 3 clusters Score -942001.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -942019.687500 Penalty: 2904.339844
	Iteration 17Q: 3 clusters Score -942019.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -942046.437500 Penalty: 2904.339844
	Iteration 18Q: 3 clusters Score -942046.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -942068.125000 Penalty: 2904.339844
	Iteration 19Q: 3 clusters Score -942068.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -942087.625000 Penalty: 2904.339844
	Iteration 20F: 3 clusters Score -942087.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -942104.750000 Penalty: 2904.339844
	Iteration 21Q: 3 clusters Score -942104.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -942117.375000 Penalty: 2904.339844
	Iteration 22Q: 3 clusters Score -942117.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -942125.937500 Penalty: 2904.339844
	Iteration 23Q: 3 clusters Score -942125.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -942136.062500 Penalty: 2904.339844
	Iteration 24Q: 3 clusters Score -942136.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -942143.062500 Penalty: 2904.339844
	Iteration 25Q: 3 clusters Score -942143.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -942149.875000 Penalty: 2904.339844
	Iteration 26Q: 3 clusters Score -942149.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -942158.312500 Penalty: 2904.339844
	Iteration 27Q: 3 clusters Score -942158.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -942161.687500 Penalty: 2904.339844
	Iteration 28Q: 3 clusters Score -942161.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -942170.312500 Penalty: 2904.339844
	Iteration 29Q: 3 clusters Score -942170.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -942175.687500 Penalty: 2904.339844
	Iteration 30Q: 3 clusters Score -942175.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -942183.000000 Penalty: 2904.339844
	Iteration 31Q: 3 clusters Score -942183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -942191.312500 Penalty: 2904.339844
	Iteration 32Q: 3 clusters Score -942191.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -942200.125000 Penalty: 2904.339844
	Iteration 33Q: 3 clusters Score -942200.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -942209.562500 Penalty: 2904.339844
	Iteration 34Q: 3 clusters Score -942209.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -942216.687500 Penalty: 2904.339844
	Iteration 35Q: 3 clusters Score -942216.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -942230.500000 Penalty: 2904.339844
	Iteration 36Q: 3 clusters Score -942230.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -942247.625000 Penalty: 2904.339844
	Iteration 37Q: 3 clusters Score -942247.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -942263.062500 Penalty: 2904.339844
	Iteration 38Q: 3 clusters Score -942263.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -942289.125000 Penalty: 2904.339844
	Iteration 39Q: 3 clusters Score -942289.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -942320.187500 Penalty: 2904.339844
	Iteration 40F: 3 clusters Score -942320.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -942379.125000 Penalty: 2904.339844
	Iteration 41Q: 3 clusters Score -942379.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -942452.000000 Penalty: 2904.339844
	Iteration 42Q: 3 clusters Score -942452 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -942542.125000 Penalty: 2904.339844
	Iteration 43Q: 3 clusters Score -942542.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -942676.125000 Penalty: 2904.339844
	Iteration 44Q: 3 clusters Score -942676.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -942811.437500 Penalty: 2904.339844
	Iteration 45Q: 3 clusters Score -942811.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -942934.562500 Penalty: 2904.339844
	Iteration 46Q: 3 clusters Score -942934.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -943017.250000 Penalty: 2904.339844
	Iteration 47Q: 3 clusters Score -943017.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -943077.812500 Penalty: 2904.339844
	Iteration 48Q: 3 clusters Score -943077.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -943125.125000 Penalty: 2904.339844
	Iteration 49Q: 3 clusters Score -943125.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -943155.375000 Penalty: 2904.339844
	Iteration 50Q: 3 clusters Score -943155.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -943169.812500 Penalty: 2904.339844
	Iteration 51Q: 3 clusters Score -943169.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -943182.937500 Penalty: 2904.339844
	Iteration 52Q: 3 clusters Score -943182.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -943185.187500 Penalty: 2904.339844
	Iteration 53Q: 3 clusters Score -943185.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -943189.937500 Penalty: 2904.339844
	Iteration 54Q: 3 clusters Score -943189.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -943192.937500 Penalty: 2904.339844
	Iteration 55Q: 3 clusters Score -943192.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -943196.062500 Penalty: 2904.339844
	Iteration 56Q: 3 clusters Score -943196.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -943202.875000 Penalty: 2904.339844
	Iteration 57Q: 3 clusters Score -943202.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -943211.250000 Penalty: 2904.339844
	Iteration 58Q: 3 clusters Score -943211.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -943212.750000 Penalty: 2904.339844
	Iteration 59Q: 3 clusters Score -943212.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -943215.000000 Penalty: 2904.339844
	Iteration 60F: 3 clusters Score -943215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -943218.375000 Penalty: 2904.339844
	Iteration 61Q: 3 clusters Score -943218.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -943222.312500 Penalty: 2904.339844
	Iteration 62Q: 3 clusters Score -943222.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -943224.812500 Penalty: 2904.339844
	Iteration 63Q: 3 clusters Score -943224.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -943224.687500 Penalty: 2904.339844
	Iteration 64Q: 3 clusters Score -943224.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -943229.250000 Penalty: 2904.339844
	Iteration 65Q: 3 clusters Score -943229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -943227.875000 Penalty: 2904.339844
	Iteration 66Q: 3 clusters Score -943227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -943228.937500 Penalty: 2904.339844
	Iteration 67Q: 3 clusters Score -943228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -943230.125000 Penalty: 2904.339844
	Iteration 68Q: 3 clusters Score -943230.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -943232.375000 Penalty: 2904.339844
	Iteration 69Q: 3 clusters Score -943232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -943233.062500 Penalty: 2904.339844
	Iteration 70Q: 3 clusters Score -943233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -943233.125000 Penalty: 2904.339844
	Iteration 71Q: 3 clusters Score -943233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -943233.375000 Penalty: 2904.339844
	Iteration 72Q: 3 clusters Score -943233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -943232.875000 Penalty: 2904.339844
	Iteration 73Q: 3 clusters Score -943232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -943232.000000 Penalty: 2904.339844
	Iteration 74Q: 3 clusters Score -943232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -943232.187500 Penalty: 2904.339844
	Iteration 75Q: 3 clusters Score -943232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -943234.187500 Penalty: 2904.339844
	Iteration 76Q: 3 clusters Score -943234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -943235.000000 Penalty: 2904.339844
	Iteration 77Q: 3 clusters Score -943235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -943235.000000 Penalty: 2904.339844
	Iteration 78Q: 3 clusters Score -943235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -943236.000000 Penalty: 2904.339844
	Iteration 79Q: 3 clusters Score -943236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -943237.875000 Penalty: 2904.339844
	Iteration 80F: 3 clusters Score -943237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -943239.125000 Penalty: 2904.339844
	Iteration 81Q: 3 clusters Score -943239.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -943238.500000 Penalty: 2904.339844
	Iteration 82Q: 3 clusters Score -943238.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -943240.062500 Penalty: 2904.339844
	Iteration 83Q: 3 clusters Score -943240.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -943244.375000 Penalty: 2904.339844
	Iteration 84Q: 3 clusters Score -943244.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -943243.500000 Penalty: 2904.339844
	Iteration 85Q: 3 clusters Score -943243.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -943246.125000 Penalty: 2904.339844
	Iteration 86Q: 3 clusters Score -943246.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -943246.625000 Penalty: 2904.339844
	Iteration 87Q: 3 clusters Score -943246.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -943248.187500 Penalty: 2904.339844
	Iteration 88Q: 3 clusters Score -943248.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -943248.750000 Penalty: 2904.339844
	Iteration 89Q: 3 clusters Score -943248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -943249.625000 Penalty: 2904.339844
	Iteration 90Q: 3 clusters Score -943249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -943251.687500 Penalty: 2904.339844
	Iteration 91Q: 3 clusters Score -943251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -943252.812500 Penalty: 2904.339844
	Iteration 92Q: 3 clusters Score -943252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -943251.562500 Penalty: 2904.339844
	Iteration 93Q: 3 clusters Score -943251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -943251.562500 Penalty: 2904.339844
	Iteration 94F: 3 clusters Score -943251.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Entering Unmasked Estep 
Score: -12356994.000000 Penalty: 1864.701782
	Iteration 0F: 2 clusters Score -1.235699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -12295268.000000 Penalty: 3729.403564
	Iteration 0F: 3 clusters Score -1.229527e+07 nChanged 46099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -12322039.000000 Penalty: 3729.403564
	Iteration 1F: 3 clusters Score -1.232204e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -12322515.000000 Penalty: 3729.403564
	Iteration 2Q: 3 clusters Score -1.232252e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -12323077.000000 Penalty: 3729.403564
	Iteration 3Q: 3 clusters Score -1.232308e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -12323852.000000 Penalty: 3729.403564
	Iteration 4Q: 3 clusters Score -1.232385e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -12324969.000000 Penalty: 3729.403564
	Iteration 5Q: 3 clusters Score -1.232497e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -12326720.000000 Penalty: 3729.403564
	Iteration 6Q: 3 clusters Score -1.232672e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -12329879.000000 Penalty: 3729.403564
	Iteration 7F: 3 clusters Score -1.232988e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -12334728.000000 Penalty: 3729.403564
	Iteration 8F: 3 clusters Score -1.233473e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -12340730.000000 Penalty: 3729.403564
	Iteration 9F: 3 clusters Score -1.234073e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -12345592.000000 Penalty: 3729.403564
	Iteration 10F: 3 clusters Score -1.234559e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -12348194.000000 Penalty: 3729.403564
	Iteration 11Q: 3 clusters Score -1.234819e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -12349234.000000 Penalty: 3729.403564
	Iteration 12Q: 3 clusters Score -1.234923e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -12349758.000000 Penalty: 3729.403564
	Iteration 13Q: 3 clusters Score -1.234976e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -12350126.000000 Penalty: 3729.403564
	Iteration 14Q: 3 clusters Score -1.235013e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -12350423.000000 Penalty: 3729.403564
	Iteration 15Q: 3 clusters Score -1.235042e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -12350650.000000 Penalty: 3729.403564
	Iteration 16Q: 3 clusters Score -1.235065e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -12350879.000000 Penalty: 3729.403564
	Iteration 17Q: 3 clusters Score -1.235088e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -12351041.000000 Penalty: 3729.403564
	Iteration 18Q: 3 clusters Score -1.235104e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -12351180.000000 Penalty: 3729.403564
	Iteration 19Q: 3 clusters Score -1.235118e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -12351298.000000 Penalty: 3729.403564
	Iteration 20F: 3 clusters Score -1.23513e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -12351442.000000 Penalty: 3729.403564
	Iteration 21Q: 3 clusters Score -1.235144e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 81802 members 
Entering Unmasked Estep 
Score: -12351612.000000 Penalty: 3729.403564
	Iteration 22Q: 3 clusters Score -1.235161e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -12351726.000000 Penalty: 3729.403564
	Iteration 23Q: 3 clusters Score -1.235173e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -12351850.000000 Penalty: 3729.403564
	Iteration 24Q: 3 clusters Score -1.235185e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 83140 members 
Entering Unmasked Estep 
Score: -12351976.000000 Penalty: 3729.403564
	Iteration 25Q: 3 clusters Score -1.235198e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -12352034.000000 Penalty: 3729.403564
	Iteration 26Q: 3 clusters Score -1.235203e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 83982 members 
Entering Unmasked Estep 
Score: -12352151.000000 Penalty: 3729.403564
	Iteration 27Q: 3 clusters Score -1.235215e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -12352267.000000 Penalty: 3729.403564
	Iteration 28Q: 3 clusters Score -1.235227e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -12352395.000000 Penalty: 3729.403564
	Iteration 29Q: 3 clusters Score -1.23524e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -12352505.000000 Penalty: 3729.403564
	Iteration 30Q: 3 clusters Score -1.23525e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -12352605.000000 Penalty: 3729.403564
	Iteration 31Q: 3 clusters Score -1.23526e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -12352700.000000 Penalty: 3729.403564
	Iteration 32Q: 3 clusters Score -1.23527e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -12352797.000000 Penalty: 3729.403564
	Iteration 33Q: 3 clusters Score -1.23528e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -12352916.000000 Penalty: 3729.403564
	Iteration 34Q: 3 clusters Score -1.235292e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -12352981.000000 Penalty: 3729.403564
	Iteration 35Q: 3 clusters Score -1.235298e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -12353089.000000 Penalty: 3729.403564
	Iteration 36Q: 3 clusters Score -1.235309e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 88120 members 
Entering Unmasked Estep 
Score: -12353208.000000 Penalty: 3729.403564
	Iteration 37Q: 3 clusters Score -1.235321e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -12353357.000000 Penalty: 3729.403564
	Iteration 38Q: 3 clusters Score -1.235336e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -12353510.000000 Penalty: 3729.403564
	Iteration 39Q: 3 clusters Score -1.235351e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -12353596.000000 Penalty: 3729.403564
	Iteration 40F: 3 clusters Score -1.23536e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 89874 members 
Entering Unmasked Estep 
Score: -12353723.000000 Penalty: 3729.403564
	Iteration 41Q: 3 clusters Score -1.235372e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -12353852.000000 Penalty: 3729.403564
	Iteration 42Q: 3 clusters Score -1.235385e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
Score: -12353978.000000 Penalty: 3729.403564
	Iteration 43Q: 3 clusters Score -1.235398e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -12354062.000000 Penalty: 3729.403564
	Iteration 44Q: 3 clusters Score -1.235406e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -12354190.000000 Penalty: 3729.403564
	Iteration 45Q: 3 clusters Score -1.235419e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -12354310.000000 Penalty: 3729.403564
	Iteration 46Q: 3 clusters Score -1.235431e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -12354366.000000 Penalty: 3729.403564
	Iteration 47Q: 3 clusters Score -1.235437e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -12354501.000000 Penalty: 3729.403564
	Iteration 48Q: 3 clusters Score -1.23545e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -12354619.000000 Penalty: 3729.403564
	Iteration 49Q: 3 clusters Score -1.235462e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -12354708.000000 Penalty: 3729.403564
	Iteration 50Q: 3 clusters Score -1.235471e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -12354765.000000 Penalty: 3729.403564
	Iteration 51Q: 3 clusters Score -1.235476e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -12354849.000000 Penalty: 3729.403564
	Iteration 52Q: 3 clusters Score -1.235485e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -12354881.000000 Penalty: 3729.403564
	Iteration 53Q: 3 clusters Score -1.235488e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -12354942.000000 Penalty: 3729.403564
	Iteration 54Q: 3 clusters Score -1.235494e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -12354974.000000 Penalty: 3729.403564
	Iteration 55Q: 3 clusters Score -1.235497e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 94232 members 
Entering Unmasked Estep 
Score: -12354999.000000 Penalty: 3729.403564
	Iteration 56Q: 3 clusters Score -1.2355e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -12355030.000000 Penalty: 3729.403564
	Iteration 57Q: 3 clusters Score -1.235503e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -12355089.000000 Penalty: 3729.403564
	Iteration 58Q: 3 clusters Score -1.235509e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -12355142.000000 Penalty: 3729.403564
	Iteration 59Q: 3 clusters Score -1.235514e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 94760 members 
Entering Unmasked Estep 
Score: -12355182.000000 Penalty: 3729.403564
	Iteration 60F: 3 clusters Score -1.235518e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -12355230.000000 Penalty: 3729.403564
	Iteration 61Q: 3 clusters Score -1.235523e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -12355267.000000 Penalty: 3729.403564
	Iteration 62Q: 3 clusters Score -1.235527e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -12355291.000000 Penalty: 3729.403564
	Iteration 63Q: 3 clusters Score -1.235529e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -12355283.000000 Penalty: 3729.403564
	Iteration 64Q: 3 clusters Score -1.235528e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -12355318.000000 Penalty: 3729.403564
	Iteration 65Q: 3 clusters Score -1.235532e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -12355343.000000 Penalty: 3729.403564
	Iteration 66Q: 3 clusters Score -1.235534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -12355340.000000 Penalty: 3729.403564
	Iteration 67Q: 3 clusters Score -1.235534e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -12355345.000000 Penalty: 3729.403564
	Iteration 68Q: 3 clusters Score -1.235534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -12355355.000000 Penalty: 3729.403564
	Iteration 69Q: 3 clusters Score -1.235536e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -12355374.000000 Penalty: 3729.403564
	Iteration 70Q: 3 clusters Score -1.235537e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 95348 members 
Entering Unmasked Estep 
Score: -12355385.000000 Penalty: 3729.403564
	Iteration 71Q: 3 clusters Score -1.235538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -12355386.000000 Penalty: 3729.403564
	Iteration 72Q: 3 clusters Score -1.235539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -12355404.000000 Penalty: 3729.403564
	Iteration 73Q: 3 clusters Score -1.23554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -12355410.000000 Penalty: 3729.403564
	Iteration 74Q: 3 clusters Score -1.235541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -12355424.000000 Penalty: 3729.403564
	Iteration 75Q: 3 clusters Score -1.235542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 95447 members 
Entering Unmasked Estep 
Score: -12355422.000000 Penalty: 3729.403564
	Iteration 76Q: 3 clusters Score -1.235542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -12355416.000000 Penalty: 3729.403564
	Iteration 77Q: 3 clusters Score -1.235542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -12355424.000000 Penalty: 3729.403564
	Iteration 78Q: 3 clusters Score -1.235542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -12355418.000000 Penalty: 3729.403564
	Iteration 79Q: 3 clusters Score -1.235542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 95480 members 
Entering Unmasked Estep 
Score: -12355419.000000 Penalty: 3729.403564
	Iteration 80F: 3 clusters Score -1.235542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -12355426.000000 Penalty: 3729.403564
	Iteration 81Q: 3 clusters Score -1.235543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -12355437.000000 Penalty: 3729.403564
	Iteration 82Q: 3 clusters Score -1.235544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -12355437.000000 Penalty: 3729.403564
	Iteration 83Q: 3 clusters Score -1.235544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -12355434.000000 Penalty: 3729.403564
	Iteration 84Q: 3 clusters Score -1.235543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -12355433.000000 Penalty: 3729.403564
	Iteration 85Q: 3 clusters Score -1.235543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -12355430.000000 Penalty: 3729.403564
	Iteration 86Q: 3 clusters Score -1.235543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -12355421.000000 Penalty: 3729.403564
	Iteration 87Q: 3 clusters Score -1.235542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -12355427.000000 Penalty: 3729.403564
	Iteration 88Q: 3 clusters Score -1.235543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -12355429.000000 Penalty: 3729.403564
	Iteration 89Q: 3 clusters Score -1.235543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -12355438.000000 Penalty: 3729.403564
	Iteration 90Q: 3 clusters Score -1.235544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -12355440.000000 Penalty: 3729.403564
	Iteration 91Q: 3 clusters Score -1.235544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -12355446.000000 Penalty: 3729.403564
	Iteration 92Q: 3 clusters Score -1.235545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -12355454.000000 Penalty: 3729.403564
	Iteration 93Q: 3 clusters Score -1.235545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -12355445.000000 Penalty: 3729.403564
	Iteration 94Q: 3 clusters Score -1.235544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -12355442.000000 Penalty: 3729.403564
	Iteration 95Q: 3 clusters Score -1.235544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -12355438.000000 Penalty: 3729.403564
	Iteration 96Q: 3 clusters Score -1.235544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -12355443.000000 Penalty: 3729.403564
	Iteration 97Q: 3 clusters Score -1.235544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -12355442.000000 Penalty: 3729.403564
	Iteration 98Q: 3 clusters Score -1.235544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -12355455.000000 Penalty: 3729.403564
	Iteration 99Q: 3 clusters Score -1.235546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -12355448.000000 Penalty: 3729.403564
	Iteration 100F: 3 clusters Score -1.235545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -12355452.000000 Penalty: 3729.403564
	Iteration 101Q: 3 clusters Score -1.235545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -12355454.000000 Penalty: 3729.403564
	Iteration 102Q: 3 clusters Score -1.235545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -12355457.000000 Penalty: 3729.403564
	Iteration 103Q: 3 clusters Score -1.235546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -12355457.000000 Penalty: 3729.403564
	Iteration 104F: 3 clusters Score -1.235546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (103560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Entering Unmasked Estep 
Score: -13299043.000000 Penalty: 1876.534912
	Iteration 0F: 2 clusters Score -1.329904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -13233889.000000 Penalty: 3753.069824
	Iteration 0F: 3 clusters Score -1.323389e+07 nChanged 49619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -13263983.000000 Penalty: 3753.069824
	Iteration 1F: 3 clusters Score -1.326398e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -13266425.000000 Penalty: 3753.069824
	Iteration 2Q: 3 clusters Score -1.326642e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -13270414.000000 Penalty: 3753.069824
	Iteration 3F: 3 clusters Score -1.327041e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -13275840.000000 Penalty: 3753.069824
	Iteration 4F: 3 clusters Score -1.327584e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -13281933.000000 Penalty: 3753.069824
	Iteration 5F: 3 clusters Score -1.328193e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -13287533.000000 Penalty: 3753.069824
	Iteration 6F: 3 clusters Score -1.328753e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -13291478.000000 Penalty: 3753.069824
	Iteration 7Q: 3 clusters Score -1.329148e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -13293566.000000 Penalty: 3753.069824
	Iteration 8Q: 3 clusters Score -1.329357e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -13294770.000000 Penalty: 3753.069824
	Iteration 9Q: 3 clusters Score -1.329477e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -13295680.000000 Penalty: 3753.069824
	Iteration 10Q: 3 clusters Score -1.329568e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -13296415.000000 Penalty: 3753.069824
	Iteration 11Q: 3 clusters Score -1.329642e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -13297000.000000 Penalty: 3753.069824
	Iteration 12Q: 3 clusters Score -1.3297e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -13297376.000000 Penalty: 3753.069824
	Iteration 13Q: 3 clusters Score -1.329738e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -13297689.000000 Penalty: 3753.069824
	Iteration 14Q: 3 clusters Score -1.329769e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 90748 members 
Entering Unmasked Estep 
Score: -13297876.000000 Penalty: 3753.069824
	Iteration 15Q: 3 clusters Score -1.329788e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -13298100.000000 Penalty: 3753.069824
	Iteration 16Q: 3 clusters Score -1.32981e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -13298226.000000 Penalty: 3753.069824
	Iteration 17Q: 3 clusters Score -1.329823e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -13298283.000000 Penalty: 3753.069824
	Iteration 18Q: 3 clusters Score -1.329828e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -13298434.000000 Penalty: 3753.069824
	Iteration 19Q: 3 clusters Score -1.329843e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -13298467.000000 Penalty: 3753.069824
	Iteration 20F: 3 clusters Score -1.329847e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -13298469.000000 Penalty: 3753.069824
	Iteration 21Q: 3 clusters Score -1.329847e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -13298486.000000 Penalty: 3753.069824
	Iteration 22Q: 3 clusters Score -1.329849e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -13298531.000000 Penalty: 3753.069824
	Iteration 23Q: 3 clusters Score -1.329853e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -13298556.000000 Penalty: 3753.069824
	Iteration 24Q: 3 clusters Score -1.329856e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -13298581.000000 Penalty: 3753.069824
	Iteration 25Q: 3 clusters Score -1.329858e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -13298589.000000 Penalty: 3753.069824
	Iteration 26Q: 3 clusters Score -1.329859e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -13298606.000000 Penalty: 3753.069824
	Iteration 27Q: 3 clusters Score -1.329861e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 93835 members 
Entering Unmasked Estep 
Score: -13298627.000000 Penalty: 3753.069824
	Iteration 28Q: 3 clusters Score -1.329863e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -13298673.000000 Penalty: 3753.069824
	Iteration 29Q: 3 clusters Score -1.329867e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -13298678.000000 Penalty: 3753.069824
	Iteration 30Q: 3 clusters Score -1.329868e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -13298712.000000 Penalty: 3753.069824
	Iteration 31Q: 3 clusters Score -1.329871e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -13298721.000000 Penalty: 3753.069824
	Iteration 32Q: 3 clusters Score -1.329872e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -13298727.000000 Penalty: 3753.069824
	Iteration 33Q: 3 clusters Score -1.329873e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -13298749.000000 Penalty: 3753.069824
	Iteration 34Q: 3 clusters Score -1.329875e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 94625 members 
Entering Unmasked Estep 
Score: -13298754.000000 Penalty: 3753.069824
	Iteration 35Q: 3 clusters Score -1.329875e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -13298769.000000 Penalty: 3753.069824
	Iteration 36Q: 3 clusters Score -1.329877e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -13298780.000000 Penalty: 3753.069824
	Iteration 37Q: 3 clusters Score -1.329878e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -13298785.000000 Penalty: 3753.069824
	Iteration 38Q: 3 clusters Score -1.329878e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -13298777.000000 Penalty: 3753.069824
	Iteration 39Q: 3 clusters Score -1.329878e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -13298804.000000 Penalty: 3753.069824
	Iteration 40F: 3 clusters Score -1.32988e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 95215 members 
Entering Unmasked Estep 
Score: -13298803.000000 Penalty: 3753.069824
	Iteration 41Q: 3 clusters Score -1.32988e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -13298845.000000 Penalty: 3753.069824
	Iteration 42Q: 3 clusters Score -1.329884e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -13298869.000000 Penalty: 3753.069824
	Iteration 43Q: 3 clusters Score -1.329887e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -13298841.000000 Penalty: 3753.069824
	Iteration 44Q: 3 clusters Score -1.329884e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 95592 members 
Entering Unmasked Estep 
Score: -13298860.000000 Penalty: 3753.069824
	Iteration 45Q: 3 clusters Score -1.329886e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -13298892.000000 Penalty: 3753.069824
	Iteration 46Q: 3 clusters Score -1.329889e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -13298892.000000 Penalty: 3753.069824
	Iteration 47Q: 3 clusters Score -1.329889e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -13298905.000000 Penalty: 3753.069824
	Iteration 48Q: 3 clusters Score -1.32989e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 95906 members 
Entering Unmasked Estep 
Score: -13298895.000000 Penalty: 3753.069824
	Iteration 49Q: 3 clusters Score -1.32989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -13298917.000000 Penalty: 3753.069824
	Iteration 50Q: 3 clusters Score -1.329892e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -13298901.000000 Penalty: 3753.069824
	Iteration 51Q: 3 clusters Score -1.32989e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -13298926.000000 Penalty: 3753.069824
	Iteration 52Q: 3 clusters Score -1.329893e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 96146 members 
Entering Unmasked Estep 
Score: -13298925.000000 Penalty: 3753.069824
	Iteration 53Q: 3 clusters Score -1.329892e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -13298908.000000 Penalty: 3753.069824
	Iteration 54Q: 3 clusters Score -1.329891e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -13298898.000000 Penalty: 3753.069824
	Iteration 55Q: 3 clusters Score -1.32989e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 96318 members 
Entering Unmasked Estep 
Score: -13298897.000000 Penalty: 3753.069824
	Iteration 56Q: 3 clusters Score -1.32989e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -13298914.000000 Penalty: 3753.069824
	Iteration 57Q: 3 clusters Score -1.329891e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -13298923.000000 Penalty: 3753.069824
	Iteration 58Q: 3 clusters Score -1.329892e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -13298920.000000 Penalty: 3753.069824
	Iteration 59Q: 3 clusters Score -1.329892e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
Score: -13298934.000000 Penalty: 3753.069824
	Iteration 60F: 3 clusters Score -1.329893e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -13298927.000000 Penalty: 3753.069824
	Iteration 61Q: 3 clusters Score -1.329893e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -13298928.000000 Penalty: 3753.069824
	Iteration 62Q: 3 clusters Score -1.329893e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -13298923.000000 Penalty: 3753.069824
	Iteration 63Q: 3 clusters Score -1.329892e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -13298930.000000 Penalty: 3753.069824
	Iteration 64Q: 3 clusters Score -1.329893e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -13298935.000000 Penalty: 3753.069824
	Iteration 65Q: 3 clusters Score -1.329894e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -13298939.000000 Penalty: 3753.069824
	Iteration 66Q: 3 clusters Score -1.329894e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 96951 members 
Entering Unmasked Estep 
Score: -13298931.000000 Penalty: 3753.069824
	Iteration 67Q: 3 clusters Score -1.329893e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -13298931.000000 Penalty: 3753.069824
	Iteration 68Q: 3 clusters Score -1.329893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -13298923.000000 Penalty: 3753.069824
	Iteration 69Q: 3 clusters Score -1.329892e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -13298951.000000 Penalty: 3753.069824
	Iteration 70Q: 3 clusters Score -1.329895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -13298957.000000 Penalty: 3753.069824
	Iteration 71Q: 3 clusters Score -1.329896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -13298968.000000 Penalty: 3753.069824
	Iteration 72Q: 3 clusters Score -1.329897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -13298969.000000 Penalty: 3753.069824
	Iteration 73Q: 3 clusters Score -1.329897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
Score: -13298975.000000 Penalty: 3753.069824
	Iteration 74Q: 3 clusters Score -1.329898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -13298964.000000 Penalty: 3753.069824
	Iteration 75Q: 3 clusters Score -1.329896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -13298971.000000 Penalty: 3753.069824
	Iteration 76Q: 3 clusters Score -1.329897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -13298985.000000 Penalty: 3753.069824
	Iteration 77Q: 3 clusters Score -1.329898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 97260 members 
Entering Unmasked Estep 
Score: -13298997.000000 Penalty: 3753.069824
	Iteration 78Q: 3 clusters Score -1.3299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 97283 members 
Entering Unmasked Estep 
Score: -13298982.000000 Penalty: 3753.069824
	Iteration 79Q: 3 clusters Score -1.329898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -13298991.000000 Penalty: 3753.069824
	Iteration 80F: 3 clusters Score -1.329899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 97301 members 
Entering Unmasked Estep 
Score: -13298999.000000 Penalty: 3753.069824
	Iteration 81Q: 3 clusters Score -1.3299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -13299012.000000 Penalty: 3753.069824
	Iteration 82Q: 3 clusters Score -1.329901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -13299005.000000 Penalty: 3753.069824
	Iteration 83Q: 3 clusters Score -1.3299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -13299005.000000 Penalty: 3753.069824
	Iteration 84F: 3 clusters Score -1.3299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30122.404297 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30122.4 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 142 members 
Entering Unmasked Estep 
Score: -29282.412109 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29282.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29438.873047 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29438.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29492.205078 Penalty: 1835.916626
	Iteration 2F: 3 clusters Score -29492.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29550.757812 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -29550.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29589.082031 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29589.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29628.632812 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29628.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29657.650391 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -29657.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29660.392578 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -29660.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29661.662109 Penalty: 1835.916626
	Iteration 8Q: 3 clusters Score -29661.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29662.552734 Penalty: 1835.916626
	Iteration 9F: 3 clusters Score -29662.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29682.019531 Penalty: 1835.916626
	Iteration 10Q: 3 clusters Score -29682.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29684.101562 Penalty: 1835.916626
	Iteration 11Q: 3 clusters Score -29684.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29684.101562 Penalty: 1835.916626
	Iteration 12F: 3 clusters Score -29684.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -18816.548828 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -18816.55 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 152 members 
Entering Unmasked Estep 
Score: -18122.148438 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -18122.15 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18418.462891 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -18418.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18484.607422 Penalty: 1840.462158
	Iteration 2Q: 3 clusters Score -18484.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18516.806641 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -18516.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18556.474609 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -18556.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18575.509766 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -18575.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18575.509766 Penalty: 1840.462158
	Iteration 6F: 3 clusters Score -18575.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -31579.572266 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -31579.57 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 162 members 
Entering Unmasked Estep 
Score: -30742.976562 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -30742.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30944.800781 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -30944.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31040.916016 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -31040.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -31068.195312 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -31068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31070.697266 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -31070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31070.697266 Penalty: 1889.592529
	Iteration 5F: 3 clusters Score -31070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -527659.500000 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -527659.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -524122.875000 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -524122.9 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -525085.250000 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -525085.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -525299.187500 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -525299.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -525445.500000 Penalty: 2718.389404
	Iteration 3F: 3 clusters Score -525445.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -525565.500000 Penalty: 2718.389404
	Iteration 4Q: 3 clusters Score -525565.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -525654.875000 Penalty: 2718.389404
	Iteration 5Q: 3 clusters Score -525654.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -525711.750000 Penalty: 2718.389404
	Iteration 6Q: 3 clusters Score -525711.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -525759.437500 Penalty: 2718.389404
	Iteration 7Q: 3 clusters Score -525759.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -525795.562500 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -525795.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -525825.375000 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -525825.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -525851.062500 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -525851.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -525871.937500 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -525871.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -525891.250000 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -525891.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -525912.312500 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -525912.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -525933.750000 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -525933.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -525957.750000 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -525957.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -525981.062500 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -525981.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -526003.687500 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -526003.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -526021.750000 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -526021.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -526038.187500 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -526038.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -526057.875000 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -526057.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -526073.687500 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -526073.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -526089.437500 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -526089.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -526105.750000 Penalty: 2718.389404
	Iteration 23Q: 3 clusters Score -526105.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -526117.687500 Penalty: 2718.389404
	Iteration 24Q: 3 clusters Score -526117.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -526126.687500 Penalty: 2718.389404
	Iteration 25Q: 3 clusters Score -526126.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -526134.625000 Penalty: 2718.389404
	Iteration 26Q: 3 clusters Score -526134.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -526142.562500 Penalty: 2718.389404
	Iteration 27Q: 3 clusters Score -526142.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -526151.250000 Penalty: 2718.389404
	Iteration 28Q: 3 clusters Score -526151.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -526159.625000 Penalty: 2718.389404
	Iteration 29Q: 3 clusters Score -526159.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -526171.000000 Penalty: 2718.389404
	Iteration 30Q: 3 clusters Score -526171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -526182.437500 Penalty: 2718.389404
	Iteration 31Q: 3 clusters Score -526182.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -526194.250000 Penalty: 2718.389404
	Iteration 32Q: 3 clusters Score -526194.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -526203.375000 Penalty: 2718.389404
	Iteration 33Q: 3 clusters Score -526203.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -526207.875000 Penalty: 2718.389404
	Iteration 34Q: 3 clusters Score -526207.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -526213.187500 Penalty: 2718.389404
	Iteration 35Q: 3 clusters Score -526213.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -526219.062500 Penalty: 2718.389404
	Iteration 36Q: 3 clusters Score -526219.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -526226.937500 Penalty: 2718.389404
	Iteration 37Q: 3 clusters Score -526226.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -526232.125000 Penalty: 2718.389404
	Iteration 38Q: 3 clusters Score -526232.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -526241.937500 Penalty: 2718.389404
	Iteration 39Q: 3 clusters Score -526241.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -526249.125000 Penalty: 2718.389404
	Iteration 40F: 3 clusters Score -526249.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -526259.687500 Penalty: 2718.389404
	Iteration 41Q: 3 clusters Score -526259.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -526270.625000 Penalty: 2718.389404
	Iteration 42Q: 3 clusters Score -526270.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -526279.312500 Penalty: 2718.389404
	Iteration 43Q: 3 clusters Score -526279.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -526283.875000 Penalty: 2718.389404
	Iteration 44Q: 3 clusters Score -526283.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -526289.750000 Penalty: 2718.389404
	Iteration 45Q: 3 clusters Score -526289.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -526293.062500 Penalty: 2718.389404
	Iteration 46Q: 3 clusters Score -526293.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -526296.812500 Penalty: 2718.389404
	Iteration 47Q: 3 clusters Score -526296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -526302.437500 Penalty: 2718.389404
	Iteration 48Q: 3 clusters Score -526302.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -526305.187500 Penalty: 2718.389404
	Iteration 49Q: 3 clusters Score -526305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -526308.500000 Penalty: 2718.389404
	Iteration 50Q: 3 clusters Score -526308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -526310.625000 Penalty: 2718.389404
	Iteration 51Q: 3 clusters Score -526310.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -526314.375000 Penalty: 2718.389404
	Iteration 52Q: 3 clusters Score -526314.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -526317.062500 Penalty: 2718.389404
	Iteration 53Q: 3 clusters Score -526317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -526318.562500 Penalty: 2718.389404
	Iteration 54Q: 3 clusters Score -526318.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -526319.000000 Penalty: 2718.389404
	Iteration 55Q: 3 clusters Score -526319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -526319.625000 Penalty: 2718.389404
	Iteration 56Q: 3 clusters Score -526319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -526319.625000 Penalty: 2718.389404
	Iteration 57F: 3 clusters Score -526319.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Entering Unmasked Estep 
Score: -1688287.500000 Penalty: 1539.326904
	Iteration 0F: 2 clusters Score -1688288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1679229.750000 Penalty: 3078.653809
	Iteration 0F: 3 clusters Score -1679230 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1682264.750000 Penalty: 3078.653809
	Iteration 1F: 3 clusters Score -1682265 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1682597.750000 Penalty: 3078.653809
	Iteration 2F: 3 clusters Score -1682598 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1682914.250000 Penalty: 3078.653809
	Iteration 3F: 3 clusters Score -1682914 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1683279.250000 Penalty: 3078.653809
	Iteration 4F: 3 clusters Score -1683279 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1683747.375000 Penalty: 3078.653809
	Iteration 5F: 3 clusters Score -1683747 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1684255.875000 Penalty: 3078.653809
	Iteration 6F: 3 clusters Score -1684256 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1684858.625000 Penalty: 3078.653809
	Iteration 7F: 3 clusters Score -1684859 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1685511.125000 Penalty: 3078.653809
	Iteration 8F: 3 clusters Score -1685511 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1686104.875000 Penalty: 3078.653809
	Iteration 9F: 3 clusters Score -1686105 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1686480.000000 Penalty: 3078.653809
	Iteration 10Q: 3 clusters Score -1686480 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1686690.625000 Penalty: 3078.653809
	Iteration 11Q: 3 clusters Score -1686691 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1686812.875000 Penalty: 3078.653809
	Iteration 12Q: 3 clusters Score -1686813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1686863.250000 Penalty: 3078.653809
	Iteration 13Q: 3 clusters Score -1686863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1686886.875000 Penalty: 3078.653809
	Iteration 14Q: 3 clusters Score -1686887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1686908.875000 Penalty: 3078.653809
	Iteration 15Q: 3 clusters Score -1686909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1686928.125000 Penalty: 3078.653809
	Iteration 16Q: 3 clusters Score -1686928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1686941.000000 Penalty: 3078.653809
	Iteration 17Q: 3 clusters Score -1686941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1686951.375000 Penalty: 3078.653809
	Iteration 18Q: 3 clusters Score -1686951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1686953.875000 Penalty: 3078.653809
	Iteration 19Q: 3 clusters Score -1686954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1686957.625000 Penalty: 3078.653809
	Iteration 20F: 3 clusters Score -1686958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1686961.125000 Penalty: 3078.653809
	Iteration 21Q: 3 clusters Score -1686961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1686964.250000 Penalty: 3078.653809
	Iteration 22Q: 3 clusters Score -1686964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1686966.375000 Penalty: 3078.653809
	Iteration 23Q: 3 clusters Score -1686966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1686965.250000 Penalty: 3078.653809
	Iteration 24Q: 3 clusters Score -1686965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1686965.250000 Penalty: 3078.653809
	Iteration 25F: 3 clusters Score -1686965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Entering Unmasked Estep 
Score: -2322425.500000 Penalty: 1592.664429
	Iteration 0F: 2 clusters Score -2322426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2310062.250000 Penalty: 3185.328857
	Iteration 0F: 3 clusters Score -2310062 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2314431.500000 Penalty: 3185.328857
	Iteration 1F: 3 clusters Score -2314432 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2314717.500000 Penalty: 3185.328857
	Iteration 2Q: 3 clusters Score -2314718 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2314961.750000 Penalty: 3185.328857
	Iteration 3Q: 3 clusters Score -2314962 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2315223.500000 Penalty: 3185.328857
	Iteration 4Q: 3 clusters Score -2315224 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2315472.000000 Penalty: 3185.328857
	Iteration 5Q: 3 clusters Score -2315472 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2315778.500000 Penalty: 3185.328857
	Iteration 6Q: 3 clusters Score -2315778 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2316200.250000 Penalty: 3185.328857
	Iteration 7Q: 3 clusters Score -2316200 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2316758.000000 Penalty: 3185.328857
	Iteration 8Q: 3 clusters Score -2316758 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2317368.250000 Penalty: 3185.328857
	Iteration 9Q: 3 clusters Score -2317368 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2317983.500000 Penalty: 3185.328857
	Iteration 10Q: 3 clusters Score -2317984 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2318468.000000 Penalty: 3185.328857
	Iteration 11Q: 3 clusters Score -2318468 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2318846.500000 Penalty: 3185.328857
	Iteration 12Q: 3 clusters Score -2318846 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2319141.750000 Penalty: 3185.328857
	Iteration 13Q: 3 clusters Score -2319142 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2319315.750000 Penalty: 3185.328857
	Iteration 14Q: 3 clusters Score -2319316 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2319427.500000 Penalty: 3185.328857
	Iteration 15Q: 3 clusters Score -2319428 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2319522.000000 Penalty: 3185.328857
	Iteration 16Q: 3 clusters Score -2319522 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2319607.500000 Penalty: 3185.328857
	Iteration 17Q: 3 clusters Score -2319608 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2319680.750000 Penalty: 3185.328857
	Iteration 18Q: 3 clusters Score -2319681 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2319746.250000 Penalty: 3185.328857
	Iteration 19Q: 3 clusters Score -2319746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2319815.000000 Penalty: 3185.328857
	Iteration 20F: 3 clusters Score -2319815 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2319874.250000 Penalty: 3185.328857
	Iteration 21Q: 3 clusters Score -2319874 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2319926.500000 Penalty: 3185.328857
	Iteration 22Q: 3 clusters Score -2319926 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2319982.000000 Penalty: 3185.328857
	Iteration 23Q: 3 clusters Score -2319982 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2320037.500000 Penalty: 3185.328857
	Iteration 24Q: 3 clusters Score -2320038 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2320092.250000 Penalty: 3185.328857
	Iteration 25Q: 3 clusters Score -2320092 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2320146.250000 Penalty: 3185.328857
	Iteration 26Q: 3 clusters Score -2320146 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2320205.500000 Penalty: 3185.328857
	Iteration 27Q: 3 clusters Score -2320206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2320249.250000 Penalty: 3185.328857
	Iteration 28Q: 3 clusters Score -2320249 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2320307.500000 Penalty: 3185.328857
	Iteration 29Q: 3 clusters Score -2320308 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2320366.750000 Penalty: 3185.328857
	Iteration 30Q: 3 clusters Score -2320367 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2320431.000000 Penalty: 3185.328857
	Iteration 31Q: 3 clusters Score -2320431 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2320474.500000 Penalty: 3185.328857
	Iteration 32Q: 3 clusters Score -2320474 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2320525.500000 Penalty: 3185.328857
	Iteration 33Q: 3 clusters Score -2320526 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2320566.750000 Penalty: 3185.328857
	Iteration 34Q: 3 clusters Score -2320567 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2320612.000000 Penalty: 3185.328857
	Iteration 35Q: 3 clusters Score -2320612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2320648.250000 Penalty: 3185.328857
	Iteration 36Q: 3 clusters Score -2320648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2320688.500000 Penalty: 3185.328857
	Iteration 37Q: 3 clusters Score -2320688 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2320734.750000 Penalty: 3185.328857
	Iteration 38Q: 3 clusters Score -2320735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2320777.250000 Penalty: 3185.328857
	Iteration 39Q: 3 clusters Score -2320777 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2320811.500000 Penalty: 3185.328857
	Iteration 40F: 3 clusters Score -2320812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2320839.000000 Penalty: 3185.328857
	Iteration 41Q: 3 clusters Score -2320839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2320870.750000 Penalty: 3185.328857
	Iteration 42Q: 3 clusters Score -2320871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2320899.500000 Penalty: 3185.328857
	Iteration 43Q: 3 clusters Score -2320900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2320912.250000 Penalty: 3185.328857
	Iteration 44Q: 3 clusters Score -2320912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2320925.750000 Penalty: 3185.328857
	Iteration 45Q: 3 clusters Score -2320926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2320939.500000 Penalty: 3185.328857
	Iteration 46Q: 3 clusters Score -2320940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2320948.250000 Penalty: 3185.328857
	Iteration 47Q: 3 clusters Score -2320948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2320968.500000 Penalty: 3185.328857
	Iteration 48Q: 3 clusters Score -2320968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2320981.750000 Penalty: 3185.328857
	Iteration 49Q: 3 clusters Score -2320982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2320999.500000 Penalty: 3185.328857
	Iteration 50Q: 3 clusters Score -2321000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2321006.500000 Penalty: 3185.328857
	Iteration 51Q: 3 clusters Score -2321006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2321011.000000 Penalty: 3185.328857
	Iteration 52Q: 3 clusters Score -2321011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2321018.750000 Penalty: 3185.328857
	Iteration 53Q: 3 clusters Score -2321019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2321026.250000 Penalty: 3185.328857
	Iteration 54Q: 3 clusters Score -2321026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2321034.750000 Penalty: 3185.328857
	Iteration 55Q: 3 clusters Score -2321035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2321039.500000 Penalty: 3185.328857
	Iteration 56Q: 3 clusters Score -2321040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2321046.500000 Penalty: 3185.328857
	Iteration 57Q: 3 clusters Score -2321046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2321045.250000 Penalty: 3185.328857
	Iteration 58Q: 3 clusters Score -2321045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2321049.250000 Penalty: 3185.328857
	Iteration 59Q: 3 clusters Score -2321049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2321062.750000 Penalty: 3185.328857
	Iteration 60F: 3 clusters Score -2321063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2321069.000000 Penalty: 3185.328857
	Iteration 61Q: 3 clusters Score -2321069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2321076.500000 Penalty: 3185.328857
	Iteration 62Q: 3 clusters Score -2321076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2321077.000000 Penalty: 3185.328857
	Iteration 63Q: 3 clusters Score -2321077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2321081.250000 Penalty: 3185.328857
	Iteration 64Q: 3 clusters Score -2321081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2321082.250000 Penalty: 3185.328857
	Iteration 65Q: 3 clusters Score -2321082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2321082.750000 Penalty: 3185.328857
	Iteration 66Q: 3 clusters Score -2321083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2321085.000000 Penalty: 3185.328857
	Iteration 67Q: 3 clusters Score -2321085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2321084.750000 Penalty: 3185.328857
	Iteration 68Q: 3 clusters Score -2321085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2321084.250000 Penalty: 3185.328857
	Iteration 69Q: 3 clusters Score -2321084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2321088.000000 Penalty: 3185.328857
	Iteration 70Q: 3 clusters Score -2321088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2321089.500000 Penalty: 3185.328857
	Iteration 71Q: 3 clusters Score -2321090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2321089.250000 Penalty: 3185.328857
	Iteration 72Q: 3 clusters Score -2321089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2321091.750000 Penalty: 3185.328857
	Iteration 73Q: 3 clusters Score -2321092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2321095.750000 Penalty: 3185.328857
	Iteration 74Q: 3 clusters Score -2321096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2321097.000000 Penalty: 3185.328857
	Iteration 75Q: 3 clusters Score -2321097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2321100.000000 Penalty: 3185.328857
	Iteration 76Q: 3 clusters Score -2321100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2321102.500000 Penalty: 3185.328857
	Iteration 77Q: 3 clusters Score -2321102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2321106.250000 Penalty: 3185.328857
	Iteration 78Q: 3 clusters Score -2321106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2321106.000000 Penalty: 3185.328857
	Iteration 79Q: 3 clusters Score -2321106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2321111.250000 Penalty: 3185.328857
	Iteration 80F: 3 clusters Score -2321111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2321113.750000 Penalty: 3185.328857
	Iteration 81Q: 3 clusters Score -2321114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2321116.750000 Penalty: 3185.328857
	Iteration 82Q: 3 clusters Score -2321117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2321117.000000 Penalty: 3185.328857
	Iteration 83Q: 3 clusters Score -2321117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2321116.500000 Penalty: 3185.328857
	Iteration 84Q: 3 clusters Score -2321116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2321118.750000 Penalty: 3185.328857
	Iteration 85Q: 3 clusters Score -2321119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2321120.000000 Penalty: 3185.328857
	Iteration 86Q: 3 clusters Score -2321120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2321119.500000 Penalty: 3185.328857
	Iteration 87Q: 3 clusters Score -2321120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2321119.500000 Penalty: 3185.328857
	Iteration 88Q: 3 clusters Score -2321120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2321119.500000 Penalty: 3185.328857
	Iteration 89F: 3 clusters Score -2321120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -116811.515625 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -116811.5 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 491 members 
Entering Unmasked Estep 
Score: -115378.226562 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -115378.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -115640.796875 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -115640.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -115725.656250 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -115725.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -115784.695312 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -115784.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115832.187500 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -115832.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115869.843750 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -115869.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115895.679688 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -115895.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -115919.296875 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -115919.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115943.328125 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -115943.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -115976.937500 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -115976.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -116000.984375 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -116001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -116014.265625 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -116014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -116019.382812 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -116019.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116024.171875 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -116024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116026.132812 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -116026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116029.851562 Penalty: 2240.108398
	Iteration 15Q: 3 clusters Score -116029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116032.429688 Penalty: 2240.108398
	Iteration 16Q: 3 clusters Score -116032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -116033.609375 Penalty: 2240.108398
	Iteration 17Q: 3 clusters Score -116033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -116035.062500 Penalty: 2240.108398
	Iteration 18Q: 3 clusters Score -116035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116035.898438 Penalty: 2240.108398
	Iteration 19Q: 3 clusters Score -116035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116036.484375 Penalty: 2240.108398
	Iteration 20F: 3 clusters Score -116036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -116036.640625 Penalty: 2240.108398
	Iteration 21Q: 3 clusters Score -116036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -116036.640625 Penalty: 2240.108398
	Iteration 22F: 3 clusters Score -116036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -18670.367188 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -18670.37 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 108 members 
Entering Unmasked Estep 
Score: -17987.316406 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -17987.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18150.371094 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -18150.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18195.355469 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -18195.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -18211.773438 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -18211.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -18220.609375 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -18220.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -18220.609375 Penalty: 1726.791992
	Iteration 5F: 3 clusters Score -18220.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 20246 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 5 contains 68015 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84306 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 57548 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 7604 members 
Mstep: Class 13 contains 96287 members 
Mstep: Class 14 contains 103560 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 13001 members 
Mstep: Class 20 contains 18052 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530640.000000 Penalty: 45115.199219
Iteration 159Q: 22 clusters Score -6.953064e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 20301 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 5 contains 68481 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84368 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 56671 members 
Mstep: Class 11 contains 10252 members 
Mstep: Class 12 contains 7606 members 
Mstep: Class 13 contains 96409 members 
Mstep: Class 14 contains 103613 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 13056 members 
Mstep: Class 20 contains 18122 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530608.000000 Penalty: 45115.199219
Iteration 160F: 22 clusters Score -6.953061e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 20362 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 5 contains 68955 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84437 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 55835 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 7612 members 
Mstep: Class 13 contains 96474 members 
Mstep: Class 14 contains 103651 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 13103 members 
Mstep: Class 20 contains 18218 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530800.000000 Penalty: 45115.199219
Iteration 161Q: 22 clusters Score -6.95308e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 20422 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 5 contains 69389 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84542 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 55043 members 
Mstep: Class 11 contains 10227 members 
Mstep: Class 12 contains 7621 members 
Mstep: Class 13 contains 96543 members 
Mstep: Class 14 contains 103673 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 13152 members 
Mstep: Class 20 contains 18292 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530984.000000 Penalty: 45115.199219
Iteration 162Q: 22 clusters Score -6.953098e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 20485 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 5 contains 69769 members 
Mstep: Class 6 contains 10112 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84696 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 54262 members 
Mstep: Class 11 contains 10208 members 
Mstep: Class 12 contains 7620 members 
Mstep: Class 13 contains 96612 members 
Mstep: Class 14 contains 103704 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 13208 members 
Mstep: Class 20 contains 18367 members 
Mstep: Class 22 contains 983 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531032.000000 Penalty: 45115.199219
Iteration 163Q: 22 clusters Score -6.953103e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 20522 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 5 contains 70121 members 
Mstep: Class 6 contains 10106 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84820 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 53531 members 
Mstep: Class 11 contains 10204 members 
Mstep: Class 12 contains 7617 members 
Mstep: Class 13 contains 96671 members 
Mstep: Class 14 contains 103763 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 18444 members 
Mstep: Class 22 contains 982 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531048.000000 Penalty: 45115.199219
Iteration 164Q: 22 clusters Score -6.953105e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 20548 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 5 contains 70438 members 
Mstep: Class 6 contains 10097 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 84972 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 52809 members 
Mstep: Class 11 contains 10193 members 
Mstep: Class 12 contains 7622 members 
Mstep: Class 13 contains 96757 members 
Mstep: Class 14 contains 103802 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 18541 members 
Mstep: Class 22 contains 981 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531008.000000 Penalty: 45115.199219
Iteration 165Q: 22 clusters Score -6.953101e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 20576 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 5 contains 70756 members 
Mstep: Class 6 contains 10092 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 85131 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 52085 members 
Mstep: Class 11 contains 10182 members 
Mstep: Class 12 contains 7621 members 
Mstep: Class 13 contains 96839 members 
Mstep: Class 14 contains 103826 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 13366 members 
Mstep: Class 20 contains 18653 members 
Mstep: Class 22 contains 981 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531048.000000 Penalty: 45115.199219
Iteration 166Q: 22 clusters Score -6.953105e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 20601 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 5 contains 71067 members 
Mstep: Class 6 contains 10087 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 85292 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 51351 members 
Mstep: Class 11 contains 10171 members 
Mstep: Class 12 contains 7623 members 
Mstep: Class 13 contains 96923 members 
Mstep: Class 14 contains 103868 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 13416 members 
Mstep: Class 20 contains 18754 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69531184.000000 Penalty: 45115.199219
Iteration 167Q: 22 clusters Score -6.953118e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 20618 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 5 contains 71417 members 
Mstep: Class 6 contains 10088 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 85473 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 50640 members 
Mstep: Class 11 contains 10162 members 
Mstep: Class 12 contains 7617 members 
Mstep: Class 13 contains 96958 members 
Mstep: Class 14 contains 103906 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4303 members 
Mstep: Class 19 contains 13457 members 
Mstep: Class 20 contains 18852 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 168Q: 22 clusters Score -6.953138e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 20645 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 5 contains 71760 members 
Mstep: Class 6 contains 10089 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 85679 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 49893 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 7613 members 
Mstep: Class 13 contains 97001 members 
Mstep: Class 14 contains 103946 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 18944 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 169Q: 22 clusters Score -6.953141e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 20670 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 5 contains 72133 members 
Mstep: Class 6 contains 10087 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 85905 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 49128 members 
Mstep: Class 11 contains 10150 members 
Mstep: Class 12 contains 7609 members 
Mstep: Class 13 contains 97019 members 
Mstep: Class 14 contains 103993 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4303 members 
Mstep: Class 19 contains 13532 members 
Mstep: Class 20 contains 19021 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 170Q: 22 clusters Score -6.953154e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 20693 members 
Mstep: Class 3 contains 3051 members 
Mstep: Class 5 contains 72519 members 
Mstep: Class 6 contains 10085 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 86125 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 48366 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 7611 members 
Mstep: Class 13 contains 97044 members 
Mstep: Class 14 contains 104037 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 13577 members 
Mstep: Class 20 contains 19091 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 171Q: 22 clusters Score -6.953148e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 20712 members 
Mstep: Class 3 contains 3050 members 
Mstep: Class 5 contains 72894 members 
Mstep: Class 6 contains 10084 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 86360 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 47570 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 7614 members 
Mstep: Class 13 contains 97079 members 
Mstep: Class 14 contains 104089 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 13616 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 172Q: 22 clusters Score -6.953142e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 20731 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 5 contains 73244 members 
Mstep: Class 6 contains 10090 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 86627 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 46761 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 7619 members 
Mstep: Class 13 contains 97116 members 
Mstep: Class 14 contains 104140 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 19250 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 173Q: 22 clusters Score -6.953164e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 5 contains 73603 members 
Mstep: Class 6 contains 10087 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 86956 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 45961 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 7629 members 
Mstep: Class 13 contains 97145 members 
Mstep: Class 14 contains 104154 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 13711 members 
Mstep: Class 20 contains 19290 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 174Q: 22 clusters Score -6.953182e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 20768 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 5 contains 73949 members 
Mstep: Class 6 contains 10086 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 87301 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 45171 members 
Mstep: Class 11 contains 10077 members 
Mstep: Class 12 contains 7630 members 
Mstep: Class 13 contains 97192 members 
Mstep: Class 14 contains 104160 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 19340 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 175Q: 22 clusters Score -6.953185e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 20784 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 5 contains 74281 members 
Mstep: Class 6 contains 10082 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 87651 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 44471 members 
Mstep: Class 11 contains 10052 members 
Mstep: Class 12 contains 7636 members 
Mstep: Class 13 contains 97198 members 
Mstep: Class 14 contains 104140 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4253 members 
Mstep: Class 19 contains 13779 members 
Mstep: Class 20 contains 19388 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 176Q: 22 clusters Score -6.953201e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 20793 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 5 contains 74626 members 
Mstep: Class 6 contains 10085 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 87990 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 43739 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 7640 members 
Mstep: Class 13 contains 97228 members 
Mstep: Class 14 contains 104131 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 13819 members 
Mstep: Class 20 contains 19431 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 177Q: 22 clusters Score -6.95322e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 20804 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 5 contains 74955 members 
Mstep: Class 6 contains 10081 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 88337 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 43011 members 
Mstep: Class 11 contains 10016 members 
Mstep: Class 12 contains 7643 members 
Mstep: Class 13 contains 97266 members 
Mstep: Class 14 contains 104112 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 13856 members 
Mstep: Class 20 contains 19463 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 178Q: 22 clusters Score -6.953237e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 20808 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 5 contains 75245 members 
Mstep: Class 6 contains 10069 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 88707 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 42304 members 
Mstep: Class 11 contains 10005 members 
Mstep: Class 12 contains 7651 members 
Mstep: Class 13 contains 97327 members 
Mstep: Class 14 contains 104082 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 13887 members 
Mstep: Class 20 contains 19484 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 179Q: 22 clusters Score -6.95327e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 20825 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 5 contains 75559 members 
Mstep: Class 6 contains 10058 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 89057 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 41648 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 7658 members 
Mstep: Class 13 contains 97362 members 
Mstep: Class 14 contains 104031 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4226 members 
Mstep: Class 19 contains 13906 members 
Mstep: Class 20 contains 19505 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 180F: 22 clusters Score -6.953267e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 20821 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 75836 members 
Mstep: Class 6 contains 10057 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 89407 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 41017 members 
Mstep: Class 11 contains 9984 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 97390 members 
Mstep: Class 14 contains 103994 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 13930 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 181Q: 22 clusters Score -6.953283e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 20822 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 76091 members 
Mstep: Class 6 contains 10059 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 89739 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 40453 members 
Mstep: Class 11 contains 9970 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 97392 members 
Mstep: Class 14 contains 103972 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4218 members 
Mstep: Class 19 contains 13944 members 
Mstep: Class 20 contains 19569 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 182Q: 22 clusters Score -6.95331e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 20838 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 76320 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 90028 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 39911 members 
Mstep: Class 11 contains 9964 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 97413 members 
Mstep: Class 14 contains 103932 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 13972 members 
Mstep: Class 20 contains 19600 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 183Q: 22 clusters Score -6.953315e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 20843 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 76526 members 
Mstep: Class 6 contains 10067 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 90331 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 39387 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 97450 members 
Mstep: Class 14 contains 103890 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4200 members 
Mstep: Class 19 contains 14005 members 
Mstep: Class 20 contains 19627 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 184Q: 22 clusters Score -6.953323e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 20857 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 5 contains 76752 members 
Mstep: Class 6 contains 10066 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 90601 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 38854 members 
Mstep: Class 11 contains 9948 members 
Mstep: Class 12 contains 7667 members 
Mstep: Class 13 contains 97489 members 
Mstep: Class 14 contains 103887 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4192 members 
Mstep: Class 19 contains 14044 members 
Mstep: Class 20 contains 19624 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 185Q: 22 clusters Score -6.95333e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 20880 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 76935 members 
Mstep: Class 6 contains 10063 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 90858 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 38369 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 97534 members 
Mstep: Class 14 contains 103896 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 14081 members 
Mstep: Class 20 contains 19627 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 186Q: 22 clusters Score -6.953346e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 20904 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 5 contains 77123 members 
Mstep: Class 6 contains 10057 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 91083 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 37904 members 
Mstep: Class 11 contains 9941 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 97579 members 
Mstep: Class 14 contains 103906 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 14118 members 
Mstep: Class 20 contains 19638 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 187Q: 22 clusters Score -6.953357e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 5 contains 77301 members 
Mstep: Class 6 contains 10045 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 91287 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 37452 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 7665 members 
Mstep: Class 13 contains 97630 members 
Mstep: Class 14 contains 103924 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4167 members 
Mstep: Class 19 contains 14172 members 
Mstep: Class 20 contains 19640 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 188Q: 22 clusters Score -6.953358e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 20963 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 77475 members 
Mstep: Class 6 contains 10032 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 91484 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 37029 members 
Mstep: Class 11 contains 9938 members 
Mstep: Class 12 contains 7658 members 
Mstep: Class 13 contains 97678 members 
Mstep: Class 14 contains 103949 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4158 members 
Mstep: Class 19 contains 14208 members 
Mstep: Class 20 contains 19643 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 189Q: 22 clusters Score -6.953338e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 20991 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 77647 members 
Mstep: Class 6 contains 10018 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 91682 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 36634 members 
Mstep: Class 11 contains 9934 members 
Mstep: Class 12 contains 7655 members 
Mstep: Class 13 contains 97716 members 
Mstep: Class 14 contains 103961 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4151 members 
Mstep: Class 19 contains 14246 members 
Mstep: Class 20 contains 19643 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 190Q: 22 clusters Score -6.95336e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 21018 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 5 contains 77807 members 
Mstep: Class 6 contains 10003 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 91821 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 36282 members 
Mstep: Class 11 contains 9933 members 
Mstep: Class 12 contains 7657 members 
Mstep: Class 13 contains 97751 members 
Mstep: Class 14 contains 103983 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4146 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 19647 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 191Q: 22 clusters Score -6.953364e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 21031 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 77959 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 91964 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 35992 members 
Mstep: Class 11 contains 9928 members 
Mstep: Class 12 contains 7659 members 
Mstep: Class 13 contains 97780 members 
Mstep: Class 14 contains 103995 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 14311 members 
Mstep: Class 20 contains 19651 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 192Q: 22 clusters Score -6.953351e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 21052 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 78118 members 
Mstep: Class 6 contains 9954 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92093 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 35712 members 
Mstep: Class 11 contains 9931 members 
Mstep: Class 12 contains 7660 members 
Mstep: Class 13 contains 97810 members 
Mstep: Class 14 contains 103972 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 14346 members 
Mstep: Class 20 contains 19655 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 193Q: 22 clusters Score -6.953357e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 21068 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 78245 members 
Mstep: Class 6 contains 9936 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92179 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 35469 members 
Mstep: Class 11 contains 9929 members 
Mstep: Class 12 contains 7660 members 
Mstep: Class 13 contains 97854 members 
Mstep: Class 14 contains 103988 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 14372 members 
Mstep: Class 20 contains 19663 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 194Q: 22 clusters Score -6.95336e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 21080 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 5 contains 78348 members 
Mstep: Class 6 contains 9921 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92271 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 35275 members 
Mstep: Class 11 contains 9924 members 
Mstep: Class 12 contains 7659 members 
Mstep: Class 13 contains 97882 members 
Mstep: Class 14 contains 103995 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 19666 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533560.000000 Penalty: 45115.199219
Iteration 195Q: 22 clusters Score -6.953356e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 21091 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 5 contains 78452 members 
Mstep: Class 6 contains 9913 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92344 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 35066 members 
Mstep: Class 11 contains 9922 members 
Mstep: Class 12 contains 7660 members 
Mstep: Class 13 contains 97909 members 
Mstep: Class 14 contains 104015 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 14429 members 
Mstep: Class 20 contains 19677 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533584.000000 Penalty: 45115.199219
Iteration 196Q: 22 clusters Score -6.953358e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 21106 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 78557 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92382 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34868 members 
Mstep: Class 11 contains 9922 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 97940 members 
Mstep: Class 14 contains 104033 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 14447 members 
Mstep: Class 20 contains 19691 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533544.000000 Penalty: 45115.199219
Iteration 197Q: 22 clusters Score -6.953354e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 21113 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 5 contains 78657 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92430 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34691 members 
Mstep: Class 11 contains 9921 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 97967 members 
Mstep: Class 14 contains 104043 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 14470 members 
Mstep: Class 20 contains 19696 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533536.000000 Penalty: 45115.199219
Iteration 198Q: 22 clusters Score -6.953354e+07 nChanged 513
Entering ConstructFrom: 
Score: -69533536.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (51261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Entering Unmasked Estep 
Score: -6596164.000000 Penalty: 1762.261353
	Iteration 0F: 2 clusters Score -6596164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -6561720.000000 Penalty: 3524.522705
	Iteration 0F: 3 clusters Score -6561720 nChanged 24076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -6575332.000000 Penalty: 3524.522705
	Iteration 1F: 3 clusters Score -6575332 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -6575812.500000 Penalty: 3524.522705
	Iteration 2Q: 3 clusters Score -6575812 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -6576240.500000 Penalty: 3524.522705
	Iteration 3Q: 3 clusters Score -6576240 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -6576730.500000 Penalty: 3524.522705
	Iteration 4Q: 3 clusters Score -6576730 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -6577395.000000 Penalty: 3524.522705
	Iteration 5Q: 3 clusters Score -6577395 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -6578288.000000 Penalty: 3524.522705
	Iteration 6Q: 3 clusters Score -6578288 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -6579765.500000 Penalty: 3524.522705
	Iteration 7F: 3 clusters Score -6579766 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -6582007.500000 Penalty: 3524.522705
	Iteration 8F: 3 clusters Score -6582008 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -6585076.500000 Penalty: 3524.522705
	Iteration 9F: 3 clusters Score -6585076 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -6588437.000000 Penalty: 3524.522705
	Iteration 10F: 3 clusters Score -6588437 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -6591201.000000 Penalty: 3524.522705
	Iteration 11F: 3 clusters Score -6591201 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6592921.500000 Penalty: 3524.522705
	Iteration 12Q: 3 clusters Score -6592922 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6593775.500000 Penalty: 3524.522705
	Iteration 13Q: 3 clusters Score -6593776 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6594171.500000 Penalty: 3524.522705
	Iteration 14Q: 3 clusters Score -6594172 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6594373.000000 Penalty: 3524.522705
	Iteration 15Q: 3 clusters Score -6594373 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6594446.000000 Penalty: 3524.522705
	Iteration 16Q: 3 clusters Score -6594446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6594503.500000 Penalty: 3524.522705
	Iteration 17Q: 3 clusters Score -6594504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6594535.000000 Penalty: 3524.522705
	Iteration 18Q: 3 clusters Score -6594535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6594558.000000 Penalty: 3524.522705
	Iteration 19Q: 3 clusters Score -6594558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6594583.000000 Penalty: 3524.522705
	Iteration 20F: 3 clusters Score -6594583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6594608.500000 Penalty: 3524.522705
	Iteration 21Q: 3 clusters Score -6594608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6594628.500000 Penalty: 3524.522705
	Iteration 22Q: 3 clusters Score -6594628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6594629.000000 Penalty: 3524.522705
	Iteration 23Q: 3 clusters Score -6594629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6594626.500000 Penalty: 3524.522705
	Iteration 24Q: 3 clusters Score -6594626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6594627.500000 Penalty: 3524.522705
	Iteration 25Q: 3 clusters Score -6594628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6594631.500000 Penalty: 3524.522705
	Iteration 26Q: 3 clusters Score -6594632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6594636.500000 Penalty: 3524.522705
	Iteration 27Q: 3 clusters Score -6594636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6594637.000000 Penalty: 3524.522705
	Iteration 28Q: 3 clusters Score -6594637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6594640.500000 Penalty: 3524.522705
	Iteration 29Q: 3 clusters Score -6594640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6594639.500000 Penalty: 3524.522705
	Iteration 30Q: 3 clusters Score -6594640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6594646.000000 Penalty: 3524.522705
	Iteration 31Q: 3 clusters Score -6594646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6594646.500000 Penalty: 3524.522705
	Iteration 32Q: 3 clusters Score -6594646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6594646.500000 Penalty: 3524.522705
	Iteration 33F: 3 clusters Score -6594646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Entering Unmasked Estep 
Score: -2733660.000000 Penalty: 1618.124878
	Iteration 0F: 2 clusters Score -2733660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2719350.000000 Penalty: 3236.249756
	Iteration 0F: 3 clusters Score -2719350 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2724683.250000 Penalty: 3236.249756
	Iteration 1F: 3 clusters Score -2724683 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2725244.750000 Penalty: 3236.249756
	Iteration 2F: 3 clusters Score -2725245 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2726071.500000 Penalty: 3236.249756
	Iteration 3F: 3 clusters Score -2726072 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2727288.000000 Penalty: 3236.249756
	Iteration 4F: 3 clusters Score -2727288 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2728909.250000 Penalty: 3236.249756
	Iteration 5F: 3 clusters Score -2728909 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2730482.500000 Penalty: 3236.249756
	Iteration 6F: 3 clusters Score -2730482 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2731495.750000 Penalty: 3236.249756
	Iteration 7Q: 3 clusters Score -2731496 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2732010.750000 Penalty: 3236.249756
	Iteration 8Q: 3 clusters Score -2732011 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2732229.500000 Penalty: 3236.249756
	Iteration 9Q: 3 clusters Score -2732230 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2732341.500000 Penalty: 3236.249756
	Iteration 10Q: 3 clusters Score -2732342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2732390.250000 Penalty: 3236.249756
	Iteration 11Q: 3 clusters Score -2732390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2732424.500000 Penalty: 3236.249756
	Iteration 12Q: 3 clusters Score -2732424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2732438.250000 Penalty: 3236.249756
	Iteration 13Q: 3 clusters Score -2732438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2732454.750000 Penalty: 3236.249756
	Iteration 14Q: 3 clusters Score -2732455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2732459.250000 Penalty: 3236.249756
	Iteration 15Q: 3 clusters Score -2732459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2732459.000000 Penalty: 3236.249756
	Iteration 16Q: 3 clusters Score -2732459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2732469.250000 Penalty: 3236.249756
	Iteration 17Q: 3 clusters Score -2732469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2732474.000000 Penalty: 3236.249756
	Iteration 18Q: 3 clusters Score -2732474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2732477.250000 Penalty: 3236.249756
	Iteration 19Q: 3 clusters Score -2732477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2732481.250000 Penalty: 3236.249756
	Iteration 20F: 3 clusters Score -2732481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2732483.000000 Penalty: 3236.249756
	Iteration 21Q: 3 clusters Score -2732483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2732483.000000 Penalty: 3236.249756
	Iteration 22F: 3 clusters Score -2732483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -369149.656250 Penalty: 1302.866089
	Iteration 0F: 2 clusters Score -369149.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -366419.656250 Penalty: 2605.732178
	Iteration 0F: 3 clusters Score -366419.7 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -367092.000000 Penalty: 2605.732178
	Iteration 1F: 3 clusters Score -367092 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -367200.781250 Penalty: 2605.732178
	Iteration 2F: 3 clusters Score -367200.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -367266.781250 Penalty: 2605.732178
	Iteration 3Q: 3 clusters Score -367266.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -367310.875000 Penalty: 2605.732178
	Iteration 4Q: 3 clusters Score -367310.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -367346.781250 Penalty: 2605.732178
	Iteration 5Q: 3 clusters Score -367346.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -367380.312500 Penalty: 2605.732178
	Iteration 6Q: 3 clusters Score -367380.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -367403.718750 Penalty: 2605.732178
	Iteration 7Q: 3 clusters Score -367403.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -367427.937500 Penalty: 2605.732178
	Iteration 8Q: 3 clusters Score -367427.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -367451.187500 Penalty: 2605.732178
	Iteration 9Q: 3 clusters Score -367451.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -367467.281250 Penalty: 2605.732178
	Iteration 10Q: 3 clusters Score -367467.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -367480.468750 Penalty: 2605.732178
	Iteration 11Q: 3 clusters Score -367480.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -367487.437500 Penalty: 2605.732178
	Iteration 12Q: 3 clusters Score -367487.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -367493.250000 Penalty: 2605.732178
	Iteration 13Q: 3 clusters Score -367493.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -367495.343750 Penalty: 2605.732178
	Iteration 14Q: 3 clusters Score -367495.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -367499.500000 Penalty: 2605.732178
	Iteration 15Q: 3 clusters Score -367499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367502.468750 Penalty: 2605.732178
	Iteration 16Q: 3 clusters Score -367502.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -367503.093750 Penalty: 2605.732178
	Iteration 17Q: 3 clusters Score -367503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -367505.531250 Penalty: 2605.732178
	Iteration 18Q: 3 clusters Score -367505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -367505.406250 Penalty: 2605.732178
	Iteration 19Q: 3 clusters Score -367505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -367506.625000 Penalty: 2605.732178
	Iteration 20F: 3 clusters Score -367506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -367507.218750 Penalty: 2605.732178
	Iteration 21Q: 3 clusters Score -367507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -367507.968750 Penalty: 2605.732178
	Iteration 22Q: 3 clusters Score -367508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -367508.906250 Penalty: 2605.732178
	Iteration 23Q: 3 clusters Score -367508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -367511.625000 Penalty: 2605.732178
	Iteration 24Q: 3 clusters Score -367511.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -367513.937500 Penalty: 2605.732178
	Iteration 25Q: 3 clusters Score -367513.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -367515.500000 Penalty: 2605.732178
	Iteration 26Q: 3 clusters Score -367515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -367516.875000 Penalty: 2605.732178
	Iteration 27Q: 3 clusters Score -367516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -367517.031250 Penalty: 2605.732178
	Iteration 28Q: 3 clusters Score -367517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -367517.781250 Penalty: 2605.732178
	Iteration 29Q: 3 clusters Score -367517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -367518.968750 Penalty: 2605.732178
	Iteration 30Q: 3 clusters Score -367519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -367518.968750 Penalty: 2605.732178
	Iteration 31F: 3 clusters Score -367519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (78755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Entering Unmasked Estep 
Score: -10148478.000000 Penalty: 1832.040894
	Iteration 0F: 2 clusters Score -1.014848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -10096961.000000 Penalty: 3664.081787
	Iteration 0F: 3 clusters Score -1.009696e+07 nChanged 37374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -10118777.000000 Penalty: 3664.081787
	Iteration 1F: 3 clusters Score -1.011878e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -10119450.000000 Penalty: 3664.081787
	Iteration 2Q: 3 clusters Score -1.011945e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -10120341.000000 Penalty: 3664.081787
	Iteration 3Q: 3 clusters Score -1.012034e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -10121346.000000 Penalty: 3664.081787
	Iteration 4Q: 3 clusters Score -1.012135e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -10122524.000000 Penalty: 3664.081787
	Iteration 5Q: 3 clusters Score -1.012252e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -10124102.000000 Penalty: 3664.081787
	Iteration 6Q: 3 clusters Score -1.01241e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -10126661.000000 Penalty: 3664.081787
	Iteration 7F: 3 clusters Score -1.012666e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -10129927.000000 Penalty: 3664.081787
	Iteration 8F: 3 clusters Score -1.012993e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -10133576.000000 Penalty: 3664.081787
	Iteration 9F: 3 clusters Score -1.013358e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -10136346.000000 Penalty: 3664.081787
	Iteration 10F: 3 clusters Score -1.013635e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -10137973.000000 Penalty: 3664.081787
	Iteration 11Q: 3 clusters Score -1.013797e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -10138885.000000 Penalty: 3664.081787
	Iteration 12Q: 3 clusters Score -1.013888e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -10139560.000000 Penalty: 3664.081787
	Iteration 13Q: 3 clusters Score -1.013956e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -10140214.000000 Penalty: 3664.081787
	Iteration 14Q: 3 clusters Score -1.014021e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -10140794.000000 Penalty: 3664.081787
	Iteration 15Q: 3 clusters Score -1.014079e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -10141441.000000 Penalty: 3664.081787
	Iteration 16Q: 3 clusters Score -1.014144e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -10141960.000000 Penalty: 3664.081787
	Iteration 17Q: 3 clusters Score -1.014196e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -10142599.000000 Penalty: 3664.081787
	Iteration 18Q: 3 clusters Score -1.01426e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -10143025.000000 Penalty: 3664.081787
	Iteration 19Q: 3 clusters Score -1.014302e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 70545 members 
Entering Unmasked Estep 
Score: -10143534.000000 Penalty: 3664.081787
	Iteration 20F: 3 clusters Score -1.014353e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -10144014.000000 Penalty: 3664.081787
	Iteration 21Q: 3 clusters Score -1.014401e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -10144507.000000 Penalty: 3664.081787
	Iteration 22Q: 3 clusters Score -1.014451e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -10145010.000000 Penalty: 3664.081787
	Iteration 23Q: 3 clusters Score -1.014501e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -10145363.000000 Penalty: 3664.081787
	Iteration 24Q: 3 clusters Score -1.014536e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -10145761.000000 Penalty: 3664.081787
	Iteration 25Q: 3 clusters Score -1.014576e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -10146122.000000 Penalty: 3664.081787
	Iteration 26Q: 3 clusters Score -1.014612e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -10146362.000000 Penalty: 3664.081787
	Iteration 27Q: 3 clusters Score -1.014636e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -10146491.000000 Penalty: 3664.081787
	Iteration 28Q: 3 clusters Score -1.014649e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -10146632.000000 Penalty: 3664.081787
	Iteration 29Q: 3 clusters Score -1.014663e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -10146732.000000 Penalty: 3664.081787
	Iteration 30Q: 3 clusters Score -1.014673e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -10146767.000000 Penalty: 3664.081787
	Iteration 31Q: 3 clusters Score -1.014677e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -10146810.000000 Penalty: 3664.081787
	Iteration 32Q: 3 clusters Score -1.014681e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -10146834.000000 Penalty: 3664.081787
	Iteration 33Q: 3 clusters Score -1.014683e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -10146843.000000 Penalty: 3664.081787
	Iteration 34Q: 3 clusters Score -1.014684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -10146848.000000 Penalty: 3664.081787
	Iteration 35Q: 3 clusters Score -1.014685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -10146866.000000 Penalty: 3664.081787
	Iteration 36Q: 3 clusters Score -1.014687e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -10146858.000000 Penalty: 3664.081787
	Iteration 37Q: 3 clusters Score -1.014686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -10146873.000000 Penalty: 3664.081787
	Iteration 38Q: 3 clusters Score -1.014687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -10146878.000000 Penalty: 3664.081787
	Iteration 39Q: 3 clusters Score -1.014688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -10146885.000000 Penalty: 3664.081787
	Iteration 40F: 3 clusters Score -1.014688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -10146894.000000 Penalty: 3664.081787
	Iteration 41Q: 3 clusters Score -1.014689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -10146902.000000 Penalty: 3664.081787
	Iteration 42Q: 3 clusters Score -1.01469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -10146905.000000 Penalty: 3664.081787
	Iteration 43Q: 3 clusters Score -1.01469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -10146905.000000 Penalty: 3664.081787
	Iteration 44Q: 3 clusters Score -1.01469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -10146911.000000 Penalty: 3664.081787
	Iteration 45Q: 3 clusters Score -1.014691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -10146912.000000 Penalty: 3664.081787
	Iteration 46Q: 3 clusters Score -1.014691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 78414 members 
Entering Unmasked Estep 
Score: -10146909.000000 Penalty: 3664.081787
	Iteration 47Q: 3 clusters Score -1.014691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -10146909.000000 Penalty: 3664.081787
	Iteration 48Q: 3 clusters Score -1.014691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -10146921.000000 Penalty: 3664.081787
	Iteration 49Q: 3 clusters Score -1.014692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -10146920.000000 Penalty: 3664.081787
	Iteration 50Q: 3 clusters Score -1.014692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -10146918.000000 Penalty: 3664.081787
	Iteration 51Q: 3 clusters Score -1.014692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -10146919.000000 Penalty: 3664.081787
	Iteration 52Q: 3 clusters Score -1.014692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -10146921.000000 Penalty: 3664.081787
	Iteration 53Q: 3 clusters Score -1.014692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 78444 members 
Entering Unmasked Estep 
Score: -10146923.000000 Penalty: 3664.081787
	Iteration 54Q: 3 clusters Score -1.014692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -10146931.000000 Penalty: 3664.081787
	Iteration 55Q: 3 clusters Score -1.014693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -10146934.000000 Penalty: 3664.081787
	Iteration 56Q: 3 clusters Score -1.014693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -10146934.000000 Penalty: 3664.081787
	Iteration 57F: 3 clusters Score -1.014693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -1259549.500000 Penalty: 1494.734985
	Iteration 0F: 2 clusters Score -1259550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1252536.875000 Penalty: 2989.469971
	Iteration 0F: 3 clusters Score -1252537 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1254780.125000 Penalty: 2989.469971
	Iteration 1F: 3 clusters Score -1254780 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1255006.500000 Penalty: 2989.469971
	Iteration 2F: 3 clusters Score -1255006 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1255182.625000 Penalty: 2989.469971
	Iteration 3Q: 3 clusters Score -1255183 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1255336.250000 Penalty: 2989.469971
	Iteration 4Q: 3 clusters Score -1255336 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1255494.250000 Penalty: 2989.469971
	Iteration 5Q: 3 clusters Score -1255494 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1255642.500000 Penalty: 2989.469971
	Iteration 6Q: 3 clusters Score -1255642 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1255837.000000 Penalty: 2989.469971
	Iteration 7Q: 3 clusters Score -1255837 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1256100.750000 Penalty: 2989.469971
	Iteration 8Q: 3 clusters Score -1256101 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1256436.625000 Penalty: 2989.469971
	Iteration 9Q: 3 clusters Score -1256437 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1256836.000000 Penalty: 2989.469971
	Iteration 10Q: 3 clusters Score -1256836 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1257292.250000 Penalty: 2989.469971
	Iteration 11F: 3 clusters Score -1257292 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1257713.625000 Penalty: 2989.469971
	Iteration 12Q: 3 clusters Score -1257714 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1257963.625000 Penalty: 2989.469971
	Iteration 13Q: 3 clusters Score -1257964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1258081.500000 Penalty: 2989.469971
	Iteration 14Q: 3 clusters Score -1258082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1258169.250000 Penalty: 2989.469971
	Iteration 15Q: 3 clusters Score -1258169 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1258228.125000 Penalty: 2989.469971
	Iteration 16Q: 3 clusters Score -1258228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1258261.125000 Penalty: 2989.469971
	Iteration 17Q: 3 clusters Score -1258261 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1258280.375000 Penalty: 2989.469971
	Iteration 18Q: 3 clusters Score -1258280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1258291.000000 Penalty: 2989.469971
	Iteration 19Q: 3 clusters Score -1258291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1258299.125000 Penalty: 2989.469971
	Iteration 20F: 3 clusters Score -1258299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1258310.625000 Penalty: 2989.469971
	Iteration 21Q: 3 clusters Score -1258311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1258315.000000 Penalty: 2989.469971
	Iteration 22Q: 3 clusters Score -1258315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1258320.750000 Penalty: 2989.469971
	Iteration 23Q: 3 clusters Score -1258321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1258323.750000 Penalty: 2989.469971
	Iteration 24Q: 3 clusters Score -1258324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1258327.375000 Penalty: 2989.469971
	Iteration 25Q: 3 clusters Score -1258327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1258330.000000 Penalty: 2989.469971
	Iteration 26Q: 3 clusters Score -1258330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1258333.875000 Penalty: 2989.469971
	Iteration 27Q: 3 clusters Score -1258334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1258332.000000 Penalty: 2989.469971
	Iteration 28Q: 3 clusters Score -1258332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1258331.750000 Penalty: 2989.469971
	Iteration 29Q: 3 clusters Score -1258332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1258334.000000 Penalty: 2989.469971
	Iteration 30Q: 3 clusters Score -1258334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1258332.750000 Penalty: 2989.469971
	Iteration 31Q: 3 clusters Score -1258333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1258337.250000 Penalty: 2989.469971
	Iteration 32Q: 3 clusters Score -1258337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1258337.750000 Penalty: 2989.469971
	Iteration 33Q: 3 clusters Score -1258338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1258338.000000 Penalty: 2989.469971
	Iteration 34Q: 3 clusters Score -1258338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1258337.000000 Penalty: 2989.469971
	Iteration 35Q: 3 clusters Score -1258337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1258336.750000 Penalty: 2989.469971
	Iteration 36Q: 3 clusters Score -1258337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1258339.000000 Penalty: 2989.469971
	Iteration 37Q: 3 clusters Score -1258339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1258340.625000 Penalty: 2989.469971
	Iteration 38Q: 3 clusters Score -1258341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1258337.250000 Penalty: 2989.469971
	Iteration 39Q: 3 clusters Score -1258337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1258336.250000 Penalty: 2989.469971
	Iteration 40F: 3 clusters Score -1258336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1258335.375000 Penalty: 2989.469971
	Iteration 41Q: 3 clusters Score -1258335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1258337.250000 Penalty: 2989.469971
	Iteration 42Q: 3 clusters Score -1258337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1258338.250000 Penalty: 2989.469971
	Iteration 43Q: 3 clusters Score -1258338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1258339.625000 Penalty: 2989.469971
	Iteration 44Q: 3 clusters Score -1258340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1258339.000000 Penalty: 2989.469971
	Iteration 45Q: 3 clusters Score -1258339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1258340.125000 Penalty: 2989.469971
	Iteration 46Q: 3 clusters Score -1258340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1258338.250000 Penalty: 2989.469971
	Iteration 47Q: 3 clusters Score -1258338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1258340.125000 Penalty: 2989.469971
	Iteration 48Q: 3 clusters Score -1258340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1258341.750000 Penalty: 2989.469971
	Iteration 49Q: 3 clusters Score -1258342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1258338.500000 Penalty: 2989.469971
	Iteration 50Q: 3 clusters Score -1258338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1258340.125000 Penalty: 2989.469971
	Iteration 51Q: 3 clusters Score -1258340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1258341.250000 Penalty: 2989.469971
	Iteration 52Q: 3 clusters Score -1258341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1258341.250000 Penalty: 2989.469971
	Iteration 53F: 3 clusters Score -1258341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -26203.849609 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -26203.85 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 114 members 
Entering Unmasked Estep 
Score: -25450.865234 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -25450.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25578.519531 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -25578.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25622.550781 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -25622.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25636.449219 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -25636.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25642.357422 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -25642.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25642.357422 Penalty: 1791.864380
	Iteration 5F: 3 clusters Score -25642.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92469 members 
Entering Unmasked Estep 
Score: -11869558.000000 Penalty: 1858.127075
	Iteration 0F: 2 clusters Score -1.186956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -11808599.000000 Penalty: 3716.254150
	Iteration 0F: 3 clusters Score -1.18086e+07 nChanged 44267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -11833882.000000 Penalty: 3716.254150
	Iteration 1F: 3 clusters Score -1.183388e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -11834392.000000 Penalty: 3716.254150
	Iteration 2Q: 3 clusters Score -1.183439e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -11835062.000000 Penalty: 3716.254150
	Iteration 3Q: 3 clusters Score -1.183506e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -11836035.000000 Penalty: 3716.254150
	Iteration 4Q: 3 clusters Score -1.183604e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -11837279.000000 Penalty: 3716.254150
	Iteration 5Q: 3 clusters Score -1.183728e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -11839259.000000 Penalty: 3716.254150
	Iteration 6Q: 3 clusters Score -1.183926e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -11842180.000000 Penalty: 3716.254150
	Iteration 7Q: 3 clusters Score -1.184218e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -11846145.000000 Penalty: 3716.254150
	Iteration 8F: 3 clusters Score -1.184614e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -11850537.000000 Penalty: 3716.254150
	Iteration 9F: 3 clusters Score -1.185054e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -11854280.000000 Penalty: 3716.254150
	Iteration 10F: 3 clusters Score -1.185428e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -11857205.000000 Penalty: 3716.254150
	Iteration 11Q: 3 clusters Score -1.18572e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -11859432.000000 Penalty: 3716.254150
	Iteration 12Q: 3 clusters Score -1.185943e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -11861173.000000 Penalty: 3716.254150
	Iteration 13Q: 3 clusters Score -1.186117e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -11862544.000000 Penalty: 3716.254150
	Iteration 14Q: 3 clusters Score -1.186254e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -11863617.000000 Penalty: 3716.254150
	Iteration 15Q: 3 clusters Score -1.186362e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -11864739.000000 Penalty: 3716.254150
	Iteration 16Q: 3 clusters Score -1.186474e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -11865536.000000 Penalty: 3716.254150
	Iteration 17Q: 3 clusters Score -1.186554e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -11866184.000000 Penalty: 3716.254150
	Iteration 18Q: 3 clusters Score -1.186618e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89741 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -11866669.000000 Penalty: 3716.254150
	Iteration 19Q: 3 clusters Score -1.186667e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -11867053.000000 Penalty: 3716.254150
	Iteration 20F: 3 clusters Score -1.186705e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -11867323.000000 Penalty: 3716.254150
	Iteration 21Q: 3 clusters Score -1.186732e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11867493.000000 Penalty: 3716.254150
	Iteration 22Q: 3 clusters Score -1.186749e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11867620.000000 Penalty: 3716.254150
	Iteration 23Q: 3 clusters Score -1.186762e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11867714.000000 Penalty: 3716.254150
	Iteration 24Q: 3 clusters Score -1.186771e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11867780.000000 Penalty: 3716.254150
	Iteration 25Q: 3 clusters Score -1.186778e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91684 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11867815.000000 Penalty: 3716.254150
	Iteration 26Q: 3 clusters Score -1.186782e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11867838.000000 Penalty: 3716.254150
	Iteration 27Q: 3 clusters Score -1.186784e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11867878.000000 Penalty: 3716.254150
	Iteration 28Q: 3 clusters Score -1.186788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -11867896.000000 Penalty: 3716.254150
	Iteration 29Q: 3 clusters Score -1.18679e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11867906.000000 Penalty: 3716.254150
	Iteration 30Q: 3 clusters Score -1.186791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11867920.000000 Penalty: 3716.254150
	Iteration 31Q: 3 clusters Score -1.186792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11867939.000000 Penalty: 3716.254150
	Iteration 32Q: 3 clusters Score -1.186794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11867934.000000 Penalty: 3716.254150
	Iteration 33Q: 3 clusters Score -1.186793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11867926.000000 Penalty: 3716.254150
	Iteration 34Q: 3 clusters Score -1.186793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -11867940.000000 Penalty: 3716.254150
	Iteration 35Q: 3 clusters Score -1.186794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91869 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11867948.000000 Penalty: 3716.254150
	Iteration 36Q: 3 clusters Score -1.186795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11867950.000000 Penalty: 3716.254150
	Iteration 37Q: 3 clusters Score -1.186795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11867960.000000 Penalty: 3716.254150
	Iteration 38Q: 3 clusters Score -1.186796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91894 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11867971.000000 Penalty: 3716.254150
	Iteration 39Q: 3 clusters Score -1.186797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11867969.000000 Penalty: 3716.254150
	Iteration 40F: 3 clusters Score -1.186797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11867978.000000 Penalty: 3716.254150
	Iteration 41Q: 3 clusters Score -1.186798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11867985.000000 Penalty: 3716.254150
	Iteration 42Q: 3 clusters Score -1.186798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91907 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11867987.000000 Penalty: 3716.254150
	Iteration 43Q: 3 clusters Score -1.186799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11867981.000000 Penalty: 3716.254150
	Iteration 44Q: 3 clusters Score -1.186798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11867993.000000 Penalty: 3716.254150
	Iteration 45Q: 3 clusters Score -1.186799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91915 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11867992.000000 Penalty: 3716.254150
	Iteration 46Q: 3 clusters Score -1.186799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11868000.000000 Penalty: 3716.254150
	Iteration 47Q: 3 clusters Score -1.1868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11868001.000000 Penalty: 3716.254150
	Iteration 48Q: 3 clusters Score -1.1868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11867993.000000 Penalty: 3716.254150
	Iteration 49Q: 3 clusters Score -1.186799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11867998.000000 Penalty: 3716.254150
	Iteration 50Q: 3 clusters Score -1.1868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91942 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11868000.000000 Penalty: 3716.254150
	Iteration 51Q: 3 clusters Score -1.1868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11868004.000000 Penalty: 3716.254150
	Iteration 52Q: 3 clusters Score -1.1868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11868000.000000 Penalty: 3716.254150
	Iteration 53Q: 3 clusters Score -1.1868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11868010.000000 Penalty: 3716.254150
	Iteration 54Q: 3 clusters Score -1.186801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11868011.000000 Penalty: 3716.254150
	Iteration 55Q: 3 clusters Score -1.186801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91953 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11868012.000000 Penalty: 3716.254150
	Iteration 56Q: 3 clusters Score -1.186801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11868015.000000 Penalty: 3716.254150
	Iteration 57Q: 3 clusters Score -1.186802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11868017.000000 Penalty: 3716.254150
	Iteration 58Q: 3 clusters Score -1.186802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91957 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11868015.000000 Penalty: 3716.254150
	Iteration 59Q: 3 clusters Score -1.186802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11868011.000000 Penalty: 3716.254150
	Iteration 60F: 3 clusters Score -1.186801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11868022.000000 Penalty: 3716.254150
	Iteration 61Q: 3 clusters Score -1.186802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11868027.000000 Penalty: 3716.254150
	Iteration 62Q: 3 clusters Score -1.186803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91968 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11868023.000000 Penalty: 3716.254150
	Iteration 63Q: 3 clusters Score -1.186802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11868025.000000 Penalty: 3716.254150
	Iteration 64Q: 3 clusters Score -1.186802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11868025.000000 Penalty: 3716.254150
	Iteration 65F: 3 clusters Score -1.186802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -8715.384766 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -8715.385 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 125 members 
Entering Unmasked Estep 
Score: -8097.645020 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -8097.645 nChanged 62
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: -8316.058594 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -8316.059 nChanged 17
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: -8446.879883 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -8446.88 nChanged 3
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: -8495.277344 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -8495.277 nChanged 3
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: -8510.290039 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -8510.29 nChanged 3
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: -8543.616211 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -8543.616 nChanged 3
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: -8553.545898 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -8553.546 nChanged 4
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: -8592.426758 Penalty: 1779.850586
	Iteration 7Q: 3 clusters Score -8592.427 nChanged 3
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: -8604.871094 Penalty: 1779.850586
	Iteration 8Q: 3 clusters Score -8604.871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8630.326172 Penalty: 1779.850586
	Iteration 9Q: 3 clusters Score -8630.326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8723.312500 Penalty: 1779.850586
	Iteration 10Q: 3 clusters Score -8723.312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8774.788086 Penalty: 1779.850586
	Iteration 11Q: 3 clusters Score -8774.788 nChanged 2
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: -8783.657227 Penalty: 1779.850586
	Iteration 12Q: 3 clusters Score -8783.657 nChanged 1
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: -8785.801758 Penalty: 1779.850586
	Iteration 13Q: 3 clusters Score -8785.802 nChanged 0
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: -8785.801758 Penalty: 1779.850586
	Iteration 14F: 3 clusters Score -8785.802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 21114 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 4 contains 118 members 
Mstep: Class 5 contains 78755 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92469 members 
Mstep: Class 9 contains 121 members 
Mstep: Class 10 contains 34549 members 
Mstep: Class 11 contains 9921 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 97976 members 
Mstep: Class 14 contains 104058 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 19683 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
Score: -69532416.000000 Penalty: 47263.542969
Splitting cluster 9 changes total score from -69533536.000000 to -69532416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (34549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Entering Unmasked Estep 
Score: -4481904.500000 Penalty: 1698.146851
	Iteration 0F: 2 clusters Score -4481904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4458619.500000 Penalty: 3396.293701
	Iteration 0F: 3 clusters Score -4458620 nChanged 16048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -4467740.500000 Penalty: 3396.293701
	Iteration 1F: 3 clusters Score -4467740 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -4468228.000000 Penalty: 3396.293701
	Iteration 2Q: 3 clusters Score -4468228 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4468672.500000 Penalty: 3396.293701
	Iteration 3Q: 3 clusters Score -4468672 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4469091.500000 Penalty: 3396.293701
	Iteration 4Q: 3 clusters Score -4469092 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4469491.500000 Penalty: 3396.293701
	Iteration 5Q: 3 clusters Score -4469492 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -4469833.000000 Penalty: 3396.293701
	Iteration 6Q: 3 clusters Score -4469833 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4470255.500000 Penalty: 3396.293701
	Iteration 7Q: 3 clusters Score -4470256 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -4470822.000000 Penalty: 3396.293701
	Iteration 8Q: 3 clusters Score -4470822 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4471510.500000 Penalty: 3396.293701
	Iteration 9Q: 3 clusters Score -4471510 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4472499.000000 Penalty: 3396.293701
	Iteration 10Q: 3 clusters Score -4472499 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4473701.000000 Penalty: 3396.293701
	Iteration 11Q: 3 clusters Score -4473701 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4474868.000000 Penalty: 3396.293701
	Iteration 12Q: 3 clusters Score -4474868 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -4475622.000000 Penalty: 3396.293701
	Iteration 13Q: 3 clusters Score -4475622 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4476016.500000 Penalty: 3396.293701
	Iteration 14Q: 3 clusters Score -4476016 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4476282.500000 Penalty: 3396.293701
	Iteration 15Q: 3 clusters Score -4476282 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -4476524.500000 Penalty: 3396.293701
	Iteration 16Q: 3 clusters Score -4476524 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -4476726.500000 Penalty: 3396.293701
	Iteration 17Q: 3 clusters Score -4476726 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4476926.500000 Penalty: 3396.293701
	Iteration 18Q: 3 clusters Score -4476926 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -4477181.500000 Penalty: 3396.293701
	Iteration 19Q: 3 clusters Score -4477182 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -4477430.000000 Penalty: 3396.293701
	Iteration 20F: 3 clusters Score -4477430 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4477657.000000 Penalty: 3396.293701
	Iteration 21Q: 3 clusters Score -4477657 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4477922.000000 Penalty: 3396.293701
	Iteration 22Q: 3 clusters Score -4477922 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4478211.500000 Penalty: 3396.293701
	Iteration 23Q: 3 clusters Score -4478212 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -4478503.500000 Penalty: 3396.293701
	Iteration 24Q: 3 clusters Score -4478504 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4478768.000000 Penalty: 3396.293701
	Iteration 25Q: 3 clusters Score -4478768 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4479022.500000 Penalty: 3396.293701
	Iteration 26Q: 3 clusters Score -4479022 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4479275.500000 Penalty: 3396.293701
	Iteration 27Q: 3 clusters Score -4479276 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -4479475.000000 Penalty: 3396.293701
	Iteration 28Q: 3 clusters Score -4479475 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -4479693.500000 Penalty: 3396.293701
	Iteration 29Q: 3 clusters Score -4479694 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4479840.500000 Penalty: 3396.293701
	Iteration 30Q: 3 clusters Score -4479840 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4479965.000000 Penalty: 3396.293701
	Iteration 31Q: 3 clusters Score -4479965 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -4480079.500000 Penalty: 3396.293701
	Iteration 32Q: 3 clusters Score -4480080 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -4480158.000000 Penalty: 3396.293701
	Iteration 33Q: 3 clusters Score -4480158 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4480228.500000 Penalty: 3396.293701
	Iteration 34Q: 3 clusters Score -4480228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -4480275.500000 Penalty: 3396.293701
	Iteration 35Q: 3 clusters Score -4480276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4480304.500000 Penalty: 3396.293701
	Iteration 36Q: 3 clusters Score -4480304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -4480335.500000 Penalty: 3396.293701
	Iteration 37Q: 3 clusters Score -4480336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4480349.000000 Penalty: 3396.293701
	Iteration 38Q: 3 clusters Score -4480349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -4480366.500000 Penalty: 3396.293701
	Iteration 39Q: 3 clusters Score -4480366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4480377.500000 Penalty: 3396.293701
	Iteration 40F: 3 clusters Score -4480378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -4480383.000000 Penalty: 3396.293701
	Iteration 41Q: 3 clusters Score -4480383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -4480403.500000 Penalty: 3396.293701
	Iteration 42Q: 3 clusters Score -4480404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4480430.000000 Penalty: 3396.293701
	Iteration 43Q: 3 clusters Score -4480430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4480439.500000 Penalty: 3396.293701
	Iteration 44Q: 3 clusters Score -4480440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4480441.500000 Penalty: 3396.293701
	Iteration 45Q: 3 clusters Score -4480442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -4480450.000000 Penalty: 3396.293701
	Iteration 46Q: 3 clusters Score -4480450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4480457.500000 Penalty: 3396.293701
	Iteration 47Q: 3 clusters Score -4480458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4480462.500000 Penalty: 3396.293701
	Iteration 48Q: 3 clusters Score -4480462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4480469.000000 Penalty: 3396.293701
	Iteration 49Q: 3 clusters Score -4480469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4480473.500000 Penalty: 3396.293701
	Iteration 50Q: 3 clusters Score -4480474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4480475.000000 Penalty: 3396.293701
	Iteration 51Q: 3 clusters Score -4480475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4480480.500000 Penalty: 3396.293701
	Iteration 52Q: 3 clusters Score -4480480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4480482.000000 Penalty: 3396.293701
	Iteration 53Q: 3 clusters Score -4480482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -4480485.500000 Penalty: 3396.293701
	Iteration 54Q: 3 clusters Score -4480486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4480488.000000 Penalty: 3396.293701
	Iteration 55Q: 3 clusters Score -4480488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4480482.500000 Penalty: 3396.293701
	Iteration 56Q: 3 clusters Score -4480482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4480480.000000 Penalty: 3396.293701
	Iteration 57Q: 3 clusters Score -4480480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4480481.000000 Penalty: 3396.293701
	Iteration 58Q: 3 clusters Score -4480481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4480481.000000 Penalty: 3396.293701
	Iteration 59F: 3 clusters Score -4480481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Entering Unmasked Estep 
Score: -1265977.625000 Penalty: 1495.391479
	Iteration 0F: 2 clusters Score -1265978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1258872.125000 Penalty: 2990.782959
	Iteration 0F: 3 clusters Score -1258872 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1261226.500000 Penalty: 2990.782959
	Iteration 1F: 3 clusters Score -1261226 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1261544.000000 Penalty: 2990.782959
	Iteration 2F: 3 clusters Score -1261544 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1261791.375000 Penalty: 2990.782959
	Iteration 3F: 3 clusters Score -1261791 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1262006.375000 Penalty: 2990.782959
	Iteration 4Q: 3 clusters Score -1262006 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1262196.750000 Penalty: 2990.782959
	Iteration 5Q: 3 clusters Score -1262197 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1262386.000000 Penalty: 2990.782959
	Iteration 6Q: 3 clusters Score -1262386 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1262551.375000 Penalty: 2990.782959
	Iteration 7Q: 3 clusters Score -1262551 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1262714.500000 Penalty: 2990.782959
	Iteration 8Q: 3 clusters Score -1262714 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1262849.625000 Penalty: 2990.782959
	Iteration 9Q: 3 clusters Score -1262850 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1262986.750000 Penalty: 2990.782959
	Iteration 10Q: 3 clusters Score -1262987 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1263126.000000 Penalty: 2990.782959
	Iteration 11Q: 3 clusters Score -1263126 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1263279.500000 Penalty: 2990.782959
	Iteration 12Q: 3 clusters Score -1263280 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1263431.625000 Penalty: 2990.782959
	Iteration 13Q: 3 clusters Score -1263432 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1263603.125000 Penalty: 2990.782959
	Iteration 14Q: 3 clusters Score -1263603 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1263794.125000 Penalty: 2990.782959
	Iteration 15Q: 3 clusters Score -1263794 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1264005.625000 Penalty: 2990.782959
	Iteration 16Q: 3 clusters Score -1264006 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1264225.750000 Penalty: 2990.782959
	Iteration 17Q: 3 clusters Score -1264226 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1264381.500000 Penalty: 2990.782959
	Iteration 18Q: 3 clusters Score -1264382 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1264469.250000 Penalty: 2990.782959
	Iteration 19Q: 3 clusters Score -1264469 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1264521.000000 Penalty: 2990.782959
	Iteration 20F: 3 clusters Score -1264521 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1264553.125000 Penalty: 2990.782959
	Iteration 21Q: 3 clusters Score -1264553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1264577.625000 Penalty: 2990.782959
	Iteration 22Q: 3 clusters Score -1264578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1264597.375000 Penalty: 2990.782959
	Iteration 23Q: 3 clusters Score -1264597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1264613.375000 Penalty: 2990.782959
	Iteration 24Q: 3 clusters Score -1264613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1264613.250000 Penalty: 2990.782959
	Iteration 25Q: 3 clusters Score -1264613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1264617.750000 Penalty: 2990.782959
	Iteration 26Q: 3 clusters Score -1264618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1264622.000000 Penalty: 2990.782959
	Iteration 27Q: 3 clusters Score -1264622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1264625.625000 Penalty: 2990.782959
	Iteration 28Q: 3 clusters Score -1264626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1264628.625000 Penalty: 2990.782959
	Iteration 29Q: 3 clusters Score -1264629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1264631.625000 Penalty: 2990.782959
	Iteration 30Q: 3 clusters Score -1264632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1264635.875000 Penalty: 2990.782959
	Iteration 31Q: 3 clusters Score -1264636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1264635.875000 Penalty: 2990.782959
	Iteration 32Q: 3 clusters Score -1264636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1264638.500000 Penalty: 2990.782959
	Iteration 33Q: 3 clusters Score -1264638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1264640.000000 Penalty: 2990.782959
	Iteration 34Q: 3 clusters Score -1264640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1264643.125000 Penalty: 2990.782959
	Iteration 35Q: 3 clusters Score -1264643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1264646.750000 Penalty: 2990.782959
	Iteration 36Q: 3 clusters Score -1264647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1264652.125000 Penalty: 2990.782959
	Iteration 37Q: 3 clusters Score -1264652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1264651.625000 Penalty: 2990.782959
	Iteration 38Q: 3 clusters Score -1264652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1264654.125000 Penalty: 2990.782959
	Iteration 39Q: 3 clusters Score -1264654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1264655.625000 Penalty: 2990.782959
	Iteration 40F: 3 clusters Score -1264656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1264658.250000 Penalty: 2990.782959
	Iteration 41Q: 3 clusters Score -1264658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1264660.875000 Penalty: 2990.782959
	Iteration 42Q: 3 clusters Score -1264661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1264666.500000 Penalty: 2990.782959
	Iteration 43Q: 3 clusters Score -1264666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1264670.000000 Penalty: 2990.782959
	Iteration 44Q: 3 clusters Score -1264670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1264676.000000 Penalty: 2990.782959
	Iteration 45Q: 3 clusters Score -1264676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1264681.750000 Penalty: 2990.782959
	Iteration 46Q: 3 clusters Score -1264682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1264682.750000 Penalty: 2990.782959
	Iteration 47Q: 3 clusters Score -1264683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1264685.000000 Penalty: 2990.782959
	Iteration 48Q: 3 clusters Score -1264685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1264687.875000 Penalty: 2990.782959
	Iteration 49Q: 3 clusters Score -1264688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1264687.125000 Penalty: 2990.782959
	Iteration 50Q: 3 clusters Score -1264687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1264688.875000 Penalty: 2990.782959
	Iteration 51Q: 3 clusters Score -1264689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1264687.000000 Penalty: 2990.782959
	Iteration 52Q: 3 clusters Score -1264687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1264687.000000 Penalty: 2990.782959
	Iteration 53F: 3 clusters Score -1264687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Entering Unmasked Estep 
Score: -951571.375000 Penalty: 1453.404541
	Iteration 0F: 2 clusters Score -951571.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -945906.125000 Penalty: 2906.809082
	Iteration 0F: 3 clusters Score -945906.1 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -947685.687500 Penalty: 2906.809082
	Iteration 1F: 3 clusters Score -947685.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -947900.375000 Penalty: 2906.809082
	Iteration 2F: 3 clusters Score -947900.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -948104.125000 Penalty: 2906.809082
	Iteration 3Q: 3 clusters Score -948104.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -948262.312500 Penalty: 2906.809082
	Iteration 4Q: 3 clusters Score -948262.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -948413.562500 Penalty: 2906.809082
	Iteration 5Q: 3 clusters Score -948413.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -948553.437500 Penalty: 2906.809082
	Iteration 6Q: 3 clusters Score -948553.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -948704.875000 Penalty: 2906.809082
	Iteration 7Q: 3 clusters Score -948704.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -948880.375000 Penalty: 2906.809082
	Iteration 8Q: 3 clusters Score -948880.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -949116.375000 Penalty: 2906.809082
	Iteration 9F: 3 clusters Score -949116.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -949386.062500 Penalty: 2906.809082
	Iteration 10F: 3 clusters Score -949386.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -949644.812500 Penalty: 2906.809082
	Iteration 11F: 3 clusters Score -949644.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -949909.875000 Penalty: 2906.809082
	Iteration 12F: 3 clusters Score -949909.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -950173.000000 Penalty: 2906.809082
	Iteration 13Q: 3 clusters Score -950173 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -950388.062500 Penalty: 2906.809082
	Iteration 14Q: 3 clusters Score -950388.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -950577.625000 Penalty: 2906.809082
	Iteration 15Q: 3 clusters Score -950577.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -950724.000000 Penalty: 2906.809082
	Iteration 16Q: 3 clusters Score -950724 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -950816.312500 Penalty: 2906.809082
	Iteration 17Q: 3 clusters Score -950816.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -950881.812500 Penalty: 2906.809082
	Iteration 18Q: 3 clusters Score -950881.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -950923.562500 Penalty: 2906.809082
	Iteration 19Q: 3 clusters Score -950923.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -950947.187500 Penalty: 2906.809082
	Iteration 20F: 3 clusters Score -950947.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -950965.312500 Penalty: 2906.809082
	Iteration 21Q: 3 clusters Score -950965.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -950981.875000 Penalty: 2906.809082
	Iteration 22Q: 3 clusters Score -950981.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -950989.625000 Penalty: 2906.809082
	Iteration 23Q: 3 clusters Score -950989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -950996.250000 Penalty: 2906.809082
	Iteration 24Q: 3 clusters Score -950996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -950996.562500 Penalty: 2906.809082
	Iteration 25Q: 3 clusters Score -950996.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -950997.625000 Penalty: 2906.809082
	Iteration 26Q: 3 clusters Score -950997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -950998.687500 Penalty: 2906.809082
	Iteration 27Q: 3 clusters Score -950998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -951001.750000 Penalty: 2906.809082
	Iteration 28Q: 3 clusters Score -951001.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -951008.125000 Penalty: 2906.809082
	Iteration 29Q: 3 clusters Score -951008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -951008.312500 Penalty: 2906.809082
	Iteration 30Q: 3 clusters Score -951008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -951009.250000 Penalty: 2906.809082
	Iteration 31Q: 3 clusters Score -951009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -951009.250000 Penalty: 2906.809082
	Iteration 32F: 3 clusters Score -951009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97976 members 
Entering Unmasked Estep 
Score: -12575153.000000 Penalty: 1867.527588
	Iteration 0F: 2 clusters Score -1.257515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -12512646.000000 Penalty: 3735.055176
	Iteration 0F: 3 clusters Score -1.251265e+07 nChanged 46890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -12540284.000000 Penalty: 3735.055176
	Iteration 1F: 3 clusters Score -1.254028e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -12541599.000000 Penalty: 3735.055176
	Iteration 2Q: 3 clusters Score -1.25416e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -12543598.000000 Penalty: 3735.055176
	Iteration 3Q: 3 clusters Score -1.25436e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -12546762.000000 Penalty: 3735.055176
	Iteration 4F: 3 clusters Score -1.254676e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -12551363.000000 Penalty: 3735.055176
	Iteration 5F: 3 clusters Score -1.255136e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 69678 members 
Entering Unmasked Estep 
Score: -12556963.000000 Penalty: 3735.055176
	Iteration 6F: 3 clusters Score -1.255696e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -12562393.000000 Penalty: 3735.055176
	Iteration 7F: 3 clusters Score -1.256239e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -12565657.000000 Penalty: 3735.055176
	Iteration 8Q: 3 clusters Score -1.256566e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -12567092.000000 Penalty: 3735.055176
	Iteration 9Q: 3 clusters Score -1.256709e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -12567578.000000 Penalty: 3735.055176
	Iteration 10Q: 3 clusters Score -1.256758e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -12567915.000000 Penalty: 3735.055176
	Iteration 11Q: 3 clusters Score -1.256792e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -12568123.000000 Penalty: 3735.055176
	Iteration 12Q: 3 clusters Score -1.256812e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -12568292.000000 Penalty: 3735.055176
	Iteration 13Q: 3 clusters Score -1.256829e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -12568405.000000 Penalty: 3735.055176
	Iteration 14Q: 3 clusters Score -1.25684e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -12568500.000000 Penalty: 3735.055176
	Iteration 15Q: 3 clusters Score -1.25685e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -12568621.000000 Penalty: 3735.055176
	Iteration 16Q: 3 clusters Score -1.256862e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -12568713.000000 Penalty: 3735.055176
	Iteration 17Q: 3 clusters Score -1.256871e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -12568823.000000 Penalty: 3735.055176
	Iteration 18Q: 3 clusters Score -1.256882e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -12568888.000000 Penalty: 3735.055176
	Iteration 19Q: 3 clusters Score -1.256889e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -12568948.000000 Penalty: 3735.055176
	Iteration 20F: 3 clusters Score -1.256895e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -12569085.000000 Penalty: 3735.055176
	Iteration 21Q: 3 clusters Score -1.256908e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -12569181.000000 Penalty: 3735.055176
	Iteration 22Q: 3 clusters Score -1.256918e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -12569271.000000 Penalty: 3735.055176
	Iteration 23Q: 3 clusters Score -1.256927e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -12569355.000000 Penalty: 3735.055176
	Iteration 24Q: 3 clusters Score -1.256936e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 81927 members 
Entering Unmasked Estep 
Score: -12569442.000000 Penalty: 3735.055176
	Iteration 25Q: 3 clusters Score -1.256944e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -12569503.000000 Penalty: 3735.055176
	Iteration 26Q: 3 clusters Score -1.25695e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 82764 members 
Entering Unmasked Estep 
Score: -12569633.000000 Penalty: 3735.055176
	Iteration 27Q: 3 clusters Score -1.256963e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -12569683.000000 Penalty: 3735.055176
	Iteration 28Q: 3 clusters Score -1.256968e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -12569800.000000 Penalty: 3735.055176
	Iteration 29Q: 3 clusters Score -1.25698e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -12569896.000000 Penalty: 3735.055176
	Iteration 30Q: 3 clusters Score -1.25699e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -12570036.000000 Penalty: 3735.055176
	Iteration 31Q: 3 clusters Score -1.257004e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
Score: -12570152.000000 Penalty: 3735.055176
	Iteration 32Q: 3 clusters Score -1.257015e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -12570343.000000 Penalty: 3735.055176
	Iteration 33Q: 3 clusters Score -1.257034e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -12570503.000000 Penalty: 3735.055176
	Iteration 34Q: 3 clusters Score -1.25705e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -12570656.000000 Penalty: 3735.055176
	Iteration 35Q: 3 clusters Score -1.257066e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -12570780.000000 Penalty: 3735.055176
	Iteration 36Q: 3 clusters Score -1.257078e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -12570891.000000 Penalty: 3735.055176
	Iteration 37Q: 3 clusters Score -1.257089e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 88887 members 
Entering Unmasked Estep 
Score: -12571062.000000 Penalty: 3735.055176
	Iteration 38Q: 3 clusters Score -1.257106e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -12571290.000000 Penalty: 3735.055176
	Iteration 39Q: 3 clusters Score -1.257129e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -12571490.000000 Penalty: 3735.055176
	Iteration 40F: 3 clusters Score -1.257149e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -12571607.000000 Penalty: 3735.055176
	Iteration 41Q: 3 clusters Score -1.257161e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -12571731.000000 Penalty: 3735.055176
	Iteration 42Q: 3 clusters Score -1.257173e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -12571883.000000 Penalty: 3735.055176
	Iteration 43Q: 3 clusters Score -1.257188e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -12572000.000000 Penalty: 3735.055176
	Iteration 44Q: 3 clusters Score -1.2572e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -12572130.000000 Penalty: 3735.055176
	Iteration 45Q: 3 clusters Score -1.257213e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -12572262.000000 Penalty: 3735.055176
	Iteration 46Q: 3 clusters Score -1.257226e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -12572409.000000 Penalty: 3735.055176
	Iteration 47Q: 3 clusters Score -1.257241e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -12572512.000000 Penalty: 3735.055176
	Iteration 48Q: 3 clusters Score -1.257251e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 94167 members 
Entering Unmasked Estep 
Score: -12572666.000000 Penalty: 3735.055176
	Iteration 49Q: 3 clusters Score -1.257267e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -12572801.000000 Penalty: 3735.055176
	Iteration 50Q: 3 clusters Score -1.25728e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -12572938.000000 Penalty: 3735.055176
	Iteration 51Q: 3 clusters Score -1.257294e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -12573000.000000 Penalty: 3735.055176
	Iteration 52Q: 3 clusters Score -1.2573e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -12573073.000000 Penalty: 3735.055176
	Iteration 53Q: 3 clusters Score -1.257307e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -12573167.000000 Penalty: 3735.055176
	Iteration 54Q: 3 clusters Score -1.257317e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -12573237.000000 Penalty: 3735.055176
	Iteration 55Q: 3 clusters Score -1.257324e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -12573272.000000 Penalty: 3735.055176
	Iteration 56Q: 3 clusters Score -1.257327e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -12573302.000000 Penalty: 3735.055176
	Iteration 57Q: 3 clusters Score -1.25733e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -12573362.000000 Penalty: 3735.055176
	Iteration 58Q: 3 clusters Score -1.257336e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 96635 members 
Entering Unmasked Estep 
Score: -12573391.000000 Penalty: 3735.055176
	Iteration 59Q: 3 clusters Score -1.257339e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -12573420.000000 Penalty: 3735.055176
	Iteration 60F: 3 clusters Score -1.257342e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -12573472.000000 Penalty: 3735.055176
	Iteration 61Q: 3 clusters Score -1.257347e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 96886 members 
Entering Unmasked Estep 
Score: -12573479.000000 Penalty: 3735.055176
	Iteration 62Q: 3 clusters Score -1.257348e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -12573483.000000 Penalty: 3735.055176
	Iteration 63Q: 3 clusters Score -1.257348e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -12573480.000000 Penalty: 3735.055176
	Iteration 64Q: 3 clusters Score -1.257348e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -12573505.000000 Penalty: 3735.055176
	Iteration 65Q: 3 clusters Score -1.25735e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -12573499.000000 Penalty: 3735.055176
	Iteration 66Q: 3 clusters Score -1.25735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 97114 members 
Entering Unmasked Estep 
Score: -12573501.000000 Penalty: 3735.055176
	Iteration 67Q: 3 clusters Score -1.25735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 97153 members 
Entering Unmasked Estep 
Score: -12573507.000000 Penalty: 3735.055176
	Iteration 68Q: 3 clusters Score -1.257351e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 97187 members 
Entering Unmasked Estep 
Score: -12573531.000000 Penalty: 3735.055176
	Iteration 69Q: 3 clusters Score -1.257353e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -12573555.000000 Penalty: 3735.055176
	Iteration 70Q: 3 clusters Score -1.257356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -12573548.000000 Penalty: 3735.055176
	Iteration 71Q: 3 clusters Score -1.257355e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -12573560.000000 Penalty: 3735.055176
	Iteration 72Q: 3 clusters Score -1.257356e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -12573563.000000 Penalty: 3735.055176
	Iteration 73Q: 3 clusters Score -1.257356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -12573568.000000 Penalty: 3735.055176
	Iteration 74Q: 3 clusters Score -1.257357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -12573590.000000 Penalty: 3735.055176
	Iteration 75Q: 3 clusters Score -1.257359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -12573600.000000 Penalty: 3735.055176
	Iteration 76Q: 3 clusters Score -1.25736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -12573593.000000 Penalty: 3735.055176
	Iteration 77Q: 3 clusters Score -1.257359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -12573592.000000 Penalty: 3735.055176
	Iteration 78Q: 3 clusters Score -1.257359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -12573596.000000 Penalty: 3735.055176
	Iteration 79Q: 3 clusters Score -1.25736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -12573593.000000 Penalty: 3735.055176
	Iteration 80F: 3 clusters Score -1.257359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -12573585.000000 Penalty: 3735.055176
	Iteration 81Q: 3 clusters Score -1.257358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -12573601.000000 Penalty: 3735.055176
	Iteration 82Q: 3 clusters Score -1.25736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 97392 members 
Entering Unmasked Estep 
Score: -12573612.000000 Penalty: 3735.055176
	Iteration 83Q: 3 clusters Score -1.257361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -12573610.000000 Penalty: 3735.055176
	Iteration 84Q: 3 clusters Score -1.257361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 97410 members 
Entering Unmasked Estep 
Score: -12573605.000000 Penalty: 3735.055176
	Iteration 85Q: 3 clusters Score -1.25736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -12573604.000000 Penalty: 3735.055176
	Iteration 86Q: 3 clusters Score -1.25736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -12573618.000000 Penalty: 3735.055176
	Iteration 87Q: 3 clusters Score -1.257362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -12573608.000000 Penalty: 3735.055176
	Iteration 88Q: 3 clusters Score -1.257361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -12573610.000000 Penalty: 3735.055176
	Iteration 89Q: 3 clusters Score -1.257361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -12573621.000000 Penalty: 3735.055176
	Iteration 90Q: 3 clusters Score -1.257362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 97449 members 
Entering Unmasked Estep 
Score: -12573622.000000 Penalty: 3735.055176
	Iteration 91Q: 3 clusters Score -1.257362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 97453 members 
Entering Unmasked Estep 
Score: -12573617.000000 Penalty: 3735.055176
	Iteration 92Q: 3 clusters Score -1.257362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -12573624.000000 Penalty: 3735.055176
	Iteration 93Q: 3 clusters Score -1.257362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -12573627.000000 Penalty: 3735.055176
	Iteration 94Q: 3 clusters Score -1.257363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 97463 members 
Entering Unmasked Estep 
Score: -12573617.000000 Penalty: 3735.055176
	Iteration 95Q: 3 clusters Score -1.257362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -12573626.000000 Penalty: 3735.055176
	Iteration 96Q: 3 clusters Score -1.257363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 97465 members 
Entering Unmasked Estep 
Score: -12573621.000000 Penalty: 3735.055176
	Iteration 97Q: 3 clusters Score -1.257362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 97465 members 
Entering Unmasked Estep 
Score: -12573621.000000 Penalty: 3735.055176
	Iteration 98F: 3 clusters Score -1.257362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104058 members 
Entering Unmasked Estep 
Score: -13363165.000000 Penalty: 1877.314331
	Iteration 0F: 2 clusters Score -1.336316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -13297646.000000 Penalty: 3754.628662
	Iteration 0F: 3 clusters Score -1.329765e+07 nChanged 49685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -13327511.000000 Penalty: 3754.628662
	Iteration 1F: 3 clusters Score -1.332751e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -13329777.000000 Penalty: 3754.628662
	Iteration 2Q: 3 clusters Score -1.332978e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -13333377.000000 Penalty: 3754.628662
	Iteration 3F: 3 clusters Score -1.333338e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -13338495.000000 Penalty: 3754.628662
	Iteration 4F: 3 clusters Score -1.33385e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -13344919.000000 Penalty: 3754.628662
	Iteration 5F: 3 clusters Score -1.334492e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -13350985.000000 Penalty: 3754.628662
	Iteration 6F: 3 clusters Score -1.335098e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -13355159.000000 Penalty: 3754.628662
	Iteration 7F: 3 clusters Score -1.335516e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -13357027.000000 Penalty: 3754.628662
	Iteration 8Q: 3 clusters Score -1.335703e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -13357952.000000 Penalty: 3754.628662
	Iteration 9Q: 3 clusters Score -1.335795e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -13358770.000000 Penalty: 3754.628662
	Iteration 10Q: 3 clusters Score -1.335877e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -13359410.000000 Penalty: 3754.628662
	Iteration 11Q: 3 clusters Score -1.335941e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -13359970.000000 Penalty: 3754.628662
	Iteration 12Q: 3 clusters Score -1.335997e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 85211 members 
Entering Unmasked Estep 
Score: -13360422.000000 Penalty: 3754.628662
	Iteration 13Q: 3 clusters Score -1.336042e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -13360764.000000 Penalty: 3754.628662
	Iteration 14Q: 3 clusters Score -1.336076e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -13361004.000000 Penalty: 3754.628662
	Iteration 15Q: 3 clusters Score -1.3361e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
Score: -13361213.000000 Penalty: 3754.628662
	Iteration 16Q: 3 clusters Score -1.336121e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -13361439.000000 Penalty: 3754.628662
	Iteration 17Q: 3 clusters Score -1.336144e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -13361543.000000 Penalty: 3754.628662
	Iteration 18Q: 3 clusters Score -1.336154e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -13361652.000000 Penalty: 3754.628662
	Iteration 19Q: 3 clusters Score -1.336165e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 89053 members 
Entering Unmasked Estep 
Score: -13361753.000000 Penalty: 3754.628662
	Iteration 20F: 3 clusters Score -1.336175e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -13361842.000000 Penalty: 3754.628662
	Iteration 21Q: 3 clusters Score -1.336184e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -13361925.000000 Penalty: 3754.628662
	Iteration 22Q: 3 clusters Score -1.336192e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -13362009.000000 Penalty: 3754.628662
	Iteration 23Q: 3 clusters Score -1.336201e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 90404 members 
Entering Unmasked Estep 
Score: -13362067.000000 Penalty: 3754.628662
	Iteration 24Q: 3 clusters Score -1.336207e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -13362115.000000 Penalty: 3754.628662
	Iteration 25Q: 3 clusters Score -1.336212e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -13362159.000000 Penalty: 3754.628662
	Iteration 26Q: 3 clusters Score -1.336216e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -13362211.000000 Penalty: 3754.628662
	Iteration 27Q: 3 clusters Score -1.336221e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -13362282.000000 Penalty: 3754.628662
	Iteration 28Q: 3 clusters Score -1.336228e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 91738 members 
Entering Unmasked Estep 
Score: -13362314.000000 Penalty: 3754.628662
	Iteration 29Q: 3 clusters Score -1.336231e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -13362337.000000 Penalty: 3754.628662
	Iteration 30Q: 3 clusters Score -1.336234e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -13362378.000000 Penalty: 3754.628662
	Iteration 31Q: 3 clusters Score -1.336238e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -13362393.000000 Penalty: 3754.628662
	Iteration 32Q: 3 clusters Score -1.336239e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -13362445.000000 Penalty: 3754.628662
	Iteration 33Q: 3 clusters Score -1.336244e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -13362476.000000 Penalty: 3754.628662
	Iteration 34Q: 3 clusters Score -1.336248e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -13362491.000000 Penalty: 3754.628662
	Iteration 35Q: 3 clusters Score -1.336249e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -13362514.000000 Penalty: 3754.628662
	Iteration 36Q: 3 clusters Score -1.336251e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 92993 members 
Entering Unmasked Estep 
Score: -13362532.000000 Penalty: 3754.628662
	Iteration 37Q: 3 clusters Score -1.336253e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -13362561.000000 Penalty: 3754.628662
	Iteration 38Q: 3 clusters Score -1.336256e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -13362602.000000 Penalty: 3754.628662
	Iteration 39Q: 3 clusters Score -1.33626e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -13362628.000000 Penalty: 3754.628662
	Iteration 40F: 3 clusters Score -1.336263e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -13362641.000000 Penalty: 3754.628662
	Iteration 41Q: 3 clusters Score -1.336264e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -13362644.000000 Penalty: 3754.628662
	Iteration 42Q: 3 clusters Score -1.336264e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -13362681.000000 Penalty: 3754.628662
	Iteration 43Q: 3 clusters Score -1.336268e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -13362690.000000 Penalty: 3754.628662
	Iteration 44Q: 3 clusters Score -1.336269e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -13362682.000000 Penalty: 3754.628662
	Iteration 45Q: 3 clusters Score -1.336268e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -13362666.000000 Penalty: 3754.628662
	Iteration 46Q: 3 clusters Score -1.336267e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 94043 members 
Entering Unmasked Estep 
Score: -13362660.000000 Penalty: 3754.628662
	Iteration 47Q: 3 clusters Score -1.336266e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 94121 members 
Entering Unmasked Estep 
Score: -13362687.000000 Penalty: 3754.628662
	Iteration 48Q: 3 clusters Score -1.336269e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 94199 members 
Entering Unmasked Estep 
Score: -13362687.000000 Penalty: 3754.628662
	Iteration 49Q: 3 clusters Score -1.336269e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 94279 members 
Entering Unmasked Estep 
Score: -13362719.000000 Penalty: 3754.628662
	Iteration 50Q: 3 clusters Score -1.336272e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 94355 members 
Entering Unmasked Estep 
Score: -13362731.000000 Penalty: 3754.628662
	Iteration 51Q: 3 clusters Score -1.336273e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -13362771.000000 Penalty: 3754.628662
	Iteration 52Q: 3 clusters Score -1.336277e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 94517 members 
Entering Unmasked Estep 
Score: -13362780.000000 Penalty: 3754.628662
	Iteration 53Q: 3 clusters Score -1.336278e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -13362778.000000 Penalty: 3754.628662
	Iteration 54Q: 3 clusters Score -1.336278e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -13362813.000000 Penalty: 3754.628662
	Iteration 55Q: 3 clusters Score -1.336281e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -13362811.000000 Penalty: 3754.628662
	Iteration 56Q: 3 clusters Score -1.336281e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -13362816.000000 Penalty: 3754.628662
	Iteration 57Q: 3 clusters Score -1.336282e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -13362829.000000 Penalty: 3754.628662
	Iteration 58Q: 3 clusters Score -1.336283e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -13362821.000000 Penalty: 3754.628662
	Iteration 59Q: 3 clusters Score -1.336282e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -13362846.000000 Penalty: 3754.628662
	Iteration 60F: 3 clusters Score -1.336285e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -13362865.000000 Penalty: 3754.628662
	Iteration 61Q: 3 clusters Score -1.336286e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -13362878.000000 Penalty: 3754.628662
	Iteration 62Q: 3 clusters Score -1.336288e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -13362896.000000 Penalty: 3754.628662
	Iteration 63Q: 3 clusters Score -1.33629e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -13362911.000000 Penalty: 3754.628662
	Iteration 64Q: 3 clusters Score -1.336291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -13362920.000000 Penalty: 3754.628662
	Iteration 65Q: 3 clusters Score -1.336292e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -13362959.000000 Penalty: 3754.628662
	Iteration 66Q: 3 clusters Score -1.336296e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -13362981.000000 Penalty: 3754.628662
	Iteration 67Q: 3 clusters Score -1.336298e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 95730 members 
Entering Unmasked Estep 
Score: -13363000.000000 Penalty: 3754.628662
	Iteration 68Q: 3 clusters Score -1.3363e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 95831 members 
Entering Unmasked Estep 
Score: -13363016.000000 Penalty: 3754.628662
	Iteration 69Q: 3 clusters Score -1.336302e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -13363028.000000 Penalty: 3754.628662
	Iteration 70Q: 3 clusters Score -1.336303e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 96021 members 
Entering Unmasked Estep 
Score: -13363021.000000 Penalty: 3754.628662
	Iteration 71Q: 3 clusters Score -1.336302e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -13363035.000000 Penalty: 3754.628662
	Iteration 72Q: 3 clusters Score -1.336304e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -13363078.000000 Penalty: 3754.628662
	Iteration 73Q: 3 clusters Score -1.336308e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -13363091.000000 Penalty: 3754.628662
	Iteration 74Q: 3 clusters Score -1.336309e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -13363075.000000 Penalty: 3754.628662
	Iteration 75Q: 3 clusters Score -1.336308e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -13363080.000000 Penalty: 3754.628662
	Iteration 76Q: 3 clusters Score -1.336308e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -13363073.000000 Penalty: 3754.628662
	Iteration 77Q: 3 clusters Score -1.336307e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -13363075.000000 Penalty: 3754.628662
	Iteration 78Q: 3 clusters Score -1.336308e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -13363082.000000 Penalty: 3754.628662
	Iteration 79Q: 3 clusters Score -1.336308e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 96621 members 
Entering Unmasked Estep 
Score: -13363078.000000 Penalty: 3754.628662
	Iteration 80F: 3 clusters Score -1.336308e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 96671 members 
Entering Unmasked Estep 
Score: -13363074.000000 Penalty: 3754.628662
	Iteration 81Q: 3 clusters Score -1.336307e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -13363101.000000 Penalty: 3754.628662
	Iteration 82Q: 3 clusters Score -1.33631e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -13363139.000000 Penalty: 3754.628662
	Iteration 83Q: 3 clusters Score -1.336314e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -13363131.000000 Penalty: 3754.628662
	Iteration 84Q: 3 clusters Score -1.336313e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -13363129.000000 Penalty: 3754.628662
	Iteration 85Q: 3 clusters Score -1.336313e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -13363157.000000 Penalty: 3754.628662
	Iteration 86Q: 3 clusters Score -1.336316e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -13363178.000000 Penalty: 3754.628662
	Iteration 87Q: 3 clusters Score -1.336318e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -13363179.000000 Penalty: 3754.628662
	Iteration 88Q: 3 clusters Score -1.336318e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -13363180.000000 Penalty: 3754.628662
	Iteration 89Q: 3 clusters Score -1.336318e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 97185 members 
Entering Unmasked Estep 
Score: -13363179.000000 Penalty: 3754.628662
	Iteration 90Q: 3 clusters Score -1.336318e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 97214 members 
Entering Unmasked Estep 
Score: -13363161.000000 Penalty: 3754.628662
	Iteration 91Q: 3 clusters Score -1.336316e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 97249 members 
Entering Unmasked Estep 
Score: -13363167.000000 Penalty: 3754.628662
	Iteration 92Q: 3 clusters Score -1.336317e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -13363166.000000 Penalty: 3754.628662
	Iteration 93Q: 3 clusters Score -1.336317e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -13363179.000000 Penalty: 3754.628662
	Iteration 94Q: 3 clusters Score -1.336318e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -13363186.000000 Penalty: 3754.628662
	Iteration 95Q: 3 clusters Score -1.336319e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -13363206.000000 Penalty: 3754.628662
	Iteration 96Q: 3 clusters Score -1.336321e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -13363194.000000 Penalty: 3754.628662
	Iteration 97Q: 3 clusters Score -1.336319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -13363188.000000 Penalty: 3754.628662
	Iteration 98Q: 3 clusters Score -1.336319e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -13363186.000000 Penalty: 3754.628662
	Iteration 99Q: 3 clusters Score -1.336319e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -13363185.000000 Penalty: 3754.628662
	Iteration 100F: 3 clusters Score -1.336318e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -13363181.000000 Penalty: 3754.628662
	Iteration 101Q: 3 clusters Score -1.336318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
Score: -13363178.000000 Penalty: 3754.628662
	Iteration 102Q: 3 clusters Score -1.336318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 97664 members 
Entering Unmasked Estep 
Score: -13363186.000000 Penalty: 3754.628662
	Iteration 103Q: 3 clusters Score -1.336319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -13363196.000000 Penalty: 3754.628662
	Iteration 104Q: 3 clusters Score -1.33632e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -13363174.000000 Penalty: 3754.628662
	Iteration 105Q: 3 clusters Score -1.336317e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 97759 members 
Entering Unmasked Estep 
Score: -13363191.000000 Penalty: 3754.628662
	Iteration 106Q: 3 clusters Score -1.336319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -13363199.000000 Penalty: 3754.628662
	Iteration 107Q: 3 clusters Score -1.33632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -13363206.000000 Penalty: 3754.628662
	Iteration 108Q: 3 clusters Score -1.336321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -13363185.000000 Penalty: 3754.628662
	Iteration 109Q: 3 clusters Score -1.336318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -13363175.000000 Penalty: 3754.628662
	Iteration 110Q: 3 clusters Score -1.336318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 97847 members 
Entering Unmasked Estep 
Score: -13363189.000000 Penalty: 3754.628662
	Iteration 111Q: 3 clusters Score -1.336319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -13363196.000000 Penalty: 3754.628662
	Iteration 112Q: 3 clusters Score -1.33632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -13363195.000000 Penalty: 3754.628662
	Iteration 113Q: 3 clusters Score -1.33632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -13363190.000000 Penalty: 3754.628662
	Iteration 114Q: 3 clusters Score -1.336319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 97895 members 
Entering Unmasked Estep 
Score: -13363211.000000 Penalty: 3754.628662
	Iteration 115Q: 3 clusters Score -1.336321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 97910 members 
Entering Unmasked Estep 
Score: -13363217.000000 Penalty: 3754.628662
	Iteration 116Q: 3 clusters Score -1.336322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 97930 members 
Entering Unmasked Estep 
Score: -13363225.000000 Penalty: 3754.628662
	Iteration 117Q: 3 clusters Score -1.336322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -13363230.000000 Penalty: 3754.628662
	Iteration 118Q: 3 clusters Score -1.336323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 97955 members 
Entering Unmasked Estep 
Score: -13363237.000000 Penalty: 3754.628662
	Iteration 119Q: 3 clusters Score -1.336324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -13363242.000000 Penalty: 3754.628662
	Iteration 120F: 3 clusters Score -1.336324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 97968 members 
Entering Unmasked Estep 
Score: -13363243.000000 Penalty: 3754.628662
	Iteration 121Q: 3 clusters Score -1.336324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -13363243.000000 Penalty: 3754.628662
	Iteration 122Q: 3 clusters Score -1.336324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -13363241.000000 Penalty: 3754.628662
	Iteration 123Q: 3 clusters Score -1.336324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -13363242.000000 Penalty: 3754.628662
	Iteration 124Q: 3 clusters Score -1.336324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 97983 members 
Entering Unmasked Estep 
Score: -13363247.000000 Penalty: 3754.628662
	Iteration 125Q: 3 clusters Score -1.336325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 97987 members 
Entering Unmasked Estep 
Score: -13363235.000000 Penalty: 3754.628662
	Iteration 126Q: 3 clusters Score -1.336324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -13363238.000000 Penalty: 3754.628662
	Iteration 127Q: 3 clusters Score -1.336324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 97992 members 
Entering Unmasked Estep 
Score: -13363237.000000 Penalty: 3754.628662
	Iteration 128Q: 3 clusters Score -1.336324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 97993 members 
Entering Unmasked Estep 
Score: -13363237.000000 Penalty: 3754.628662
	Iteration 129Q: 3 clusters Score -1.336324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 97995 members 
Entering Unmasked Estep 
Score: -13363239.000000 Penalty: 3754.628662
	Iteration 130Q: 3 clusters Score -1.336324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -13363238.000000 Penalty: 3754.628662
	Iteration 131Q: 3 clusters Score -1.336324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -13363239.000000 Penalty: 3754.628662
	Iteration 132Q: 3 clusters Score -1.336324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -13363225.000000 Penalty: 3754.628662
	Iteration 133Q: 3 clusters Score -1.336322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -13363225.000000 Penalty: 3754.628662
	Iteration 134F: 3 clusters Score -1.336322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 21114 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 4 contains 97999 members 
Mstep: Class 5 contains 78755 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92469 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34549 members 
Mstep: Class 11 contains 9921 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 97976 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 19683 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
Score: -69533208.000000 Penalty: 47263.542969
Splitting cluster 14 changes total score from -69533536.000000 to -69533208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30122.404297 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30122.4 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 129 members 
Entering Unmasked Estep 
Score: -29325.896484 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29325.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29458.466797 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29458.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29491.369141 Penalty: 1835.916626
	Iteration 2Q: 3 clusters Score -29491.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29524.152344 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -29524.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29549.564453 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29549.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29569.931641 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29569.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29569.931641 Penalty: 1835.916626
	Iteration 6F: 3 clusters Score -29569.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -18816.548828 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -18816.55 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 146 members 
Entering Unmasked Estep 
Score: -18160.328125 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -18160.33 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18646.460938 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -18646.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18857.548828 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -18857.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18981.240234 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -18981.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19126.607422 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -19126.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19137.853516 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -19137.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19160.906250 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -19160.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19178.060547 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -19178.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19190.119141 Penalty: 1840.462158
	Iteration 8F: 3 clusters Score -19190.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19233.642578 Penalty: 1840.462158
	Iteration 9Q: 3 clusters Score -19233.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19321.492188 Penalty: 1840.462158
	Iteration 10Q: 3 clusters Score -19321.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19328.966797 Penalty: 1840.462158
	Iteration 11Q: 3 clusters Score -19328.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19340.109375 Penalty: 1840.462158
	Iteration 12Q: 3 clusters Score -19340.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19340.109375 Penalty: 1840.462158
	Iteration 13F: 3 clusters Score -19340.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 21114 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 4 contains 153 members 
Mstep: Class 5 contains 78755 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92469 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34549 members 
Mstep: Class 11 contains 9921 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 97976 members 
Mstep: Class 14 contains 104058 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 19683 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
Score: -69532912.000000 Penalty: 47263.542969
Splitting cluster 16 changes total score from -69533536.000000 to -69532912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -31579.572266 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -31579.57 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 173 members 
Entering Unmasked Estep 
Score: -30696.779297 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -30696.78 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30907.544922 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -30907.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30990.517578 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -30990.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31078.656250 Penalty: 1889.592529
	Iteration 3F: 3 clusters Score -31078.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -31119.021484 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -31119.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31155.695312 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -31155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31161.595703 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -31161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31163.052734 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -31163.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31163.052734 Penalty: 1889.592529
	Iteration 8F: 3 clusters Score -31163.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -505185.687500 Penalty: 1352.270508
	Iteration 0F: 2 clusters Score -505185.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -501779.000000 Penalty: 2704.541016
	Iteration 0F: 3 clusters Score -501779 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -502630.968750 Penalty: 2704.541016
	Iteration 1F: 3 clusters Score -502631 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -502770.937500 Penalty: 2704.541016
	Iteration 2F: 3 clusters Score -502770.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -502876.125000 Penalty: 2704.541016
	Iteration 3Q: 3 clusters Score -502876.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -502985.125000 Penalty: 2704.541016
	Iteration 4Q: 3 clusters Score -502985.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -503077.531250 Penalty: 2704.541016
	Iteration 5Q: 3 clusters Score -503077.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -503147.531250 Penalty: 2704.541016
	Iteration 6Q: 3 clusters Score -503147.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -503197.750000 Penalty: 2704.541016
	Iteration 7Q: 3 clusters Score -503197.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -503246.875000 Penalty: 2704.541016
	Iteration 8Q: 3 clusters Score -503246.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -503297.843750 Penalty: 2704.541016
	Iteration 9Q: 3 clusters Score -503297.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -503353.531250 Penalty: 2704.541016
	Iteration 10Q: 3 clusters Score -503353.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -503402.156250 Penalty: 2704.541016
	Iteration 11Q: 3 clusters Score -503402.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -503443.062500 Penalty: 2704.541016
	Iteration 12Q: 3 clusters Score -503443.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -503486.093750 Penalty: 2704.541016
	Iteration 13Q: 3 clusters Score -503486.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -503513.843750 Penalty: 2704.541016
	Iteration 14Q: 3 clusters Score -503513.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -503536.812500 Penalty: 2704.541016
	Iteration 15Q: 3 clusters Score -503536.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -503553.093750 Penalty: 2704.541016
	Iteration 16Q: 3 clusters Score -503553.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -503573.062500 Penalty: 2704.541016
	Iteration 17Q: 3 clusters Score -503573.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -503587.000000 Penalty: 2704.541016
	Iteration 18Q: 3 clusters Score -503587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -503603.750000 Penalty: 2704.541016
	Iteration 19Q: 3 clusters Score -503603.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -503621.250000 Penalty: 2704.541016
	Iteration 20F: 3 clusters Score -503621.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -503644.718750 Penalty: 2704.541016
	Iteration 21Q: 3 clusters Score -503644.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -503669.656250 Penalty: 2704.541016
	Iteration 22Q: 3 clusters Score -503669.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -503695.187500 Penalty: 2704.541016
	Iteration 23Q: 3 clusters Score -503695.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -503719.687500 Penalty: 2704.541016
	Iteration 24Q: 3 clusters Score -503719.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -503738.156250 Penalty: 2704.541016
	Iteration 25Q: 3 clusters Score -503738.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -503757.531250 Penalty: 2704.541016
	Iteration 26Q: 3 clusters Score -503757.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -503774.031250 Penalty: 2704.541016
	Iteration 27Q: 3 clusters Score -503774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -503790.281250 Penalty: 2704.541016
	Iteration 28Q: 3 clusters Score -503790.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -503804.750000 Penalty: 2704.541016
	Iteration 29Q: 3 clusters Score -503804.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -503813.656250 Penalty: 2704.541016
	Iteration 30Q: 3 clusters Score -503813.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -503829.937500 Penalty: 2704.541016
	Iteration 31Q: 3 clusters Score -503829.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -503846.781250 Penalty: 2704.541016
	Iteration 32Q: 3 clusters Score -503846.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -503860.781250 Penalty: 2704.541016
	Iteration 33Q: 3 clusters Score -503860.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -503872.437500 Penalty: 2704.541016
	Iteration 34Q: 3 clusters Score -503872.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -503879.468750 Penalty: 2704.541016
	Iteration 35Q: 3 clusters Score -503879.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -503884.906250 Penalty: 2704.541016
	Iteration 36Q: 3 clusters Score -503884.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -503892.968750 Penalty: 2704.541016
	Iteration 37Q: 3 clusters Score -503893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -503899.781250 Penalty: 2704.541016
	Iteration 38Q: 3 clusters Score -503899.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -503904.375000 Penalty: 2704.541016
	Iteration 39Q: 3 clusters Score -503904.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -503910.812500 Penalty: 2704.541016
	Iteration 40F: 3 clusters Score -503910.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -503918.812500 Penalty: 2704.541016
	Iteration 41Q: 3 clusters Score -503918.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -503924.625000 Penalty: 2704.541016
	Iteration 42Q: 3 clusters Score -503924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -503928.968750 Penalty: 2704.541016
	Iteration 43Q: 3 clusters Score -503929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -503934.187500 Penalty: 2704.541016
	Iteration 44Q: 3 clusters Score -503934.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -503940.375000 Penalty: 2704.541016
	Iteration 45Q: 3 clusters Score -503940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -503944.906250 Penalty: 2704.541016
	Iteration 46Q: 3 clusters Score -503944.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -503947.625000 Penalty: 2704.541016
	Iteration 47Q: 3 clusters Score -503947.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -503952.875000 Penalty: 2704.541016
	Iteration 48Q: 3 clusters Score -503952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -503958.218750 Penalty: 2704.541016
	Iteration 49Q: 3 clusters Score -503958.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -503962.500000 Penalty: 2704.541016
	Iteration 50Q: 3 clusters Score -503962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -503967.093750 Penalty: 2704.541016
	Iteration 51Q: 3 clusters Score -503967.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -503975.187500 Penalty: 2704.541016
	Iteration 52Q: 3 clusters Score -503975.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -503982.468750 Penalty: 2704.541016
	Iteration 53Q: 3 clusters Score -503982.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -503990.156250 Penalty: 2704.541016
	Iteration 54Q: 3 clusters Score -503990.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -503994.031250 Penalty: 2704.541016
	Iteration 55Q: 3 clusters Score -503994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -503999.906250 Penalty: 2704.541016
	Iteration 56Q: 3 clusters Score -503999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -504004.343750 Penalty: 2704.541016
	Iteration 57Q: 3 clusters Score -504004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -504006.437500 Penalty: 2704.541016
	Iteration 58Q: 3 clusters Score -504006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -504008.312500 Penalty: 2704.541016
	Iteration 59Q: 3 clusters Score -504008.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -504010.000000 Penalty: 2704.541016
	Iteration 60F: 3 clusters Score -504010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -504011.000000 Penalty: 2704.541016
	Iteration 61Q: 3 clusters Score -504011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -504010.968750 Penalty: 2704.541016
	Iteration 62Q: 3 clusters Score -504011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -504010.968750 Penalty: 2704.541016
	Iteration 63F: 3 clusters Score -504011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Entering Unmasked Estep 
Score: -1882906.250000 Penalty: 1557.137939
	Iteration 0F: 2 clusters Score -1882906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1872847.125000 Penalty: 3114.275879
	Iteration 0F: 3 clusters Score -1872847 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1876302.750000 Penalty: 3114.275879
	Iteration 1F: 3 clusters Score -1876303 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1876596.500000 Penalty: 3114.275879
	Iteration 2F: 3 clusters Score -1876596 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1876914.750000 Penalty: 3114.275879
	Iteration 3Q: 3 clusters Score -1876915 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1877347.000000 Penalty: 3114.275879
	Iteration 4F: 3 clusters Score -1877347 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1877820.500000 Penalty: 3114.275879
	Iteration 5F: 3 clusters Score -1877820 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1878416.875000 Penalty: 3114.275879
	Iteration 6F: 3 clusters Score -1878417 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1879021.500000 Penalty: 3114.275879
	Iteration 7F: 3 clusters Score -1879022 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1879567.000000 Penalty: 3114.275879
	Iteration 8F: 3 clusters Score -1879567 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1879916.250000 Penalty: 3114.275879
	Iteration 9Q: 3 clusters Score -1879916 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1880111.375000 Penalty: 3114.275879
	Iteration 10Q: 3 clusters Score -1880111 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1880221.125000 Penalty: 3114.275879
	Iteration 11Q: 3 clusters Score -1880221 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1880280.375000 Penalty: 3114.275879
	Iteration 12Q: 3 clusters Score -1880280 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1880319.625000 Penalty: 3114.275879
	Iteration 13Q: 3 clusters Score -1880320 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1880364.125000 Penalty: 3114.275879
	Iteration 14Q: 3 clusters Score -1880364 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1880414.875000 Penalty: 3114.275879
	Iteration 15Q: 3 clusters Score -1880415 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1880456.875000 Penalty: 3114.275879
	Iteration 16Q: 3 clusters Score -1880457 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1880506.375000 Penalty: 3114.275879
	Iteration 17Q: 3 clusters Score -1880506 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1880545.375000 Penalty: 3114.275879
	Iteration 18Q: 3 clusters Score -1880545 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1880579.875000 Penalty: 3114.275879
	Iteration 19Q: 3 clusters Score -1880580 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1880616.250000 Penalty: 3114.275879
	Iteration 20F: 3 clusters Score -1880616 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1880660.375000 Penalty: 3114.275879
	Iteration 21Q: 3 clusters Score -1880660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1880699.250000 Penalty: 3114.275879
	Iteration 22Q: 3 clusters Score -1880699 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1880735.875000 Penalty: 3114.275879
	Iteration 23Q: 3 clusters Score -1880736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1880778.250000 Penalty: 3114.275879
	Iteration 24Q: 3 clusters Score -1880778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1880810.250000 Penalty: 3114.275879
	Iteration 25Q: 3 clusters Score -1880810 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1880842.500000 Penalty: 3114.275879
	Iteration 26Q: 3 clusters Score -1880842 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1880864.500000 Penalty: 3114.275879
	Iteration 27Q: 3 clusters Score -1880864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1880887.625000 Penalty: 3114.275879
	Iteration 28Q: 3 clusters Score -1880888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1880897.875000 Penalty: 3114.275879
	Iteration 29Q: 3 clusters Score -1880898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1880922.625000 Penalty: 3114.275879
	Iteration 30Q: 3 clusters Score -1880923 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1880936.250000 Penalty: 3114.275879
	Iteration 31Q: 3 clusters Score -1880936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1880955.875000 Penalty: 3114.275879
	Iteration 32Q: 3 clusters Score -1880956 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1880972.500000 Penalty: 3114.275879
	Iteration 33Q: 3 clusters Score -1880972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1880988.000000 Penalty: 3114.275879
	Iteration 34Q: 3 clusters Score -1880988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1881002.500000 Penalty: 3114.275879
	Iteration 35Q: 3 clusters Score -1881002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1881021.000000 Penalty: 3114.275879
	Iteration 36Q: 3 clusters Score -1881021 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1881049.000000 Penalty: 3114.275879
	Iteration 37Q: 3 clusters Score -1881049 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1881079.125000 Penalty: 3114.275879
	Iteration 38Q: 3 clusters Score -1881079 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1881105.000000 Penalty: 3114.275879
	Iteration 39Q: 3 clusters Score -1881105 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1881127.000000 Penalty: 3114.275879
	Iteration 40F: 3 clusters Score -1881127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1881141.500000 Penalty: 3114.275879
	Iteration 41Q: 3 clusters Score -1881142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1881154.250000 Penalty: 3114.275879
	Iteration 42Q: 3 clusters Score -1881154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1881172.000000 Penalty: 3114.275879
	Iteration 43Q: 3 clusters Score -1881172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1881181.500000 Penalty: 3114.275879
	Iteration 44Q: 3 clusters Score -1881182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1881190.125000 Penalty: 3114.275879
	Iteration 45Q: 3 clusters Score -1881190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1881209.000000 Penalty: 3114.275879
	Iteration 46Q: 3 clusters Score -1881209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1881228.125000 Penalty: 3114.275879
	Iteration 47Q: 3 clusters Score -1881228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1881247.000000 Penalty: 3114.275879
	Iteration 48Q: 3 clusters Score -1881247 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1881267.000000 Penalty: 3114.275879
	Iteration 49Q: 3 clusters Score -1881267 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1881288.750000 Penalty: 3114.275879
	Iteration 50Q: 3 clusters Score -1881289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1881303.125000 Penalty: 3114.275879
	Iteration 51Q: 3 clusters Score -1881303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1881316.375000 Penalty: 3114.275879
	Iteration 52Q: 3 clusters Score -1881316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1881333.125000 Penalty: 3114.275879
	Iteration 53Q: 3 clusters Score -1881333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1881335.750000 Penalty: 3114.275879
	Iteration 54Q: 3 clusters Score -1881336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1881350.750000 Penalty: 3114.275879
	Iteration 55Q: 3 clusters Score -1881351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1881358.125000 Penalty: 3114.275879
	Iteration 56Q: 3 clusters Score -1881358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1881367.750000 Penalty: 3114.275879
	Iteration 57Q: 3 clusters Score -1881368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1881374.500000 Penalty: 3114.275879
	Iteration 58Q: 3 clusters Score -1881374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1881382.375000 Penalty: 3114.275879
	Iteration 59Q: 3 clusters Score -1881382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1881390.625000 Penalty: 3114.275879
	Iteration 60F: 3 clusters Score -1881391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1881396.125000 Penalty: 3114.275879
	Iteration 61Q: 3 clusters Score -1881396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1881401.000000 Penalty: 3114.275879
	Iteration 62Q: 3 clusters Score -1881401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1881407.750000 Penalty: 3114.275879
	Iteration 63Q: 3 clusters Score -1881408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1881415.000000 Penalty: 3114.275879
	Iteration 64Q: 3 clusters Score -1881415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1881421.250000 Penalty: 3114.275879
	Iteration 65Q: 3 clusters Score -1881421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1881428.625000 Penalty: 3114.275879
	Iteration 66Q: 3 clusters Score -1881429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1881431.875000 Penalty: 3114.275879
	Iteration 67Q: 3 clusters Score -1881432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1881437.250000 Penalty: 3114.275879
	Iteration 68Q: 3 clusters Score -1881437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1881434.875000 Penalty: 3114.275879
	Iteration 69Q: 3 clusters Score -1881435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1881439.375000 Penalty: 3114.275879
	Iteration 70Q: 3 clusters Score -1881439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1881445.250000 Penalty: 3114.275879
	Iteration 71Q: 3 clusters Score -1881445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1881454.000000 Penalty: 3114.275879
	Iteration 72Q: 3 clusters Score -1881454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1881455.500000 Penalty: 3114.275879
	Iteration 73Q: 3 clusters Score -1881456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1881462.875000 Penalty: 3114.275879
	Iteration 74Q: 3 clusters Score -1881463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1881467.750000 Penalty: 3114.275879
	Iteration 75Q: 3 clusters Score -1881468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1881470.500000 Penalty: 3114.275879
	Iteration 76Q: 3 clusters Score -1881470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1881475.500000 Penalty: 3114.275879
	Iteration 77Q: 3 clusters Score -1881476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1881482.625000 Penalty: 3114.275879
	Iteration 78Q: 3 clusters Score -1881483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1881487.125000 Penalty: 3114.275879
	Iteration 79Q: 3 clusters Score -1881487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1881491.000000 Penalty: 3114.275879
	Iteration 80F: 3 clusters Score -1881491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1881490.625000 Penalty: 3114.275879
	Iteration 81Q: 3 clusters Score -1881491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1881490.750000 Penalty: 3114.275879
	Iteration 82Q: 3 clusters Score -1881491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1881496.625000 Penalty: 3114.275879
	Iteration 83Q: 3 clusters Score -1881497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1881496.625000 Penalty: 3114.275879
	Iteration 84Q: 3 clusters Score -1881497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1881499.500000 Penalty: 3114.275879
	Iteration 85Q: 3 clusters Score -1881500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1881502.625000 Penalty: 3114.275879
	Iteration 86Q: 3 clusters Score -1881503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1881505.750000 Penalty: 3114.275879
	Iteration 87Q: 3 clusters Score -1881506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1881504.625000 Penalty: 3114.275879
	Iteration 88Q: 3 clusters Score -1881505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1881504.625000 Penalty: 3114.275879
	Iteration 89Q: 3 clusters Score -1881505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1881505.125000 Penalty: 3114.275879
	Iteration 90Q: 3 clusters Score -1881505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1881507.750000 Penalty: 3114.275879
	Iteration 91Q: 3 clusters Score -1881508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1881505.125000 Penalty: 3114.275879
	Iteration 92Q: 3 clusters Score -1881505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1881505.125000 Penalty: 3114.275879
	Iteration 93F: 3 clusters Score -1881505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Entering Unmasked Estep 
Score: -2532931.500000 Penalty: 1606.720459
	Iteration 0F: 2 clusters Score -2532932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2519502.500000 Penalty: 3213.440918
	Iteration 0F: 3 clusters Score -2519502 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2524312.500000 Penalty: 3213.440918
	Iteration 1F: 3 clusters Score -2524312 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2524618.000000 Penalty: 3213.440918
	Iteration 2Q: 3 clusters Score -2524618 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2524930.750000 Penalty: 3213.440918
	Iteration 3Q: 3 clusters Score -2524931 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2525290.750000 Penalty: 3213.440918
	Iteration 4Q: 3 clusters Score -2525291 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2525776.500000 Penalty: 3213.440918
	Iteration 5Q: 3 clusters Score -2525776 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2526484.250000 Penalty: 3213.440918
	Iteration 6F: 3 clusters Score -2526484 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2527409.500000 Penalty: 3213.440918
	Iteration 7F: 3 clusters Score -2527410 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2528554.750000 Penalty: 3213.440918
	Iteration 8F: 3 clusters Score -2528555 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2529679.750000 Penalty: 3213.440918
	Iteration 9F: 3 clusters Score -2529680 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2530484.750000 Penalty: 3213.440918
	Iteration 10Q: 3 clusters Score -2530485 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2530972.000000 Penalty: 3213.440918
	Iteration 11Q: 3 clusters Score -2530972 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2531220.500000 Penalty: 3213.440918
	Iteration 12Q: 3 clusters Score -2531220 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2531333.250000 Penalty: 3213.440918
	Iteration 13Q: 3 clusters Score -2531333 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2531391.000000 Penalty: 3213.440918
	Iteration 14Q: 3 clusters Score -2531391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2531426.250000 Penalty: 3213.440918
	Iteration 15Q: 3 clusters Score -2531426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2531449.000000 Penalty: 3213.440918
	Iteration 16Q: 3 clusters Score -2531449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2531471.000000 Penalty: 3213.440918
	Iteration 17Q: 3 clusters Score -2531471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2531483.750000 Penalty: 3213.440918
	Iteration 18Q: 3 clusters Score -2531484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2531498.000000 Penalty: 3213.440918
	Iteration 19Q: 3 clusters Score -2531498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2531511.250000 Penalty: 3213.440918
	Iteration 20F: 3 clusters Score -2531511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2531523.500000 Penalty: 3213.440918
	Iteration 21Q: 3 clusters Score -2531524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2531542.250000 Penalty: 3213.440918
	Iteration 22Q: 3 clusters Score -2531542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2531556.000000 Penalty: 3213.440918
	Iteration 23Q: 3 clusters Score -2531556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2531569.500000 Penalty: 3213.440918
	Iteration 24Q: 3 clusters Score -2531570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2531570.500000 Penalty: 3213.440918
	Iteration 25Q: 3 clusters Score -2531570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2531580.500000 Penalty: 3213.440918
	Iteration 26Q: 3 clusters Score -2531580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2531590.000000 Penalty: 3213.440918
	Iteration 27Q: 3 clusters Score -2531590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2531593.000000 Penalty: 3213.440918
	Iteration 28Q: 3 clusters Score -2531593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2531603.500000 Penalty: 3213.440918
	Iteration 29Q: 3 clusters Score -2531604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2531604.000000 Penalty: 3213.440918
	Iteration 30Q: 3 clusters Score -2531604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2531605.250000 Penalty: 3213.440918
	Iteration 31Q: 3 clusters Score -2531605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2531607.000000 Penalty: 3213.440918
	Iteration 32Q: 3 clusters Score -2531607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2531607.500000 Penalty: 3213.440918
	Iteration 33Q: 3 clusters Score -2531608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2531614.250000 Penalty: 3213.440918
	Iteration 34Q: 3 clusters Score -2531614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2531618.000000 Penalty: 3213.440918
	Iteration 35Q: 3 clusters Score -2531618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2531621.000000 Penalty: 3213.440918
	Iteration 36Q: 3 clusters Score -2531621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2531625.750000 Penalty: 3213.440918
	Iteration 37Q: 3 clusters Score -2531626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2531627.500000 Penalty: 3213.440918
	Iteration 38Q: 3 clusters Score -2531628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2531630.500000 Penalty: 3213.440918
	Iteration 39Q: 3 clusters Score -2531630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2531645.000000 Penalty: 3213.440918
	Iteration 40F: 3 clusters Score -2531645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2531657.250000 Penalty: 3213.440918
	Iteration 41Q: 3 clusters Score -2531657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2531660.750000 Penalty: 3213.440918
	Iteration 42Q: 3 clusters Score -2531661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2531672.750000 Penalty: 3213.440918
	Iteration 43Q: 3 clusters Score -2531673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2531668.000000 Penalty: 3213.440918
	Iteration 44Q: 3 clusters Score -2531668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2531674.250000 Penalty: 3213.440918
	Iteration 45Q: 3 clusters Score -2531674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2531676.750000 Penalty: 3213.440918
	Iteration 46Q: 3 clusters Score -2531677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2531683.750000 Penalty: 3213.440918
	Iteration 47Q: 3 clusters Score -2531684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2531683.500000 Penalty: 3213.440918
	Iteration 48Q: 3 clusters Score -2531684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2531688.750000 Penalty: 3213.440918
	Iteration 49Q: 3 clusters Score -2531689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2531690.750000 Penalty: 3213.440918
	Iteration 50Q: 3 clusters Score -2531691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2531694.250000 Penalty: 3213.440918
	Iteration 51Q: 3 clusters Score -2531694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2531696.000000 Penalty: 3213.440918
	Iteration 52Q: 3 clusters Score -2531696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2531693.500000 Penalty: 3213.440918
	Iteration 53Q: 3 clusters Score -2531694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2531693.500000 Penalty: 3213.440918
	Iteration 54Q: 3 clusters Score -2531694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2531690.500000 Penalty: 3213.440918
	Iteration 55Q: 3 clusters Score -2531690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2531689.750000 Penalty: 3213.440918
	Iteration 56Q: 3 clusters Score -2531690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2531693.250000 Penalty: 3213.440918
	Iteration 57Q: 3 clusters Score -2531693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2531693.000000 Penalty: 3213.440918
	Iteration 58Q: 3 clusters Score -2531693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2531695.000000 Penalty: 3213.440918
	Iteration 59Q: 3 clusters Score -2531695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2531696.000000 Penalty: 3213.440918
	Iteration 60F: 3 clusters Score -2531696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2531697.500000 Penalty: 3213.440918
	Iteration 61Q: 3 clusters Score -2531698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2531699.000000 Penalty: 3213.440918
	Iteration 62Q: 3 clusters Score -2531699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2531699.250000 Penalty: 3213.440918
	Iteration 63Q: 3 clusters Score -2531699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2531702.000000 Penalty: 3213.440918
	Iteration 64Q: 3 clusters Score -2531702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2531701.750000 Penalty: 3213.440918
	Iteration 65Q: 3 clusters Score -2531702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2531701.000000 Penalty: 3213.440918
	Iteration 66Q: 3 clusters Score -2531701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2531699.000000 Penalty: 3213.440918
	Iteration 67Q: 3 clusters Score -2531699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2531705.000000 Penalty: 3213.440918
	Iteration 68Q: 3 clusters Score -2531705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2531704.750000 Penalty: 3213.440918
	Iteration 69Q: 3 clusters Score -2531705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2531708.500000 Penalty: 3213.440918
	Iteration 70Q: 3 clusters Score -2531708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2531709.500000 Penalty: 3213.440918
	Iteration 71Q: 3 clusters Score -2531710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2531709.500000 Penalty: 3213.440918
	Iteration 72F: 3 clusters Score -2531710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -114622.375000 Penalty: 1117.057251
	Iteration 0F: 2 clusters Score -114622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113216.054688 Penalty: 2234.114502
	Iteration 0F: 3 clusters Score -113216.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113461.312500 Penalty: 2234.114502
	Iteration 1F: 3 clusters Score -113461.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113513.726562 Penalty: 2234.114502
	Iteration 2F: 3 clusters Score -113513.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -113549.773438 Penalty: 2234.114502
	Iteration 3Q: 3 clusters Score -113549.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -113596.164062 Penalty: 2234.114502
	Iteration 4Q: 3 clusters Score -113596.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113655.390625 Penalty: 2234.114502
	Iteration 5Q: 3 clusters Score -113655.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -113712.625000 Penalty: 2234.114502
	Iteration 6Q: 3 clusters Score -113712.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -113764.828125 Penalty: 2234.114502
	Iteration 7Q: 3 clusters Score -113764.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -113787.835938 Penalty: 2234.114502
	Iteration 8Q: 3 clusters Score -113787.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -113809.898438 Penalty: 2234.114502
	Iteration 9Q: 3 clusters Score -113809.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -113832.539062 Penalty: 2234.114502
	Iteration 10Q: 3 clusters Score -113832.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -113846.343750 Penalty: 2234.114502
	Iteration 11Q: 3 clusters Score -113846.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -113860.484375 Penalty: 2234.114502
	Iteration 12Q: 3 clusters Score -113860.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -113872.875000 Penalty: 2234.114502
	Iteration 13Q: 3 clusters Score -113872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113882.375000 Penalty: 2234.114502
	Iteration 14Q: 3 clusters Score -113882.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113889.164062 Penalty: 2234.114502
	Iteration 15Q: 3 clusters Score -113889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -113890.375000 Penalty: 2234.114502
	Iteration 16Q: 3 clusters Score -113890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -113899.031250 Penalty: 2234.114502
	Iteration 17Q: 3 clusters Score -113899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -113904.710938 Penalty: 2234.114502
	Iteration 18Q: 3 clusters Score -113904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113908.390625 Penalty: 2234.114502
	Iteration 19Q: 3 clusters Score -113908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113911.312500 Penalty: 2234.114502
	Iteration 20F: 3 clusters Score -113911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -113921.257812 Penalty: 2234.114502
	Iteration 21Q: 3 clusters Score -113921.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -113931.398438 Penalty: 2234.114502
	Iteration 22Q: 3 clusters Score -113931.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -113938.976562 Penalty: 2234.114502
	Iteration 23Q: 3 clusters Score -113939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -113944.375000 Penalty: 2234.114502
	Iteration 24Q: 3 clusters Score -113944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -113948.093750 Penalty: 2234.114502
	Iteration 25Q: 3 clusters Score -113948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -113948.093750 Penalty: 2234.114502
	Iteration 26F: 3 clusters Score -113948.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -18882.175781 Penalty: 864.989136
	Iteration 0F: 2 clusters Score -18882.18 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 99 members 
Entering Unmasked Estep 
Score: -18221.925781 Penalty: 1729.978271
	Iteration 0F: 3 clusters Score -18221.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18322.484375 Penalty: 1729.978271
	Iteration 1F: 3 clusters Score -18322.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18453.203125 Penalty: 1729.978271
	Iteration 2F: 3 clusters Score -18453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18575.060547 Penalty: 1729.978271
	Iteration 3Q: 3 clusters Score -18575.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18631.609375 Penalty: 1729.978271
	Iteration 4Q: 3 clusters Score -18631.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18638.226562 Penalty: 1729.978271
	Iteration 5Q: 3 clusters Score -18638.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18638.226562 Penalty: 1729.978271
	Iteration 6F: 3 clusters Score -18638.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 21114 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 5 contains 78755 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92469 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34549 members 
Mstep: Class 11 contains 9921 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 97976 members 
Mstep: Class 14 contains 104058 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 19683 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533624.000000 Penalty: 45115.199219
Iteration 199Q: 22 clusters Score -6.953362e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 21125 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 5 contains 78843 members 
Mstep: Class 6 contains 9873 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92481 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34396 members 
Mstep: Class 11 contains 9921 members 
Mstep: Class 12 contains 7661 members 
Mstep: Class 13 contains 98005 members 
Mstep: Class 14 contains 104070 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 14541 members 
Mstep: Class 20 contains 19692 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533688.000000 Penalty: 45115.199219
Iteration 200F: 22 clusters Score -6.953369e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 21139 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 5 contains 78931 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92497 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34253 members 
Mstep: Class 11 contains 9915 members 
Mstep: Class 12 contains 7661 members 
Mstep: Class 13 contains 98038 members 
Mstep: Class 14 contains 104083 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4105 members 
Mstep: Class 19 contains 14560 members 
Mstep: Class 20 contains 19694 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533592.000000 Penalty: 45115.199219
Iteration 201Q: 22 clusters Score -6.953359e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 21159 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 78990 members 
Mstep: Class 6 contains 9853 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92521 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34128 members 
Mstep: Class 11 contains 9910 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 98079 members 
Mstep: Class 14 contains 104096 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 14576 members 
Mstep: Class 20 contains 19685 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533552.000000 Penalty: 45115.199219
Iteration 202Q: 22 clusters Score -6.953355e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 21177 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 79060 members 
Mstep: Class 6 contains 9844 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92539 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34019 members 
Mstep: Class 11 contains 9908 members 
Mstep: Class 12 contains 7660 members 
Mstep: Class 13 contains 98102 members 
Mstep: Class 14 contains 104105 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 14585 members 
Mstep: Class 20 contains 19692 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533632.000000 Penalty: 45115.199219
Iteration 203Q: 22 clusters Score -6.953363e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 21187 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 79116 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92579 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33911 members 
Mstep: Class 11 contains 9902 members 
Mstep: Class 12 contains 7661 members 
Mstep: Class 13 contains 98134 members 
Mstep: Class 14 contains 104115 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4098 members 
Mstep: Class 19 contains 14589 members 
Mstep: Class 20 contains 19697 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533512.000000 Penalty: 45115.199219
Iteration 204Q: 22 clusters Score -6.953351e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 21193 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 79159 members 
Mstep: Class 6 contains 9827 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92608 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33815 members 
Mstep: Class 11 contains 9902 members 
Mstep: Class 12 contains 7660 members 
Mstep: Class 13 contains 98169 members 
Mstep: Class 14 contains 104132 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4090 members 
Mstep: Class 19 contains 14596 members 
Mstep: Class 20 contains 19713 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533616.000000 Penalty: 45115.199219
Iteration 205Q: 22 clusters Score -6.953362e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 21196 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 5 contains 79209 members 
Mstep: Class 6 contains 9819 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92638 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33722 members 
Mstep: Class 11 contains 9901 members 
Mstep: Class 12 contains 7659 members 
Mstep: Class 13 contains 98201 members 
Mstep: Class 14 contains 104152 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4087 members 
Mstep: Class 19 contains 14602 members 
Mstep: Class 20 contains 19713 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533600.000000 Penalty: 45115.199219
Iteration 206Q: 22 clusters Score -6.95336e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 21200 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 9812 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92672 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33627 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 7658 members 
Mstep: Class 13 contains 98212 members 
Mstep: Class 14 contains 104166 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 20 contains 19727 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533608.000000 Penalty: 45115.199219
Iteration 207Q: 22 clusters Score -6.953361e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 21197 members 
Mstep: Class 3 contains 3041 members 
Mstep: Class 5 contains 79326 members 
Mstep: Class 6 contains 9805 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92716 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33534 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 7656 members 
Mstep: Class 13 contains 98223 members 
Mstep: Class 14 contains 104173 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4087 members 
Mstep: Class 19 contains 14615 members 
Mstep: Class 20 contains 19739 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533640.000000 Penalty: 45115.199219
Iteration 208Q: 22 clusters Score -6.953364e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 21201 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 5 contains 79390 members 
Mstep: Class 6 contains 9798 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92774 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33439 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 7653 members 
Mstep: Class 13 contains 98211 members 
Mstep: Class 14 contains 104177 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4090 members 
Mstep: Class 19 contains 14632 members 
Mstep: Class 20 contains 19748 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533760.000000 Penalty: 45115.199219
Iteration 209Q: 22 clusters Score -6.953376e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 21211 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 5 contains 79426 members 
Mstep: Class 6 contains 9789 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92828 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33356 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 7649 members 
Mstep: Class 13 contains 98224 members 
Mstep: Class 14 contains 104179 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4089 members 
Mstep: Class 19 contains 14643 members 
Mstep: Class 20 contains 19765 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533752.000000 Penalty: 45115.199219
Iteration 210Q: 22 clusters Score -6.953375e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 21220 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 5 contains 79465 members 
Mstep: Class 6 contains 9780 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92859 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33280 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 7647 members 
Mstep: Class 13 contains 98236 members 
Mstep: Class 14 contains 104181 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 14652 members 
Mstep: Class 20 contains 19784 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533720.000000 Penalty: 45115.199219
Iteration 211Q: 22 clusters Score -6.953372e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 21223 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 5 contains 79495 members 
Mstep: Class 6 contains 9772 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92889 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33220 members 
Mstep: Class 11 contains 9907 members 
Mstep: Class 12 contains 7642 members 
Mstep: Class 13 contains 98245 members 
Mstep: Class 14 contains 104188 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4089 members 
Mstep: Class 19 contains 14662 members 
Mstep: Class 20 contains 19804 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533640.000000 Penalty: 45115.199219
Iteration 212Q: 22 clusters Score -6.953364e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 21232 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 5 contains 79529 members 
Mstep: Class 6 contains 9768 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92903 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33159 members 
Mstep: Class 11 contains 9907 members 
Mstep: Class 12 contains 7641 members 
Mstep: Class 13 contains 98253 members 
Mstep: Class 14 contains 104183 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4089 members 
Mstep: Class 19 contains 14673 members 
Mstep: Class 20 contains 19831 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 45115.199219
Iteration 213Q: 22 clusters Score -6.953358e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 21236 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 5 contains 79550 members 
Mstep: Class 6 contains 9755 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92940 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 9908 members 
Mstep: Class 12 contains 7646 members 
Mstep: Class 13 contains 98246 members 
Mstep: Class 14 contains 104176 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4089 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 19859 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533624.000000 Penalty: 45115.199219
Iteration 214Q: 22 clusters Score -6.953362e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 21241 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 5 contains 79565 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 92978 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33067 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 98257 members 
Mstep: Class 14 contains 104175 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4090 members 
Mstep: Class 19 contains 14676 members 
Mstep: Class 20 contains 19879 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533592.000000 Penalty: 45115.199219
Iteration 215Q: 22 clusters Score -6.953359e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 21254 members 
Mstep: Class 3 contains 3041 members 
Mstep: Class 5 contains 79572 members 
Mstep: Class 6 contains 9725 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93010 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33032 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 7653 members 
Mstep: Class 13 contains 98256 members 
Mstep: Class 14 contains 104176 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4094 members 
Mstep: Class 19 contains 14678 members 
Mstep: Class 20 contains 19888 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533712.000000 Penalty: 45115.199219
Iteration 216Q: 22 clusters Score -6.953371e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 21269 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 5 contains 79580 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93032 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32994 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 7658 members 
Mstep: Class 13 contains 98254 members 
Mstep: Class 14 contains 104195 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 14674 members 
Mstep: Class 20 contains 19907 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533688.000000 Penalty: 45115.199219
Iteration 217Q: 22 clusters Score -6.953369e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 21283 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 5 contains 79588 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93058 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32956 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 98260 members 
Mstep: Class 14 contains 104203 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4099 members 
Mstep: Class 19 contains 14675 members 
Mstep: Class 20 contains 19923 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533688.000000 Penalty: 45115.199219
Iteration 218Q: 22 clusters Score -6.953369e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 21293 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 79597 members 
Mstep: Class 6 contains 9679 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93099 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32928 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 98259 members 
Mstep: Class 14 contains 104212 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4099 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 19918 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533632.000000 Penalty: 45115.199219
Iteration 219Q: 22 clusters Score -6.953363e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 21302 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 79602 members 
Mstep: Class 6 contains 9662 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93153 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32898 members 
Mstep: Class 11 contains 9908 members 
Mstep: Class 12 contains 7667 members 
Mstep: Class 13 contains 98252 members 
Mstep: Class 14 contains 104207 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 14687 members 
Mstep: Class 20 contains 19920 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533752.000000 Penalty: 45115.199219
Iteration 220F: 22 clusters Score -6.953375e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 21307 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 79609 members 
Mstep: Class 6 contains 9649 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93207 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32863 members 
Mstep: Class 11 contains 9908 members 
Mstep: Class 12 contains 7670 members 
Mstep: Class 13 contains 98250 members 
Mstep: Class 14 contains 104213 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 14688 members 
Mstep: Class 20 contains 19924 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533792.000000 Penalty: 45115.199219
Iteration 221Q: 22 clusters Score -6.953379e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 21319 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 5 contains 79616 members 
Mstep: Class 6 contains 9631 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93272 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32825 members 
Mstep: Class 11 contains 9910 members 
Mstep: Class 12 contains 7672 members 
Mstep: Class 13 contains 98238 members 
Mstep: Class 14 contains 104215 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 14688 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533744.000000 Penalty: 45115.199219
Iteration 222Q: 22 clusters Score -6.953374e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 21316 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 5 contains 79625 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93351 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32781 members 
Mstep: Class 11 contains 9910 members 
Mstep: Class 12 contains 7677 members 
Mstep: Class 13 contains 98223 members 
Mstep: Class 14 contains 104216 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533848.000000 Penalty: 45115.199219
Iteration 223Q: 22 clusters Score -6.953385e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 21316 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 5 contains 79640 members 
Mstep: Class 6 contains 9595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93420 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32724 members 
Mstep: Class 11 contains 9914 members 
Mstep: Class 12 contains 7677 members 
Mstep: Class 13 contains 98204 members 
Mstep: Class 14 contains 104233 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4105 members 
Mstep: Class 19 contains 14691 members 
Mstep: Class 20 contains 19957 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533992.000000 Penalty: 45115.199219
Iteration 224Q: 22 clusters Score -6.953399e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 21324 members 
Mstep: Class 3 contains 3041 members 
Mstep: Class 5 contains 79642 members 
Mstep: Class 6 contains 9577 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93463 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32686 members 
Mstep: Class 11 contains 9913 members 
Mstep: Class 12 contains 7677 members 
Mstep: Class 13 contains 98206 members 
Mstep: Class 14 contains 104242 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 14689 members 
Mstep: Class 20 contains 19975 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533944.000000 Penalty: 45115.199219
Iteration 225Q: 22 clusters Score -6.953394e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 21327 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 5 contains 79650 members 
Mstep: Class 6 contains 9560 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93506 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32644 members 
Mstep: Class 11 contains 9912 members 
Mstep: Class 12 contains 7674 members 
Mstep: Class 13 contains 98211 members 
Mstep: Class 14 contains 104242 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 19 contains 14694 members 
Mstep: Class 20 contains 20008 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533848.000000 Penalty: 45115.199219
Iteration 226Q: 22 clusters Score -6.953385e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 21333 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 79651 members 
Mstep: Class 6 contains 9550 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93589 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32596 members 
Mstep: Class 11 contains 9910 members 
Mstep: Class 12 contains 7670 members 
Mstep: Class 13 contains 98204 members 
Mstep: Class 14 contains 104236 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 14705 members 
Mstep: Class 20 contains 20024 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533920.000000 Penalty: 45115.199219
Iteration 227Q: 22 clusters Score -6.953392e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 21339 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 79636 members 
Mstep: Class 6 contains 9544 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93666 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32545 members 
Mstep: Class 11 contains 9911 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 98204 members 
Mstep: Class 14 contains 104230 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4110 members 
Mstep: Class 19 contains 14710 members 
Mstep: Class 20 contains 20054 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533936.000000 Penalty: 45115.199219
Iteration 228Q: 22 clusters Score -6.953394e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 21341 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 5 contains 79632 members 
Mstep: Class 6 contains 9530 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93737 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32491 members 
Mstep: Class 11 contains 9914 members 
Mstep: Class 12 contains 7655 members 
Mstep: Class 13 contains 98188 members 
Mstep: Class 14 contains 104218 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 20095 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534048.000000 Penalty: 45115.199219
Iteration 229Q: 22 clusters Score -6.953405e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 21343 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 5 contains 79634 members 
Mstep: Class 6 contains 9510 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93790 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32456 members 
Mstep: Class 11 contains 9911 members 
Mstep: Class 12 contains 7654 members 
Mstep: Class 13 contains 98169 members 
Mstep: Class 14 contains 104216 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 14721 members 
Mstep: Class 20 contains 20143 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534072.000000 Penalty: 45115.199219
Iteration 230Q: 22 clusters Score -6.953407e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 21336 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 79647 members 
Mstep: Class 6 contains 9490 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93876 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32417 members 
Mstep: Class 11 contains 9909 members 
Mstep: Class 12 contains 7654 members 
Mstep: Class 13 contains 98157 members 
Mstep: Class 14 contains 104203 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 14723 members 
Mstep: Class 20 contains 20172 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534176.000000 Penalty: 45115.199219
Iteration 231Q: 22 clusters Score -6.953418e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 21341 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 5 contains 79647 members 
Mstep: Class 6 contains 9472 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93927 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32385 members 
Mstep: Class 11 contains 9914 members 
Mstep: Class 12 contains 7658 members 
Mstep: Class 13 contains 98158 members 
Mstep: Class 14 contains 104183 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 14726 members 
Mstep: Class 20 contains 20216 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534192.000000 Penalty: 45115.199219
Iteration 232Q: 22 clusters Score -6.953419e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 21351 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 5 contains 79639 members 
Mstep: Class 6 contains 9452 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 93996 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32346 members 
Mstep: Class 11 contains 9920 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 98154 members 
Mstep: Class 14 contains 104165 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 20252 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534224.000000 Penalty: 45115.199219
Iteration 233Q: 22 clusters Score -6.953422e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 21363 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 5 contains 79641 members 
Mstep: Class 6 contains 9433 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94037 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32307 members 
Mstep: Class 11 contains 9928 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 98156 members 
Mstep: Class 14 contains 104154 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 20286 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534248.000000 Penalty: 45115.199219
Iteration 234Q: 22 clusters Score -6.953425e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 21375 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 5 contains 79628 members 
Mstep: Class 6 contains 9417 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94094 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32276 members 
Mstep: Class 11 contains 9935 members 
Mstep: Class 12 contains 7668 members 
Mstep: Class 13 contains 98146 members 
Mstep: Class 14 contains 104132 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 20343 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534304.000000 Penalty: 45115.199219
Iteration 235Q: 22 clusters Score -6.95343e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 21383 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 5 contains 79620 members 
Mstep: Class 6 contains 9407 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94102 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32244 members 
Mstep: Class 11 contains 9937 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 98147 members 
Mstep: Class 14 contains 104145 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 20381 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534280.000000 Penalty: 45115.199219
Iteration 236Q: 22 clusters Score -6.953428e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 21395 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 5 contains 79623 members 
Mstep: Class 6 contains 9392 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94121 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32217 members 
Mstep: Class 11 contains 9941 members 
Mstep: Class 12 contains 7672 members 
Mstep: Class 13 contains 98139 members 
Mstep: Class 14 contains 104148 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 14751 members 
Mstep: Class 20 contains 20410 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534376.000000 Penalty: 45115.199219
Iteration 237Q: 22 clusters Score -6.953438e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 21401 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 5 contains 79629 members 
Mstep: Class 6 contains 9379 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94119 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32185 members 
Mstep: Class 11 contains 9944 members 
Mstep: Class 12 contains 7675 members 
Mstep: Class 13 contains 98138 members 
Mstep: Class 14 contains 104154 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4110 members 
Mstep: Class 19 contains 14752 members 
Mstep: Class 20 contains 20446 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534208.000000 Penalty: 45115.199219
Iteration 238Q: 22 clusters Score -6.953421e+07 nChanged 329
Entering ConstructFrom: 
Score: -69534208.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (50009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Entering Unmasked Estep 
Score: -6436490.000000 Penalty: 1758.243286
	Iteration 0F: 2 clusters Score -6436490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -6403147.500000 Penalty: 3516.486572
	Iteration 0F: 3 clusters Score -6403148 nChanged 23444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -6416356.500000 Penalty: 3516.486572
	Iteration 1F: 3 clusters Score -6416356 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -6416854.500000 Penalty: 3516.486572
	Iteration 2Q: 3 clusters Score -6416854 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -6417451.000000 Penalty: 3516.486572
	Iteration 3Q: 3 clusters Score -6417451 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -6418248.000000 Penalty: 3516.486572
	Iteration 4Q: 3 clusters Score -6418248 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -6419206.500000 Penalty: 3516.486572
	Iteration 5Q: 3 clusters Score -6419206 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -6420533.500000 Penalty: 3516.486572
	Iteration 6F: 3 clusters Score -6420534 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -6422250.000000 Penalty: 3516.486572
	Iteration 7F: 3 clusters Score -6422250 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -6424255.500000 Penalty: 3516.486572
	Iteration 8F: 3 clusters Score -6424256 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -6426362.500000 Penalty: 3516.486572
	Iteration 9F: 3 clusters Score -6426362 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -6428395.000000 Penalty: 3516.486572
	Iteration 10F: 3 clusters Score -6428395 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -6430366.500000 Penalty: 3516.486572
	Iteration 11F: 3 clusters Score -6430366 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6432026.000000 Penalty: 3516.486572
	Iteration 12Q: 3 clusters Score -6432026 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6433234.000000 Penalty: 3516.486572
	Iteration 13Q: 3 clusters Score -6433234 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6434049.500000 Penalty: 3516.486572
	Iteration 14Q: 3 clusters Score -6434050 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6434490.000000 Penalty: 3516.486572
	Iteration 15Q: 3 clusters Score -6434490 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6434712.000000 Penalty: 3516.486572
	Iteration 16Q: 3 clusters Score -6434712 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6434845.000000 Penalty: 3516.486572
	Iteration 17Q: 3 clusters Score -6434845 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6434900.000000 Penalty: 3516.486572
	Iteration 18Q: 3 clusters Score -6434900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6434940.000000 Penalty: 3516.486572
	Iteration 19Q: 3 clusters Score -6434940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6434987.000000 Penalty: 3516.486572
	Iteration 20F: 3 clusters Score -6434987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6435007.500000 Penalty: 3516.486572
	Iteration 21Q: 3 clusters Score -6435008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6435033.500000 Penalty: 3516.486572
	Iteration 22Q: 3 clusters Score -6435034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6435060.500000 Penalty: 3516.486572
	Iteration 23Q: 3 clusters Score -6435060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6435069.500000 Penalty: 3516.486572
	Iteration 24Q: 3 clusters Score -6435070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6435072.000000 Penalty: 3516.486572
	Iteration 25Q: 3 clusters Score -6435072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6435071.500000 Penalty: 3516.486572
	Iteration 26Q: 3 clusters Score -6435072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6435076.500000 Penalty: 3516.486572
	Iteration 27Q: 3 clusters Score -6435076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6435081.500000 Penalty: 3516.486572
	Iteration 28Q: 3 clusters Score -6435082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6435081.500000 Penalty: 3516.486572
	Iteration 29Q: 3 clusters Score -6435082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6435081.500000 Penalty: 3516.486572
	Iteration 30F: 3 clusters Score -6435082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Entering Unmasked Estep 
Score: -2772040.000000 Penalty: 1620.417480
	Iteration 0F: 2 clusters Score -2772040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2757486.750000 Penalty: 3240.834961
	Iteration 0F: 3 clusters Score -2757487 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2762685.500000 Penalty: 3240.834961
	Iteration 1F: 3 clusters Score -2762686 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2762927.500000 Penalty: 3240.834961
	Iteration 2Q: 3 clusters Score -2762928 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2763136.000000 Penalty: 3240.834961
	Iteration 3Q: 3 clusters Score -2763136 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2763391.500000 Penalty: 3240.834961
	Iteration 4Q: 3 clusters Score -2763392 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2763662.000000 Penalty: 3240.834961
	Iteration 5Q: 3 clusters Score -2763662 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2764006.500000 Penalty: 3240.834961
	Iteration 6Q: 3 clusters Score -2764006 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2764488.500000 Penalty: 3240.834961
	Iteration 7Q: 3 clusters Score -2764488 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2765218.500000 Penalty: 3240.834961
	Iteration 8F: 3 clusters Score -2765218 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2766317.000000 Penalty: 3240.834961
	Iteration 9F: 3 clusters Score -2766317 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2767665.750000 Penalty: 3240.834961
	Iteration 10F: 3 clusters Score -2767666 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2768961.000000 Penalty: 3240.834961
	Iteration 11F: 3 clusters Score -2768961 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2769885.250000 Penalty: 3240.834961
	Iteration 12Q: 3 clusters Score -2769885 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2770372.250000 Penalty: 3240.834961
	Iteration 13Q: 3 clusters Score -2770372 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2770600.750000 Penalty: 3240.834961
	Iteration 14Q: 3 clusters Score -2770601 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2770725.500000 Penalty: 3240.834961
	Iteration 15Q: 3 clusters Score -2770726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2770785.750000 Penalty: 3240.834961
	Iteration 16Q: 3 clusters Score -2770786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2770836.250000 Penalty: 3240.834961
	Iteration 17Q: 3 clusters Score -2770836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2770873.250000 Penalty: 3240.834961
	Iteration 18Q: 3 clusters Score -2770873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2770900.250000 Penalty: 3240.834961
	Iteration 19Q: 3 clusters Score -2770900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2770913.000000 Penalty: 3240.834961
	Iteration 20F: 3 clusters Score -2770913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2770919.750000 Penalty: 3240.834961
	Iteration 21Q: 3 clusters Score -2770920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2770928.000000 Penalty: 3240.834961
	Iteration 22Q: 3 clusters Score -2770928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2770935.000000 Penalty: 3240.834961
	Iteration 23Q: 3 clusters Score -2770935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2770939.750000 Penalty: 3240.834961
	Iteration 24Q: 3 clusters Score -2770940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2770952.250000 Penalty: 3240.834961
	Iteration 25Q: 3 clusters Score -2770952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2770952.250000 Penalty: 3240.834961
	Iteration 26Q: 3 clusters Score -2770952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2770953.250000 Penalty: 3240.834961
	Iteration 27Q: 3 clusters Score -2770953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2770956.000000 Penalty: 3240.834961
	Iteration 28Q: 3 clusters Score -2770956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2770959.000000 Penalty: 3240.834961
	Iteration 29Q: 3 clusters Score -2770959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2770958.250000 Penalty: 3240.834961
	Iteration 30Q: 3 clusters Score -2770958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2770960.750000 Penalty: 3240.834961
	Iteration 31Q: 3 clusters Score -2770961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2770961.500000 Penalty: 3240.834961
	Iteration 32Q: 3 clusters Score -2770962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2770961.250000 Penalty: 3240.834961
	Iteration 33Q: 3 clusters Score -2770961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2770962.750000 Penalty: 3240.834961
	Iteration 34Q: 3 clusters Score -2770963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2770964.500000 Penalty: 3240.834961
	Iteration 35Q: 3 clusters Score -2770964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2770966.000000 Penalty: 3240.834961
	Iteration 36Q: 3 clusters Score -2770966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2770963.000000 Penalty: 3240.834961
	Iteration 37Q: 3 clusters Score -2770963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2770964.000000 Penalty: 3240.834961
	Iteration 38Q: 3 clusters Score -2770964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2770964.000000 Penalty: 3240.834961
	Iteration 39F: 3 clusters Score -2770964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -368746.812500 Penalty: 1302.758789
	Iteration 0F: 2 clusters Score -368746.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -365959.750000 Penalty: 2605.517578
	Iteration 0F: 3 clusters Score -365959.8 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -366630.312500 Penalty: 2605.517578
	Iteration 1F: 3 clusters Score -366630.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -366762.687500 Penalty: 2605.517578
	Iteration 2F: 3 clusters Score -366762.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -366835.187500 Penalty: 2605.517578
	Iteration 3Q: 3 clusters Score -366835.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -366881.187500 Penalty: 2605.517578
	Iteration 4Q: 3 clusters Score -366881.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -366918.531250 Penalty: 2605.517578
	Iteration 5Q: 3 clusters Score -366918.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -366941.531250 Penalty: 2605.517578
	Iteration 6Q: 3 clusters Score -366941.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -366965.187500 Penalty: 2605.517578
	Iteration 7Q: 3 clusters Score -366965.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -366984.656250 Penalty: 2605.517578
	Iteration 8Q: 3 clusters Score -366984.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -367009.687500 Penalty: 2605.517578
	Iteration 9Q: 3 clusters Score -367009.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -367032.843750 Penalty: 2605.517578
	Iteration 10Q: 3 clusters Score -367032.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -367064.906250 Penalty: 2605.517578
	Iteration 11Q: 3 clusters Score -367064.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -367106.531250 Penalty: 2605.517578
	Iteration 12Q: 3 clusters Score -367106.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -367140.156250 Penalty: 2605.517578
	Iteration 13Q: 3 clusters Score -367140.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -367173.250000 Penalty: 2605.517578
	Iteration 14Q: 3 clusters Score -367173.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -367203.656250 Penalty: 2605.517578
	Iteration 15Q: 3 clusters Score -367203.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -367228.625000 Penalty: 2605.517578
	Iteration 16Q: 3 clusters Score -367228.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -367248.281250 Penalty: 2605.517578
	Iteration 17Q: 3 clusters Score -367248.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -367275.031250 Penalty: 2605.517578
	Iteration 18Q: 3 clusters Score -367275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -367309.437500 Penalty: 2605.517578
	Iteration 19Q: 3 clusters Score -367309.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -367334.125000 Penalty: 2605.517578
	Iteration 20F: 3 clusters Score -367334.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -367362.156250 Penalty: 2605.517578
	Iteration 21Q: 3 clusters Score -367362.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -367406.031250 Penalty: 2605.517578
	Iteration 22Q: 3 clusters Score -367406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -367444.000000 Penalty: 2605.517578
	Iteration 23Q: 3 clusters Score -367444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -367483.375000 Penalty: 2605.517578
	Iteration 24Q: 3 clusters Score -367483.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -367526.281250 Penalty: 2605.517578
	Iteration 25Q: 3 clusters Score -367526.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -367571.406250 Penalty: 2605.517578
	Iteration 26Q: 3 clusters Score -367571.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -367603.031250 Penalty: 2605.517578
	Iteration 27Q: 3 clusters Score -367603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -367628.750000 Penalty: 2605.517578
	Iteration 28Q: 3 clusters Score -367628.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -367647.843750 Penalty: 2605.517578
	Iteration 29Q: 3 clusters Score -367647.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -367665.031250 Penalty: 2605.517578
	Iteration 30Q: 3 clusters Score -367665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -367678.843750 Penalty: 2605.517578
	Iteration 31Q: 3 clusters Score -367678.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -367692.843750 Penalty: 2605.517578
	Iteration 32Q: 3 clusters Score -367692.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -367704.906250 Penalty: 2605.517578
	Iteration 33Q: 3 clusters Score -367704.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -367713.062500 Penalty: 2605.517578
	Iteration 34Q: 3 clusters Score -367713.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -367717.406250 Penalty: 2605.517578
	Iteration 35Q: 3 clusters Score -367717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -367718.531250 Penalty: 2605.517578
	Iteration 36Q: 3 clusters Score -367718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -367719.250000 Penalty: 2605.517578
	Iteration 37Q: 3 clusters Score -367719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -367720.187500 Penalty: 2605.517578
	Iteration 38Q: 3 clusters Score -367720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -367720.187500 Penalty: 2605.517578
	Iteration 39F: 3 clusters Score -367720.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Entering Unmasked Estep 
Score: -10259787.000000 Penalty: 1833.823975
	Iteration 0F: 2 clusters Score -1.025979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -10207530.000000 Penalty: 3667.647949
	Iteration 0F: 3 clusters Score -1.020753e+07 nChanged 38025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -10230183.000000 Penalty: 3667.647949
	Iteration 1F: 3 clusters Score -1.023018e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -10231676.000000 Penalty: 3667.647949
	Iteration 2Q: 3 clusters Score -1.023168e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -10234197.000000 Penalty: 3667.647949
	Iteration 3F: 3 clusters Score -1.02342e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -10238430.000000 Penalty: 3667.647949
	Iteration 4F: 3 clusters Score -1.023843e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -10244589.000000 Penalty: 3667.647949
	Iteration 5F: 3 clusters Score -1.024459e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -10251009.000000 Penalty: 3667.647949
	Iteration 6F: 3 clusters Score -1.025101e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -10255338.000000 Penalty: 3667.647949
	Iteration 7F: 3 clusters Score -1.025534e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -10257310.000000 Penalty: 3667.647949
	Iteration 8Q: 3 clusters Score -1.025731e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 79144 members 
Entering Unmasked Estep 
Score: -10257838.000000 Penalty: 3667.647949
	Iteration 9Q: 3 clusters Score -1.025784e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -10258006.000000 Penalty: 3667.647949
	Iteration 10Q: 3 clusters Score -1.025801e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -10258081.000000 Penalty: 3667.647949
	Iteration 11Q: 3 clusters Score -1.025808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 79424 members 
Entering Unmasked Estep 
Score: -10258113.000000 Penalty: 3667.647949
	Iteration 12Q: 3 clusters Score -1.025811e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -10258128.000000 Penalty: 3667.647949
	Iteration 13Q: 3 clusters Score -1.025813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -10258136.000000 Penalty: 3667.647949
	Iteration 14Q: 3 clusters Score -1.025814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -10258146.000000 Penalty: 3667.647949
	Iteration 15Q: 3 clusters Score -1.025815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -10258156.000000 Penalty: 3667.647949
	Iteration 16Q: 3 clusters Score -1.025816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -10258161.000000 Penalty: 3667.647949
	Iteration 17Q: 3 clusters Score -1.025816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -10258156.000000 Penalty: 3667.647949
	Iteration 18Q: 3 clusters Score -1.025816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -10258163.000000 Penalty: 3667.647949
	Iteration 19Q: 3 clusters Score -1.025816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -10258163.000000 Penalty: 3667.647949
	Iteration 20F: 3 clusters Score -1.025816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Entering Unmasked Estep 
Score: -1194593.375000 Penalty: 1486.054077
	Iteration 0F: 2 clusters Score -1194593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1187786.750000 Penalty: 2972.108154
	Iteration 0F: 3 clusters Score -1187787 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1189994.125000 Penalty: 2972.108154
	Iteration 1F: 3 clusters Score -1189994 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1190231.750000 Penalty: 2972.108154
	Iteration 2F: 3 clusters Score -1190232 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1190433.750000 Penalty: 2972.108154
	Iteration 3Q: 3 clusters Score -1190434 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1190618.875000 Penalty: 2972.108154
	Iteration 4Q: 3 clusters Score -1190619 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1190802.750000 Penalty: 2972.108154
	Iteration 5Q: 3 clusters Score -1190803 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1190982.625000 Penalty: 2972.108154
	Iteration 6Q: 3 clusters Score -1190983 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1191188.750000 Penalty: 2972.108154
	Iteration 7Q: 3 clusters Score -1191189 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1191445.625000 Penalty: 2972.108154
	Iteration 8Q: 3 clusters Score -1191446 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1191689.500000 Penalty: 2972.108154
	Iteration 9Q: 3 clusters Score -1191690 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1191915.500000 Penalty: 2972.108154
	Iteration 10Q: 3 clusters Score -1191916 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1192126.250000 Penalty: 2972.108154
	Iteration 11Q: 3 clusters Score -1192126 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1192314.375000 Penalty: 2972.108154
	Iteration 12Q: 3 clusters Score -1192314 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1192466.250000 Penalty: 2972.108154
	Iteration 13Q: 3 clusters Score -1192466 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1192593.375000 Penalty: 2972.108154
	Iteration 14Q: 3 clusters Score -1192593 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1192727.750000 Penalty: 2972.108154
	Iteration 15Q: 3 clusters Score -1192728 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1192882.000000 Penalty: 2972.108154
	Iteration 16Q: 3 clusters Score -1192882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1193034.000000 Penalty: 2972.108154
	Iteration 17Q: 3 clusters Score -1193034 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1193157.500000 Penalty: 2972.108154
	Iteration 18Q: 3 clusters Score -1193158 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1193233.625000 Penalty: 2972.108154
	Iteration 19Q: 3 clusters Score -1193234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1193273.250000 Penalty: 2972.108154
	Iteration 20F: 3 clusters Score -1193273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1193295.875000 Penalty: 2972.108154
	Iteration 21Q: 3 clusters Score -1193296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1193315.500000 Penalty: 2972.108154
	Iteration 22Q: 3 clusters Score -1193316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1193332.500000 Penalty: 2972.108154
	Iteration 23Q: 3 clusters Score -1193332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1193342.125000 Penalty: 2972.108154
	Iteration 24Q: 3 clusters Score -1193342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1193351.750000 Penalty: 2972.108154
	Iteration 25Q: 3 clusters Score -1193352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1193352.875000 Penalty: 2972.108154
	Iteration 26Q: 3 clusters Score -1193353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1193354.750000 Penalty: 2972.108154
	Iteration 27Q: 3 clusters Score -1193355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1193352.875000 Penalty: 2972.108154
	Iteration 28Q: 3 clusters Score -1193353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1193355.250000 Penalty: 2972.108154
	Iteration 29Q: 3 clusters Score -1193355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1193356.625000 Penalty: 2972.108154
	Iteration 30Q: 3 clusters Score -1193357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1193353.875000 Penalty: 2972.108154
	Iteration 31Q: 3 clusters Score -1193354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1193353.875000 Penalty: 2972.108154
	Iteration 32Q: 3 clusters Score -1193354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1193353.875000 Penalty: 2972.108154
	Iteration 33F: 3 clusters Score -1193354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -26203.849609 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -26203.85 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 124 members 
Entering Unmasked Estep 
Score: -25426.062500 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -25426.06 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25560.824219 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -25560.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25582.548828 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -25582.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25593.714844 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -25593.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25605.335938 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -25605.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25623.880859 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -25623.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25642.710938 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -25642.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25652.947266 Penalty: 1791.864380
	Iteration 7Q: 3 clusters Score -25652.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25662.339844 Penalty: 1791.864380
	Iteration 8Q: 3 clusters Score -25662.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25667.173828 Penalty: 1791.864380
	Iteration 9Q: 3 clusters Score -25667.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25669.947266 Penalty: 1791.864380
	Iteration 10Q: 3 clusters Score -25669.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25669.947266 Penalty: 1791.864380
	Iteration 11F: 3 clusters Score -25669.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (94129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Entering Unmasked Estep 
Score: -12077039.000000 Penalty: 1861.018433
	Iteration 0F: 2 clusters Score -1.207704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -12015507.000000 Penalty: 3722.036865
	Iteration 0F: 3 clusters Score -1.201551e+07 nChanged 44845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -12041171.000000 Penalty: 3722.036865
	Iteration 1F: 3 clusters Score -1.204117e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -12041836.000000 Penalty: 3722.036865
	Iteration 2Q: 3 clusters Score -1.204184e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -12042658.000000 Penalty: 3722.036865
	Iteration 3Q: 3 clusters Score -1.204266e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -12044021.000000 Penalty: 3722.036865
	Iteration 4Q: 3 clusters Score -1.204402e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -12046424.000000 Penalty: 3722.036865
	Iteration 5Q: 3 clusters Score -1.204642e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -12050308.000000 Penalty: 3722.036865
	Iteration 6F: 3 clusters Score -1.205031e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -12055910.000000 Penalty: 3722.036865
	Iteration 7F: 3 clusters Score -1.205591e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -12062289.000000 Penalty: 3722.036865
	Iteration 8F: 3 clusters Score -1.206229e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -12067677.000000 Penalty: 3722.036865
	Iteration 9F: 3 clusters Score -1.206768e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -12071099.000000 Penalty: 3722.036865
	Iteration 10Q: 3 clusters Score -1.20711e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 90968 members 
Entering Unmasked Estep 
Score: -12073001.000000 Penalty: 3722.036865
	Iteration 11Q: 3 clusters Score -1.2073e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 92215 members 
Entering Unmasked Estep 
Score: -12074028.000000 Penalty: 3722.036865
	Iteration 12Q: 3 clusters Score -1.207403e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -12074616.000000 Penalty: 3722.036865
	Iteration 13Q: 3 clusters Score -1.207462e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -12074937.000000 Penalty: 3722.036865
	Iteration 14Q: 3 clusters Score -1.207494e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -12075100.000000 Penalty: 3722.036865
	Iteration 15Q: 3 clusters Score -1.20751e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -12075189.000000 Penalty: 3722.036865
	Iteration 16Q: 3 clusters Score -1.207519e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -12075271.000000 Penalty: 3722.036865
	Iteration 17Q: 3 clusters Score -1.207527e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 93705 members 
Entering Unmasked Estep 
Score: -12075292.000000 Penalty: 3722.036865
	Iteration 18Q: 3 clusters Score -1.207529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -12075336.000000 Penalty: 3722.036865
	Iteration 19Q: 3 clusters Score -1.207534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 93764 members 
Entering Unmasked Estep 
Score: -12075353.000000 Penalty: 3722.036865
	Iteration 20F: 3 clusters Score -1.207535e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -12075370.000000 Penalty: 3722.036865
	Iteration 21Q: 3 clusters Score -1.207537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -12075374.000000 Penalty: 3722.036865
	Iteration 22Q: 3 clusters Score -1.207537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -12075384.000000 Penalty: 3722.036865
	Iteration 23Q: 3 clusters Score -1.207538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -12075384.000000 Penalty: 3722.036865
	Iteration 24Q: 3 clusters Score -1.207538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -12075398.000000 Penalty: 3722.036865
	Iteration 25Q: 3 clusters Score -1.20754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -12075397.000000 Penalty: 3722.036865
	Iteration 26Q: 3 clusters Score -1.20754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -12075397.000000 Penalty: 3722.036865
	Iteration 27F: 3 clusters Score -1.20754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -8715.384766 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -8715.385 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 126 members 
Entering Unmasked Estep 
Score: -7996.425293 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -7996.425 nChanged 61
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: -8258.286133 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -8258.286 nChanged 24
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: -8436.381836 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -8436.382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8538.744141 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -8538.744 nChanged 5
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: -8568.143555 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -8568.144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8572.343750 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -8572.344 nChanged 2
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: -8575.676758 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -8575.677 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: -8575.676758 Penalty: 1779.850586
	Iteration 7F: 3 clusters Score -8575.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Entering Unmasked Estep 
Score: -4175827.500000 Penalty: 1686.548218
	Iteration 0F: 2 clusters Score -4175828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4154144.000000 Penalty: 3373.096436
	Iteration 0F: 3 clusters Score -4154144 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4162175.750000 Penalty: 3373.096436
	Iteration 1F: 3 clusters Score -4162176 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -4162561.000000 Penalty: 3373.096436
	Iteration 2Q: 3 clusters Score -4162561 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4162965.250000 Penalty: 3373.096436
	Iteration 3Q: 3 clusters Score -4162965 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4163449.750000 Penalty: 3373.096436
	Iteration 4Q: 3 clusters Score -4163450 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -4164072.250000 Penalty: 3373.096436
	Iteration 5Q: 3 clusters Score -4164072 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -4165105.250000 Penalty: 3373.096436
	Iteration 6Q: 3 clusters Score -4165105 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -4166523.000000 Penalty: 3373.096436
	Iteration 7F: 3 clusters Score -4166523 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -4168087.500000 Penalty: 3373.096436
	Iteration 8F: 3 clusters Score -4168088 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -4169512.000000 Penalty: 3373.096436
	Iteration 9F: 3 clusters Score -4169512 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -4170532.250000 Penalty: 3373.096436
	Iteration 10Q: 3 clusters Score -4170532 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -4171203.250000 Penalty: 3373.096436
	Iteration 11Q: 3 clusters Score -4171203 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4171670.250000 Penalty: 3373.096436
	Iteration 12Q: 3 clusters Score -4171670 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -4172005.250000 Penalty: 3373.096436
	Iteration 13Q: 3 clusters Score -4172005 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4172297.250000 Penalty: 3373.096436
	Iteration 14Q: 3 clusters Score -4172297 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4172512.250000 Penalty: 3373.096436
	Iteration 15Q: 3 clusters Score -4172512 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4172731.000000 Penalty: 3373.096436
	Iteration 16Q: 3 clusters Score -4172731 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4172948.750000 Penalty: 3373.096436
	Iteration 17Q: 3 clusters Score -4172949 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4173170.000000 Penalty: 3373.096436
	Iteration 18Q: 3 clusters Score -4173170 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4173374.000000 Penalty: 3373.096436
	Iteration 19Q: 3 clusters Score -4173374 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4173578.250000 Penalty: 3373.096436
	Iteration 20F: 3 clusters Score -4173578 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4173765.750000 Penalty: 3373.096436
	Iteration 21Q: 3 clusters Score -4173766 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4173917.250000 Penalty: 3373.096436
	Iteration 22Q: 3 clusters Score -4173917 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4174010.750000 Penalty: 3373.096436
	Iteration 23Q: 3 clusters Score -4174011 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4174096.250000 Penalty: 3373.096436
	Iteration 24Q: 3 clusters Score -4174096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4174163.500000 Penalty: 3373.096436
	Iteration 25Q: 3 clusters Score -4174164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4174203.500000 Penalty: 3373.096436
	Iteration 26Q: 3 clusters Score -4174204 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4174249.750000 Penalty: 3373.096436
	Iteration 27Q: 3 clusters Score -4174250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4174295.000000 Penalty: 3373.096436
	Iteration 28Q: 3 clusters Score -4174295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4174327.250000 Penalty: 3373.096436
	Iteration 29Q: 3 clusters Score -4174327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4174343.750000 Penalty: 3373.096436
	Iteration 30Q: 3 clusters Score -4174344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4174358.500000 Penalty: 3373.096436
	Iteration 31Q: 3 clusters Score -4174358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4174363.750000 Penalty: 3373.096436
	Iteration 32Q: 3 clusters Score -4174364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4174367.000000 Penalty: 3373.096436
	Iteration 33Q: 3 clusters Score -4174367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4174366.250000 Penalty: 3373.096436
	Iteration 34Q: 3 clusters Score -4174366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4174369.000000 Penalty: 3373.096436
	Iteration 35Q: 3 clusters Score -4174369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4174373.750000 Penalty: 3373.096436
	Iteration 36Q: 3 clusters Score -4174374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4174373.000000 Penalty: 3373.096436
	Iteration 37Q: 3 clusters Score -4174373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4174375.000000 Penalty: 3373.096436
	Iteration 38Q: 3 clusters Score -4174375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4174375.000000 Penalty: 3373.096436
	Iteration 39F: 3 clusters Score -4174375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Entering Unmasked Estep 
Score: -1269078.000000 Penalty: 1495.800415
	Iteration 0F: 2 clusters Score -1269078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1261910.250000 Penalty: 2991.600830
	Iteration 0F: 3 clusters Score -1261910 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1264265.000000 Penalty: 2991.600830
	Iteration 1F: 3 clusters Score -1264265 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1264513.250000 Penalty: 2991.600830
	Iteration 2F: 3 clusters Score -1264513 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1264706.875000 Penalty: 2991.600830
	Iteration 3Q: 3 clusters Score -1264707 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1264868.375000 Penalty: 2991.600830
	Iteration 4Q: 3 clusters Score -1264868 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1265027.750000 Penalty: 2991.600830
	Iteration 5Q: 3 clusters Score -1265028 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1265200.375000 Penalty: 2991.600830
	Iteration 6Q: 3 clusters Score -1265200 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1265407.000000 Penalty: 2991.600830
	Iteration 7Q: 3 clusters Score -1265407 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1265678.750000 Penalty: 2991.600830
	Iteration 8Q: 3 clusters Score -1265679 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1265952.750000 Penalty: 2991.600830
	Iteration 9Q: 3 clusters Score -1265953 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1266226.375000 Penalty: 2991.600830
	Iteration 10Q: 3 clusters Score -1266226 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1266464.500000 Penalty: 2991.600830
	Iteration 11Q: 3 clusters Score -1266464 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1266703.125000 Penalty: 2991.600830
	Iteration 12Q: 3 clusters Score -1266703 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1266924.250000 Penalty: 2991.600830
	Iteration 13Q: 3 clusters Score -1266924 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1267132.250000 Penalty: 2991.600830
	Iteration 14Q: 3 clusters Score -1267132 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1267314.625000 Penalty: 2991.600830
	Iteration 15Q: 3 clusters Score -1267315 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1267427.750000 Penalty: 2991.600830
	Iteration 16Q: 3 clusters Score -1267428 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1267512.375000 Penalty: 2991.600830
	Iteration 17Q: 3 clusters Score -1267512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1267566.625000 Penalty: 2991.600830
	Iteration 18Q: 3 clusters Score -1267567 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1267609.500000 Penalty: 2991.600830
	Iteration 19Q: 3 clusters Score -1267610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1267648.750000 Penalty: 2991.600830
	Iteration 20F: 3 clusters Score -1267649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1267668.125000 Penalty: 2991.600830
	Iteration 21Q: 3 clusters Score -1267668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1267684.625000 Penalty: 2991.600830
	Iteration 22Q: 3 clusters Score -1267685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1267697.750000 Penalty: 2991.600830
	Iteration 23Q: 3 clusters Score -1267698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1267711.625000 Penalty: 2991.600830
	Iteration 24Q: 3 clusters Score -1267712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1267722.625000 Penalty: 2991.600830
	Iteration 25Q: 3 clusters Score -1267723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1267738.875000 Penalty: 2991.600830
	Iteration 26Q: 3 clusters Score -1267739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1267747.750000 Penalty: 2991.600830
	Iteration 27Q: 3 clusters Score -1267748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1267754.000000 Penalty: 2991.600830
	Iteration 28Q: 3 clusters Score -1267754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1267759.625000 Penalty: 2991.600830
	Iteration 29Q: 3 clusters Score -1267760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1267767.625000 Penalty: 2991.600830
	Iteration 30Q: 3 clusters Score -1267768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1267771.875000 Penalty: 2991.600830
	Iteration 31Q: 3 clusters Score -1267772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1267774.125000 Penalty: 2991.600830
	Iteration 32Q: 3 clusters Score -1267774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1267778.750000 Penalty: 2991.600830
	Iteration 33Q: 3 clusters Score -1267779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1267780.750000 Penalty: 2991.600830
	Iteration 34Q: 3 clusters Score -1267781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1267785.250000 Penalty: 2991.600830
	Iteration 35Q: 3 clusters Score -1267785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1267787.375000 Penalty: 2991.600830
	Iteration 36Q: 3 clusters Score -1267787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1267789.875000 Penalty: 2991.600830
	Iteration 37Q: 3 clusters Score -1267790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1267791.500000 Penalty: 2991.600830
	Iteration 38Q: 3 clusters Score -1267792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1267792.250000 Penalty: 2991.600830
	Iteration 39Q: 3 clusters Score -1267792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1267795.375000 Penalty: 2991.600830
	Iteration 40F: 3 clusters Score -1267795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1267795.375000 Penalty: 2991.600830
	Iteration 41Q: 3 clusters Score -1267795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1267795.000000 Penalty: 2991.600830
	Iteration 42Q: 3 clusters Score -1267795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1267798.375000 Penalty: 2991.600830
	Iteration 43Q: 3 clusters Score -1267798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1267800.500000 Penalty: 2991.600830
	Iteration 44Q: 3 clusters Score -1267800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1267802.000000 Penalty: 2991.600830
	Iteration 45Q: 3 clusters Score -1267802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1267801.750000 Penalty: 2991.600830
	Iteration 46Q: 3 clusters Score -1267802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1267801.750000 Penalty: 2991.600830
	Iteration 47F: 3 clusters Score -1267802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Entering Unmasked Estep 
Score: -953618.812500 Penalty: 1453.785889
	Iteration 0F: 2 clusters Score -953618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -947921.437500 Penalty: 2907.571777
	Iteration 0F: 3 clusters Score -947921.4 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -949672.437500 Penalty: 2907.571777
	Iteration 1F: 3 clusters Score -949672.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -949917.812500 Penalty: 2907.571777
	Iteration 2F: 3 clusters Score -949917.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -950156.625000 Penalty: 2907.571777
	Iteration 3F: 3 clusters Score -950156.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -950449.062500 Penalty: 2907.571777
	Iteration 4Q: 3 clusters Score -950449.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -950771.125000 Penalty: 2907.571777
	Iteration 5F: 3 clusters Score -950771.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -951128.875000 Penalty: 2907.571777
	Iteration 6F: 3 clusters Score -951128.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -951522.062500 Penalty: 2907.571777
	Iteration 7F: 3 clusters Score -951522.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -951926.687500 Penalty: 2907.571777
	Iteration 8F: 3 clusters Score -951926.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -952270.875000 Penalty: 2907.571777
	Iteration 9F: 3 clusters Score -952270.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -952538.500000 Penalty: 2907.571777
	Iteration 10Q: 3 clusters Score -952538.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -952720.062500 Penalty: 2907.571777
	Iteration 11Q: 3 clusters Score -952720.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -952828.937500 Penalty: 2907.571777
	Iteration 12Q: 3 clusters Score -952828.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -952897.375000 Penalty: 2907.571777
	Iteration 13Q: 3 clusters Score -952897.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -952933.875000 Penalty: 2907.571777
	Iteration 14Q: 3 clusters Score -952933.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -952977.187500 Penalty: 2907.571777
	Iteration 15Q: 3 clusters Score -952977.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -953015.125000 Penalty: 2907.571777
	Iteration 16Q: 3 clusters Score -953015.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -953031.437500 Penalty: 2907.571777
	Iteration 17Q: 3 clusters Score -953031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -953034.062500 Penalty: 2907.571777
	Iteration 18Q: 3 clusters Score -953034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -953042.437500 Penalty: 2907.571777
	Iteration 19Q: 3 clusters Score -953042.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -953043.625000 Penalty: 2907.571777
	Iteration 20F: 3 clusters Score -953043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -953043.500000 Penalty: 2907.571777
	Iteration 21Q: 3 clusters Score -953043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -953046.875000 Penalty: 2907.571777
	Iteration 22Q: 3 clusters Score -953046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -953047.312500 Penalty: 2907.571777
	Iteration 23Q: 3 clusters Score -953047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -953050.125000 Penalty: 2907.571777
	Iteration 24Q: 3 clusters Score -953050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -953053.750000 Penalty: 2907.571777
	Iteration 25Q: 3 clusters Score -953053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -953054.312500 Penalty: 2907.571777
	Iteration 26Q: 3 clusters Score -953054.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -953054.312500 Penalty: 2907.571777
	Iteration 27F: 3 clusters Score -953054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Entering Unmasked Estep 
Score: -12596099.000000 Penalty: 1867.796143
	Iteration 0F: 2 clusters Score -1.25961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -12533616.000000 Penalty: 3735.592285
	Iteration 0F: 3 clusters Score -1.253362e+07 nChanged 46883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -12560696.000000 Penalty: 3735.592285
	Iteration 1F: 3 clusters Score -1.25607e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -12561517.000000 Penalty: 3735.592285
	Iteration 2Q: 3 clusters Score -1.256152e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -12562857.000000 Penalty: 3735.592285
	Iteration 3Q: 3 clusters Score -1.256286e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -12564905.000000 Penalty: 3735.592285
	Iteration 4Q: 3 clusters Score -1.25649e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -12568308.000000 Penalty: 3735.592285
	Iteration 5F: 3 clusters Score -1.256831e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -12572977.000000 Penalty: 3735.592285
	Iteration 6F: 3 clusters Score -1.257298e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -12578242.000000 Penalty: 3735.592285
	Iteration 7F: 3 clusters Score -1.257824e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -12582880.000000 Penalty: 3735.592285
	Iteration 8F: 3 clusters Score -1.258288e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -12586356.000000 Penalty: 3735.592285
	Iteration 9Q: 3 clusters Score -1.258636e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -12588591.000000 Penalty: 3735.592285
	Iteration 10Q: 3 clusters Score -1.258859e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -12590060.000000 Penalty: 3735.592285
	Iteration 11Q: 3 clusters Score -1.259006e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -12591073.000000 Penalty: 3735.592285
	Iteration 12Q: 3 clusters Score -1.259107e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -12591867.000000 Penalty: 3735.592285
	Iteration 13Q: 3 clusters Score -1.259187e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -12592582.000000 Penalty: 3735.592285
	Iteration 14Q: 3 clusters Score -1.259258e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -12593222.000000 Penalty: 3735.592285
	Iteration 15Q: 3 clusters Score -1.259322e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -12593570.000000 Penalty: 3735.592285
	Iteration 16Q: 3 clusters Score -1.259357e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -12593955.000000 Penalty: 3735.592285
	Iteration 17Q: 3 clusters Score -1.259396e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 96534 members 
Entering Unmasked Estep 
Score: -12594184.000000 Penalty: 3735.592285
	Iteration 18Q: 3 clusters Score -1.259418e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -12594320.000000 Penalty: 3735.592285
	Iteration 19Q: 3 clusters Score -1.259432e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -12594459.000000 Penalty: 3735.592285
	Iteration 20F: 3 clusters Score -1.259446e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 97248 members 
Entering Unmasked Estep 
Score: -12594521.000000 Penalty: 3735.592285
	Iteration 21Q: 3 clusters Score -1.259452e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 97366 members 
Entering Unmasked Estep 
Score: -12594521.000000 Penalty: 3735.592285
	Iteration 22Q: 3 clusters Score -1.259452e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -12594573.000000 Penalty: 3735.592285
	Iteration 23Q: 3 clusters Score -1.259457e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -12594607.000000 Penalty: 3735.592285
	Iteration 24Q: 3 clusters Score -1.259461e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -12594622.000000 Penalty: 3735.592285
	Iteration 25Q: 3 clusters Score -1.259462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -12594627.000000 Penalty: 3735.592285
	Iteration 26Q: 3 clusters Score -1.259463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -12594632.000000 Penalty: 3735.592285
	Iteration 27Q: 3 clusters Score -1.259463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -12594646.000000 Penalty: 3735.592285
	Iteration 28Q: 3 clusters Score -1.259465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -12594654.000000 Penalty: 3735.592285
	Iteration 29Q: 3 clusters Score -1.259465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 97644 members 
Entering Unmasked Estep 
Score: -12594647.000000 Penalty: 3735.592285
	Iteration 30Q: 3 clusters Score -1.259465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 97652 members 
Entering Unmasked Estep 
Score: -12594652.000000 Penalty: 3735.592285
	Iteration 31Q: 3 clusters Score -1.259465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -12594655.000000 Penalty: 3735.592285
	Iteration 32Q: 3 clusters Score -1.259466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -12594656.000000 Penalty: 3735.592285
	Iteration 33Q: 3 clusters Score -1.259466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 97659 members 
Entering Unmasked Estep 
Score: -12594649.000000 Penalty: 3735.592285
	Iteration 34Q: 3 clusters Score -1.259465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 97659 members 
Entering Unmasked Estep 
Score: -12594649.000000 Penalty: 3735.592285
	Iteration 35F: 3 clusters Score -1.259465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Entering Unmasked Estep 
Score: -13374008.000000 Penalty: 1877.459595
	Iteration 0F: 2 clusters Score -1.337401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -13308043.000000 Penalty: 3754.919189
	Iteration 0F: 3 clusters Score -1.330804e+07 nChanged 49910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -13337209.000000 Penalty: 3754.919189
	Iteration 1F: 3 clusters Score -1.333721e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -13338077.000000 Penalty: 3754.919189
	Iteration 2Q: 3 clusters Score -1.333808e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -13339294.000000 Penalty: 3754.919189
	Iteration 3Q: 3 clusters Score -1.333929e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -13340809.000000 Penalty: 3754.919189
	Iteration 4Q: 3 clusters Score -1.334081e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -13343123.000000 Penalty: 3754.919189
	Iteration 5Q: 3 clusters Score -1.334312e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -13346726.000000 Penalty: 3754.919189
	Iteration 6F: 3 clusters Score -1.334673e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -13351704.000000 Penalty: 3754.919189
	Iteration 7F: 3 clusters Score -1.33517e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -13357060.000000 Penalty: 3754.919189
	Iteration 8F: 3 clusters Score -1.335706e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -13360423.000000 Penalty: 3754.919189
	Iteration 9F: 3 clusters Score -1.336042e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -13361735.000000 Penalty: 3754.919189
	Iteration 10Q: 3 clusters Score -1.336174e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -13362372.000000 Penalty: 3754.919189
	Iteration 11Q: 3 clusters Score -1.336237e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -13362889.000000 Penalty: 3754.919189
	Iteration 12Q: 3 clusters Score -1.336289e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -13363349.000000 Penalty: 3754.919189
	Iteration 13Q: 3 clusters Score -1.336335e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -13363742.000000 Penalty: 3754.919189
	Iteration 14Q: 3 clusters Score -1.336374e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -13364259.000000 Penalty: 3754.919189
	Iteration 15Q: 3 clusters Score -1.336426e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -13364791.000000 Penalty: 3754.919189
	Iteration 16Q: 3 clusters Score -1.336479e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -13365294.000000 Penalty: 3754.919189
	Iteration 17Q: 3 clusters Score -1.336529e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -13365735.000000 Penalty: 3754.919189
	Iteration 18Q: 3 clusters Score -1.336574e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -13366264.000000 Penalty: 3754.919189
	Iteration 19Q: 3 clusters Score -1.336626e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -13366742.000000 Penalty: 3754.919189
	Iteration 20F: 3 clusters Score -1.336674e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -13367186.000000 Penalty: 3754.919189
	Iteration 21Q: 3 clusters Score -1.336719e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -13367658.000000 Penalty: 3754.919189
	Iteration 22Q: 3 clusters Score -1.336766e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -13368127.000000 Penalty: 3754.919189
	Iteration 23Q: 3 clusters Score -1.336813e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -13368688.000000 Penalty: 3754.919189
	Iteration 24Q: 3 clusters Score -1.336869e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -13369147.000000 Penalty: 3754.919189
	Iteration 25Q: 3 clusters Score -1.336915e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -13369638.000000 Penalty: 3754.919189
	Iteration 26Q: 3 clusters Score -1.336964e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -13370075.000000 Penalty: 3754.919189
	Iteration 27Q: 3 clusters Score -1.337008e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -13370449.000000 Penalty: 3754.919189
	Iteration 28Q: 3 clusters Score -1.337045e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -13370873.000000 Penalty: 3754.919189
	Iteration 29Q: 3 clusters Score -1.337087e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -13371282.000000 Penalty: 3754.919189
	Iteration 30Q: 3 clusters Score -1.337128e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -13371538.000000 Penalty: 3754.919189
	Iteration 31Q: 3 clusters Score -1.337154e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -13371840.000000 Penalty: 3754.919189
	Iteration 32Q: 3 clusters Score -1.337184e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98537 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -13372055.000000 Penalty: 3754.919189
	Iteration 33Q: 3 clusters Score -1.337206e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99321 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -13372300.000000 Penalty: 3754.919189
	Iteration 34Q: 3 clusters Score -1.33723e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100014 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -13372372.000000 Penalty: 3754.919189
	Iteration 35Q: 3 clusters Score -1.337237e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -13372561.000000 Penalty: 3754.919189
	Iteration 36Q: 3 clusters Score -1.337256e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -13372595.000000 Penalty: 3754.919189
	Iteration 37Q: 3 clusters Score -1.33726e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -13372700.000000 Penalty: 3754.919189
	Iteration 38Q: 3 clusters Score -1.33727e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -13372718.000000 Penalty: 3754.919189
	Iteration 39Q: 3 clusters Score -1.337272e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -13372742.000000 Penalty: 3754.919189
	Iteration 40F: 3 clusters Score -1.337274e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -13372778.000000 Penalty: 3754.919189
	Iteration 41Q: 3 clusters Score -1.337278e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13372764.000000 Penalty: 3754.919189
	Iteration 42Q: 3 clusters Score -1.337276e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13372772.000000 Penalty: 3754.919189
	Iteration 43Q: 3 clusters Score -1.337277e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13372792.000000 Penalty: 3754.919189
	Iteration 44Q: 3 clusters Score -1.337279e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13372794.000000 Penalty: 3754.919189
	Iteration 45Q: 3 clusters Score -1.337279e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13372817.000000 Penalty: 3754.919189
	Iteration 46Q: 3 clusters Score -1.337282e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13372813.000000 Penalty: 3754.919189
	Iteration 47Q: 3 clusters Score -1.337281e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -13372799.000000 Penalty: 3754.919189
	Iteration 48Q: 3 clusters Score -1.33728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13372785.000000 Penalty: 3754.919189
	Iteration 49Q: 3 clusters Score -1.337278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13372774.000000 Penalty: 3754.919189
	Iteration 50Q: 3 clusters Score -1.337277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13372771.000000 Penalty: 3754.919189
	Iteration 51Q: 3 clusters Score -1.337277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -13372780.000000 Penalty: 3754.919189
	Iteration 52Q: 3 clusters Score -1.337278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -13372786.000000 Penalty: 3754.919189
	Iteration 53Q: 3 clusters Score -1.337279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13372784.000000 Penalty: 3754.919189
	Iteration 54Q: 3 clusters Score -1.337278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -13372785.000000 Penalty: 3754.919189
	Iteration 55Q: 3 clusters Score -1.337278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13372762.000000 Penalty: 3754.919189
	Iteration 56Q: 3 clusters Score -1.337276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -13372759.000000 Penalty: 3754.919189
	Iteration 57Q: 3 clusters Score -1.337276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13372769.000000 Penalty: 3754.919189
	Iteration 58Q: 3 clusters Score -1.337277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13372761.000000 Penalty: 3754.919189
	Iteration 59Q: 3 clusters Score -1.337276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103554 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13372753.000000 Penalty: 3754.919189
	Iteration 60F: 3 clusters Score -1.337275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103558 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13372743.000000 Penalty: 3754.919189
	Iteration 61Q: 3 clusters Score -1.337274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13372741.000000 Penalty: 3754.919189
	Iteration 62Q: 3 clusters Score -1.337274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -13372742.000000 Penalty: 3754.919189
	Iteration 63Q: 3 clusters Score -1.337274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103572 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13372754.000000 Penalty: 3754.919189
	Iteration 64Q: 3 clusters Score -1.337275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -13372735.000000 Penalty: 3754.919189
	Iteration 65Q: 3 clusters Score -1.337274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -13372730.000000 Penalty: 3754.919189
	Iteration 66Q: 3 clusters Score -1.337273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13372740.000000 Penalty: 3754.919189
	Iteration 67Q: 3 clusters Score -1.337274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13372741.000000 Penalty: 3754.919189
	Iteration 68Q: 3 clusters Score -1.337274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13372738.000000 Penalty: 3754.919189
	Iteration 69Q: 3 clusters Score -1.337274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13372736.000000 Penalty: 3754.919189
	Iteration 70Q: 3 clusters Score -1.337274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13372740.000000 Penalty: 3754.919189
	Iteration 71Q: 3 clusters Score -1.337274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13372735.000000 Penalty: 3754.919189
	Iteration 72Q: 3 clusters Score -1.337274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13372740.000000 Penalty: 3754.919189
	Iteration 73Q: 3 clusters Score -1.337274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13372740.000000 Penalty: 3754.919189
	Iteration 74F: 3 clusters Score -1.337274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30122.404297 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30122.4 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 144 members 
Entering Unmasked Estep 
Score: -29276.457031 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29276.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29367.597656 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29367.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29389.845703 Penalty: 1835.916626
	Iteration 2F: 3 clusters Score -29389.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29411.333984 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -29411.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29416.412109 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29416.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29421.826172 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29421.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29436.636719 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -29436.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29445.291016 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -29445.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29448.017578 Penalty: 1835.916626
	Iteration 8Q: 3 clusters Score -29448.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29448.267578 Penalty: 1835.916626
	Iteration 9Q: 3 clusters Score -29448.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29448.267578 Penalty: 1835.916626
	Iteration 10F: 3 clusters Score -29448.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -18816.548828 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -18816.55 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 136 members 
Entering Unmasked Estep 
Score: -18084.607422 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -18084.61 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18401.984375 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -18401.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18567.214844 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -18567.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18678.365234 Penalty: 1840.462158
	Iteration 3F: 3 clusters Score -18678.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18733.291016 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -18733.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18735.699219 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -18735.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18739.890625 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -18739.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18740.312500 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -18740.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18740.312500 Penalty: 1840.462158
	Iteration 8F: 3 clusters Score -18740.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -31579.572266 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -31579.57 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 160 members 
Entering Unmasked Estep 
Score: -30730.015625 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -30730.02 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30920.875000 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -30920.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30960.585938 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -30960.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30985.187500 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -30985.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31003.416016 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -31003.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31022.705078 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -31022.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31041.333984 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -31041.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31067.458984 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -31067.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31076.494141 Penalty: 1889.592529
	Iteration 8Q: 3 clusters Score -31076.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31082.736328 Penalty: 1889.592529
	Iteration 9Q: 3 clusters Score -31082.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31082.736328 Penalty: 1889.592529
	Iteration 10F: 3 clusters Score -31082.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -505078.437500 Penalty: 1352.230957
	Iteration 0F: 2 clusters Score -505078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -501704.125000 Penalty: 2704.461914
	Iteration 0F: 3 clusters Score -501704.1 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -502591.093750 Penalty: 2704.461914
	Iteration 1F: 3 clusters Score -502591.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -502778.656250 Penalty: 2704.461914
	Iteration 2F: 3 clusters Score -502778.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -502904.250000 Penalty: 2704.461914
	Iteration 3F: 3 clusters Score -502904.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -502983.437500 Penalty: 2704.461914
	Iteration 4Q: 3 clusters Score -502983.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -503061.218750 Penalty: 2704.461914
	Iteration 5Q: 3 clusters Score -503061.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -503149.093750 Penalty: 2704.461914
	Iteration 6Q: 3 clusters Score -503149.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -503231.781250 Penalty: 2704.461914
	Iteration 7Q: 3 clusters Score -503231.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -503304.906250 Penalty: 2704.461914
	Iteration 8Q: 3 clusters Score -503304.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -503374.718750 Penalty: 2704.461914
	Iteration 9Q: 3 clusters Score -503374.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -503456.625000 Penalty: 2704.461914
	Iteration 10Q: 3 clusters Score -503456.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -503534.781250 Penalty: 2704.461914
	Iteration 11Q: 3 clusters Score -503534.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -503613.593750 Penalty: 2704.461914
	Iteration 12Q: 3 clusters Score -503613.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -503680.093750 Penalty: 2704.461914
	Iteration 13Q: 3 clusters Score -503680.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -503749.906250 Penalty: 2704.461914
	Iteration 14Q: 3 clusters Score -503749.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -503800.406250 Penalty: 2704.461914
	Iteration 15Q: 3 clusters Score -503800.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -503851.468750 Penalty: 2704.461914
	Iteration 16Q: 3 clusters Score -503851.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -503897.062500 Penalty: 2704.461914
	Iteration 17Q: 3 clusters Score -503897.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -503936.812500 Penalty: 2704.461914
	Iteration 18Q: 3 clusters Score -503936.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -503961.218750 Penalty: 2704.461914
	Iteration 19Q: 3 clusters Score -503961.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -503978.375000 Penalty: 2704.461914
	Iteration 20F: 3 clusters Score -503978.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -503988.625000 Penalty: 2704.461914
	Iteration 21Q: 3 clusters Score -503988.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -504000.343750 Penalty: 2704.461914
	Iteration 22Q: 3 clusters Score -504000.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -504013.656250 Penalty: 2704.461914
	Iteration 23Q: 3 clusters Score -504013.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -504026.656250 Penalty: 2704.461914
	Iteration 24Q: 3 clusters Score -504026.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -504036.156250 Penalty: 2704.461914
	Iteration 25Q: 3 clusters Score -504036.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -504045.437500 Penalty: 2704.461914
	Iteration 26Q: 3 clusters Score -504045.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -504053.031250 Penalty: 2704.461914
	Iteration 27Q: 3 clusters Score -504053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -504062.031250 Penalty: 2704.461914
	Iteration 28Q: 3 clusters Score -504062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -504066.468750 Penalty: 2704.461914
	Iteration 29Q: 3 clusters Score -504066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -504069.468750 Penalty: 2704.461914
	Iteration 30Q: 3 clusters Score -504069.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -504072.812500 Penalty: 2704.461914
	Iteration 31Q: 3 clusters Score -504072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -504075.531250 Penalty: 2704.461914
	Iteration 32Q: 3 clusters Score -504075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -504078.625000 Penalty: 2704.461914
	Iteration 33Q: 3 clusters Score -504078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -504080.593750 Penalty: 2704.461914
	Iteration 34Q: 3 clusters Score -504080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -504081.750000 Penalty: 2704.461914
	Iteration 35Q: 3 clusters Score -504081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -504083.343750 Penalty: 2704.461914
	Iteration 36Q: 3 clusters Score -504083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -504085.593750 Penalty: 2704.461914
	Iteration 37Q: 3 clusters Score -504085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -504085.593750 Penalty: 2704.461914
	Iteration 38F: 3 clusters Score -504085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Entering Unmasked Estep 
Score: -1913710.625000 Penalty: 1559.771118
	Iteration 0F: 2 clusters Score -1913711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1903495.750000 Penalty: 3119.542236
	Iteration 0F: 3 clusters Score -1903496 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1907018.125000 Penalty: 3119.542236
	Iteration 1F: 3 clusters Score -1907018 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1907301.125000 Penalty: 3119.542236
	Iteration 2F: 3 clusters Score -1907301 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1907557.500000 Penalty: 3119.542236
	Iteration 3Q: 3 clusters Score -1907558 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1907792.125000 Penalty: 3119.542236
	Iteration 4Q: 3 clusters Score -1907792 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1908048.375000 Penalty: 3119.542236
	Iteration 5Q: 3 clusters Score -1908048 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1908378.875000 Penalty: 3119.542236
	Iteration 6Q: 3 clusters Score -1908379 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1908802.375000 Penalty: 3119.542236
	Iteration 7F: 3 clusters Score -1908802 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1909326.500000 Penalty: 3119.542236
	Iteration 8F: 3 clusters Score -1909326 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1909889.125000 Penalty: 3119.542236
	Iteration 9F: 3 clusters Score -1909889 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1910469.000000 Penalty: 3119.542236
	Iteration 10F: 3 clusters Score -1910469 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1910908.750000 Penalty: 3119.542236
	Iteration 11Q: 3 clusters Score -1910909 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1911146.125000 Penalty: 3119.542236
	Iteration 12Q: 3 clusters Score -1911146 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1911253.125000 Penalty: 3119.542236
	Iteration 13Q: 3 clusters Score -1911253 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1911319.625000 Penalty: 3119.542236
	Iteration 14Q: 3 clusters Score -1911320 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1911361.250000 Penalty: 3119.542236
	Iteration 15Q: 3 clusters Score -1911361 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1911400.375000 Penalty: 3119.542236
	Iteration 16Q: 3 clusters Score -1911400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1911425.875000 Penalty: 3119.542236
	Iteration 17Q: 3 clusters Score -1911426 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1911467.125000 Penalty: 3119.542236
	Iteration 18Q: 3 clusters Score -1911467 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1911493.375000 Penalty: 3119.542236
	Iteration 19Q: 3 clusters Score -1911493 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1911531.250000 Penalty: 3119.542236
	Iteration 20F: 3 clusters Score -1911531 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1911553.750000 Penalty: 3119.542236
	Iteration 21Q: 3 clusters Score -1911554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1911582.000000 Penalty: 3119.542236
	Iteration 22Q: 3 clusters Score -1911582 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1911607.750000 Penalty: 3119.542236
	Iteration 23Q: 3 clusters Score -1911608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1911629.875000 Penalty: 3119.542236
	Iteration 24Q: 3 clusters Score -1911630 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1911651.750000 Penalty: 3119.542236
	Iteration 25Q: 3 clusters Score -1911652 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1911674.125000 Penalty: 3119.542236
	Iteration 26Q: 3 clusters Score -1911674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1911705.125000 Penalty: 3119.542236
	Iteration 27Q: 3 clusters Score -1911705 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1911715.250000 Penalty: 3119.542236
	Iteration 28Q: 3 clusters Score -1911715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1911735.250000 Penalty: 3119.542236
	Iteration 29Q: 3 clusters Score -1911735 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1911754.250000 Penalty: 3119.542236
	Iteration 30Q: 3 clusters Score -1911754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1911778.500000 Penalty: 3119.542236
	Iteration 31Q: 3 clusters Score -1911778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1911796.125000 Penalty: 3119.542236
	Iteration 32Q: 3 clusters Score -1911796 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1911821.250000 Penalty: 3119.542236
	Iteration 33Q: 3 clusters Score -1911821 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1911849.000000 Penalty: 3119.542236
	Iteration 34Q: 3 clusters Score -1911849 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1911871.125000 Penalty: 3119.542236
	Iteration 35Q: 3 clusters Score -1911871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1911894.000000 Penalty: 3119.542236
	Iteration 36Q: 3 clusters Score -1911894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1911912.625000 Penalty: 3119.542236
	Iteration 37Q: 3 clusters Score -1911913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1911916.875000 Penalty: 3119.542236
	Iteration 38Q: 3 clusters Score -1911917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1911933.000000 Penalty: 3119.542236
	Iteration 39Q: 3 clusters Score -1911933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1911940.125000 Penalty: 3119.542236
	Iteration 40F: 3 clusters Score -1911940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1911958.750000 Penalty: 3119.542236
	Iteration 41Q: 3 clusters Score -1911959 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1911979.125000 Penalty: 3119.542236
	Iteration 42Q: 3 clusters Score -1911979 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1912003.125000 Penalty: 3119.542236
	Iteration 43Q: 3 clusters Score -1912003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1912018.500000 Penalty: 3119.542236
	Iteration 44Q: 3 clusters Score -1912018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1912037.250000 Penalty: 3119.542236
	Iteration 45Q: 3 clusters Score -1912037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1912052.500000 Penalty: 3119.542236
	Iteration 46Q: 3 clusters Score -1912052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1912075.125000 Penalty: 3119.542236
	Iteration 47Q: 3 clusters Score -1912075 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1912089.250000 Penalty: 3119.542236
	Iteration 48Q: 3 clusters Score -1912089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1912106.500000 Penalty: 3119.542236
	Iteration 49Q: 3 clusters Score -1912106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1912121.500000 Penalty: 3119.542236
	Iteration 50Q: 3 clusters Score -1912122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1912127.375000 Penalty: 3119.542236
	Iteration 51Q: 3 clusters Score -1912127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1912134.125000 Penalty: 3119.542236
	Iteration 52Q: 3 clusters Score -1912134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1912149.875000 Penalty: 3119.542236
	Iteration 53Q: 3 clusters Score -1912150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1912154.000000 Penalty: 3119.542236
	Iteration 54Q: 3 clusters Score -1912154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1912163.375000 Penalty: 3119.542236
	Iteration 55Q: 3 clusters Score -1912163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1912168.500000 Penalty: 3119.542236
	Iteration 56Q: 3 clusters Score -1912168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1912169.750000 Penalty: 3119.542236
	Iteration 57Q: 3 clusters Score -1912170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1912175.875000 Penalty: 3119.542236
	Iteration 58Q: 3 clusters Score -1912176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1912186.375000 Penalty: 3119.542236
	Iteration 59Q: 3 clusters Score -1912186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1912194.250000 Penalty: 3119.542236
	Iteration 60F: 3 clusters Score -1912194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1912204.125000 Penalty: 3119.542236
	Iteration 61Q: 3 clusters Score -1912204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1912212.875000 Penalty: 3119.542236
	Iteration 62Q: 3 clusters Score -1912213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1912219.500000 Penalty: 3119.542236
	Iteration 63Q: 3 clusters Score -1912220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1912226.875000 Penalty: 3119.542236
	Iteration 64Q: 3 clusters Score -1912227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1912231.250000 Penalty: 3119.542236
	Iteration 65Q: 3 clusters Score -1912231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1912241.375000 Penalty: 3119.542236
	Iteration 66Q: 3 clusters Score -1912241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1912246.875000 Penalty: 3119.542236
	Iteration 67Q: 3 clusters Score -1912247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1912253.250000 Penalty: 3119.542236
	Iteration 68Q: 3 clusters Score -1912253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1912256.375000 Penalty: 3119.542236
	Iteration 69Q: 3 clusters Score -1912256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1912263.250000 Penalty: 3119.542236
	Iteration 70Q: 3 clusters Score -1912263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1912266.375000 Penalty: 3119.542236
	Iteration 71Q: 3 clusters Score -1912266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1912270.500000 Penalty: 3119.542236
	Iteration 72Q: 3 clusters Score -1912270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1912278.125000 Penalty: 3119.542236
	Iteration 73Q: 3 clusters Score -1912278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1912282.000000 Penalty: 3119.542236
	Iteration 74Q: 3 clusters Score -1912282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1912288.500000 Penalty: 3119.542236
	Iteration 75Q: 3 clusters Score -1912288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1912290.250000 Penalty: 3119.542236
	Iteration 76Q: 3 clusters Score -1912290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1912293.625000 Penalty: 3119.542236
	Iteration 77Q: 3 clusters Score -1912294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1912293.250000 Penalty: 3119.542236
	Iteration 78Q: 3 clusters Score -1912293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1912292.500000 Penalty: 3119.542236
	Iteration 79Q: 3 clusters Score -1912292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1912291.625000 Penalty: 3119.542236
	Iteration 80F: 3 clusters Score -1912292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1912292.625000 Penalty: 3119.542236
	Iteration 81Q: 3 clusters Score -1912293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1912293.000000 Penalty: 3119.542236
	Iteration 82Q: 3 clusters Score -1912293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1912296.875000 Penalty: 3119.542236
	Iteration 83Q: 3 clusters Score -1912297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1912298.875000 Penalty: 3119.542236
	Iteration 84Q: 3 clusters Score -1912299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1912299.250000 Penalty: 3119.542236
	Iteration 85Q: 3 clusters Score -1912299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1912303.250000 Penalty: 3119.542236
	Iteration 86Q: 3 clusters Score -1912303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1912305.000000 Penalty: 3119.542236
	Iteration 87Q: 3 clusters Score -1912305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1912306.000000 Penalty: 3119.542236
	Iteration 88Q: 3 clusters Score -1912306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1912304.875000 Penalty: 3119.542236
	Iteration 89Q: 3 clusters Score -1912305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1912311.875000 Penalty: 3119.542236
	Iteration 90Q: 3 clusters Score -1912312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1912316.000000 Penalty: 3119.542236
	Iteration 91Q: 3 clusters Score -1912316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1912319.500000 Penalty: 3119.542236
	Iteration 92Q: 3 clusters Score -1912320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1912328.250000 Penalty: 3119.542236
	Iteration 93Q: 3 clusters Score -1912328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1912332.500000 Penalty: 3119.542236
	Iteration 94Q: 3 clusters Score -1912332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1912334.750000 Penalty: 3119.542236
	Iteration 95Q: 3 clusters Score -1912335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1912335.125000 Penalty: 3119.542236
	Iteration 96Q: 3 clusters Score -1912335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1912336.250000 Penalty: 3119.542236
	Iteration 97Q: 3 clusters Score -1912336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1912335.625000 Penalty: 3119.542236
	Iteration 98Q: 3 clusters Score -1912336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1912338.125000 Penalty: 3119.542236
	Iteration 99Q: 3 clusters Score -1912338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1912335.875000 Penalty: 3119.542236
	Iteration 100F: 3 clusters Score -1912336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1912340.500000 Penalty: 3119.542236
	Iteration 101Q: 3 clusters Score -1912340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1912337.750000 Penalty: 3119.542236
	Iteration 102Q: 3 clusters Score -1912338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1912337.375000 Penalty: 3119.542236
	Iteration 103Q: 3 clusters Score -1912337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1912337.000000 Penalty: 3119.542236
	Iteration 104Q: 3 clusters Score -1912337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1912336.125000 Penalty: 3119.542236
	Iteration 105Q: 3 clusters Score -1912336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1912338.875000 Penalty: 3119.542236
	Iteration 106Q: 3 clusters Score -1912339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1912339.250000 Penalty: 3119.542236
	Iteration 107Q: 3 clusters Score -1912339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1912340.000000 Penalty: 3119.542236
	Iteration 108Q: 3 clusters Score -1912340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1912340.625000 Penalty: 3119.542236
	Iteration 109Q: 3 clusters Score -1912341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1912340.375000 Penalty: 3119.542236
	Iteration 110Q: 3 clusters Score -1912340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1912339.625000 Penalty: 3119.542236
	Iteration 111Q: 3 clusters Score -1912340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1912340.375000 Penalty: 3119.542236
	Iteration 112Q: 3 clusters Score -1912340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1912340.000000 Penalty: 3119.542236
	Iteration 113Q: 3 clusters Score -1912340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1912340.000000 Penalty: 3119.542236
	Iteration 114F: 3 clusters Score -1912340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Entering Unmasked Estep 
Score: -2638165.500000 Penalty: 1613.154907
	Iteration 0F: 2 clusters Score -2638166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2624210.000000 Penalty: 3226.309814
	Iteration 0F: 3 clusters Score -2624210 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2629272.750000 Penalty: 3226.309814
	Iteration 1F: 3 clusters Score -2629273 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2629600.500000 Penalty: 3226.309814
	Iteration 2Q: 3 clusters Score -2629600 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2629904.000000 Penalty: 3226.309814
	Iteration 3Q: 3 clusters Score -2629904 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2630236.750000 Penalty: 3226.309814
	Iteration 4Q: 3 clusters Score -2630237 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2630649.500000 Penalty: 3226.309814
	Iteration 5Q: 3 clusters Score -2630650 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2631211.250000 Penalty: 3226.309814
	Iteration 6Q: 3 clusters Score -2631211 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2631986.250000 Penalty: 3226.309814
	Iteration 7F: 3 clusters Score -2631986 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2632903.000000 Penalty: 3226.309814
	Iteration 8F: 3 clusters Score -2632903 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2634024.500000 Penalty: 3226.309814
	Iteration 9F: 3 clusters Score -2634024 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2634985.750000 Penalty: 3226.309814
	Iteration 10F: 3 clusters Score -2634986 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2635641.500000 Penalty: 3226.309814
	Iteration 11Q: 3 clusters Score -2635642 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2636006.000000 Penalty: 3226.309814
	Iteration 12Q: 3 clusters Score -2636006 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2636207.250000 Penalty: 3226.309814
	Iteration 13Q: 3 clusters Score -2636207 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2636327.250000 Penalty: 3226.309814
	Iteration 14Q: 3 clusters Score -2636327 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2636402.000000 Penalty: 3226.309814
	Iteration 15Q: 3 clusters Score -2636402 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2636459.500000 Penalty: 3226.309814
	Iteration 16Q: 3 clusters Score -2636460 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2636507.000000 Penalty: 3226.309814
	Iteration 17Q: 3 clusters Score -2636507 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2636545.250000 Penalty: 3226.309814
	Iteration 18Q: 3 clusters Score -2636545 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2636577.250000 Penalty: 3226.309814
	Iteration 19Q: 3 clusters Score -2636577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2636586.750000 Penalty: 3226.309814
	Iteration 20F: 3 clusters Score -2636587 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2636610.250000 Penalty: 3226.309814
	Iteration 21Q: 3 clusters Score -2636610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2636634.500000 Penalty: 3226.309814
	Iteration 22Q: 3 clusters Score -2636634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2636649.000000 Penalty: 3226.309814
	Iteration 23Q: 3 clusters Score -2636649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2636662.750000 Penalty: 3226.309814
	Iteration 24Q: 3 clusters Score -2636663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2636680.000000 Penalty: 3226.309814
	Iteration 25Q: 3 clusters Score -2636680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2636702.250000 Penalty: 3226.309814
	Iteration 26Q: 3 clusters Score -2636702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2636701.750000 Penalty: 3226.309814
	Iteration 27Q: 3 clusters Score -2636702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2636717.000000 Penalty: 3226.309814
	Iteration 28Q: 3 clusters Score -2636717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2636735.500000 Penalty: 3226.309814
	Iteration 29Q: 3 clusters Score -2636736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2636749.250000 Penalty: 3226.309814
	Iteration 30Q: 3 clusters Score -2636749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2636759.500000 Penalty: 3226.309814
	Iteration 31Q: 3 clusters Score -2636760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2636767.750000 Penalty: 3226.309814
	Iteration 32Q: 3 clusters Score -2636768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2636770.250000 Penalty: 3226.309814
	Iteration 33Q: 3 clusters Score -2636770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2636764.500000 Penalty: 3226.309814
	Iteration 34Q: 3 clusters Score -2636764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2636768.250000 Penalty: 3226.309814
	Iteration 35Q: 3 clusters Score -2636768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2636777.500000 Penalty: 3226.309814
	Iteration 36Q: 3 clusters Score -2636778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2636782.250000 Penalty: 3226.309814
	Iteration 37Q: 3 clusters Score -2636782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2636782.500000 Penalty: 3226.309814
	Iteration 38Q: 3 clusters Score -2636782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2636789.750000 Penalty: 3226.309814
	Iteration 39Q: 3 clusters Score -2636790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2636790.500000 Penalty: 3226.309814
	Iteration 40F: 3 clusters Score -2636790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2636786.750000 Penalty: 3226.309814
	Iteration 41Q: 3 clusters Score -2636787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2636786.000000 Penalty: 3226.309814
	Iteration 42Q: 3 clusters Score -2636786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2636789.750000 Penalty: 3226.309814
	Iteration 43Q: 3 clusters Score -2636790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2636797.750000 Penalty: 3226.309814
	Iteration 44Q: 3 clusters Score -2636798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2636800.250000 Penalty: 3226.309814
	Iteration 45Q: 3 clusters Score -2636800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2636806.750000 Penalty: 3226.309814
	Iteration 46Q: 3 clusters Score -2636807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2636805.500000 Penalty: 3226.309814
	Iteration 47Q: 3 clusters Score -2636806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2636803.500000 Penalty: 3226.309814
	Iteration 48Q: 3 clusters Score -2636804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2636803.500000 Penalty: 3226.309814
	Iteration 49Q: 3 clusters Score -2636804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2636809.500000 Penalty: 3226.309814
	Iteration 50Q: 3 clusters Score -2636810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2636810.500000 Penalty: 3226.309814
	Iteration 51Q: 3 clusters Score -2636810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2636810.750000 Penalty: 3226.309814
	Iteration 52Q: 3 clusters Score -2636811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2636813.500000 Penalty: 3226.309814
	Iteration 53Q: 3 clusters Score -2636814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2636820.750000 Penalty: 3226.309814
	Iteration 54Q: 3 clusters Score -2636821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2636815.000000 Penalty: 3226.309814
	Iteration 55Q: 3 clusters Score -2636815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2636819.750000 Penalty: 3226.309814
	Iteration 56Q: 3 clusters Score -2636820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2636818.750000 Penalty: 3226.309814
	Iteration 57Q: 3 clusters Score -2636819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2636818.750000 Penalty: 3226.309814
	Iteration 58Q: 3 clusters Score -2636819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2636818.500000 Penalty: 3226.309814
	Iteration 59Q: 3 clusters Score -2636818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2636819.750000 Penalty: 3226.309814
	Iteration 60F: 3 clusters Score -2636820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -113485.460938 Penalty: 1115.537720
	Iteration 0F: 2 clusters Score -113485.5 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 465 members 
Entering Unmasked Estep 
Score: -112114.703125 Penalty: 2231.075439
	Iteration 0F: 3 clusters Score -112114.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112389.296875 Penalty: 2231.075439
	Iteration 1F: 3 clusters Score -112389.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112479.226562 Penalty: 2231.075439
	Iteration 2F: 3 clusters Score -112479.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112535.765625 Penalty: 2231.075439
	Iteration 3Q: 3 clusters Score -112535.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -112568.070312 Penalty: 2231.075439
	Iteration 4Q: 3 clusters Score -112568.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112598.257812 Penalty: 2231.075439
	Iteration 5Q: 3 clusters Score -112598.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112617.921875 Penalty: 2231.075439
	Iteration 6Q: 3 clusters Score -112617.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112632.125000 Penalty: 2231.075439
	Iteration 7Q: 3 clusters Score -112632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112644.250000 Penalty: 2231.075439
	Iteration 8Q: 3 clusters Score -112644.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112654.945312 Penalty: 2231.075439
	Iteration 9Q: 3 clusters Score -112654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112665.078125 Penalty: 2231.075439
	Iteration 10Q: 3 clusters Score -112665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112667.312500 Penalty: 2231.075439
	Iteration 11Q: 3 clusters Score -112667.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112670.085938 Penalty: 2231.075439
	Iteration 12Q: 3 clusters Score -112670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112671.500000 Penalty: 2231.075439
	Iteration 13Q: 3 clusters Score -112671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112674.531250 Penalty: 2231.075439
	Iteration 14Q: 3 clusters Score -112674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112675.742188 Penalty: 2231.075439
	Iteration 15Q: 3 clusters Score -112675.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112675.742188 Penalty: 2231.075439
	Iteration 16F: 3 clusters Score -112675.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -18777.537109 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -18777.54 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 107 members 
Entering Unmasked Estep 
Score: -18105.863281 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -18105.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18295.000000 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -18295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18355.857422 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -18355.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18374.396484 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -18374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18415.390625 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -18415.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18417.429688 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -18417.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18417.429688 Penalty: 1728.389038
	Iteration 6F: 3 clusters Score -18417.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 5 contains 79624 members 
Mstep: Class 6 contains 9367 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94129 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 9946 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 13 contains 98138 members 
Mstep: Class 14 contains 104151 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 20478 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534232.000000 Penalty: 45115.199219
Iteration 239Q: 22 clusters Score -6.953423e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 21427 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 5 contains 79625 members 
Mstep: Class 6 contains 9351 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94137 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32151 members 
Mstep: Class 11 contains 9944 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 98139 members 
Mstep: Class 14 contains 104151 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4114 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 20508 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534232.000000 Penalty: 45115.199219
Iteration 240F: 22 clusters Score -6.953423e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 21432 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 5 contains 79622 members 
Mstep: Class 6 contains 9327 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94174 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32138 members 
Mstep: Class 11 contains 9943 members 
Mstep: Class 12 contains 7685 members 
Mstep: Class 13 contains 98127 members 
Mstep: Class 14 contains 104123 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 20563 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534352.000000 Penalty: 45115.199219
Iteration 241Q: 22 clusters Score -6.953435e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 21445 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 79618 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94215 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32131 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 12 contains 7685 members 
Mstep: Class 13 contains 98118 members 
Mstep: Class 14 contains 104100 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 20601 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534360.000000 Penalty: 45115.199219
Iteration 242Q: 22 clusters Score -6.953436e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 21452 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 5 contains 79624 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94249 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32129 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 12 contains 7688 members 
Mstep: Class 13 contains 98100 members 
Mstep: Class 14 contains 104083 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 14737 members 
Mstep: Class 20 contains 20644 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534472.000000 Penalty: 45115.199219
Iteration 243Q: 22 clusters Score -6.953447e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 21456 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 5 contains 79627 members 
Mstep: Class 6 contains 9276 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94278 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32115 members 
Mstep: Class 11 contains 9946 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 98092 members 
Mstep: Class 14 contains 104050 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 14731 members 
Mstep: Class 20 contains 20711 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534496.000000 Penalty: 45115.199219
Iteration 244Q: 22 clusters Score -6.95345e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 21460 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 79632 members 
Mstep: Class 6 contains 9260 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94289 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32090 members 
Mstep: Class 11 contains 9948 members 
Mstep: Class 12 contains 7694 members 
Mstep: Class 13 contains 98093 members 
Mstep: Class 14 contains 104010 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 14723 members 
Mstep: Class 20 contains 20794 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534480.000000 Penalty: 45115.199219
Iteration 245Q: 22 clusters Score -6.953448e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 21463 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 79629 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94285 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32055 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 12 contains 7702 members 
Mstep: Class 13 contains 98097 members 
Mstep: Class 14 contains 103977 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 14723 members 
Mstep: Class 20 contains 20902 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534512.000000 Penalty: 45115.199219
Iteration 246Q: 22 clusters Score -6.953451e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 79623 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94276 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 7705 members 
Mstep: Class 13 contains 98096 members 
Mstep: Class 14 contains 103953 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 21021 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534408.000000 Penalty: 45115.199219
Iteration 247Q: 22 clusters Score -6.953441e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 21463 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 79629 members 
Mstep: Class 6 contains 9218 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94265 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31987 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 7708 members 
Mstep: Class 13 contains 98086 members 
Mstep: Class 14 contains 103912 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 14713 members 
Mstep: Class 20 contains 21159 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534456.000000 Penalty: 45115.199219
Iteration 248Q: 22 clusters Score -6.953446e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 21463 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 5 contains 79638 members 
Mstep: Class 6 contains 9207 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94256 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31954 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 98070 members 
Mstep: Class 14 contains 103876 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 14695 members 
Mstep: Class 20 contains 21304 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534456.000000 Penalty: 45115.199219
Iteration 249Q: 22 clusters Score -6.953446e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 21437 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 5 contains 79644 members 
Mstep: Class 6 contains 9195 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94278 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 7703 members 
Mstep: Class 13 contains 98052 members 
Mstep: Class 14 contains 103824 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 14675 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 250Q: 22 clusters Score -6.953454e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 21427 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 5 contains 79647 members 
Mstep: Class 6 contains 9188 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 94302 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31896 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 7705 members 
Mstep: Class 13 contains 98021 members 
Mstep: Class 14 contains 103793 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 14649 members 
Mstep: Class 20 contains 21602 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 251Q: 22 clusters Score -6.953465e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 5 contains 79646 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94297 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31862 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 12 contains 7708 members 
Mstep: Class 13 contains 97993 members 
Mstep: Class 14 contains 103785 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 14624 members 
Mstep: Class 20 contains 21746 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 252Q: 22 clusters Score -6.953467e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 21422 members 
Mstep: Class 3 contains 3041 members 
Mstep: Class 5 contains 79658 members 
Mstep: Class 6 contains 9171 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94289 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31828 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 7710 members 
Mstep: Class 13 contains 97957 members 
Mstep: Class 14 contains 103790 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 14606 members 
Mstep: Class 20 contains 21855 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 253Q: 22 clusters Score -6.953457e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 21408 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 5 contains 79664 members 
Mstep: Class 6 contains 9164 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94289 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31798 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 7712 members 
Mstep: Class 13 contains 97928 members 
Mstep: Class 14 contains 103784 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 14596 members 
Mstep: Class 20 contains 21963 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 254Q: 22 clusters Score -6.95345e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 21400 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 5 contains 79674 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94303 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31773 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 7712 members 
Mstep: Class 13 contains 97910 members 
Mstep: Class 14 contains 103760 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 14595 members 
Mstep: Class 20 contains 22056 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 255Q: 22 clusters Score -6.953455e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 21389 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 5 contains 79678 members 
Mstep: Class 6 contains 9160 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94294 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31750 members 
Mstep: Class 11 contains 9956 members 
Mstep: Class 12 contains 7711 members 
Mstep: Class 13 contains 97892 members 
Mstep: Class 14 contains 103754 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 14586 members 
Mstep: Class 20 contains 22162 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 22 clusters Score -6.953453e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 21386 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 5 contains 79675 members 
Mstep: Class 6 contains 9153 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94313 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31729 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 7710 members 
Mstep: Class 13 contains 97874 members 
Mstep: Class 14 contains 103748 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 14578 members 
Mstep: Class 20 contains 22232 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 22 clusters Score -6.953465e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 21376 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 5 contains 79664 members 
Mstep: Class 6 contains 9146 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94353 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31711 members 
Mstep: Class 11 contains 9961 members 
Mstep: Class 12 contains 7713 members 
Mstep: Class 13 contains 97853 members 
Mstep: Class 14 contains 103731 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 14567 members 
Mstep: Class 20 contains 22305 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 258Q: 22 clusters Score -6.953469e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 21364 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 5 contains 79656 members 
Mstep: Class 6 contains 9141 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94404 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31696 members 
Mstep: Class 11 contains 9960 members 
Mstep: Class 12 contains 7717 members 
Mstep: Class 13 contains 97829 members 
Mstep: Class 14 contains 103713 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4138 members 
Mstep: Class 19 contains 14547 members 
Mstep: Class 20 contains 22366 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 259Q: 22 clusters Score -6.953476e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 21347 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 5 contains 79670 members 
Mstep: Class 6 contains 9132 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94440 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31680 members 
Mstep: Class 11 contains 9964 members 
Mstep: Class 12 contains 7720 members 
Mstep: Class 13 contains 97823 members 
Mstep: Class 14 contains 103673 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 22432 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 22 clusters Score -6.953471e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 21331 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 5 contains 79687 members 
Mstep: Class 6 contains 9125 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94456 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31660 members 
Mstep: Class 11 contains 9969 members 
Mstep: Class 12 contains 7718 members 
Mstep: Class 13 contains 97810 members 
Mstep: Class 14 contains 103638 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 14510 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 261Q: 22 clusters Score -6.953467e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 21313 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 79709 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94471 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31636 members 
Mstep: Class 11 contains 9970 members 
Mstep: Class 12 contains 7720 members 
Mstep: Class 13 contains 97790 members 
Mstep: Class 14 contains 103599 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4143 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 22607 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 262Q: 22 clusters Score -6.953476e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 21300 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 5 contains 79711 members 
Mstep: Class 6 contains 9102 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94502 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31626 members 
Mstep: Class 11 contains 9966 members 
Mstep: Class 12 contains 7725 members 
Mstep: Class 13 contains 97763 members 
Mstep: Class 14 contains 103567 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 14494 members 
Mstep: Class 20 contains 22714 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 263Q: 22 clusters Score -6.95348e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 21281 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 5 contains 79720 members 
Mstep: Class 6 contains 9084 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94522 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31613 members 
Mstep: Class 11 contains 9969 members 
Mstep: Class 12 contains 7731 members 
Mstep: Class 13 contains 97745 members 
Mstep: Class 14 contains 103537 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4148 members 
Mstep: Class 19 contains 14475 members 
Mstep: Class 20 contains 22817 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 264Q: 22 clusters Score -6.953484e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 21273 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 5 contains 79725 members 
Mstep: Class 6 contains 9062 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94542 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31589 members 
Mstep: Class 11 contains 9972 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 97723 members 
Mstep: Class 14 contains 103502 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4149 members 
Mstep: Class 19 contains 14464 members 
Mstep: Class 20 contains 22938 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534840.000000 Penalty: 45115.199219
Iteration 265Q: 22 clusters Score -6.953484e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 21268 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 5 contains 79725 members 
Mstep: Class 6 contains 9040 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94570 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31572 members 
Mstep: Class 11 contains 9974 members 
Mstep: Class 12 contains 7739 members 
Mstep: Class 13 contains 97691 members 
Mstep: Class 14 contains 103454 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4149 members 
Mstep: Class 19 contains 14450 members 
Mstep: Class 20 contains 23076 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 266Q: 22 clusters Score -6.953489e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 21269 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 5 contains 79725 members 
Mstep: Class 6 contains 9024 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94607 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31558 members 
Mstep: Class 11 contains 9975 members 
Mstep: Class 12 contains 7745 members 
Mstep: Class 13 contains 97648 members 
Mstep: Class 14 contains 103434 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4146 members 
Mstep: Class 19 contains 14438 members 
Mstep: Class 20 contains 23173 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 267Q: 22 clusters Score -6.953498e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 21270 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 5 contains 79722 members 
Mstep: Class 6 contains 9009 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94634 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31537 members 
Mstep: Class 11 contains 9974 members 
Mstep: Class 12 contains 7748 members 
Mstep: Class 13 contains 97615 members 
Mstep: Class 14 contains 103412 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4149 members 
Mstep: Class 19 contains 14423 members 
Mstep: Class 20 contains 23274 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 268Q: 22 clusters Score -6.953495e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 21273 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 5 contains 79704 members 
Mstep: Class 6 contains 9002 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94653 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31516 members 
Mstep: Class 11 contains 9977 members 
Mstep: Class 12 contains 7748 members 
Mstep: Class 13 contains 97593 members 
Mstep: Class 14 contains 103367 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 23393 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 269Q: 22 clusters Score -6.953504e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 5 contains 79689 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94680 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31506 members 
Mstep: Class 11 contains 9977 members 
Mstep: Class 12 contains 7750 members 
Mstep: Class 13 contains 97553 members 
Mstep: Class 14 contains 103313 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 14406 members 
Mstep: Class 20 contains 23523 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 270Q: 22 clusters Score -6.953503e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 21271 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 5 contains 79688 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94706 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31483 members 
Mstep: Class 11 contains 9980 members 
Mstep: Class 12 contains 7755 members 
Mstep: Class 13 contains 97529 members 
Mstep: Class 14 contains 103234 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4154 members 
Mstep: Class 19 contains 14395 members 
Mstep: Class 20 contains 23658 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 271Q: 22 clusters Score -6.9535e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 21266 members 
Mstep: Class 3 contains 3041 members 
Mstep: Class 5 contains 79671 members 
Mstep: Class 6 contains 8972 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94715 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31465 members 
Mstep: Class 11 contains 9986 members 
Mstep: Class 12 contains 7758 members 
Mstep: Class 13 contains 97501 members 
Mstep: Class 14 contains 103188 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4155 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 23783 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 272Q: 22 clusters Score -6.953509e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 21265 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 5 contains 79663 members 
Mstep: Class 6 contains 8958 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94737 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31443 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 7761 members 
Mstep: Class 13 contains 97468 members 
Mstep: Class 14 contains 103145 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 14395 members 
Mstep: Class 20 contains 23909 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 273Q: 22 clusters Score -6.953506e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 21274 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 5 contains 79655 members 
Mstep: Class 6 contains 8953 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94756 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31431 members 
Mstep: Class 11 contains 9998 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 97450 members 
Mstep: Class 14 contains 103097 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4148 members 
Mstep: Class 19 contains 14389 members 
Mstep: Class 20 contains 24009 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 274Q: 22 clusters Score -6.95351e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 21270 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 5 contains 79655 members 
Mstep: Class 6 contains 8947 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94786 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31419 members 
Mstep: Class 11 contains 9999 members 
Mstep: Class 12 contains 7762 members 
Mstep: Class 13 contains 97412 members 
Mstep: Class 14 contains 103064 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 14368 members 
Mstep: Class 20 contains 24126 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 275Q: 22 clusters Score -6.953518e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 21281 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 5 contains 79643 members 
Mstep: Class 6 contains 8934 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94816 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31413 members 
Mstep: Class 11 contains 10002 members 
Mstep: Class 12 contains 7757 members 
Mstep: Class 13 contains 97381 members 
Mstep: Class 14 contains 103004 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4151 members 
Mstep: Class 19 contains 14365 members 
Mstep: Class 20 contains 24228 members 
Mstep: Class 22 contains 935 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69535208.000000 Penalty: 45115.199219
Iteration 276Q: 22 clusters Score -6.953521e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 21290 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 5 contains 79635 members 
Mstep: Class 6 contains 8928 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94819 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31401 members 
Mstep: Class 11 contains 10007 members 
Mstep: Class 12 contains 7752 members 
Mstep: Class 13 contains 97358 members 
Mstep: Class 14 contains 102975 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4151 members 
Mstep: Class 19 contains 14362 members 
Mstep: Class 20 contains 24310 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69535160.000000 Penalty: 45115.199219
Iteration 277Q: 22 clusters Score -6.953516e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 21300 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 5 contains 79612 members 
Mstep: Class 6 contains 8919 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94827 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31384 members 
Mstep: Class 11 contains 10010 members 
Mstep: Class 12 contains 7746 members 
Mstep: Class 13 contains 97354 members 
Mstep: Class 14 contains 102942 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 14358 members 
Mstep: Class 20 contains 24408 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69535200.000000 Penalty: 45115.199219
Iteration 278Q: 22 clusters Score -6.95352e+07 nChanged 389
Entering ConstructFrom: 
Score: -69535200.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (48927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Entering Unmasked Estep 
Score: -6298401.000000 Penalty: 1754.688721
	Iteration 0F: 2 clusters Score -6298401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -6265629.000000 Penalty: 3509.377441
	Iteration 0F: 3 clusters Score -6265629 nChanged 22939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -6278804.500000 Penalty: 3509.377441
	Iteration 1F: 3 clusters Score -6278804 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -6279414.000000 Penalty: 3509.377441
	Iteration 2Q: 3 clusters Score -6279414 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6280118.500000 Penalty: 3509.377441
	Iteration 3Q: 3 clusters Score -6280118 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -6280836.500000 Penalty: 3509.377441
	Iteration 4Q: 3 clusters Score -6280836 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -6281679.000000 Penalty: 3509.377441
	Iteration 5Q: 3 clusters Score -6281679 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -6282594.000000 Penalty: 3509.377441
	Iteration 6Q: 3 clusters Score -6282594 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -6283587.000000 Penalty: 3509.377441
	Iteration 7Q: 3 clusters Score -6283587 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -6284656.000000 Penalty: 3509.377441
	Iteration 8Q: 3 clusters Score -6284656 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -6285825.000000 Penalty: 3509.377441
	Iteration 9Q: 3 clusters Score -6285825 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -6287145.000000 Penalty: 3509.377441
	Iteration 10F: 3 clusters Score -6287145 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -6288606.500000 Penalty: 3509.377441
	Iteration 11F: 3 clusters Score -6288606 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -6290289.500000 Penalty: 3509.377441
	Iteration 12F: 3 clusters Score -6290290 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -6291960.000000 Penalty: 3509.377441
	Iteration 13Q: 3 clusters Score -6291960 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6293549.500000 Penalty: 3509.377441
	Iteration 14Q: 3 clusters Score -6293550 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6294801.000000 Penalty: 3509.377441
	Iteration 15Q: 3 clusters Score -6294801 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6295677.000000 Penalty: 3509.377441
	Iteration 16Q: 3 clusters Score -6295677 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6296213.000000 Penalty: 3509.377441
	Iteration 17Q: 3 clusters Score -6296213 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6296527.000000 Penalty: 3509.377441
	Iteration 18Q: 3 clusters Score -6296527 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6296663.000000 Penalty: 3509.377441
	Iteration 19Q: 3 clusters Score -6296663 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6296754.500000 Penalty: 3509.377441
	Iteration 20F: 3 clusters Score -6296754 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6296806.500000 Penalty: 3509.377441
	Iteration 21Q: 3 clusters Score -6296806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6296829.000000 Penalty: 3509.377441
	Iteration 22Q: 3 clusters Score -6296829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6296851.000000 Penalty: 3509.377441
	Iteration 23Q: 3 clusters Score -6296851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6296869.500000 Penalty: 3509.377441
	Iteration 24Q: 3 clusters Score -6296870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6296887.500000 Penalty: 3509.377441
	Iteration 25Q: 3 clusters Score -6296888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6296885.500000 Penalty: 3509.377441
	Iteration 26Q: 3 clusters Score -6296886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6296902.500000 Penalty: 3509.377441
	Iteration 27Q: 3 clusters Score -6296902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6296918.500000 Penalty: 3509.377441
	Iteration 28Q: 3 clusters Score -6296918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6296929.500000 Penalty: 3509.377441
	Iteration 29Q: 3 clusters Score -6296930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6296942.000000 Penalty: 3509.377441
	Iteration 30Q: 3 clusters Score -6296942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6296948.000000 Penalty: 3509.377441
	Iteration 31Q: 3 clusters Score -6296948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6296957.500000 Penalty: 3509.377441
	Iteration 32Q: 3 clusters Score -6296958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6296957.000000 Penalty: 3509.377441
	Iteration 33Q: 3 clusters Score -6296957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6296957.000000 Penalty: 3509.377441
	Iteration 34F: 3 clusters Score -6296957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Entering Unmasked Estep 
Score: -2756571.500000 Penalty: 1619.550049
	Iteration 0F: 2 clusters Score -2756572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2742093.750000 Penalty: 3239.100098
	Iteration 0F: 3 clusters Score -2742094 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2747348.000000 Penalty: 3239.100098
	Iteration 1F: 3 clusters Score -2747348 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2747773.250000 Penalty: 3239.100098
	Iteration 2F: 3 clusters Score -2747773 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2748163.750000 Penalty: 3239.100098
	Iteration 3Q: 3 clusters Score -2748164 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2748600.250000 Penalty: 3239.100098
	Iteration 4Q: 3 clusters Score -2748600 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2749120.000000 Penalty: 3239.100098
	Iteration 5Q: 3 clusters Score -2749120 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2749803.750000 Penalty: 3239.100098
	Iteration 6F: 3 clusters Score -2749804 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2750559.000000 Penalty: 3239.100098
	Iteration 7F: 3 clusters Score -2750559 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2751458.250000 Penalty: 3239.100098
	Iteration 8F: 3 clusters Score -2751458 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2752423.750000 Penalty: 3239.100098
	Iteration 9F: 3 clusters Score -2752424 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2753369.750000 Penalty: 3239.100098
	Iteration 10F: 3 clusters Score -2753370 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2754087.500000 Penalty: 3239.100098
	Iteration 11Q: 3 clusters Score -2754088 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2754551.750000 Penalty: 3239.100098
	Iteration 12Q: 3 clusters Score -2754552 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2754784.500000 Penalty: 3239.100098
	Iteration 13Q: 3 clusters Score -2754784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2754925.500000 Penalty: 3239.100098
	Iteration 14Q: 3 clusters Score -2754926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2755023.750000 Penalty: 3239.100098
	Iteration 15Q: 3 clusters Score -2755024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2755082.000000 Penalty: 3239.100098
	Iteration 16Q: 3 clusters Score -2755082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2755120.500000 Penalty: 3239.100098
	Iteration 17Q: 3 clusters Score -2755120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2755141.250000 Penalty: 3239.100098
	Iteration 18Q: 3 clusters Score -2755141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2755159.750000 Penalty: 3239.100098
	Iteration 19Q: 3 clusters Score -2755160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2755172.250000 Penalty: 3239.100098
	Iteration 20F: 3 clusters Score -2755172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2755181.500000 Penalty: 3239.100098
	Iteration 21Q: 3 clusters Score -2755182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2755192.750000 Penalty: 3239.100098
	Iteration 22Q: 3 clusters Score -2755193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2755197.750000 Penalty: 3239.100098
	Iteration 23Q: 3 clusters Score -2755198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2755199.500000 Penalty: 3239.100098
	Iteration 24Q: 3 clusters Score -2755200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2755200.000000 Penalty: 3239.100098
	Iteration 25Q: 3 clusters Score -2755200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2755201.000000 Penalty: 3239.100098
	Iteration 26Q: 3 clusters Score -2755201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2755204.000000 Penalty: 3239.100098
	Iteration 27Q: 3 clusters Score -2755204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2755209.500000 Penalty: 3239.100098
	Iteration 28Q: 3 clusters Score -2755210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2755208.250000 Penalty: 3239.100098
	Iteration 29Q: 3 clusters Score -2755208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2755208.000000 Penalty: 3239.100098
	Iteration 30Q: 3 clusters Score -2755208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2755208.000000 Penalty: 3239.100098
	Iteration 31F: 3 clusters Score -2755208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -370463.968750 Penalty: 1303.560791
	Iteration 0F: 2 clusters Score -370464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -367700.093750 Penalty: 2607.121582
	Iteration 0F: 3 clusters Score -367700.1 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -368407.125000 Penalty: 2607.121582
	Iteration 1F: 3 clusters Score -368407.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -368535.468750 Penalty: 2607.121582
	Iteration 2F: 3 clusters Score -368535.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -368625.500000 Penalty: 2607.121582
	Iteration 3Q: 3 clusters Score -368625.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -368687.031250 Penalty: 2607.121582
	Iteration 4Q: 3 clusters Score -368687 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -368730.281250 Penalty: 2607.121582
	Iteration 5Q: 3 clusters Score -368730.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -368775.031250 Penalty: 2607.121582
	Iteration 6Q: 3 clusters Score -368775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -368824.218750 Penalty: 2607.121582
	Iteration 7Q: 3 clusters Score -368824.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -368877.656250 Penalty: 2607.121582
	Iteration 8Q: 3 clusters Score -368877.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -368931.906250 Penalty: 2607.121582
	Iteration 9Q: 3 clusters Score -368931.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -368971.406250 Penalty: 2607.121582
	Iteration 10Q: 3 clusters Score -368971.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -369010.312500 Penalty: 2607.121582
	Iteration 11Q: 3 clusters Score -369010.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -369048.031250 Penalty: 2607.121582
	Iteration 12Q: 3 clusters Score -369048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -369080.937500 Penalty: 2607.121582
	Iteration 13Q: 3 clusters Score -369080.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -369115.250000 Penalty: 2607.121582
	Iteration 14Q: 3 clusters Score -369115.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -369161.718750 Penalty: 2607.121582
	Iteration 15Q: 3 clusters Score -369161.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -369211.406250 Penalty: 2607.121582
	Iteration 16Q: 3 clusters Score -369211.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -369261.468750 Penalty: 2607.121582
	Iteration 17Q: 3 clusters Score -369261.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -369298.062500 Penalty: 2607.121582
	Iteration 18Q: 3 clusters Score -369298.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -369320.625000 Penalty: 2607.121582
	Iteration 19Q: 3 clusters Score -369320.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -369339.187500 Penalty: 2607.121582
	Iteration 20F: 3 clusters Score -369339.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -369354.031250 Penalty: 2607.121582
	Iteration 21Q: 3 clusters Score -369354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -369365.531250 Penalty: 2607.121582
	Iteration 22Q: 3 clusters Score -369365.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -369377.156250 Penalty: 2607.121582
	Iteration 23Q: 3 clusters Score -369377.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -369386.656250 Penalty: 2607.121582
	Iteration 24Q: 3 clusters Score -369386.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -369392.437500 Penalty: 2607.121582
	Iteration 25Q: 3 clusters Score -369392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -369398.500000 Penalty: 2607.121582
	Iteration 26Q: 3 clusters Score -369398.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -369407.718750 Penalty: 2607.121582
	Iteration 27Q: 3 clusters Score -369407.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -369415.718750 Penalty: 2607.121582
	Iteration 28Q: 3 clusters Score -369415.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -369422.312500 Penalty: 2607.121582
	Iteration 29Q: 3 clusters Score -369422.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -369426.656250 Penalty: 2607.121582
	Iteration 30Q: 3 clusters Score -369426.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -369433.187500 Penalty: 2607.121582
	Iteration 31Q: 3 clusters Score -369433.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -369437.812500 Penalty: 2607.121582
	Iteration 32Q: 3 clusters Score -369437.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -369441.312500 Penalty: 2607.121582
	Iteration 33Q: 3 clusters Score -369441.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -369447.406250 Penalty: 2607.121582
	Iteration 34Q: 3 clusters Score -369447.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -369456.343750 Penalty: 2607.121582
	Iteration 35Q: 3 clusters Score -369456.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -369466.250000 Penalty: 2607.121582
	Iteration 36Q: 3 clusters Score -369466.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -369477.781250 Penalty: 2607.121582
	Iteration 37Q: 3 clusters Score -369477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -369486.656250 Penalty: 2607.121582
	Iteration 38Q: 3 clusters Score -369486.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -369496.375000 Penalty: 2607.121582
	Iteration 39Q: 3 clusters Score -369496.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -369509.562500 Penalty: 2607.121582
	Iteration 40F: 3 clusters Score -369509.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -369519.562500 Penalty: 2607.121582
	Iteration 41Q: 3 clusters Score -369519.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -369528.281250 Penalty: 2607.121582
	Iteration 42Q: 3 clusters Score -369528.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -369537.937500 Penalty: 2607.121582
	Iteration 43Q: 3 clusters Score -369537.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -369544.781250 Penalty: 2607.121582
	Iteration 44Q: 3 clusters Score -369544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -369550.906250 Penalty: 2607.121582
	Iteration 45Q: 3 clusters Score -369550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -369555.687500 Penalty: 2607.121582
	Iteration 46Q: 3 clusters Score -369555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -369556.500000 Penalty: 2607.121582
	Iteration 47Q: 3 clusters Score -369556.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -369556.500000 Penalty: 2607.121582
	Iteration 48Q: 3 clusters Score -369556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -369557.625000 Penalty: 2607.121582
	Iteration 49Q: 3 clusters Score -369557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -369558.125000 Penalty: 2607.121582
	Iteration 50Q: 3 clusters Score -369558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -369558.062500 Penalty: 2607.121582
	Iteration 51Q: 3 clusters Score -369558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -369558.968750 Penalty: 2607.121582
	Iteration 52Q: 3 clusters Score -369559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -369558.968750 Penalty: 2607.121582
	Iteration 53F: 3 clusters Score -369559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Entering Unmasked Estep 
Score: -10255807.000000 Penalty: 1833.770996
	Iteration 0F: 2 clusters Score -1.025581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -10203827.000000 Penalty: 3667.541992
	Iteration 0F: 3 clusters Score -1.020383e+07 nChanged 37880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -10225939.000000 Penalty: 3667.541992
	Iteration 1F: 3 clusters Score -1.022594e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -10226965.000000 Penalty: 3667.541992
	Iteration 2Q: 3 clusters Score -1.022696e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -10228324.000000 Penalty: 3667.541992
	Iteration 3Q: 3 clusters Score -1.022832e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -10230101.000000 Penalty: 3667.541992
	Iteration 4Q: 3 clusters Score -1.02301e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -10232522.000000 Penalty: 3667.541992
	Iteration 5F: 3 clusters Score -1.023252e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -10235452.000000 Penalty: 3667.541992
	Iteration 6F: 3 clusters Score -1.023545e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -10238828.000000 Penalty: 3667.541992
	Iteration 7F: 3 clusters Score -1.023883e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -10241744.000000 Penalty: 3667.541992
	Iteration 8F: 3 clusters Score -1.024174e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -10243219.000000 Penalty: 3667.541992
	Iteration 9Q: 3 clusters Score -1.024322e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -10243903.000000 Penalty: 3667.541992
	Iteration 10Q: 3 clusters Score -1.02439e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -10244158.000000 Penalty: 3667.541992
	Iteration 11Q: 3 clusters Score -1.024416e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -10244325.000000 Penalty: 3667.541992
	Iteration 12Q: 3 clusters Score -1.024432e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -10244404.000000 Penalty: 3667.541992
	Iteration 13Q: 3 clusters Score -1.02444e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -10244531.000000 Penalty: 3667.541992
	Iteration 14Q: 3 clusters Score -1.024453e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -10244680.000000 Penalty: 3667.541992
	Iteration 15Q: 3 clusters Score -1.024468e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -10244763.000000 Penalty: 3667.541992
	Iteration 16Q: 3 clusters Score -1.024476e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -10244917.000000 Penalty: 3667.541992
	Iteration 17Q: 3 clusters Score -1.024492e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -10245060.000000 Penalty: 3667.541992
	Iteration 18Q: 3 clusters Score -1.024506e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -10245176.000000 Penalty: 3667.541992
	Iteration 19Q: 3 clusters Score -1.024518e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -10245322.000000 Penalty: 3667.541992
	Iteration 20F: 3 clusters Score -1.024532e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -10245448.000000 Penalty: 3667.541992
	Iteration 21Q: 3 clusters Score -1.024545e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -10245566.000000 Penalty: 3667.541992
	Iteration 22Q: 3 clusters Score -1.024557e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -10245697.000000 Penalty: 3667.541992
	Iteration 23Q: 3 clusters Score -1.02457e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -10245798.000000 Penalty: 3667.541992
	Iteration 24Q: 3 clusters Score -1.02458e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -10245922.000000 Penalty: 3667.541992
	Iteration 25Q: 3 clusters Score -1.024592e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -10246025.000000 Penalty: 3667.541992
	Iteration 26Q: 3 clusters Score -1.024602e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -10246103.000000 Penalty: 3667.541992
	Iteration 27Q: 3 clusters Score -1.02461e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -10246175.000000 Penalty: 3667.541992
	Iteration 28Q: 3 clusters Score -1.024618e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -10246265.000000 Penalty: 3667.541992
	Iteration 29Q: 3 clusters Score -1.024626e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -10246320.000000 Penalty: 3667.541992
	Iteration 30Q: 3 clusters Score -1.024632e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -10246416.000000 Penalty: 3667.541992
	Iteration 31Q: 3 clusters Score -1.024642e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -10246451.000000 Penalty: 3667.541992
	Iteration 32Q: 3 clusters Score -1.024645e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -10246522.000000 Penalty: 3667.541992
	Iteration 33Q: 3 clusters Score -1.024652e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -10246538.000000 Penalty: 3667.541992
	Iteration 34Q: 3 clusters Score -1.024654e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -10246602.000000 Penalty: 3667.541992
	Iteration 35Q: 3 clusters Score -1.02466e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -10246658.000000 Penalty: 3667.541992
	Iteration 36Q: 3 clusters Score -1.024666e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -10246718.000000 Penalty: 3667.541992
	Iteration 37Q: 3 clusters Score -1.024672e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -10246796.000000 Penalty: 3667.541992
	Iteration 38Q: 3 clusters Score -1.02468e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -10246864.000000 Penalty: 3667.541992
	Iteration 39Q: 3 clusters Score -1.024686e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -10246937.000000 Penalty: 3667.541992
	Iteration 40F: 3 clusters Score -1.024694e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -10246986.000000 Penalty: 3667.541992
	Iteration 41Q: 3 clusters Score -1.024699e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -10247010.000000 Penalty: 3667.541992
	Iteration 42Q: 3 clusters Score -1.024701e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -10247080.000000 Penalty: 3667.541992
	Iteration 43Q: 3 clusters Score -1.024708e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -10247085.000000 Penalty: 3667.541992
	Iteration 44Q: 3 clusters Score -1.024708e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -10247181.000000 Penalty: 3667.541992
	Iteration 45Q: 3 clusters Score -1.024718e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -10247272.000000 Penalty: 3667.541992
	Iteration 46Q: 3 clusters Score -1.024727e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -10247327.000000 Penalty: 3667.541992
	Iteration 47Q: 3 clusters Score -1.024733e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -10247378.000000 Penalty: 3667.541992
	Iteration 48Q: 3 clusters Score -1.024738e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -10247459.000000 Penalty: 3667.541992
	Iteration 49Q: 3 clusters Score -1.024746e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -10247504.000000 Penalty: 3667.541992
	Iteration 50Q: 3 clusters Score -1.02475e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -10247563.000000 Penalty: 3667.541992
	Iteration 51Q: 3 clusters Score -1.024756e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -10247617.000000 Penalty: 3667.541992
	Iteration 52Q: 3 clusters Score -1.024762e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -10247696.000000 Penalty: 3667.541992
	Iteration 53Q: 3 clusters Score -1.02477e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -10247776.000000 Penalty: 3667.541992
	Iteration 54Q: 3 clusters Score -1.024778e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -10247905.000000 Penalty: 3667.541992
	Iteration 55Q: 3 clusters Score -1.02479e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -10248013.000000 Penalty: 3667.541992
	Iteration 56Q: 3 clusters Score -1.024801e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -10248148.000000 Penalty: 3667.541992
	Iteration 57Q: 3 clusters Score -1.024815e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -10248301.000000 Penalty: 3667.541992
	Iteration 58Q: 3 clusters Score -1.02483e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -10248370.000000 Penalty: 3667.541992
	Iteration 59Q: 3 clusters Score -1.024837e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -10248492.000000 Penalty: 3667.541992
	Iteration 60F: 3 clusters Score -1.024849e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -10248624.000000 Penalty: 3667.541992
	Iteration 61Q: 3 clusters Score -1.024862e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -10248781.000000 Penalty: 3667.541992
	Iteration 62Q: 3 clusters Score -1.024878e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -10248962.000000 Penalty: 3667.541992
	Iteration 63Q: 3 clusters Score -1.024896e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -10249084.000000 Penalty: 3667.541992
	Iteration 64Q: 3 clusters Score -1.024908e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -10249237.000000 Penalty: 3667.541992
	Iteration 65Q: 3 clusters Score -1.024924e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -10249405.000000 Penalty: 3667.541992
	Iteration 66Q: 3 clusters Score -1.02494e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -10249550.000000 Penalty: 3667.541992
	Iteration 67Q: 3 clusters Score -1.024955e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -10249739.000000 Penalty: 3667.541992
	Iteration 68Q: 3 clusters Score -1.024974e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -10249912.000000 Penalty: 3667.541992
	Iteration 69Q: 3 clusters Score -1.024991e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 68115 members 
Entering Unmasked Estep 
Score: -10250095.000000 Penalty: 3667.541992
	Iteration 70Q: 3 clusters Score -1.02501e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -10250287.000000 Penalty: 3667.541992
	Iteration 71Q: 3 clusters Score -1.025029e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -10250511.000000 Penalty: 3667.541992
	Iteration 72Q: 3 clusters Score -1.025051e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -10250712.000000 Penalty: 3667.541992
	Iteration 73Q: 3 clusters Score -1.025071e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -10250983.000000 Penalty: 3667.541992
	Iteration 74Q: 3 clusters Score -1.025098e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -10251230.000000 Penalty: 3667.541992
	Iteration 75Q: 3 clusters Score -1.025123e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -10251486.000000 Penalty: 3667.541992
	Iteration 76Q: 3 clusters Score -1.025149e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -10251677.000000 Penalty: 3667.541992
	Iteration 77Q: 3 clusters Score -1.025168e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -10251906.000000 Penalty: 3667.541992
	Iteration 78Q: 3 clusters Score -1.025191e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -10252111.000000 Penalty: 3667.541992
	Iteration 79Q: 3 clusters Score -1.025211e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 74611 members 
Entering Unmasked Estep 
Score: -10252336.000000 Penalty: 3667.541992
	Iteration 80F: 3 clusters Score -1.025234e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -10252503.000000 Penalty: 3667.541992
	Iteration 81Q: 3 clusters Score -1.02525e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
Score: -10252680.000000 Penalty: 3667.541992
	Iteration 82Q: 3 clusters Score -1.025268e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -10252831.000000 Penalty: 3667.541992
	Iteration 83Q: 3 clusters Score -1.025283e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -10253018.000000 Penalty: 3667.541992
	Iteration 84Q: 3 clusters Score -1.025302e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 76791 members 
Entering Unmasked Estep 
Score: -10253196.000000 Penalty: 3667.541992
	Iteration 85Q: 3 clusters Score -1.02532e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -10253324.000000 Penalty: 3667.541992
	Iteration 86Q: 3 clusters Score -1.025332e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -10253435.000000 Penalty: 3667.541992
	Iteration 87Q: 3 clusters Score -1.025344e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -10253584.000000 Penalty: 3667.541992
	Iteration 88Q: 3 clusters Score -1.025358e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -10253691.000000 Penalty: 3667.541992
	Iteration 89Q: 3 clusters Score -1.025369e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -10253764.000000 Penalty: 3667.541992
	Iteration 90Q: 3 clusters Score -1.025376e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -10253826.000000 Penalty: 3667.541992
	Iteration 91Q: 3 clusters Score -1.025383e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -10253911.000000 Penalty: 3667.541992
	Iteration 92Q: 3 clusters Score -1.025391e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -10253941.000000 Penalty: 3667.541992
	Iteration 93Q: 3 clusters Score -1.025394e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -10253982.000000 Penalty: 3667.541992
	Iteration 94Q: 3 clusters Score -1.025398e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -10254036.000000 Penalty: 3667.541992
	Iteration 95Q: 3 clusters Score -1.025404e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -10254059.000000 Penalty: 3667.541992
	Iteration 96Q: 3 clusters Score -1.025406e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -10254075.000000 Penalty: 3667.541992
	Iteration 97Q: 3 clusters Score -1.025408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -10254099.000000 Penalty: 3667.541992
	Iteration 98Q: 3 clusters Score -1.02541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -10254121.000000 Penalty: 3667.541992
	Iteration 99Q: 3 clusters Score -1.025412e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -10254132.000000 Penalty: 3667.541992
	Iteration 100F: 3 clusters Score -1.025413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -10254152.000000 Penalty: 3667.541992
	Iteration 101Q: 3 clusters Score -1.025415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -10254164.000000 Penalty: 3667.541992
	Iteration 102Q: 3 clusters Score -1.025416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -10254176.000000 Penalty: 3667.541992
	Iteration 103Q: 3 clusters Score -1.025418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -10254190.000000 Penalty: 3667.541992
	Iteration 104Q: 3 clusters Score -1.025419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -10254200.000000 Penalty: 3667.541992
	Iteration 105Q: 3 clusters Score -1.02542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -10254202.000000 Penalty: 3667.541992
	Iteration 106Q: 3 clusters Score -1.02542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -10254204.000000 Penalty: 3667.541992
	Iteration 107Q: 3 clusters Score -1.02542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 78804 members 
Entering Unmasked Estep 
Score: -10254211.000000 Penalty: 3667.541992
	Iteration 108Q: 3 clusters Score -1.025421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -10254212.000000 Penalty: 3667.541992
	Iteration 109Q: 3 clusters Score -1.025421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -10254213.000000 Penalty: 3667.541992
	Iteration 110Q: 3 clusters Score -1.025421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -10254217.000000 Penalty: 3667.541992
	Iteration 111Q: 3 clusters Score -1.025422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -10254217.000000 Penalty: 3667.541992
	Iteration 112Q: 3 clusters Score -1.025422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -10254215.000000 Penalty: 3667.541992
	Iteration 113Q: 3 clusters Score -1.025422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -10254206.000000 Penalty: 3667.541992
	Iteration 114Q: 3 clusters Score -1.025421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -10254208.000000 Penalty: 3667.541992
	Iteration 115Q: 3 clusters Score -1.025421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -10254216.000000 Penalty: 3667.541992
	Iteration 116Q: 3 clusters Score -1.025422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -10254211.000000 Penalty: 3667.541992
	Iteration 117Q: 3 clusters Score -1.025421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -10254217.000000 Penalty: 3667.541992
	Iteration 118Q: 3 clusters Score -1.025422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -10254216.000000 Penalty: 3667.541992
	Iteration 119Q: 3 clusters Score -1.025422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -10254216.000000 Penalty: 3667.541992
	Iteration 120F: 3 clusters Score -1.025422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Entering Unmasked Estep 
Score: -1136928.625000 Penalty: 1477.962524
	Iteration 0F: 2 clusters Score -1136929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1130466.000000 Penalty: 2955.925049
	Iteration 0F: 3 clusters Score -1130466 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1132477.375000 Penalty: 2955.925049
	Iteration 1F: 3 clusters Score -1132477 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1132735.000000 Penalty: 2955.925049
	Iteration 2F: 3 clusters Score -1132735 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1132959.000000 Penalty: 2955.925049
	Iteration 3F: 3 clusters Score -1132959 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1133153.750000 Penalty: 2955.925049
	Iteration 4Q: 3 clusters Score -1133154 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1133315.875000 Penalty: 2955.925049
	Iteration 5Q: 3 clusters Score -1133316 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1133487.125000 Penalty: 2955.925049
	Iteration 6Q: 3 clusters Score -1133487 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1133676.375000 Penalty: 2955.925049
	Iteration 7Q: 3 clusters Score -1133676 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1133933.750000 Penalty: 2955.925049
	Iteration 8Q: 3 clusters Score -1133934 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1134217.625000 Penalty: 2955.925049
	Iteration 9Q: 3 clusters Score -1134218 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1134547.875000 Penalty: 2955.925049
	Iteration 10Q: 3 clusters Score -1134548 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1134862.625000 Penalty: 2955.925049
	Iteration 11Q: 3 clusters Score -1134863 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1135105.875000 Penalty: 2955.925049
	Iteration 12Q: 3 clusters Score -1135106 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1135263.125000 Penalty: 2955.925049
	Iteration 13Q: 3 clusters Score -1135263 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1135389.875000 Penalty: 2955.925049
	Iteration 14Q: 3 clusters Score -1135390 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1135467.000000 Penalty: 2955.925049
	Iteration 15Q: 3 clusters Score -1135467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1135509.750000 Penalty: 2955.925049
	Iteration 16Q: 3 clusters Score -1135510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1135541.375000 Penalty: 2955.925049
	Iteration 17Q: 3 clusters Score -1135541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1135567.750000 Penalty: 2955.925049
	Iteration 18Q: 3 clusters Score -1135568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1135588.875000 Penalty: 2955.925049
	Iteration 19Q: 3 clusters Score -1135589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1135605.000000 Penalty: 2955.925049
	Iteration 20F: 3 clusters Score -1135605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1135620.375000 Penalty: 2955.925049
	Iteration 21Q: 3 clusters Score -1135620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1135628.750000 Penalty: 2955.925049
	Iteration 22Q: 3 clusters Score -1135629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1135640.750000 Penalty: 2955.925049
	Iteration 23Q: 3 clusters Score -1135641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1135646.250000 Penalty: 2955.925049
	Iteration 24Q: 3 clusters Score -1135646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1135648.125000 Penalty: 2955.925049
	Iteration 25Q: 3 clusters Score -1135648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1135653.250000 Penalty: 2955.925049
	Iteration 26Q: 3 clusters Score -1135653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1135661.750000 Penalty: 2955.925049
	Iteration 27Q: 3 clusters Score -1135662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1135667.125000 Penalty: 2955.925049
	Iteration 28Q: 3 clusters Score -1135667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1135666.000000 Penalty: 2955.925049
	Iteration 29Q: 3 clusters Score -1135666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1135666.000000 Penalty: 2955.925049
	Iteration 30F: 3 clusters Score -1135666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -26311.878906 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -26311.88 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 128 members 
Entering Unmasked Estep 
Score: -25577.154297 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -25577.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25784.585938 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -25784.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25844.542969 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -25844.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25869.933594 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -25869.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25886.001953 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -25886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25901.529297 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -25901.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25909.408203 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -25909.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25909.408203 Penalty: 1793.172119
	Iteration 7F: 3 clusters Score -25909.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (94831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94831 members 
Entering Unmasked Estep 
Score: -12163941.000000 Penalty: 1862.225830
	Iteration 0F: 2 clusters Score -1.216394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -12101677.000000 Penalty: 3724.451660
	Iteration 0F: 3 clusters Score -1.210168e+07 nChanged 45319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -12128062.000000 Penalty: 3724.451660
	Iteration 1F: 3 clusters Score -1.212806e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -12129072.000000 Penalty: 3724.451660
	Iteration 2Q: 3 clusters Score -1.212907e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -12130827.000000 Penalty: 3724.451660
	Iteration 3Q: 3 clusters Score -1.213083e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -12134412.000000 Penalty: 3724.451660
	Iteration 4F: 3 clusters Score -1.213441e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -12140457.000000 Penalty: 3724.451660
	Iteration 5F: 3 clusters Score -1.214046e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -12148677.000000 Penalty: 3724.451660
	Iteration 6F: 3 clusters Score -1.214868e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88565 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -12156357.000000 Penalty: 3724.451660
	Iteration 7F: 3 clusters Score -1.215636e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -12160371.000000 Penalty: 3724.451660
	Iteration 8Q: 3 clusters Score -1.216037e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -12161706.000000 Penalty: 3724.451660
	Iteration 9Q: 3 clusters Score -1.216171e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12162054.000000 Penalty: 3724.451660
	Iteration 10Q: 3 clusters Score -1.216205e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94671 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12162181.000000 Penalty: 3724.451660
	Iteration 11Q: 3 clusters Score -1.216218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12162224.000000 Penalty: 3724.451660
	Iteration 12Q: 3 clusters Score -1.216222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94705 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12162271.000000 Penalty: 3724.451660
	Iteration 13Q: 3 clusters Score -1.216227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94709 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12162320.000000 Penalty: 3724.451660
	Iteration 14Q: 3 clusters Score -1.216232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94714 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12162335.000000 Penalty: 3724.451660
	Iteration 15Q: 3 clusters Score -1.216234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12162338.000000 Penalty: 3724.451660
	Iteration 16Q: 3 clusters Score -1.216234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12162338.000000 Penalty: 3724.451660
	Iteration 17F: 3 clusters Score -1.216234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -8715.384766 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -8715.385 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 117 members 
Entering Unmasked Estep 
Score: -8044.076660 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -8044.077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8362.450195 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -8362.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8494.556641 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -8494.557 nChanged 9
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: -8583.418945 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -8583.419 nChanged 1
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: -8587.155273 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -8587.155 nChanged 1
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: -8589.039062 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -8589.039 nChanged 0
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: -8589.039062 Penalty: 1779.850586
	Iteration 6F: 3 clusters Score -8589.039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Entering Unmasked Estep 
Score: -4075027.750000 Penalty: 1682.497437
	Iteration 0F: 2 clusters Score -4075028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4053897.500000 Penalty: 3364.994873
	Iteration 0F: 3 clusters Score -4053898 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4061955.750000 Penalty: 3364.994873
	Iteration 1F: 3 clusters Score -4061956 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4062257.750000 Penalty: 3364.994873
	Iteration 2Q: 3 clusters Score -4062258 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4062549.750000 Penalty: 3364.994873
	Iteration 3Q: 3 clusters Score -4062550 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4062831.000000 Penalty: 3364.994873
	Iteration 4Q: 3 clusters Score -4062831 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -4063199.500000 Penalty: 3364.994873
	Iteration 5Q: 3 clusters Score -4063200 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -4063690.500000 Penalty: 3364.994873
	Iteration 6Q: 3 clusters Score -4063690 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -4064442.750000 Penalty: 3364.994873
	Iteration 7Q: 3 clusters Score -4064443 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -4065514.250000 Penalty: 3364.994873
	Iteration 8F: 3 clusters Score -4065514 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -4066892.500000 Penalty: 3364.994873
	Iteration 9F: 3 clusters Score -4066892 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -4068289.250000 Penalty: 3364.994873
	Iteration 10F: 3 clusters Score -4068289 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -4069498.500000 Penalty: 3364.994873
	Iteration 11Q: 3 clusters Score -4069498 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -4070376.500000 Penalty: 3364.994873
	Iteration 12Q: 3 clusters Score -4070376 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4070990.500000 Penalty: 3364.994873
	Iteration 13Q: 3 clusters Score -4070990 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4071439.500000 Penalty: 3364.994873
	Iteration 14Q: 3 clusters Score -4071440 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4071812.000000 Penalty: 3364.994873
	Iteration 15Q: 3 clusters Score -4071812 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4072165.000000 Penalty: 3364.994873
	Iteration 16Q: 3 clusters Score -4072165 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4072498.500000 Penalty: 3364.994873
	Iteration 17Q: 3 clusters Score -4072498 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4072773.750000 Penalty: 3364.994873
	Iteration 18Q: 3 clusters Score -4072774 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4073010.250000 Penalty: 3364.994873
	Iteration 19Q: 3 clusters Score -4073010 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4073196.250000 Penalty: 3364.994873
	Iteration 20F: 3 clusters Score -4073196 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4073311.000000 Penalty: 3364.994873
	Iteration 21Q: 3 clusters Score -4073311 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4073382.000000 Penalty: 3364.994873
	Iteration 22Q: 3 clusters Score -4073382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4073422.000000 Penalty: 3364.994873
	Iteration 23Q: 3 clusters Score -4073422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4073443.250000 Penalty: 3364.994873
	Iteration 24Q: 3 clusters Score -4073443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4073470.000000 Penalty: 3364.994873
	Iteration 25Q: 3 clusters Score -4073470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4073496.250000 Penalty: 3364.994873
	Iteration 26Q: 3 clusters Score -4073496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4073529.750000 Penalty: 3364.994873
	Iteration 27Q: 3 clusters Score -4073530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4073545.500000 Penalty: 3364.994873
	Iteration 28Q: 3 clusters Score -4073546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4073552.000000 Penalty: 3364.994873
	Iteration 29Q: 3 clusters Score -4073552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4073562.000000 Penalty: 3364.994873
	Iteration 30Q: 3 clusters Score -4073562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4073574.250000 Penalty: 3364.994873
	Iteration 31Q: 3 clusters Score -4073574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4073578.500000 Penalty: 3364.994873
	Iteration 32Q: 3 clusters Score -4073578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4073574.750000 Penalty: 3364.994873
	Iteration 33Q: 3 clusters Score -4073575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4073573.500000 Penalty: 3364.994873
	Iteration 34Q: 3 clusters Score -4073574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4073574.250000 Penalty: 3364.994873
	Iteration 35Q: 3 clusters Score -4073574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4073575.750000 Penalty: 3364.994873
	Iteration 36Q: 3 clusters Score -4073576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4073576.750000 Penalty: 3364.994873
	Iteration 37Q: 3 clusters Score -4073577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4073582.000000 Penalty: 3364.994873
	Iteration 38Q: 3 clusters Score -4073582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4073585.000000 Penalty: 3364.994873
	Iteration 39Q: 3 clusters Score -4073585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4073588.750000 Penalty: 3364.994873
	Iteration 40F: 3 clusters Score -4073589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4073588.250000 Penalty: 3364.994873
	Iteration 41Q: 3 clusters Score -4073588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4073589.250000 Penalty: 3364.994873
	Iteration 42Q: 3 clusters Score -4073589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4073589.500000 Penalty: 3364.994873
	Iteration 43Q: 3 clusters Score -4073590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4073589.500000 Penalty: 3364.994873
	Iteration 44F: 3 clusters Score -4073590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Entering Unmasked Estep 
Score: -1277749.750000 Penalty: 1496.907715
	Iteration 0F: 2 clusters Score -1277750 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 5014 members 
Entering Unmasked Estep 
Score: -1270570.375000 Penalty: 2993.815430
	Iteration 0F: 3 clusters Score -1270570 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1272902.875000 Penalty: 2993.815430
	Iteration 1F: 3 clusters Score -1272903 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1273165.250000 Penalty: 2993.815430
	Iteration 2F: 3 clusters Score -1273165 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1273402.000000 Penalty: 2993.815430
	Iteration 3F: 3 clusters Score -1273402 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1273590.000000 Penalty: 2993.815430
	Iteration 4Q: 3 clusters Score -1273590 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1273773.375000 Penalty: 2993.815430
	Iteration 5Q: 3 clusters Score -1273773 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1273917.750000 Penalty: 2993.815430
	Iteration 6Q: 3 clusters Score -1273918 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1274058.375000 Penalty: 2993.815430
	Iteration 7Q: 3 clusters Score -1274058 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1274162.000000 Penalty: 2993.815430
	Iteration 8Q: 3 clusters Score -1274162 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1274261.750000 Penalty: 2993.815430
	Iteration 9Q: 3 clusters Score -1274262 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1274374.375000 Penalty: 2993.815430
	Iteration 10Q: 3 clusters Score -1274374 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1274506.250000 Penalty: 2993.815430
	Iteration 11Q: 3 clusters Score -1274506 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1274653.625000 Penalty: 2993.815430
	Iteration 12Q: 3 clusters Score -1274654 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1274850.125000 Penalty: 2993.815430
	Iteration 13Q: 3 clusters Score -1274850 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1275075.875000 Penalty: 2993.815430
	Iteration 14Q: 3 clusters Score -1275076 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1275320.125000 Penalty: 2993.815430
	Iteration 15Q: 3 clusters Score -1275320 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1275489.125000 Penalty: 2993.815430
	Iteration 16Q: 3 clusters Score -1275489 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1275573.625000 Penalty: 2993.815430
	Iteration 17Q: 3 clusters Score -1275574 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1275624.625000 Penalty: 2993.815430
	Iteration 18Q: 3 clusters Score -1275625 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1275662.000000 Penalty: 2993.815430
	Iteration 19Q: 3 clusters Score -1275662 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1275692.875000 Penalty: 2993.815430
	Iteration 20F: 3 clusters Score -1275693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1275710.875000 Penalty: 2993.815430
	Iteration 21Q: 3 clusters Score -1275711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1275729.750000 Penalty: 2993.815430
	Iteration 22Q: 3 clusters Score -1275730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1275747.250000 Penalty: 2993.815430
	Iteration 23Q: 3 clusters Score -1275747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1275762.500000 Penalty: 2993.815430
	Iteration 24Q: 3 clusters Score -1275762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1275779.875000 Penalty: 2993.815430
	Iteration 25Q: 3 clusters Score -1275780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1275789.875000 Penalty: 2993.815430
	Iteration 26Q: 3 clusters Score -1275790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1275806.625000 Penalty: 2993.815430
	Iteration 27Q: 3 clusters Score -1275807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1275826.125000 Penalty: 2993.815430
	Iteration 28Q: 3 clusters Score -1275826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1275836.250000 Penalty: 2993.815430
	Iteration 29Q: 3 clusters Score -1275836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1275853.125000 Penalty: 2993.815430
	Iteration 30Q: 3 clusters Score -1275853 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1275870.000000 Penalty: 2993.815430
	Iteration 31Q: 3 clusters Score -1275870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1275889.500000 Penalty: 2993.815430
	Iteration 32Q: 3 clusters Score -1275890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1275903.500000 Penalty: 2993.815430
	Iteration 33Q: 3 clusters Score -1275904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1275915.250000 Penalty: 2993.815430
	Iteration 34Q: 3 clusters Score -1275915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1275925.125000 Penalty: 2993.815430
	Iteration 35Q: 3 clusters Score -1275925 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1275941.250000 Penalty: 2993.815430
	Iteration 36Q: 3 clusters Score -1275941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1275959.125000 Penalty: 2993.815430
	Iteration 37Q: 3 clusters Score -1275959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1275977.125000 Penalty: 2993.815430
	Iteration 38Q: 3 clusters Score -1275977 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1275998.750000 Penalty: 2993.815430
	Iteration 39Q: 3 clusters Score -1275999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1276025.375000 Penalty: 2993.815430
	Iteration 40F: 3 clusters Score -1276025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1276050.000000 Penalty: 2993.815430
	Iteration 41Q: 3 clusters Score -1276050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1276071.500000 Penalty: 2993.815430
	Iteration 42Q: 3 clusters Score -1276072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1276101.500000 Penalty: 2993.815430
	Iteration 43Q: 3 clusters Score -1276102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1276126.125000 Penalty: 2993.815430
	Iteration 44Q: 3 clusters Score -1276126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1276145.875000 Penalty: 2993.815430
	Iteration 45Q: 3 clusters Score -1276146 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1276165.875000 Penalty: 2993.815430
	Iteration 46Q: 3 clusters Score -1276166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1276180.625000 Penalty: 2993.815430
	Iteration 47Q: 3 clusters Score -1276181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1276196.250000 Penalty: 2993.815430
	Iteration 48Q: 3 clusters Score -1276196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1276213.750000 Penalty: 2993.815430
	Iteration 49Q: 3 clusters Score -1276214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1276219.500000 Penalty: 2993.815430
	Iteration 50Q: 3 clusters Score -1276220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1276230.750000 Penalty: 2993.815430
	Iteration 51Q: 3 clusters Score -1276231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1276241.375000 Penalty: 2993.815430
	Iteration 52Q: 3 clusters Score -1276241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1276257.250000 Penalty: 2993.815430
	Iteration 53Q: 3 clusters Score -1276257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1276272.625000 Penalty: 2993.815430
	Iteration 54Q: 3 clusters Score -1276273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1276287.875000 Penalty: 2993.815430
	Iteration 55Q: 3 clusters Score -1276288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1276299.750000 Penalty: 2993.815430
	Iteration 56Q: 3 clusters Score -1276300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1276304.750000 Penalty: 2993.815430
	Iteration 57Q: 3 clusters Score -1276305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1276312.125000 Penalty: 2993.815430
	Iteration 58Q: 3 clusters Score -1276312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1276316.750000 Penalty: 2993.815430
	Iteration 59Q: 3 clusters Score -1276317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1276322.625000 Penalty: 2993.815430
	Iteration 60F: 3 clusters Score -1276323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1276330.875000 Penalty: 2993.815430
	Iteration 61Q: 3 clusters Score -1276331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1276337.250000 Penalty: 2993.815430
	Iteration 62Q: 3 clusters Score -1276337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1276341.250000 Penalty: 2993.815430
	Iteration 63Q: 3 clusters Score -1276341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1276348.375000 Penalty: 2993.815430
	Iteration 64Q: 3 clusters Score -1276348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1276357.250000 Penalty: 2993.815430
	Iteration 65Q: 3 clusters Score -1276357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1276360.750000 Penalty: 2993.815430
	Iteration 66Q: 3 clusters Score -1276361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1276366.125000 Penalty: 2993.815430
	Iteration 67Q: 3 clusters Score -1276366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1276370.125000 Penalty: 2993.815430
	Iteration 68Q: 3 clusters Score -1276370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1276372.250000 Penalty: 2993.815430
	Iteration 69Q: 3 clusters Score -1276372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1276374.250000 Penalty: 2993.815430
	Iteration 70Q: 3 clusters Score -1276374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1276379.750000 Penalty: 2993.815430
	Iteration 71Q: 3 clusters Score -1276380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1276383.000000 Penalty: 2993.815430
	Iteration 72Q: 3 clusters Score -1276383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1276386.250000 Penalty: 2993.815430
	Iteration 73Q: 3 clusters Score -1276386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1276389.125000 Penalty: 2993.815430
	Iteration 74Q: 3 clusters Score -1276389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1276393.625000 Penalty: 2993.815430
	Iteration 75Q: 3 clusters Score -1276394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1276398.875000 Penalty: 2993.815430
	Iteration 76Q: 3 clusters Score -1276399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1276404.375000 Penalty: 2993.815430
	Iteration 77Q: 3 clusters Score -1276404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1276404.375000 Penalty: 2993.815430
	Iteration 78Q: 3 clusters Score -1276404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1276408.750000 Penalty: 2993.815430
	Iteration 79Q: 3 clusters Score -1276409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1276413.750000 Penalty: 2993.815430
	Iteration 80F: 3 clusters Score -1276414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1276421.750000 Penalty: 2993.815430
	Iteration 81Q: 3 clusters Score -1276422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1276424.625000 Penalty: 2993.815430
	Iteration 82Q: 3 clusters Score -1276425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1276428.000000 Penalty: 2993.815430
	Iteration 83Q: 3 clusters Score -1276428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1276433.250000 Penalty: 2993.815430
	Iteration 84Q: 3 clusters Score -1276433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1276432.625000 Penalty: 2993.815430
	Iteration 85Q: 3 clusters Score -1276433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1276433.375000 Penalty: 2993.815430
	Iteration 86Q: 3 clusters Score -1276433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1276436.000000 Penalty: 2993.815430
	Iteration 87Q: 3 clusters Score -1276436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1276439.375000 Penalty: 2993.815430
	Iteration 88Q: 3 clusters Score -1276439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1276440.250000 Penalty: 2993.815430
	Iteration 89Q: 3 clusters Score -1276440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1276441.375000 Penalty: 2993.815430
	Iteration 90Q: 3 clusters Score -1276441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1276442.750000 Penalty: 2993.815430
	Iteration 91Q: 3 clusters Score -1276443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1276443.625000 Penalty: 2993.815430
	Iteration 92Q: 3 clusters Score -1276444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1276444.250000 Penalty: 2993.815430
	Iteration 93Q: 3 clusters Score -1276444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1276444.875000 Penalty: 2993.815430
	Iteration 94Q: 3 clusters Score -1276445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1276445.875000 Penalty: 2993.815430
	Iteration 95Q: 3 clusters Score -1276446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1276446.875000 Penalty: 2993.815430
	Iteration 96Q: 3 clusters Score -1276447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1276451.250000 Penalty: 2993.815430
	Iteration 97Q: 3 clusters Score -1276451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1276452.750000 Penalty: 2993.815430
	Iteration 98Q: 3 clusters Score -1276453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1276459.875000 Penalty: 2993.815430
	Iteration 99Q: 3 clusters Score -1276460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1276462.250000 Penalty: 2993.815430
	Iteration 100F: 3 clusters Score -1276462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1276466.250000 Penalty: 2993.815430
	Iteration 101Q: 3 clusters Score -1276466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1276467.750000 Penalty: 2993.815430
	Iteration 102Q: 3 clusters Score -1276468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1276470.500000 Penalty: 2993.815430
	Iteration 103Q: 3 clusters Score -1276470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1276472.625000 Penalty: 2993.815430
	Iteration 104Q: 3 clusters Score -1276473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1276473.000000 Penalty: 2993.815430
	Iteration 105Q: 3 clusters Score -1276473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1276473.000000 Penalty: 2993.815430
	Iteration 106Q: 3 clusters Score -1276473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1276474.375000 Penalty: 2993.815430
	Iteration 107Q: 3 clusters Score -1276474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1276478.875000 Penalty: 2993.815430
	Iteration 108Q: 3 clusters Score -1276479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1276478.375000 Penalty: 2993.815430
	Iteration 109Q: 3 clusters Score -1276478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1276481.625000 Penalty: 2993.815430
	Iteration 110Q: 3 clusters Score -1276482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1276482.375000 Penalty: 2993.815430
	Iteration 111Q: 3 clusters Score -1276482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1276483.625000 Penalty: 2993.815430
	Iteration 112Q: 3 clusters Score -1276484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1276481.875000 Penalty: 2993.815430
	Iteration 113Q: 3 clusters Score -1276482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1276483.875000 Penalty: 2993.815430
	Iteration 114Q: 3 clusters Score -1276484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1276485.625000 Penalty: 2993.815430
	Iteration 115Q: 3 clusters Score -1276486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1276486.875000 Penalty: 2993.815430
	Iteration 116Q: 3 clusters Score -1276487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1276486.750000 Penalty: 2993.815430
	Iteration 117Q: 3 clusters Score -1276487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1276485.750000 Penalty: 2993.815430
	Iteration 118Q: 3 clusters Score -1276486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1276485.750000 Penalty: 2993.815430
	Iteration 119F: 3 clusters Score -1276486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Entering Unmasked Estep 
Score: -961260.125000 Penalty: 1455.092529
	Iteration 0F: 2 clusters Score -961260.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -955479.125000 Penalty: 2910.185059
	Iteration 0F: 3 clusters Score -955479.1 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -957553.875000 Penalty: 2910.185059
	Iteration 1F: 3 clusters Score -957553.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -958170.937500 Penalty: 2910.185059
	Iteration 2F: 3 clusters Score -958170.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -958706.437500 Penalty: 2910.185059
	Iteration 3F: 3 clusters Score -958706.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -959170.187500 Penalty: 2910.185059
	Iteration 4F: 3 clusters Score -959170.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -959579.000000 Penalty: 2910.185059
	Iteration 5F: 3 clusters Score -959579 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -959873.000000 Penalty: 2910.185059
	Iteration 6Q: 3 clusters Score -959873 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -960091.375000 Penalty: 2910.185059
	Iteration 7Q: 3 clusters Score -960091.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -960255.875000 Penalty: 2910.185059
	Iteration 8Q: 3 clusters Score -960255.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -960378.875000 Penalty: 2910.185059
	Iteration 9Q: 3 clusters Score -960378.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -960473.625000 Penalty: 2910.185059
	Iteration 10Q: 3 clusters Score -960473.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -960544.250000 Penalty: 2910.185059
	Iteration 11Q: 3 clusters Score -960544.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -960591.625000 Penalty: 2910.185059
	Iteration 12Q: 3 clusters Score -960591.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -960629.125000 Penalty: 2910.185059
	Iteration 13Q: 3 clusters Score -960629.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -960647.250000 Penalty: 2910.185059
	Iteration 14Q: 3 clusters Score -960647.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -960660.375000 Penalty: 2910.185059
	Iteration 15Q: 3 clusters Score -960660.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -960669.000000 Penalty: 2910.185059
	Iteration 16Q: 3 clusters Score -960669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -960672.437500 Penalty: 2910.185059
	Iteration 17Q: 3 clusters Score -960672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -960672.625000 Penalty: 2910.185059
	Iteration 18Q: 3 clusters Score -960672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -960676.000000 Penalty: 2910.185059
	Iteration 19Q: 3 clusters Score -960676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -960676.625000 Penalty: 2910.185059
	Iteration 20F: 3 clusters Score -960676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -960678.125000 Penalty: 2910.185059
	Iteration 21Q: 3 clusters Score -960678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -960679.312500 Penalty: 2910.185059
	Iteration 22Q: 3 clusters Score -960679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -960680.375000 Penalty: 2910.185059
	Iteration 23Q: 3 clusters Score -960680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -960681.000000 Penalty: 2910.185059
	Iteration 24Q: 3 clusters Score -960681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -960681.000000 Penalty: 2910.185059
	Iteration 25F: 3 clusters Score -960681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Entering Unmasked Estep 
Score: -12492865.000000 Penalty: 1866.452637
	Iteration 0F: 2 clusters Score -1.249286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -12430490.000000 Penalty: 3732.905273
	Iteration 0F: 3 clusters Score -1.243049e+07 nChanged 46515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -12457621.000000 Penalty: 3732.905273
	Iteration 1F: 3 clusters Score -1.245762e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -12458648.000000 Penalty: 3732.905273
	Iteration 2Q: 3 clusters Score -1.245865e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -12459968.000000 Penalty: 3732.905273
	Iteration 3Q: 3 clusters Score -1.245997e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -12462243.000000 Penalty: 3732.905273
	Iteration 4Q: 3 clusters Score -1.246224e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -12466064.000000 Penalty: 3732.905273
	Iteration 5F: 3 clusters Score -1.246606e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -12471342.000000 Penalty: 3732.905273
	Iteration 6F: 3 clusters Score -1.247134e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -12476910.000000 Penalty: 3732.905273
	Iteration 7F: 3 clusters Score -1.247691e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -12481712.000000 Penalty: 3732.905273
	Iteration 8F: 3 clusters Score -1.248171e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -12484989.000000 Penalty: 3732.905273
	Iteration 9Q: 3 clusters Score -1.248499e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -12487114.000000 Penalty: 3732.905273
	Iteration 10Q: 3 clusters Score -1.248711e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -12488353.000000 Penalty: 3732.905273
	Iteration 11Q: 3 clusters Score -1.248835e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -12489200.000000 Penalty: 3732.905273
	Iteration 12Q: 3 clusters Score -1.24892e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -12489686.000000 Penalty: 3732.905273
	Iteration 13Q: 3 clusters Score -1.248969e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -12490063.000000 Penalty: 3732.905273
	Iteration 14Q: 3 clusters Score -1.249006e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -12490267.000000 Penalty: 3732.905273
	Iteration 15Q: 3 clusters Score -1.249027e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -12490467.000000 Penalty: 3732.905273
	Iteration 16Q: 3 clusters Score -1.249047e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -12490659.000000 Penalty: 3732.905273
	Iteration 17Q: 3 clusters Score -1.249066e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -12490785.000000 Penalty: 3732.905273
	Iteration 18Q: 3 clusters Score -1.249078e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -12490888.000000 Penalty: 3732.905273
	Iteration 19Q: 3 clusters Score -1.249089e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -12490939.000000 Penalty: 3732.905273
	Iteration 20F: 3 clusters Score -1.249094e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -12490972.000000 Penalty: 3732.905273
	Iteration 21Q: 3 clusters Score -1.249097e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -12491022.000000 Penalty: 3732.905273
	Iteration 22Q: 3 clusters Score -1.249102e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -12491094.000000 Penalty: 3732.905273
	Iteration 23Q: 3 clusters Score -1.249109e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -12491116.000000 Penalty: 3732.905273
	Iteration 24Q: 3 clusters Score -1.249112e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -12491123.000000 Penalty: 3732.905273
	Iteration 25Q: 3 clusters Score -1.249112e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -12491139.000000 Penalty: 3732.905273
	Iteration 26Q: 3 clusters Score -1.249114e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -12491137.000000 Penalty: 3732.905273
	Iteration 27Q: 3 clusters Score -1.249114e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95526 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -12491143.000000 Penalty: 3732.905273
	Iteration 28Q: 3 clusters Score -1.249114e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95576 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -12491161.000000 Penalty: 3732.905273
	Iteration 29Q: 3 clusters Score -1.249116e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -12491191.000000 Penalty: 3732.905273
	Iteration 30Q: 3 clusters Score -1.249119e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12491205.000000 Penalty: 3732.905273
	Iteration 31Q: 3 clusters Score -1.24912e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95753 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -12491218.000000 Penalty: 3732.905273
	Iteration 32Q: 3 clusters Score -1.249122e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12491233.000000 Penalty: 3732.905273
	Iteration 33Q: 3 clusters Score -1.249123e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -12491224.000000 Penalty: 3732.905273
	Iteration 34Q: 3 clusters Score -1.249122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -12491242.000000 Penalty: 3732.905273
	Iteration 35Q: 3 clusters Score -1.249124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95883 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -12491245.000000 Penalty: 3732.905273
	Iteration 36Q: 3 clusters Score -1.249124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -12491257.000000 Penalty: 3732.905273
	Iteration 37Q: 3 clusters Score -1.249126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -12491256.000000 Penalty: 3732.905273
	Iteration 38Q: 3 clusters Score -1.249126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -12491252.000000 Penalty: 3732.905273
	Iteration 39Q: 3 clusters Score -1.249125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12491256.000000 Penalty: 3732.905273
	Iteration 40F: 3 clusters Score -1.249126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12491260.000000 Penalty: 3732.905273
	Iteration 41Q: 3 clusters Score -1.249126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95944 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12491260.000000 Penalty: 3732.905273
	Iteration 42Q: 3 clusters Score -1.249126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12491278.000000 Penalty: 3732.905273
	Iteration 43Q: 3 clusters Score -1.249128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12491281.000000 Penalty: 3732.905273
	Iteration 44Q: 3 clusters Score -1.249128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12491281.000000 Penalty: 3732.905273
	Iteration 45F: 3 clusters Score -1.249128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (102922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Entering Unmasked Estep 
Score: -13217775.000000 Penalty: 1875.530640
	Iteration 0F: 2 clusters Score -1.321778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -13152607.000000 Penalty: 3751.061279
	Iteration 0F: 3 clusters Score -1.315261e+07 nChanged 49346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -13181313.000000 Penalty: 3751.061279
	Iteration 1F: 3 clusters Score -1.318131e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -13182117.000000 Penalty: 3751.061279
	Iteration 2Q: 3 clusters Score -1.318212e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -13183078.000000 Penalty: 3751.061279
	Iteration 3Q: 3 clusters Score -1.318308e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -13184118.000000 Penalty: 3751.061279
	Iteration 4Q: 3 clusters Score -1.318412e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -13185744.000000 Penalty: 3751.061279
	Iteration 5Q: 3 clusters Score -1.318574e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -13188023.000000 Penalty: 3751.061279
	Iteration 6Q: 3 clusters Score -1.318802e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -13191523.000000 Penalty: 3751.061279
	Iteration 7F: 3 clusters Score -1.319152e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -13195839.000000 Penalty: 3751.061279
	Iteration 8F: 3 clusters Score -1.319584e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -13200047.000000 Penalty: 3751.061279
	Iteration 9F: 3 clusters Score -1.320005e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -13202738.000000 Penalty: 3751.061279
	Iteration 10F: 3 clusters Score -1.320274e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -13203969.000000 Penalty: 3751.061279
	Iteration 11Q: 3 clusters Score -1.320397e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -13204447.000000 Penalty: 3751.061279
	Iteration 12Q: 3 clusters Score -1.320445e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -13204763.000000 Penalty: 3751.061279
	Iteration 13Q: 3 clusters Score -1.320476e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -13205077.000000 Penalty: 3751.061279
	Iteration 14Q: 3 clusters Score -1.320508e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -13205345.000000 Penalty: 3751.061279
	Iteration 15Q: 3 clusters Score -1.320534e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -13205663.000000 Penalty: 3751.061279
	Iteration 16Q: 3 clusters Score -1.320566e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -13205926.000000 Penalty: 3751.061279
	Iteration 17Q: 3 clusters Score -1.320593e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -13206210.000000 Penalty: 3751.061279
	Iteration 18Q: 3 clusters Score -1.320621e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -13206419.000000 Penalty: 3751.061279
	Iteration 19Q: 3 clusters Score -1.320642e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -13206682.000000 Penalty: 3751.061279
	Iteration 20F: 3 clusters Score -1.320668e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -13206946.000000 Penalty: 3751.061279
	Iteration 21Q: 3 clusters Score -1.320695e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -13207197.000000 Penalty: 3751.061279
	Iteration 22Q: 3 clusters Score -1.32072e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -13207514.000000 Penalty: 3751.061279
	Iteration 23Q: 3 clusters Score -1.320751e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -13207848.000000 Penalty: 3751.061279
	Iteration 24Q: 3 clusters Score -1.320785e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -13208117.000000 Penalty: 3751.061279
	Iteration 25Q: 3 clusters Score -1.320812e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82841 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -13208391.000000 Penalty: 3751.061279
	Iteration 26Q: 3 clusters Score -1.320839e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -13208714.000000 Penalty: 3751.061279
	Iteration 27Q: 3 clusters Score -1.320871e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -13209029.000000 Penalty: 3751.061279
	Iteration 28Q: 3 clusters Score -1.320903e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -13209347.000000 Penalty: 3751.061279
	Iteration 29Q: 3 clusters Score -1.320935e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -13209678.000000 Penalty: 3751.061279
	Iteration 30Q: 3 clusters Score -1.320968e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -13209967.000000 Penalty: 3751.061279
	Iteration 31Q: 3 clusters Score -1.320997e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -13210222.000000 Penalty: 3751.061279
	Iteration 32Q: 3 clusters Score -1.321022e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -13210641.000000 Penalty: 3751.061279
	Iteration 33Q: 3 clusters Score -1.321064e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -13211100.000000 Penalty: 3751.061279
	Iteration 34Q: 3 clusters Score -1.32111e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -13211495.000000 Penalty: 3751.061279
	Iteration 35Q: 3 clusters Score -1.32115e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92450 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -13211881.000000 Penalty: 3751.061279
	Iteration 36Q: 3 clusters Score -1.321188e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -13212352.000000 Penalty: 3751.061279
	Iteration 37Q: 3 clusters Score -1.321235e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94528 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -13212905.000000 Penalty: 3751.061279
	Iteration 38Q: 3 clusters Score -1.32129e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -13213388.000000 Penalty: 3751.061279
	Iteration 39Q: 3 clusters Score -1.321339e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -13213778.000000 Penalty: 3751.061279
	Iteration 40F: 3 clusters Score -1.321378e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -13214245.000000 Penalty: 3751.061279
	Iteration 41Q: 3 clusters Score -1.321424e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -13214676.000000 Penalty: 3751.061279
	Iteration 42Q: 3 clusters Score -1.321468e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -13215027.000000 Penalty: 3751.061279
	Iteration 43Q: 3 clusters Score -1.321503e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -13215229.000000 Penalty: 3751.061279
	Iteration 44Q: 3 clusters Score -1.321523e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100067 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -13215456.000000 Penalty: 3751.061279
	Iteration 45Q: 3 clusters Score -1.321546e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -13215623.000000 Penalty: 3751.061279
	Iteration 46Q: 3 clusters Score -1.321562e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -13215773.000000 Penalty: 3751.061279
	Iteration 47Q: 3 clusters Score -1.321577e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -13215880.000000 Penalty: 3751.061279
	Iteration 48Q: 3 clusters Score -1.321588e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13215956.000000 Penalty: 3751.061279
	Iteration 49Q: 3 clusters Score -1.321596e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13216052.000000 Penalty: 3751.061279
	Iteration 50Q: 3 clusters Score -1.321605e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101611 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -13216123.000000 Penalty: 3751.061279
	Iteration 51Q: 3 clusters Score -1.321612e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13216168.000000 Penalty: 3751.061279
	Iteration 52Q: 3 clusters Score -1.321617e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -13216206.000000 Penalty: 3751.061279
	Iteration 53Q: 3 clusters Score -1.321621e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13216231.000000 Penalty: 3751.061279
	Iteration 54Q: 3 clusters Score -1.321623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13216265.000000 Penalty: 3751.061279
	Iteration 55Q: 3 clusters Score -1.321626e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13216258.000000 Penalty: 3751.061279
	Iteration 56Q: 3 clusters Score -1.321626e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101989 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13216274.000000 Penalty: 3751.061279
	Iteration 57Q: 3 clusters Score -1.321627e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102018 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13216279.000000 Penalty: 3751.061279
	Iteration 58Q: 3 clusters Score -1.321628e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13216289.000000 Penalty: 3751.061279
	Iteration 59Q: 3 clusters Score -1.321629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102049 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13216284.000000 Penalty: 3751.061279
	Iteration 60F: 3 clusters Score -1.321628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13216285.000000 Penalty: 3751.061279
	Iteration 61Q: 3 clusters Score -1.321628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13216298.000000 Penalty: 3751.061279
	Iteration 62Q: 3 clusters Score -1.32163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102074 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13216297.000000 Penalty: 3751.061279
	Iteration 63Q: 3 clusters Score -1.32163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -13216302.000000 Penalty: 3751.061279
	Iteration 64Q: 3 clusters Score -1.32163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102095 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13216300.000000 Penalty: 3751.061279
	Iteration 65Q: 3 clusters Score -1.32163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -13216310.000000 Penalty: 3751.061279
	Iteration 66Q: 3 clusters Score -1.321631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -13216312.000000 Penalty: 3751.061279
	Iteration 67Q: 3 clusters Score -1.321631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102109 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -13216312.000000 Penalty: 3751.061279
	Iteration 68Q: 3 clusters Score -1.321631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -13216316.000000 Penalty: 3751.061279
	Iteration 69Q: 3 clusters Score -1.321632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102114 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -13216317.000000 Penalty: 3751.061279
	Iteration 70Q: 3 clusters Score -1.321632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102117 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13216319.000000 Penalty: 3751.061279
	Iteration 71Q: 3 clusters Score -1.321632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102122 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13216308.000000 Penalty: 3751.061279
	Iteration 72Q: 3 clusters Score -1.321631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -13216309.000000 Penalty: 3751.061279
	Iteration 73Q: 3 clusters Score -1.321631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13216304.000000 Penalty: 3751.061279
	Iteration 74Q: 3 clusters Score -1.32163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -13216302.000000 Penalty: 3751.061279
	Iteration 75Q: 3 clusters Score -1.32163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13216303.000000 Penalty: 3751.061279
	Iteration 76Q: 3 clusters Score -1.32163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13216303.000000 Penalty: 3751.061279
	Iteration 77Q: 3 clusters Score -1.32163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13216307.000000 Penalty: 3751.061279
	Iteration 78Q: 3 clusters Score -1.321631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13216316.000000 Penalty: 3751.061279
	Iteration 79Q: 3 clusters Score -1.321632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13216335.000000 Penalty: 3751.061279
	Iteration 80F: 3 clusters Score -1.321634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13216322.000000 Penalty: 3751.061279
	Iteration 81Q: 3 clusters Score -1.321632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13216321.000000 Penalty: 3751.061279
	Iteration 82Q: 3 clusters Score -1.321632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13216323.000000 Penalty: 3751.061279
	Iteration 83Q: 3 clusters Score -1.321632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13216333.000000 Penalty: 3751.061279
	Iteration 84Q: 3 clusters Score -1.321633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102200 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13216338.000000 Penalty: 3751.061279
	Iteration 85Q: 3 clusters Score -1.321634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13216341.000000 Penalty: 3751.061279
	Iteration 86Q: 3 clusters Score -1.321634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13216341.000000 Penalty: 3751.061279
	Iteration 87F: 3 clusters Score -1.321634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30122.404297 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30122.4 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 127 members 
Entering Unmasked Estep 
Score: -29322.625000 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29322.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29448.820312 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29448.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29477.648438 Penalty: 1835.916626
	Iteration 2Q: 3 clusters Score -29477.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29520.300781 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -29520.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29548.986328 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29548.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29555.105469 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29555.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29564.542969 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -29564.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29566.527344 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -29566.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29566.527344 Penalty: 1835.916626
	Iteration 8F: 3 clusters Score -29566.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -18816.548828 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -18816.55 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 148 members 
Entering Unmasked Estep 
Score: -18094.849609 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -18094.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18350.556641 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -18350.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18500.107422 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -18500.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18569.039062 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -18569.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18582.437500 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -18582.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18583.949219 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -18583.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18583.949219 Penalty: 1840.462158
	Iteration 6F: 3 clusters Score -18583.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -31579.572266 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -31579.57 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 163 members 
Entering Unmasked Estep 
Score: -30756.806641 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -30756.81 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30909.068359 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -30909.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30948.652344 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -30948.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30970.005859 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -30970.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30990.033203 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -30990.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31022.369141 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -31022.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31033.101562 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -31033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31033.101562 Penalty: 1889.592529
	Iteration 7F: 3 clusters Score -31033.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -510119.656250 Penalty: 1353.843628
	Iteration 0F: 2 clusters Score -510119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -506699.781250 Penalty: 2707.687256
	Iteration 0F: 3 clusters Score -506699.8 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -507618.468750 Penalty: 2707.687256
	Iteration 1F: 3 clusters Score -507618.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -507814.000000 Penalty: 2707.687256
	Iteration 2F: 3 clusters Score -507814 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -507931.437500 Penalty: 2707.687256
	Iteration 3F: 3 clusters Score -507931.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -508005.687500 Penalty: 2707.687256
	Iteration 4Q: 3 clusters Score -508005.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -508080.781250 Penalty: 2707.687256
	Iteration 5Q: 3 clusters Score -508080.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -508150.687500 Penalty: 2707.687256
	Iteration 6Q: 3 clusters Score -508150.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -508203.812500 Penalty: 2707.687256
	Iteration 7Q: 3 clusters Score -508203.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -508261.750000 Penalty: 2707.687256
	Iteration 8Q: 3 clusters Score -508261.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -508314.812500 Penalty: 2707.687256
	Iteration 9Q: 3 clusters Score -508314.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -508358.218750 Penalty: 2707.687256
	Iteration 10Q: 3 clusters Score -508358.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -508395.406250 Penalty: 2707.687256
	Iteration 11Q: 3 clusters Score -508395.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -508434.500000 Penalty: 2707.687256
	Iteration 12Q: 3 clusters Score -508434.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -508481.281250 Penalty: 2707.687256
	Iteration 13Q: 3 clusters Score -508481.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -508522.843750 Penalty: 2707.687256
	Iteration 14Q: 3 clusters Score -508522.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -508559.187500 Penalty: 2707.687256
	Iteration 15Q: 3 clusters Score -508559.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -508586.968750 Penalty: 2707.687256
	Iteration 16Q: 3 clusters Score -508587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -508615.156250 Penalty: 2707.687256
	Iteration 17Q: 3 clusters Score -508615.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -508658.656250 Penalty: 2707.687256
	Iteration 18Q: 3 clusters Score -508658.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -508702.937500 Penalty: 2707.687256
	Iteration 19Q: 3 clusters Score -508702.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -508731.968750 Penalty: 2707.687256
	Iteration 20F: 3 clusters Score -508732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -508748.187500 Penalty: 2707.687256
	Iteration 21Q: 3 clusters Score -508748.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -508759.812500 Penalty: 2707.687256
	Iteration 22Q: 3 clusters Score -508759.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -508765.375000 Penalty: 2707.687256
	Iteration 23Q: 3 clusters Score -508765.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -508779.156250 Penalty: 2707.687256
	Iteration 24Q: 3 clusters Score -508779.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -508794.281250 Penalty: 2707.687256
	Iteration 25Q: 3 clusters Score -508794.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -508804.937500 Penalty: 2707.687256
	Iteration 26Q: 3 clusters Score -508804.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -508817.562500 Penalty: 2707.687256
	Iteration 27Q: 3 clusters Score -508817.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -508828.312500 Penalty: 2707.687256
	Iteration 28Q: 3 clusters Score -508828.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -508839.406250 Penalty: 2707.687256
	Iteration 29Q: 3 clusters Score -508839.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -508851.062500 Penalty: 2707.687256
	Iteration 30Q: 3 clusters Score -508851.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -508864.750000 Penalty: 2707.687256
	Iteration 31Q: 3 clusters Score -508864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -508878.281250 Penalty: 2707.687256
	Iteration 32Q: 3 clusters Score -508878.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -508889.250000 Penalty: 2707.687256
	Iteration 33Q: 3 clusters Score -508889.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -508901.187500 Penalty: 2707.687256
	Iteration 34Q: 3 clusters Score -508901.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -508917.750000 Penalty: 2707.687256
	Iteration 35Q: 3 clusters Score -508917.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -508934.750000 Penalty: 2707.687256
	Iteration 36Q: 3 clusters Score -508934.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -508953.406250 Penalty: 2707.687256
	Iteration 37Q: 3 clusters Score -508953.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -508966.875000 Penalty: 2707.687256
	Iteration 38Q: 3 clusters Score -508966.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -508976.968750 Penalty: 2707.687256
	Iteration 39Q: 3 clusters Score -508977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -508986.062500 Penalty: 2707.687256
	Iteration 40F: 3 clusters Score -508986.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -508993.593750 Penalty: 2707.687256
	Iteration 41Q: 3 clusters Score -508993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -508998.406250 Penalty: 2707.687256
	Iteration 42Q: 3 clusters Score -508998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -509003.812500 Penalty: 2707.687256
	Iteration 43Q: 3 clusters Score -509003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -509007.875000 Penalty: 2707.687256
	Iteration 44Q: 3 clusters Score -509007.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -509013.281250 Penalty: 2707.687256
	Iteration 45Q: 3 clusters Score -509013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -509015.250000 Penalty: 2707.687256
	Iteration 46Q: 3 clusters Score -509015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -509017.468750 Penalty: 2707.687256
	Iteration 47Q: 3 clusters Score -509017.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -509017.406250 Penalty: 2707.687256
	Iteration 48Q: 3 clusters Score -509017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -509018.468750 Penalty: 2707.687256
	Iteration 49Q: 3 clusters Score -509018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -509018.593750 Penalty: 2707.687256
	Iteration 50Q: 3 clusters Score -509018.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -509019.000000 Penalty: 2707.687256
	Iteration 51Q: 3 clusters Score -509019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -509020.593750 Penalty: 2707.687256
	Iteration 52Q: 3 clusters Score -509020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -509021.093750 Penalty: 2707.687256
	Iteration 53Q: 3 clusters Score -509021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -509022.093750 Penalty: 2707.687256
	Iteration 54Q: 3 clusters Score -509022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -509024.468750 Penalty: 2707.687256
	Iteration 55Q: 3 clusters Score -509024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -509025.750000 Penalty: 2707.687256
	Iteration 56Q: 3 clusters Score -509025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -509027.843750 Penalty: 2707.687256
	Iteration 57Q: 3 clusters Score -509027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -509029.750000 Penalty: 2707.687256
	Iteration 58Q: 3 clusters Score -509029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -509031.062500 Penalty: 2707.687256
	Iteration 59Q: 3 clusters Score -509031.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -509031.062500 Penalty: 2707.687256
	Iteration 60F: 3 clusters Score -509031.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Entering Unmasked Estep 
Score: -1863505.625000 Penalty: 1555.392334
	Iteration 0F: 2 clusters Score -1863506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1853479.375000 Penalty: 3110.784668
	Iteration 0F: 3 clusters Score -1853479 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1856936.500000 Penalty: 3110.784668
	Iteration 1F: 3 clusters Score -1856936 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1857242.750000 Penalty: 3110.784668
	Iteration 2F: 3 clusters Score -1857243 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1857556.750000 Penalty: 3110.784668
	Iteration 3Q: 3 clusters Score -1857557 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1857958.875000 Penalty: 3110.784668
	Iteration 4F: 3 clusters Score -1857959 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1858510.750000 Penalty: 3110.784668
	Iteration 5F: 3 clusters Score -1858511 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1859228.000000 Penalty: 3110.784668
	Iteration 6F: 3 clusters Score -1859228 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1860095.125000 Penalty: 3110.784668
	Iteration 7F: 3 clusters Score -1860095 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1860918.625000 Penalty: 3110.784668
	Iteration 8F: 3 clusters Score -1860919 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1861488.000000 Penalty: 3110.784668
	Iteration 9Q: 3 clusters Score -1861488 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1861791.250000 Penalty: 3110.784668
	Iteration 10Q: 3 clusters Score -1861791 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1861940.625000 Penalty: 3110.784668
	Iteration 11Q: 3 clusters Score -1861941 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1862016.875000 Penalty: 3110.784668
	Iteration 12Q: 3 clusters Score -1862017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1862079.000000 Penalty: 3110.784668
	Iteration 13Q: 3 clusters Score -1862079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1862114.875000 Penalty: 3110.784668
	Iteration 14Q: 3 clusters Score -1862115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1862132.750000 Penalty: 3110.784668
	Iteration 15Q: 3 clusters Score -1862133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1862148.750000 Penalty: 3110.784668
	Iteration 16Q: 3 clusters Score -1862149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1862158.375000 Penalty: 3110.784668
	Iteration 17Q: 3 clusters Score -1862158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1862160.500000 Penalty: 3110.784668
	Iteration 18Q: 3 clusters Score -1862160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1862162.875000 Penalty: 3110.784668
	Iteration 19Q: 3 clusters Score -1862163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1862162.875000 Penalty: 3110.784668
	Iteration 20F: 3 clusters Score -1862163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Entering Unmasked Estep 
Score: -3159869.250000 Penalty: 1642.327759
	Iteration 0F: 2 clusters Score -3159869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3143326.750000 Penalty: 3284.655518
	Iteration 0F: 3 clusters Score -3143327 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3149298.500000 Penalty: 3284.655518
	Iteration 1F: 3 clusters Score -3149298 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3149705.500000 Penalty: 3284.655518
	Iteration 2Q: 3 clusters Score -3149706 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3150113.000000 Penalty: 3284.655518
	Iteration 3Q: 3 clusters Score -3150113 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3150563.000000 Penalty: 3284.655518
	Iteration 4Q: 3 clusters Score -3150563 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3151145.250000 Penalty: 3284.655518
	Iteration 5Q: 3 clusters Score -3151145 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3151955.500000 Penalty: 3284.655518
	Iteration 6F: 3 clusters Score -3151956 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3153048.500000 Penalty: 3284.655518
	Iteration 7F: 3 clusters Score -3153048 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3154315.750000 Penalty: 3284.655518
	Iteration 8F: 3 clusters Score -3154316 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3155419.750000 Penalty: 3284.655518
	Iteration 9F: 3 clusters Score -3155420 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3156191.000000 Penalty: 3284.655518
	Iteration 10Q: 3 clusters Score -3156191 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3156607.750000 Penalty: 3284.655518
	Iteration 11Q: 3 clusters Score -3156608 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3156866.500000 Penalty: 3284.655518
	Iteration 12Q: 3 clusters Score -3156866 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3157033.000000 Penalty: 3284.655518
	Iteration 13Q: 3 clusters Score -3157033 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3157184.000000 Penalty: 3284.655518
	Iteration 14Q: 3 clusters Score -3157184 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3157305.750000 Penalty: 3284.655518
	Iteration 15Q: 3 clusters Score -3157306 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3157414.750000 Penalty: 3284.655518
	Iteration 16Q: 3 clusters Score -3157415 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3157504.250000 Penalty: 3284.655518
	Iteration 17Q: 3 clusters Score -3157504 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3157614.500000 Penalty: 3284.655518
	Iteration 18Q: 3 clusters Score -3157614 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3157693.500000 Penalty: 3284.655518
	Iteration 19Q: 3 clusters Score -3157694 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3157766.000000 Penalty: 3284.655518
	Iteration 20F: 3 clusters Score -3157766 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3157828.750000 Penalty: 3284.655518
	Iteration 21Q: 3 clusters Score -3157829 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3157888.750000 Penalty: 3284.655518
	Iteration 22Q: 3 clusters Score -3157889 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3157933.750000 Penalty: 3284.655518
	Iteration 23Q: 3 clusters Score -3157934 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3157993.250000 Penalty: 3284.655518
	Iteration 24Q: 3 clusters Score -3157993 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3158050.500000 Penalty: 3284.655518
	Iteration 25Q: 3 clusters Score -3158050 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3158098.500000 Penalty: 3284.655518
	Iteration 26Q: 3 clusters Score -3158098 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3158153.000000 Penalty: 3284.655518
	Iteration 27Q: 3 clusters Score -3158153 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3158200.500000 Penalty: 3284.655518
	Iteration 28Q: 3 clusters Score -3158200 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3158272.750000 Penalty: 3284.655518
	Iteration 29Q: 3 clusters Score -3158273 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3158341.250000 Penalty: 3284.655518
	Iteration 30Q: 3 clusters Score -3158341 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3158411.500000 Penalty: 3284.655518
	Iteration 31Q: 3 clusters Score -3158412 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3158494.750000 Penalty: 3284.655518
	Iteration 32Q: 3 clusters Score -3158495 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3158580.000000 Penalty: 3284.655518
	Iteration 33Q: 3 clusters Score -3158580 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3158639.000000 Penalty: 3284.655518
	Iteration 34Q: 3 clusters Score -3158639 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3158710.250000 Penalty: 3284.655518
	Iteration 35Q: 3 clusters Score -3158710 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3158793.750000 Penalty: 3284.655518
	Iteration 36Q: 3 clusters Score -3158794 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3158885.250000 Penalty: 3284.655518
	Iteration 37Q: 3 clusters Score -3158885 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3158974.000000 Penalty: 3284.655518
	Iteration 38Q: 3 clusters Score -3158974 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3159067.750000 Penalty: 3284.655518
	Iteration 39Q: 3 clusters Score -3159068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3159146.000000 Penalty: 3284.655518
	Iteration 40F: 3 clusters Score -3159146 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3159223.000000 Penalty: 3284.655518
	Iteration 41Q: 3 clusters Score -3159223 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3159308.250000 Penalty: 3284.655518
	Iteration 42Q: 3 clusters Score -3159308 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3159412.250000 Penalty: 3284.655518
	Iteration 43Q: 3 clusters Score -3159412 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3159516.250000 Penalty: 3284.655518
	Iteration 44Q: 3 clusters Score -3159516 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3159645.000000 Penalty: 3284.655518
	Iteration 45Q: 3 clusters Score -3159645 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3159806.000000 Penalty: 3284.655518
	Iteration 46Q: 3 clusters Score -3159806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3159997.250000 Penalty: 3284.655518
	Iteration 47Q: 3 clusters Score -3159997 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3160209.750000 Penalty: 3284.655518
	Iteration 48Q: 3 clusters Score -3160210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3160457.750000 Penalty: 3284.655518
	Iteration 49Q: 3 clusters Score -3160458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3160774.750000 Penalty: 3284.655518
	Iteration 50Q: 3 clusters Score -3160775 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3161167.750000 Penalty: 3284.655518
	Iteration 51Q: 3 clusters Score -3161168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3161738.250000 Penalty: 3284.655518
	Iteration 52Q: 3 clusters Score -3161738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3162373.750000 Penalty: 3284.655518
	Iteration 53Q: 3 clusters Score -3162374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3163039.250000 Penalty: 3284.655518
	Iteration 54Q: 3 clusters Score -3163039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3163585.250000 Penalty: 3284.655518
	Iteration 55Q: 3 clusters Score -3163585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3163733.500000 Penalty: 3284.655518
	Iteration 56Q: 3 clusters Score -3163734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3163740.250000 Penalty: 3284.655518
	Iteration 57Q: 3 clusters Score -3163740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3163749.750000 Penalty: 3284.655518
	Iteration 58Q: 3 clusters Score -3163750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3163749.750000 Penalty: 3284.655518
	Iteration 59F: 3 clusters Score -3163750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 21300 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 79598 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94831 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31377 members 
Mstep: Class 11 contains 10014 members 
Mstep: Class 12 contains 7742 members 
Mstep: Class 13 contains 97330 members 
Mstep: Class 14 contains 102922 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 14352 members 
Mstep: Class 20 contains 24271 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
Score: -69538600.000000 Penalty: 47263.542969
Splitting cluster 20 changes total score from -69535200.000000 to -69538600.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 22 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -111235.203125 Penalty: 1112.455444
	Iteration 0F: 2 clusters Score -111235.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109837.367188 Penalty: 2224.910889
	Iteration 0F: 3 clusters Score -109837.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110070.843750 Penalty: 2224.910889
	Iteration 1F: 3 clusters Score -110070.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110145.210938 Penalty: 2224.910889
	Iteration 2F: 3 clusters Score -110145.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110190.617188 Penalty: 2224.910889
	Iteration 3Q: 3 clusters Score -110190.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110233.335938 Penalty: 2224.910889
	Iteration 4Q: 3 clusters Score -110233.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110273.453125 Penalty: 2224.910889
	Iteration 5Q: 3 clusters Score -110273.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -110305.031250 Penalty: 2224.910889
	Iteration 6Q: 3 clusters Score -110305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -110321.890625 Penalty: 2224.910889
	Iteration 7Q: 3 clusters Score -110321.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -110335.671875 Penalty: 2224.910889
	Iteration 8Q: 3 clusters Score -110335.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110351.054688 Penalty: 2224.910889
	Iteration 9Q: 3 clusters Score -110351.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110359.882812 Penalty: 2224.910889
	Iteration 10Q: 3 clusters Score -110359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -110371.843750 Penalty: 2224.910889
	Iteration 11Q: 3 clusters Score -110371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110381.789062 Penalty: 2224.910889
	Iteration 12Q: 3 clusters Score -110381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110398.765625 Penalty: 2224.910889
	Iteration 13Q: 3 clusters Score -110398.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110405.468750 Penalty: 2224.910889
	Iteration 14Q: 3 clusters Score -110405.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110412.265625 Penalty: 2224.910889
	Iteration 15Q: 3 clusters Score -110412.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110416.468750 Penalty: 2224.910889
	Iteration 16Q: 3 clusters Score -110416.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -110425.109375 Penalty: 2224.910889
	Iteration 17Q: 3 clusters Score -110425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110429.890625 Penalty: 2224.910889
	Iteration 18Q: 3 clusters Score -110429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110433.445312 Penalty: 2224.910889
	Iteration 19Q: 3 clusters Score -110433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110439.289062 Penalty: 2224.910889
	Iteration 20F: 3 clusters Score -110439.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110443.593750 Penalty: 2224.910889
	Iteration 21Q: 3 clusters Score -110443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110448.625000 Penalty: 2224.910889
	Iteration 22Q: 3 clusters Score -110448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -110450.398438 Penalty: 2224.910889
	Iteration 23Q: 3 clusters Score -110450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -110454.773438 Penalty: 2224.910889
	Iteration 24Q: 3 clusters Score -110454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -110456.140625 Penalty: 2224.910889
	Iteration 25Q: 3 clusters Score -110456.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -110462.718750 Penalty: 2224.910889
	Iteration 26Q: 3 clusters Score -110462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -110472.531250 Penalty: 2224.910889
	Iteration 27Q: 3 clusters Score -110472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110483.921875 Penalty: 2224.910889
	Iteration 28Q: 3 clusters Score -110483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110487.625000 Penalty: 2224.910889
	Iteration 29Q: 3 clusters Score -110487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110488.710938 Penalty: 2224.910889
	Iteration 30Q: 3 clusters Score -110488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110491.726562 Penalty: 2224.910889
	Iteration 31Q: 3 clusters Score -110491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110492.398438 Penalty: 2224.910889
	Iteration 32Q: 3 clusters Score -110492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110493.289062 Penalty: 2224.910889
	Iteration 33Q: 3 clusters Score -110493.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110493.289062 Penalty: 2224.910889
	Iteration 34F: 3 clusters Score -110493.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -18777.537109 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -18777.54 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 107 members 
Entering Unmasked Estep 
Score: -18097.451172 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -18097.45 nChanged 43
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: -18219.601562 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -18219.6 nChanged 13
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: -18268.046875 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -18268.05 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: -18323.023438 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -18323.02 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: -18355.185547 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -18355.19 nChanged 2
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: -18368.839844 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -18368.84 nChanged 4
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: -18386.500000 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -18386.5 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: -18386.500000 Penalty: 1728.389038
	Iteration 7F: 3 clusters Score -18386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 21300 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 5 contains 79598 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94831 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31377 members 
Mstep: Class 11 contains 10014 members 
Mstep: Class 12 contains 7742 members 
Mstep: Class 13 contains 97330 members 
Mstep: Class 14 contains 102922 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 14352 members 
Mstep: Class 20 contains 24271 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69538648.000000 Penalty: 47263.542969
Iteration 279Q: 23 clusters Score -6.953865e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 21319 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 79591 members 
Mstep: Class 6 contains 8904 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94861 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31367 members 
Mstep: Class 11 contains 10017 members 
Mstep: Class 12 contains 7736 members 
Mstep: Class 13 contains 97343 members 
Mstep: Class 14 contains 102918 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4156 members 
Mstep: Class 19 contains 14342 members 
Mstep: Class 20 contains 24271 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540200.000000 Penalty: 47263.542969
Iteration 280F: 23 clusters Score -6.95402e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79570 members 
Mstep: Class 6 contains 8898 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94867 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31354 members 
Mstep: Class 11 contains 10017 members 
Mstep: Class 12 contains 7730 members 
Mstep: Class 13 contains 97338 members 
Mstep: Class 14 contains 102908 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4158 members 
Mstep: Class 19 contains 14342 members 
Mstep: Class 20 contains 24290 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540376.000000 Penalty: 47263.542969
Iteration 281Q: 23 clusters Score -6.954038e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 21306 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79556 members 
Mstep: Class 6 contains 8887 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94886 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31356 members 
Mstep: Class 11 contains 10019 members 
Mstep: Class 12 contains 7727 members 
Mstep: Class 13 contains 97353 members 
Mstep: Class 14 contains 102885 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 14334 members 
Mstep: Class 20 contains 24343 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540352.000000 Penalty: 47263.542969
Iteration 282Q: 23 clusters Score -6.954035e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 21314 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79546 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94894 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31352 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 7726 members 
Mstep: Class 13 contains 97365 members 
Mstep: Class 14 contains 102871 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4154 members 
Mstep: Class 19 contains 14334 members 
Mstep: Class 20 contains 24391 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540352.000000 Penalty: 47263.542969
Iteration 283Q: 23 clusters Score -6.954035e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 21316 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79535 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94902 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31357 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 7725 members 
Mstep: Class 13 contains 97372 members 
Mstep: Class 14 contains 102859 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4153 members 
Mstep: Class 19 contains 14330 members 
Mstep: Class 20 contains 24437 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540344.000000 Penalty: 47263.542969
Iteration 284Q: 23 clusters Score -6.954034e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 21321 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79527 members 
Mstep: Class 6 contains 8856 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94920 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31360 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 7725 members 
Mstep: Class 13 contains 97383 members 
Mstep: Class 14 contains 102809 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 14328 members 
Mstep: Class 20 contains 24500 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540456.000000 Penalty: 47263.542969
Iteration 285Q: 23 clusters Score -6.954046e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 21332 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79528 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94937 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31357 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 7722 members 
Mstep: Class 13 contains 97377 members 
Mstep: Class 14 contains 102768 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4153 members 
Mstep: Class 19 contains 14326 members 
Mstep: Class 20 contains 24554 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540392.000000 Penalty: 47263.542969
Iteration 286Q: 23 clusters Score -6.954039e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 21342 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79523 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94938 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31356 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 7723 members 
Mstep: Class 13 contains 97393 members 
Mstep: Class 14 contains 102727 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4154 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 24604 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540528.000000 Penalty: 47263.542969
Iteration 287Q: 23 clusters Score -6.954053e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79524 members 
Mstep: Class 6 contains 8819 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94942 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31364 members 
Mstep: Class 11 contains 10029 members 
Mstep: Class 12 contains 7722 members 
Mstep: Class 13 contains 97392 members 
Mstep: Class 14 contains 102693 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 14320 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540584.000000 Penalty: 47263.542969
Iteration 288Q: 23 clusters Score -6.954058e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 21369 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79521 members 
Mstep: Class 6 contains 8799 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94958 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31369 members 
Mstep: Class 11 contains 10029 members 
Mstep: Class 12 contains 7722 members 
Mstep: Class 13 contains 97387 members 
Mstep: Class 14 contains 102661 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4149 members 
Mstep: Class 19 contains 14324 members 
Mstep: Class 20 contains 24681 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540576.000000 Penalty: 47263.542969
Iteration 289Q: 23 clusters Score -6.954058e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 21379 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79516 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94939 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31381 members 
Mstep: Class 11 contains 10029 members 
Mstep: Class 12 contains 7722 members 
Mstep: Class 13 contains 97394 members 
Mstep: Class 14 contains 102651 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4148 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 24708 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540608.000000 Penalty: 47263.542969
Iteration 290Q: 23 clusters Score -6.954061e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 21390 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79520 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94958 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31381 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 7726 members 
Mstep: Class 13 contains 97406 members 
Mstep: Class 14 contains 102619 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4148 members 
Mstep: Class 19 contains 14321 members 
Mstep: Class 20 contains 24721 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540824.000000 Penalty: 47263.542969
Iteration 291Q: 23 clusters Score -6.954082e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 21401 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79521 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94963 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31389 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 7730 members 
Mstep: Class 13 contains 97406 members 
Mstep: Class 14 contains 102590 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4147 members 
Mstep: Class 19 contains 14317 members 
Mstep: Class 20 contains 24755 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540776.000000 Penalty: 47263.542969
Iteration 292Q: 23 clusters Score -6.954078e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 21419 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79521 members 
Mstep: Class 6 contains 8739 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94969 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31389 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 7732 members 
Mstep: Class 13 contains 97385 members 
Mstep: Class 14 contains 102567 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 14324 members 
Mstep: Class 20 contains 24791 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540792.000000 Penalty: 47263.542969
Iteration 293Q: 23 clusters Score -6.954079e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 21428 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79519 members 
Mstep: Class 6 contains 8717 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 94981 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31383 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 12 contains 7736 members 
Mstep: Class 13 contains 97373 members 
Mstep: Class 14 contains 102555 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4153 members 
Mstep: Class 19 contains 14335 members 
Mstep: Class 20 contains 24819 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540672.000000 Penalty: 47263.542969
Iteration 294Q: 23 clusters Score -6.954067e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 21447 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79513 members 
Mstep: Class 6 contains 8691 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95023 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 7737 members 
Mstep: Class 13 contains 97377 members 
Mstep: Class 14 contains 102508 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4156 members 
Mstep: Class 19 contains 14348 members 
Mstep: Class 20 contains 24844 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540656.000000 Penalty: 47263.542969
Iteration 295Q: 23 clusters Score -6.954066e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 21469 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79510 members 
Mstep: Class 6 contains 8674 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95063 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31378 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 7741 members 
Mstep: Class 13 contains 97354 members 
Mstep: Class 14 contains 102488 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 14350 members 
Mstep: Class 20 contains 24864 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540680.000000 Penalty: 47263.542969
Iteration 296Q: 23 clusters Score -6.954068e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 21486 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79516 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95108 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31374 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 7741 members 
Mstep: Class 13 contains 97328 members 
Mstep: Class 14 contains 102469 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4158 members 
Mstep: Class 19 contains 14353 members 
Mstep: Class 20 contains 24875 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540720.000000 Penalty: 47263.542969
Iteration 297Q: 23 clusters Score -6.954072e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 21494 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79524 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95133 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31373 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 7740 members 
Mstep: Class 13 contains 97313 members 
Mstep: Class 14 contains 102452 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4162 members 
Mstep: Class 19 contains 14354 members 
Mstep: Class 20 contains 24903 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540832.000000 Penalty: 47263.542969
Iteration 298Q: 23 clusters Score -6.954083e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 21503 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79521 members 
Mstep: Class 6 contains 8622 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95168 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31367 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 7746 members 
Mstep: Class 13 contains 97307 members 
Mstep: Class 14 contains 102437 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4163 members 
Mstep: Class 19 contains 14356 members 
Mstep: Class 20 contains 24917 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540768.000000 Penalty: 47263.542969
Iteration 299Q: 23 clusters Score -6.954077e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 21510 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79514 members 
Mstep: Class 6 contains 8604 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95213 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31367 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 7748 members 
Mstep: Class 13 contains 97293 members 
Mstep: Class 14 contains 102409 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4163 members 
Mstep: Class 19 contains 14355 members 
Mstep: Class 20 contains 24942 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540816.000000 Penalty: 47263.542969
Iteration 300F: 23 clusters Score -6.954082e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 21517 members 
Mstep: Class 3 contains 3024 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79508 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95250 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31363 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 7750 members 
Mstep: Class 13 contains 97275 members 
Mstep: Class 14 contains 102387 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4164 members 
Mstep: Class 19 contains 14354 members 
Mstep: Class 20 contains 24984 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540680.000000 Penalty: 47263.542969
Iteration 301Q: 23 clusters Score -6.954068e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 21525 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79506 members 
Mstep: Class 6 contains 8566 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95284 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31352 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 7756 members 
Mstep: Class 13 contains 97265 members 
Mstep: Class 14 contains 102337 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4163 members 
Mstep: Class 19 contains 14356 members 
Mstep: Class 20 contains 25033 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540744.000000 Penalty: 47263.542969
Iteration 302Q: 23 clusters Score -6.954074e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 21544 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79499 members 
Mstep: Class 6 contains 8545 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95317 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31348 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 7762 members 
Mstep: Class 13 contains 97256 members 
Mstep: Class 14 contains 102283 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4162 members 
Mstep: Class 19 contains 14354 members 
Mstep: Class 20 contains 25084 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540672.000000 Penalty: 47263.542969
Iteration 303Q: 23 clusters Score -6.954067e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 21557 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79505 members 
Mstep: Class 6 contains 8534 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95357 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31343 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 7761 members 
Mstep: Class 13 contains 97239 members 
Mstep: Class 14 contains 102211 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4163 members 
Mstep: Class 19 contains 14364 members 
Mstep: Class 20 contains 25143 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540760.000000 Penalty: 47263.542969
Iteration 304Q: 23 clusters Score -6.954076e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 21580 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79506 members 
Mstep: Class 6 contains 8520 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95387 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31335 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 7763 members 
Mstep: Class 13 contains 97240 members 
Mstep: Class 14 contains 102143 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4165 members 
Mstep: Class 19 contains 14368 members 
Mstep: Class 20 contains 25196 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540752.000000 Penalty: 47263.542969
Iteration 305Q: 23 clusters Score -6.954075e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 21605 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79502 members 
Mstep: Class 6 contains 8508 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95403 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31327 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 7763 members 
Mstep: Class 13 contains 97223 members 
Mstep: Class 14 contains 102100 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4164 members 
Mstep: Class 19 contains 14376 members 
Mstep: Class 20 contains 25251 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540936.000000 Penalty: 47263.542969
Iteration 306Q: 23 clusters Score -6.954094e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 21627 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79500 members 
Mstep: Class 6 contains 8490 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95429 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31312 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 97218 members 
Mstep: Class 14 contains 102053 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4167 members 
Mstep: Class 19 contains 14376 members 
Mstep: Class 20 contains 25299 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540936.000000 Penalty: 47263.542969
Iteration 307Q: 23 clusters Score -6.954094e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 21647 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79510 members 
Mstep: Class 6 contains 8480 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95453 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31298 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 7758 members 
Mstep: Class 13 contains 97209 members 
Mstep: Class 14 contains 102002 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4167 members 
Mstep: Class 19 contains 14380 members 
Mstep: Class 20 contains 25339 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540968.000000 Penalty: 47263.542969
Iteration 308Q: 23 clusters Score -6.954097e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 21668 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79514 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95455 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31297 members 
Mstep: Class 11 contains 10041 members 
Mstep: Class 12 contains 7757 members 
Mstep: Class 13 contains 97206 members 
Mstep: Class 14 contains 101958 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4167 members 
Mstep: Class 19 contains 14386 members 
Mstep: Class 20 contains 25389 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540864.000000 Penalty: 47263.542969
Iteration 309Q: 23 clusters Score -6.954086e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 21688 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79511 members 
Mstep: Class 6 contains 8451 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95498 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31303 members 
Mstep: Class 11 contains 10042 members 
Mstep: Class 12 contains 7753 members 
Mstep: Class 13 contains 97200 members 
Mstep: Class 14 contains 101904 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 14388 members 
Mstep: Class 20 contains 25413 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 310Q: 23 clusters Score -6.954094e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 21712 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79513 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95528 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31308 members 
Mstep: Class 11 contains 10045 members 
Mstep: Class 12 contains 7750 members 
Mstep: Class 13 contains 97192 members 
Mstep: Class 14 contains 101844 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 14393 members 
Mstep: Class 20 contains 25453 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 311Q: 23 clusters Score -6.9541e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 21726 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79518 members 
Mstep: Class 6 contains 8426 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95560 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31324 members 
Mstep: Class 11 contains 10048 members 
Mstep: Class 12 contains 7747 members 
Mstep: Class 13 contains 97186 members 
Mstep: Class 14 contains 101774 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 25482 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 312Q: 23 clusters Score -6.954095e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 21742 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79514 members 
Mstep: Class 6 contains 8408 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95595 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31341 members 
Mstep: Class 11 contains 10050 members 
Mstep: Class 12 contains 7744 members 
Mstep: Class 13 contains 97179 members 
Mstep: Class 14 contains 101703 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4173 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 25528 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 313Q: 23 clusters Score -6.954091e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 21765 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79522 members 
Mstep: Class 6 contains 8378 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95651 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31352 members 
Mstep: Class 11 contains 10050 members 
Mstep: Class 12 contains 7744 members 
Mstep: Class 13 contains 97171 members 
Mstep: Class 14 contains 101632 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 25565 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 314Q: 23 clusters Score -6.95409e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 21789 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79519 members 
Mstep: Class 6 contains 8349 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95678 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31371 members 
Mstep: Class 11 contains 10049 members 
Mstep: Class 12 contains 7741 members 
Mstep: Class 13 contains 97177 members 
Mstep: Class 14 contains 101559 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4173 members 
Mstep: Class 19 contains 14431 members 
Mstep: Class 20 contains 25623 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540912.000000 Penalty: 47263.542969
Iteration 315Q: 23 clusters Score -6.954091e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 21815 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79524 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95678 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31393 members 
Mstep: Class 11 contains 10051 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 97173 members 
Mstep: Class 14 contains 101528 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4174 members 
Mstep: Class 19 contains 14441 members 
Mstep: Class 20 contains 25656 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540968.000000 Penalty: 47263.542969
Iteration 316Q: 23 clusters Score -6.954097e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 21831 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79528 members 
Mstep: Class 6 contains 8317 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95702 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31407 members 
Mstep: Class 11 contains 10051 members 
Mstep: Class 12 contains 7736 members 
Mstep: Class 13 contains 97161 members 
Mstep: Class 14 contains 101472 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4174 members 
Mstep: Class 19 contains 14451 members 
Mstep: Class 20 contains 25705 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540984.000000 Penalty: 47263.542969
Iteration 317Q: 23 clusters Score -6.954098e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 21852 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79537 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95748 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31426 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 7737 members 
Mstep: Class 13 contains 97146 members 
Mstep: Class 14 contains 101414 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4178 members 
Mstep: Class 19 contains 14460 members 
Mstep: Class 20 contains 25726 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540984.000000 Penalty: 47263.542969
Iteration 318Q: 23 clusters Score -6.954098e+07 nChanged 517
Entering ConstructFrom: 
Score: -69540984.000000 Penalty: 47263.542969
Entering ConstructFrom: 
Trying to split cluster 1 (48025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Entering Unmasked Estep 
Score: -6183358.000000 Penalty: 1751.665039
	Iteration 0F: 2 clusters Score -6183358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -6151382.500000 Penalty: 3503.330078
	Iteration 0F: 3 clusters Score -6151382 nChanged 22445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -6164083.000000 Penalty: 3503.330078
	Iteration 1F: 3 clusters Score -6164083 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -6164937.500000 Penalty: 3503.330078
	Iteration 2Q: 3 clusters Score -6164938 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -6166076.000000 Penalty: 3503.330078
	Iteration 3F: 3 clusters Score -6166076 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -6167745.000000 Penalty: 3503.330078
	Iteration 4F: 3 clusters Score -6167745 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -6169965.000000 Penalty: 3503.330078
	Iteration 5F: 3 clusters Score -6169965 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -6172649.000000 Penalty: 3503.330078
	Iteration 6F: 3 clusters Score -6172649 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -6175288.500000 Penalty: 3503.330078
	Iteration 7F: 3 clusters Score -6175288 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -6177520.500000 Penalty: 3503.330078
	Iteration 8F: 3 clusters Score -6177520 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6179270.500000 Penalty: 3503.330078
	Iteration 9Q: 3 clusters Score -6179270 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -6180460.000000 Penalty: 3503.330078
	Iteration 10Q: 3 clusters Score -6180460 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -6181068.500000 Penalty: 3503.330078
	Iteration 11Q: 3 clusters Score -6181068 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -6181437.000000 Penalty: 3503.330078
	Iteration 12Q: 3 clusters Score -6181437 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -6181621.500000 Penalty: 3503.330078
	Iteration 13Q: 3 clusters Score -6181622 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -6181732.000000 Penalty: 3503.330078
	Iteration 14Q: 3 clusters Score -6181732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -6181786.000000 Penalty: 3503.330078
	Iteration 15Q: 3 clusters Score -6181786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -6181801.000000 Penalty: 3503.330078
	Iteration 16Q: 3 clusters Score -6181801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -6181835.500000 Penalty: 3503.330078
	Iteration 17Q: 3 clusters Score -6181836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -6181852.500000 Penalty: 3503.330078
	Iteration 18Q: 3 clusters Score -6181852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -6181861.000000 Penalty: 3503.330078
	Iteration 19Q: 3 clusters Score -6181861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -6181863.500000 Penalty: 3503.330078
	Iteration 20F: 3 clusters Score -6181864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -6181880.500000 Penalty: 3503.330078
	Iteration 21Q: 3 clusters Score -6181880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6181892.000000 Penalty: 3503.330078
	Iteration 22Q: 3 clusters Score -6181892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -6181892.500000 Penalty: 3503.330078
	Iteration 23Q: 3 clusters Score -6181892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -6181900.000000 Penalty: 3503.330078
	Iteration 24Q: 3 clusters Score -6181900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -6181898.000000 Penalty: 3503.330078
	Iteration 25Q: 3 clusters Score -6181898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -6181920.500000 Penalty: 3503.330078
	Iteration 26Q: 3 clusters Score -6181920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -6181924.500000 Penalty: 3503.330078
	Iteration 27Q: 3 clusters Score -6181924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -6181920.000000 Penalty: 3503.330078
	Iteration 28Q: 3 clusters Score -6181920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -6181922.500000 Penalty: 3503.330078
	Iteration 29Q: 3 clusters Score -6181922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -6181923.500000 Penalty: 3503.330078
	Iteration 30Q: 3 clusters Score -6181924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -6181923.500000 Penalty: 3503.330078
	Iteration 31F: 3 clusters Score -6181924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Entering Unmasked Estep 
Score: -2829666.000000 Penalty: 1623.863892
	Iteration 0F: 2 clusters Score -2829666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2814800.000000 Penalty: 3247.727783
	Iteration 0F: 3 clusters Score -2814800 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2820190.500000 Penalty: 3247.727783
	Iteration 1F: 3 clusters Score -2820190 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2820592.500000 Penalty: 3247.727783
	Iteration 2Q: 3 clusters Score -2820592 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2821012.500000 Penalty: 3247.727783
	Iteration 3Q: 3 clusters Score -2821012 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2821503.250000 Penalty: 3247.727783
	Iteration 4Q: 3 clusters Score -2821503 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2822150.500000 Penalty: 3247.727783
	Iteration 5F: 3 clusters Score -2822150 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2822965.250000 Penalty: 3247.727783
	Iteration 6F: 3 clusters Score -2822965 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2824020.500000 Penalty: 3247.727783
	Iteration 7F: 3 clusters Score -2824020 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2825203.000000 Penalty: 3247.727783
	Iteration 8F: 3 clusters Score -2825203 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2826399.250000 Penalty: 3247.727783
	Iteration 9F: 3 clusters Score -2826399 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2827203.250000 Penalty: 3247.727783
	Iteration 10Q: 3 clusters Score -2827203 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2827702.750000 Penalty: 3247.727783
	Iteration 11Q: 3 clusters Score -2827703 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2827984.500000 Penalty: 3247.727783
	Iteration 12Q: 3 clusters Score -2827984 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2828114.250000 Penalty: 3247.727783
	Iteration 13Q: 3 clusters Score -2828114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2828186.500000 Penalty: 3247.727783
	Iteration 14Q: 3 clusters Score -2828186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2828225.500000 Penalty: 3247.727783
	Iteration 15Q: 3 clusters Score -2828226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2828243.250000 Penalty: 3247.727783
	Iteration 16Q: 3 clusters Score -2828243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2828250.000000 Penalty: 3247.727783
	Iteration 17Q: 3 clusters Score -2828250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2828254.750000 Penalty: 3247.727783
	Iteration 18Q: 3 clusters Score -2828255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2828259.500000 Penalty: 3247.727783
	Iteration 19Q: 3 clusters Score -2828260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2828262.000000 Penalty: 3247.727783
	Iteration 20F: 3 clusters Score -2828262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2828270.750000 Penalty: 3247.727783
	Iteration 21Q: 3 clusters Score -2828271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2828274.750000 Penalty: 3247.727783
	Iteration 22Q: 3 clusters Score -2828275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2828274.250000 Penalty: 3247.727783
	Iteration 23Q: 3 clusters Score -2828274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2828280.000000 Penalty: 3247.727783
	Iteration 24Q: 3 clusters Score -2828280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2828287.250000 Penalty: 3247.727783
	Iteration 25Q: 3 clusters Score -2828287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2828292.750000 Penalty: 3247.727783
	Iteration 26Q: 3 clusters Score -2828293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2828295.500000 Penalty: 3247.727783
	Iteration 27Q: 3 clusters Score -2828296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2828302.500000 Penalty: 3247.727783
	Iteration 28Q: 3 clusters Score -2828302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2828304.750000 Penalty: 3247.727783
	Iteration 29Q: 3 clusters Score -2828305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2828304.750000 Penalty: 3247.727783
	Iteration 30Q: 3 clusters Score -2828305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2828308.750000 Penalty: 3247.727783
	Iteration 31Q: 3 clusters Score -2828309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2828314.250000 Penalty: 3247.727783
	Iteration 32Q: 3 clusters Score -2828314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2828317.500000 Penalty: 3247.727783
	Iteration 33Q: 3 clusters Score -2828318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2828320.750000 Penalty: 3247.727783
	Iteration 34Q: 3 clusters Score -2828321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2828320.750000 Penalty: 3247.727783
	Iteration 35F: 3 clusters Score -2828321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Entering Unmasked Estep 
Score: -370763.093750 Penalty: 1303.667358
	Iteration 0F: 2 clusters Score -370763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -367995.906250 Penalty: 2607.334717
	Iteration 0F: 3 clusters Score -367995.9 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -368630.218750 Penalty: 2607.334717
	Iteration 1F: 3 clusters Score -368630.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -368762.968750 Penalty: 2607.334717
	Iteration 2F: 3 clusters Score -368763 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -368832.843750 Penalty: 2607.334717
	Iteration 3Q: 3 clusters Score -368832.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -368883.000000 Penalty: 2607.334717
	Iteration 4Q: 3 clusters Score -368883 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -368910.750000 Penalty: 2607.334717
	Iteration 5Q: 3 clusters Score -368910.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -368925.968750 Penalty: 2607.334717
	Iteration 6Q: 3 clusters Score -368926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -368937.250000 Penalty: 2607.334717
	Iteration 7Q: 3 clusters Score -368937.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -368945.750000 Penalty: 2607.334717
	Iteration 8Q: 3 clusters Score -368945.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -368955.125000 Penalty: 2607.334717
	Iteration 9Q: 3 clusters Score -368955.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -368965.343750 Penalty: 2607.334717
	Iteration 10Q: 3 clusters Score -368965.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -368977.218750 Penalty: 2607.334717
	Iteration 11Q: 3 clusters Score -368977.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -368992.812500 Penalty: 2607.334717
	Iteration 12Q: 3 clusters Score -368992.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -369015.781250 Penalty: 2607.334717
	Iteration 13Q: 3 clusters Score -369015.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -369042.968750 Penalty: 2607.334717
	Iteration 14Q: 3 clusters Score -369043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -369068.812500 Penalty: 2607.334717
	Iteration 15Q: 3 clusters Score -369068.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -369100.187500 Penalty: 2607.334717
	Iteration 16Q: 3 clusters Score -369100.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -369131.531250 Penalty: 2607.334717
	Iteration 17Q: 3 clusters Score -369131.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -369158.781250 Penalty: 2607.334717
	Iteration 18Q: 3 clusters Score -369158.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -369184.468750 Penalty: 2607.334717
	Iteration 19Q: 3 clusters Score -369184.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -369214.843750 Penalty: 2607.334717
	Iteration 20F: 3 clusters Score -369214.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -369250.031250 Penalty: 2607.334717
	Iteration 21Q: 3 clusters Score -369250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -369289.281250 Penalty: 2607.334717
	Iteration 22Q: 3 clusters Score -369289.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -369320.156250 Penalty: 2607.334717
	Iteration 23Q: 3 clusters Score -369320.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -369352.031250 Penalty: 2607.334717
	Iteration 24Q: 3 clusters Score -369352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -369394.312500 Penalty: 2607.334717
	Iteration 25Q: 3 clusters Score -369394.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -369429.031250 Penalty: 2607.334717
	Iteration 26Q: 3 clusters Score -369429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -369464.875000 Penalty: 2607.334717
	Iteration 27Q: 3 clusters Score -369464.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -369507.843750 Penalty: 2607.334717
	Iteration 28Q: 3 clusters Score -369507.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -369540.343750 Penalty: 2607.334717
	Iteration 29Q: 3 clusters Score -369540.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -369583.125000 Penalty: 2607.334717
	Iteration 30Q: 3 clusters Score -369583.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -369608.750000 Penalty: 2607.334717
	Iteration 31Q: 3 clusters Score -369608.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -369625.500000 Penalty: 2607.334717
	Iteration 32Q: 3 clusters Score -369625.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -369637.562500 Penalty: 2607.334717
	Iteration 33Q: 3 clusters Score -369637.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -369653.718750 Penalty: 2607.334717
	Iteration 34Q: 3 clusters Score -369653.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -369662.812500 Penalty: 2607.334717
	Iteration 35Q: 3 clusters Score -369662.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -369670.500000 Penalty: 2607.334717
	Iteration 36Q: 3 clusters Score -369670.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -369680.031250 Penalty: 2607.334717
	Iteration 37Q: 3 clusters Score -369680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -369690.437500 Penalty: 2607.334717
	Iteration 38Q: 3 clusters Score -369690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -369693.031250 Penalty: 2607.334717
	Iteration 39Q: 3 clusters Score -369693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -369699.531250 Penalty: 2607.334717
	Iteration 40F: 3 clusters Score -369699.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -369701.906250 Penalty: 2607.334717
	Iteration 41Q: 3 clusters Score -369701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -369704.031250 Penalty: 2607.334717
	Iteration 42Q: 3 clusters Score -369704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -369704.343750 Penalty: 2607.334717
	Iteration 43Q: 3 clusters Score -369704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -369706.125000 Penalty: 2607.334717
	Iteration 44Q: 3 clusters Score -369706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -369706.812500 Penalty: 2607.334717
	Iteration 45Q: 3 clusters Score -369706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -369708.343750 Penalty: 2607.334717
	Iteration 46Q: 3 clusters Score -369708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -369710.250000 Penalty: 2607.334717
	Iteration 47Q: 3 clusters Score -369710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -369711.500000 Penalty: 2607.334717
	Iteration 48Q: 3 clusters Score -369711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -369712.312500 Penalty: 2607.334717
	Iteration 49Q: 3 clusters Score -369712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -369713.656250 Penalty: 2607.334717
	Iteration 50Q: 3 clusters Score -369713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -369714.312500 Penalty: 2607.334717
	Iteration 51Q: 3 clusters Score -369714.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -369714.312500 Penalty: 2607.334717
	Iteration 52F: 3 clusters Score -369714.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -51736.347656 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -51736.35 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 157 members 
Entering Unmasked Estep 
Score: -50801.863281 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -50801.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50904.363281 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -50904.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50941.664062 Penalty: 1874.704346
	Iteration 2F: 3 clusters Score -50941.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50955.390625 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -50955.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50960.929688 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -50960.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50962.964844 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -50962.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50965.714844 Penalty: 1874.704346
	Iteration 6Q: 3 clusters Score -50965.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50967.191406 Penalty: 1874.704346
	Iteration 7Q: 3 clusters Score -50967.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50967.191406 Penalty: 1874.704346
	Iteration 8F: 3 clusters Score -50967.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Entering Unmasked Estep 
Score: -10250292.000000 Penalty: 1833.670776
	Iteration 0F: 2 clusters Score -1.025029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -10198483.000000 Penalty: 3667.341553
	Iteration 0F: 3 clusters Score -1.019848e+07 nChanged 37810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -10220116.000000 Penalty: 3667.341553
	Iteration 1F: 3 clusters Score -1.022012e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -10220655.000000 Penalty: 3667.341553
	Iteration 2Q: 3 clusters Score -1.022066e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -10221404.000000 Penalty: 3667.341553
	Iteration 3Q: 3 clusters Score -1.02214e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -10222480.000000 Penalty: 3667.341553
	Iteration 4Q: 3 clusters Score -1.022248e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -10224307.000000 Penalty: 3667.341553
	Iteration 5Q: 3 clusters Score -1.022431e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -10227123.000000 Penalty: 3667.341553
	Iteration 6F: 3 clusters Score -1.022712e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -10231269.000000 Penalty: 3667.341553
	Iteration 7F: 3 clusters Score -1.023127e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -10236090.000000 Penalty: 3667.341553
	Iteration 8F: 3 clusters Score -1.023609e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -10240509.000000 Penalty: 3667.341553
	Iteration 9F: 3 clusters Score -1.024051e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -10243469.000000 Penalty: 3667.341553
	Iteration 10Q: 3 clusters Score -1.024347e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -10245162.000000 Penalty: 3667.341553
	Iteration 11Q: 3 clusters Score -1.024516e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -10246210.000000 Penalty: 3667.341553
	Iteration 12Q: 3 clusters Score -1.024621e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -10246821.000000 Penalty: 3667.341553
	Iteration 13Q: 3 clusters Score -1.024682e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -10247290.000000 Penalty: 3667.341553
	Iteration 14Q: 3 clusters Score -1.024729e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10247663.000000 Penalty: 3667.341553
	Iteration 15Q: 3 clusters Score -1.024766e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -10247943.000000 Penalty: 3667.341553
	Iteration 16Q: 3 clusters Score -1.024794e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -10248117.000000 Penalty: 3667.341553
	Iteration 17Q: 3 clusters Score -1.024812e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10248255.000000 Penalty: 3667.341553
	Iteration 18Q: 3 clusters Score -1.024826e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78524 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10248338.000000 Penalty: 3667.341553
	Iteration 19Q: 3 clusters Score -1.024834e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10248384.000000 Penalty: 3667.341553
	Iteration 20F: 3 clusters Score -1.024838e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10248447.000000 Penalty: 3667.341553
	Iteration 21Q: 3 clusters Score -1.024845e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10248473.000000 Penalty: 3667.341553
	Iteration 22Q: 3 clusters Score -1.024847e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10248494.000000 Penalty: 3667.341553
	Iteration 23Q: 3 clusters Score -1.024849e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10248538.000000 Penalty: 3667.341553
	Iteration 24Q: 3 clusters Score -1.024854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10248567.000000 Penalty: 3667.341553
	Iteration 25Q: 3 clusters Score -1.024857e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10248587.000000 Penalty: 3667.341553
	Iteration 26Q: 3 clusters Score -1.024859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10248614.000000 Penalty: 3667.341553
	Iteration 27Q: 3 clusters Score -1.024861e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10248634.000000 Penalty: 3667.341553
	Iteration 28Q: 3 clusters Score -1.024863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10248662.000000 Penalty: 3667.341553
	Iteration 29Q: 3 clusters Score -1.024866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10248656.000000 Penalty: 3667.341553
	Iteration 30Q: 3 clusters Score -1.024866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10248667.000000 Penalty: 3667.341553
	Iteration 31Q: 3 clusters Score -1.024867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10248658.000000 Penalty: 3667.341553
	Iteration 32Q: 3 clusters Score -1.024866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10248665.000000 Penalty: 3667.341553
	Iteration 33Q: 3 clusters Score -1.024866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10248676.000000 Penalty: 3667.341553
	Iteration 34Q: 3 clusters Score -1.024868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10248682.000000 Penalty: 3667.341553
	Iteration 35Q: 3 clusters Score -1.024868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10248684.000000 Penalty: 3667.341553
	Iteration 36Q: 3 clusters Score -1.024868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10248679.000000 Penalty: 3667.341553
	Iteration 37Q: 3 clusters Score -1.024868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10248679.000000 Penalty: 3667.341553
	Iteration 38F: 3 clusters Score -1.024868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Entering Unmasked Estep 
Score: -1057033.750000 Penalty: 1466.127441
	Iteration 0F: 2 clusters Score -1057034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1050928.125000 Penalty: 2932.254883
	Iteration 0F: 3 clusters Score -1050928 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1052832.000000 Penalty: 2932.254883
	Iteration 1F: 3 clusters Score -1052832 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1053073.000000 Penalty: 2932.254883
	Iteration 2F: 3 clusters Score -1053073 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1053243.250000 Penalty: 2932.254883
	Iteration 3F: 3 clusters Score -1053243 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1053385.250000 Penalty: 2932.254883
	Iteration 4Q: 3 clusters Score -1053385 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1053497.500000 Penalty: 2932.254883
	Iteration 5Q: 3 clusters Score -1053498 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1053586.500000 Penalty: 2932.254883
	Iteration 6Q: 3 clusters Score -1053586 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1053681.625000 Penalty: 2932.254883
	Iteration 7Q: 3 clusters Score -1053682 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1053789.125000 Penalty: 2932.254883
	Iteration 8Q: 3 clusters Score -1053789 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1053886.875000 Penalty: 2932.254883
	Iteration 9Q: 3 clusters Score -1053887 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1053986.250000 Penalty: 2932.254883
	Iteration 10Q: 3 clusters Score -1053986 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1054105.250000 Penalty: 2932.254883
	Iteration 11Q: 3 clusters Score -1054105 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1054218.250000 Penalty: 2932.254883
	Iteration 12Q: 3 clusters Score -1054218 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1054351.000000 Penalty: 2932.254883
	Iteration 13Q: 3 clusters Score -1054351 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1054522.375000 Penalty: 2932.254883
	Iteration 14Q: 3 clusters Score -1054522 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1054698.750000 Penalty: 2932.254883
	Iteration 15Q: 3 clusters Score -1054699 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1054891.625000 Penalty: 2932.254883
	Iteration 16Q: 3 clusters Score -1054892 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1055079.875000 Penalty: 2932.254883
	Iteration 17Q: 3 clusters Score -1055080 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1055225.250000 Penalty: 2932.254883
	Iteration 18Q: 3 clusters Score -1055225 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1055332.750000 Penalty: 2932.254883
	Iteration 19Q: 3 clusters Score -1055333 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1055411.250000 Penalty: 2932.254883
	Iteration 20F: 3 clusters Score -1055411 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1055491.250000 Penalty: 2932.254883
	Iteration 21Q: 3 clusters Score -1055491 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1055560.625000 Penalty: 2932.254883
	Iteration 22Q: 3 clusters Score -1055561 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1055608.375000 Penalty: 2932.254883
	Iteration 23Q: 3 clusters Score -1055608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1055654.250000 Penalty: 2932.254883
	Iteration 24Q: 3 clusters Score -1055654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1055689.250000 Penalty: 2932.254883
	Iteration 25Q: 3 clusters Score -1055689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1055714.250000 Penalty: 2932.254883
	Iteration 26Q: 3 clusters Score -1055714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1055732.875000 Penalty: 2932.254883
	Iteration 27Q: 3 clusters Score -1055733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1055744.500000 Penalty: 2932.254883
	Iteration 28Q: 3 clusters Score -1055744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1055753.750000 Penalty: 2932.254883
	Iteration 29Q: 3 clusters Score -1055754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1055765.000000 Penalty: 2932.254883
	Iteration 30Q: 3 clusters Score -1055765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1055770.750000 Penalty: 2932.254883
	Iteration 31Q: 3 clusters Score -1055771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1055780.500000 Penalty: 2932.254883
	Iteration 32Q: 3 clusters Score -1055780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1055790.500000 Penalty: 2932.254883
	Iteration 33Q: 3 clusters Score -1055790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1055797.375000 Penalty: 2932.254883
	Iteration 34Q: 3 clusters Score -1055797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1055799.750000 Penalty: 2932.254883
	Iteration 35Q: 3 clusters Score -1055800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1055801.000000 Penalty: 2932.254883
	Iteration 36Q: 3 clusters Score -1055801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1055805.500000 Penalty: 2932.254883
	Iteration 37Q: 3 clusters Score -1055806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1055808.625000 Penalty: 2932.254883
	Iteration 38Q: 3 clusters Score -1055809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1055810.250000 Penalty: 2932.254883
	Iteration 39Q: 3 clusters Score -1055810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1055810.250000 Penalty: 2932.254883
	Iteration 40F: 3 clusters Score -1055810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -26311.878906 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -26311.88 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 117 members 
Entering Unmasked Estep 
Score: -25655.570312 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -25655.57 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25823.003906 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -25823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -25875.541016 Penalty: 1793.172119
	Iteration 2Q: 3 clusters Score -25875.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -25903.244141 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -25903.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -25925.765625 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -25925.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -25941.023438 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -25941.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -25946.771484 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -25946.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -25958.210938 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -25958.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -25959.511719 Penalty: 1793.172119
	Iteration 8Q: 3 clusters Score -25959.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -25959.511719 Penalty: 1793.172119
	Iteration 9F: 3 clusters Score -25959.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (95790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Entering Unmasked Estep 
Score: -12284131.000000 Penalty: 1863.860962
	Iteration 0F: 2 clusters Score -1.228413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -12221376.000000 Penalty: 3727.721924
	Iteration 0F: 3 clusters Score -1.222138e+07 nChanged 45632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -12248003.000000 Penalty: 3727.721924
	Iteration 1F: 3 clusters Score -1.2248e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -12248558.000000 Penalty: 3727.721924
	Iteration 2Q: 3 clusters Score -1.224856e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -12249181.000000 Penalty: 3727.721924
	Iteration 3Q: 3 clusters Score -1.224918e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -12250154.000000 Penalty: 3727.721924
	Iteration 4Q: 3 clusters Score -1.225015e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -12251651.000000 Penalty: 3727.721924
	Iteration 5Q: 3 clusters Score -1.225165e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -12253966.000000 Penalty: 3727.721924
	Iteration 6Q: 3 clusters Score -1.225397e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -12257494.000000 Penalty: 3727.721924
	Iteration 7F: 3 clusters Score -1.225749e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 62800 members 
Entering Unmasked Estep 
Score: -12262341.000000 Penalty: 3727.721924
	Iteration 8F: 3 clusters Score -1.226234e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -12266889.000000 Penalty: 3727.721924
	Iteration 9F: 3 clusters Score -1.226689e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -12269652.000000 Penalty: 3727.721924
	Iteration 10Q: 3 clusters Score -1.226965e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -12270818.000000 Penalty: 3727.721924
	Iteration 11Q: 3 clusters Score -1.227082e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -12271531.000000 Penalty: 3727.721924
	Iteration 12Q: 3 clusters Score -1.227153e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -12272229.000000 Penalty: 3727.721924
	Iteration 13Q: 3 clusters Score -1.227223e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -12273039.000000 Penalty: 3727.721924
	Iteration 14Q: 3 clusters Score -1.227304e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -12274000.000000 Penalty: 3727.721924
	Iteration 15Q: 3 clusters Score -1.2274e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -12274926.000000 Penalty: 3727.721924
	Iteration 16Q: 3 clusters Score -1.227493e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -12275950.000000 Penalty: 3727.721924
	Iteration 17Q: 3 clusters Score -1.227595e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -12276956.000000 Penalty: 3727.721924
	Iteration 18Q: 3 clusters Score -1.227696e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 85374 members 
Entering Unmasked Estep 
Score: -12277953.000000 Penalty: 3727.721924
	Iteration 19Q: 3 clusters Score -1.227795e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -12278945.000000 Penalty: 3727.721924
	Iteration 20F: 3 clusters Score -1.227894e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -12279742.000000 Penalty: 3727.721924
	Iteration 21Q: 3 clusters Score -1.227974e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -12280328.000000 Penalty: 3727.721924
	Iteration 22Q: 3 clusters Score -1.228033e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 90594 members 
Entering Unmasked Estep 
Score: -12280783.000000 Penalty: 3727.721924
	Iteration 23Q: 3 clusters Score -1.228078e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -12281158.000000 Penalty: 3727.721924
	Iteration 24Q: 3 clusters Score -1.228116e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -12281483.000000 Penalty: 3727.721924
	Iteration 25Q: 3 clusters Score -1.228148e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -12281766.000000 Penalty: 3727.721924
	Iteration 26Q: 3 clusters Score -1.228177e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -12281958.000000 Penalty: 3727.721924
	Iteration 27Q: 3 clusters Score -1.228196e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -12282102.000000 Penalty: 3727.721924
	Iteration 28Q: 3 clusters Score -1.22821e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 94021 members 
Entering Unmasked Estep 
Score: -12282204.000000 Penalty: 3727.721924
	Iteration 29Q: 3 clusters Score -1.22822e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -12282256.000000 Penalty: 3727.721924
	Iteration 30Q: 3 clusters Score -1.228226e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -12282309.000000 Penalty: 3727.721924
	Iteration 31Q: 3 clusters Score -1.228231e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -12282381.000000 Penalty: 3727.721924
	Iteration 32Q: 3 clusters Score -1.228238e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -12282424.000000 Penalty: 3727.721924
	Iteration 33Q: 3 clusters Score -1.228242e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
Score: -12282461.000000 Penalty: 3727.721924
	Iteration 34Q: 3 clusters Score -1.228246e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -12282460.000000 Penalty: 3727.721924
	Iteration 35Q: 3 clusters Score -1.228246e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -12282479.000000 Penalty: 3727.721924
	Iteration 36Q: 3 clusters Score -1.228248e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -12282505.000000 Penalty: 3727.721924
	Iteration 37Q: 3 clusters Score -1.22825e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -12282516.000000 Penalty: 3727.721924
	Iteration 38Q: 3 clusters Score -1.228252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -12282551.000000 Penalty: 3727.721924
	Iteration 39Q: 3 clusters Score -1.228255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -12282560.000000 Penalty: 3727.721924
	Iteration 40F: 3 clusters Score -1.228256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -12282568.000000 Penalty: 3727.721924
	Iteration 41Q: 3 clusters Score -1.228257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -12282585.000000 Penalty: 3727.721924
	Iteration 42Q: 3 clusters Score -1.228258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -12282579.000000 Penalty: 3727.721924
	Iteration 43Q: 3 clusters Score -1.228258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 95353 members 
Entering Unmasked Estep 
Score: -12282573.000000 Penalty: 3727.721924
	Iteration 44Q: 3 clusters Score -1.228257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 95367 members 
Entering Unmasked Estep 
Score: -12282585.000000 Penalty: 3727.721924
	Iteration 45Q: 3 clusters Score -1.228258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -12282586.000000 Penalty: 3727.721924
	Iteration 46Q: 3 clusters Score -1.228259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -12282591.000000 Penalty: 3727.721924
	Iteration 47Q: 3 clusters Score -1.228259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -12282600.000000 Penalty: 3727.721924
	Iteration 48Q: 3 clusters Score -1.22826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -12282607.000000 Penalty: 3727.721924
	Iteration 49Q: 3 clusters Score -1.228261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -12282614.000000 Penalty: 3727.721924
	Iteration 50Q: 3 clusters Score -1.228261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -12282609.000000 Penalty: 3727.721924
	Iteration 51Q: 3 clusters Score -1.228261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 95416 members 
Entering Unmasked Estep 
Score: -12282625.000000 Penalty: 3727.721924
	Iteration 52Q: 3 clusters Score -1.228262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -12282627.000000 Penalty: 3727.721924
	Iteration 53Q: 3 clusters Score -1.228263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -12282618.000000 Penalty: 3727.721924
	Iteration 54Q: 3 clusters Score -1.228262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -12282627.000000 Penalty: 3727.721924
	Iteration 55Q: 3 clusters Score -1.228263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -12282631.000000 Penalty: 3727.721924
	Iteration 56Q: 3 clusters Score -1.228263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -12282632.000000 Penalty: 3727.721924
	Iteration 57Q: 3 clusters Score -1.228263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -12282639.000000 Penalty: 3727.721924
	Iteration 58Q: 3 clusters Score -1.228264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -12282645.000000 Penalty: 3727.721924
	Iteration 59Q: 3 clusters Score -1.228264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -12282647.000000 Penalty: 3727.721924
	Iteration 60F: 3 clusters Score -1.228265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -12282637.000000 Penalty: 3727.721924
	Iteration 61Q: 3 clusters Score -1.228264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 95458 members 
Entering Unmasked Estep 
Score: -12282633.000000 Penalty: 3727.721924
	Iteration 62Q: 3 clusters Score -1.228263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -12282642.000000 Penalty: 3727.721924
	Iteration 63Q: 3 clusters Score -1.228264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -12282645.000000 Penalty: 3727.721924
	Iteration 64Q: 3 clusters Score -1.228264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -12282655.000000 Penalty: 3727.721924
	Iteration 65Q: 3 clusters Score -1.228266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -12282661.000000 Penalty: 3727.721924
	Iteration 66Q: 3 clusters Score -1.228266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 95466 members 
Entering Unmasked Estep 
Score: -12282653.000000 Penalty: 3727.721924
	Iteration 67Q: 3 clusters Score -1.228265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 95467 members 
Entering Unmasked Estep 
Score: -12282660.000000 Penalty: 3727.721924
	Iteration 68Q: 3 clusters Score -1.228266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -12282653.000000 Penalty: 3727.721924
	Iteration 69Q: 3 clusters Score -1.228265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -12282654.000000 Penalty: 3727.721924
	Iteration 70Q: 3 clusters Score -1.228265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -12282654.000000 Penalty: 3727.721924
	Iteration 71F: 3 clusters Score -1.228265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -8715.384766 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -8715.385 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 128 members 
Entering Unmasked Estep 
Score: -8088.381348 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -8088.381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8292.507812 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -8292.508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8373.485352 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -8373.485 nChanged 11
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: -8483.690430 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -8483.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8529.721680 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -8529.722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8547.212891 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -8547.213 nChanged 2
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: -8553.878906 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -8553.879 nChanged 2
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: -8570.123047 Penalty: 1779.850586
	Iteration 7Q: 3 clusters Score -8570.123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8618.428711 Penalty: 1779.850586
	Iteration 8Q: 3 clusters Score -8618.429 nChanged 1
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: -8626.000000 Penalty: 1779.850586
	Iteration 9Q: 3 clusters Score -8626 nChanged 0
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: -8629.961914 Penalty: 1779.850586
	Iteration 10F: 3 clusters Score -8629.962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8653.050781 Penalty: 1779.850586
	Iteration 11Q: 3 clusters Score -8653.051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8653.050781 Penalty: 1779.850586
	Iteration 12F: 3 clusters Score -8653.051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Entering Unmasked Estep 
Score: -4082586.250000 Penalty: 1682.813110
	Iteration 0F: 2 clusters Score -4082586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4061664.750000 Penalty: 3365.626221
	Iteration 0F: 3 clusters Score -4061665 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4069727.250000 Penalty: 3365.626221
	Iteration 1F: 3 clusters Score -4069727 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4070040.500000 Penalty: 3365.626221
	Iteration 2Q: 3 clusters Score -4070040 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4070321.250000 Penalty: 3365.626221
	Iteration 3Q: 3 clusters Score -4070321 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4070620.250000 Penalty: 3365.626221
	Iteration 4Q: 3 clusters Score -4070620 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4070959.750000 Penalty: 3365.626221
	Iteration 5Q: 3 clusters Score -4070960 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4071429.000000 Penalty: 3365.626221
	Iteration 6Q: 3 clusters Score -4071429 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -4072117.500000 Penalty: 3365.626221
	Iteration 7Q: 3 clusters Score -4072118 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4073160.250000 Penalty: 3365.626221
	Iteration 8F: 3 clusters Score -4073160 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -4074446.500000 Penalty: 3365.626221
	Iteration 9F: 3 clusters Score -4074446 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4075907.750000 Penalty: 3365.626221
	Iteration 10F: 3 clusters Score -4075908 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -4077408.250000 Penalty: 3365.626221
	Iteration 11F: 3 clusters Score -4077408 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -4078697.500000 Penalty: 3365.626221
	Iteration 12Q: 3 clusters Score -4078698 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4079453.750000 Penalty: 3365.626221
	Iteration 13Q: 3 clusters Score -4079454 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4079965.750000 Penalty: 3365.626221
	Iteration 14Q: 3 clusters Score -4079966 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4080322.000000 Penalty: 3365.626221
	Iteration 15Q: 3 clusters Score -4080322 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4080585.500000 Penalty: 3365.626221
	Iteration 16Q: 3 clusters Score -4080586 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4080768.250000 Penalty: 3365.626221
	Iteration 17Q: 3 clusters Score -4080768 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -4080877.500000 Penalty: 3365.626221
	Iteration 18Q: 3 clusters Score -4080878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4080949.000000 Penalty: 3365.626221
	Iteration 19Q: 3 clusters Score -4080949 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4080989.250000 Penalty: 3365.626221
	Iteration 20F: 3 clusters Score -4080989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4081010.750000 Penalty: 3365.626221
	Iteration 21Q: 3 clusters Score -4081011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -4081022.750000 Penalty: 3365.626221
	Iteration 22Q: 3 clusters Score -4081023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -4081047.500000 Penalty: 3365.626221
	Iteration 23Q: 3 clusters Score -4081048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -4081063.000000 Penalty: 3365.626221
	Iteration 24Q: 3 clusters Score -4081063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4081084.500000 Penalty: 3365.626221
	Iteration 25Q: 3 clusters Score -4081084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -4081094.250000 Penalty: 3365.626221
	Iteration 26Q: 3 clusters Score -4081094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -4081097.000000 Penalty: 3365.626221
	Iteration 27Q: 3 clusters Score -4081097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4081108.750000 Penalty: 3365.626221
	Iteration 28Q: 3 clusters Score -4081109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4081111.250000 Penalty: 3365.626221
	Iteration 29Q: 3 clusters Score -4081111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -4081120.750000 Penalty: 3365.626221
	Iteration 30Q: 3 clusters Score -4081121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4081119.750000 Penalty: 3365.626221
	Iteration 31Q: 3 clusters Score -4081120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -4081126.250000 Penalty: 3365.626221
	Iteration 32Q: 3 clusters Score -4081126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4081129.250000 Penalty: 3365.626221
	Iteration 33Q: 3 clusters Score -4081129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4081131.250000 Penalty: 3365.626221
	Iteration 34Q: 3 clusters Score -4081131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4081136.000000 Penalty: 3365.626221
	Iteration 35Q: 3 clusters Score -4081136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4081141.750000 Penalty: 3365.626221
	Iteration 36Q: 3 clusters Score -4081142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4081145.000000 Penalty: 3365.626221
	Iteration 37Q: 3 clusters Score -4081145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4081150.750000 Penalty: 3365.626221
	Iteration 38Q: 3 clusters Score -4081151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4081153.500000 Penalty: 3365.626221
	Iteration 39Q: 3 clusters Score -4081154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4081151.500000 Penalty: 3365.626221
	Iteration 40F: 3 clusters Score -4081152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -4081153.750000 Penalty: 3365.626221
	Iteration 41Q: 3 clusters Score -4081154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4081151.500000 Penalty: 3365.626221
	Iteration 42Q: 3 clusters Score -4081152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4081156.000000 Penalty: 3365.626221
	Iteration 43Q: 3 clusters Score -4081156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4081155.750000 Penalty: 3365.626221
	Iteration 44Q: 3 clusters Score -4081156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4081155.750000 Penalty: 3365.626221
	Iteration 45F: 3 clusters Score -4081156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Entering Unmasked Estep 
Score: -1282658.500000 Penalty: 1497.539307
	Iteration 0F: 2 clusters Score -1282658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1275444.250000 Penalty: 2995.078613
	Iteration 0F: 3 clusters Score -1275444 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1277785.375000 Penalty: 2995.078613
	Iteration 1F: 3 clusters Score -1277785 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1278060.625000 Penalty: 2995.078613
	Iteration 2F: 3 clusters Score -1278061 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1278298.750000 Penalty: 2995.078613
	Iteration 3F: 3 clusters Score -1278299 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1278533.000000 Penalty: 2995.078613
	Iteration 4F: 3 clusters Score -1278533 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1278771.375000 Penalty: 2995.078613
	Iteration 5Q: 3 clusters Score -1278771 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1278978.875000 Penalty: 2995.078613
	Iteration 6Q: 3 clusters Score -1278979 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1279244.000000 Penalty: 2995.078613
	Iteration 7Q: 3 clusters Score -1279244 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1279549.750000 Penalty: 2995.078613
	Iteration 8Q: 3 clusters Score -1279550 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1279871.750000 Penalty: 2995.078613
	Iteration 9Q: 3 clusters Score -1279872 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1280189.000000 Penalty: 2995.078613
	Iteration 10Q: 3 clusters Score -1280189 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1280447.000000 Penalty: 2995.078613
	Iteration 11Q: 3 clusters Score -1280447 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1280643.875000 Penalty: 2995.078613
	Iteration 12Q: 3 clusters Score -1280644 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1280795.125000 Penalty: 2995.078613
	Iteration 13Q: 3 clusters Score -1280795 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1280915.375000 Penalty: 2995.078613
	Iteration 14Q: 3 clusters Score -1280915 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1281010.125000 Penalty: 2995.078613
	Iteration 15Q: 3 clusters Score -1281010 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1281064.000000 Penalty: 2995.078613
	Iteration 16Q: 3 clusters Score -1281064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1281108.500000 Penalty: 2995.078613
	Iteration 17Q: 3 clusters Score -1281108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1281156.750000 Penalty: 2995.078613
	Iteration 18Q: 3 clusters Score -1281157 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1281183.375000 Penalty: 2995.078613
	Iteration 19Q: 3 clusters Score -1281183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1281204.500000 Penalty: 2995.078613
	Iteration 20F: 3 clusters Score -1281204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1281237.125000 Penalty: 2995.078613
	Iteration 21Q: 3 clusters Score -1281237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1281246.750000 Penalty: 2995.078613
	Iteration 22Q: 3 clusters Score -1281247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1281259.750000 Penalty: 2995.078613
	Iteration 23Q: 3 clusters Score -1281260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1281268.750000 Penalty: 2995.078613
	Iteration 24Q: 3 clusters Score -1281269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1281271.125000 Penalty: 2995.078613
	Iteration 25Q: 3 clusters Score -1281271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1281270.625000 Penalty: 2995.078613
	Iteration 26Q: 3 clusters Score -1281271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1281276.875000 Penalty: 2995.078613
	Iteration 27Q: 3 clusters Score -1281277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1281283.875000 Penalty: 2995.078613
	Iteration 28Q: 3 clusters Score -1281284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1281291.375000 Penalty: 2995.078613
	Iteration 29Q: 3 clusters Score -1281291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1281299.875000 Penalty: 2995.078613
	Iteration 30Q: 3 clusters Score -1281300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1281303.625000 Penalty: 2995.078613
	Iteration 31Q: 3 clusters Score -1281304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1281310.875000 Penalty: 2995.078613
	Iteration 32Q: 3 clusters Score -1281311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1281316.000000 Penalty: 2995.078613
	Iteration 33Q: 3 clusters Score -1281316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1281318.625000 Penalty: 2995.078613
	Iteration 34Q: 3 clusters Score -1281319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1281327.625000 Penalty: 2995.078613
	Iteration 35Q: 3 clusters Score -1281328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1281331.125000 Penalty: 2995.078613
	Iteration 36Q: 3 clusters Score -1281331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1281337.750000 Penalty: 2995.078613
	Iteration 37Q: 3 clusters Score -1281338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1281337.125000 Penalty: 2995.078613
	Iteration 38Q: 3 clusters Score -1281337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1281340.625000 Penalty: 2995.078613
	Iteration 39Q: 3 clusters Score -1281341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1281346.125000 Penalty: 2995.078613
	Iteration 40F: 3 clusters Score -1281346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1281353.625000 Penalty: 2995.078613
	Iteration 41Q: 3 clusters Score -1281354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1281356.125000 Penalty: 2995.078613
	Iteration 42Q: 3 clusters Score -1281356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1281362.750000 Penalty: 2995.078613
	Iteration 43Q: 3 clusters Score -1281363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1281364.000000 Penalty: 2995.078613
	Iteration 44Q: 3 clusters Score -1281364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1281364.625000 Penalty: 2995.078613
	Iteration 45Q: 3 clusters Score -1281365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1281366.500000 Penalty: 2995.078613
	Iteration 46Q: 3 clusters Score -1281366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1281371.625000 Penalty: 2995.078613
	Iteration 47Q: 3 clusters Score -1281372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1281377.375000 Penalty: 2995.078613
	Iteration 48Q: 3 clusters Score -1281377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1281381.625000 Penalty: 2995.078613
	Iteration 49Q: 3 clusters Score -1281382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1281381.125000 Penalty: 2995.078613
	Iteration 50Q: 3 clusters Score -1281381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1281380.625000 Penalty: 2995.078613
	Iteration 51Q: 3 clusters Score -1281381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1281383.500000 Penalty: 2995.078613
	Iteration 52Q: 3 clusters Score -1281384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1281384.000000 Penalty: 2995.078613
	Iteration 53Q: 3 clusters Score -1281384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1281384.000000 Penalty: 2995.078613
	Iteration 54F: 3 clusters Score -1281384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -961062.750000 Penalty: 1455.050537
	Iteration 0F: 2 clusters Score -961062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -955407.312500 Penalty: 2910.101074
	Iteration 0F: 3 clusters Score -955407.3 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -957704.187500 Penalty: 2910.101074
	Iteration 1F: 3 clusters Score -957704.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -958296.687500 Penalty: 2910.101074
	Iteration 2F: 3 clusters Score -958296.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -958800.125000 Penalty: 2910.101074
	Iteration 3F: 3 clusters Score -958800.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -959202.062500 Penalty: 2910.101074
	Iteration 4F: 3 clusters Score -959202.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -959503.125000 Penalty: 2910.101074
	Iteration 5F: 3 clusters Score -959503.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -959718.625000 Penalty: 2910.101074
	Iteration 6Q: 3 clusters Score -959718.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -959876.375000 Penalty: 2910.101074
	Iteration 7Q: 3 clusters Score -959876.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -960010.625000 Penalty: 2910.101074
	Iteration 8Q: 3 clusters Score -960010.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -960120.500000 Penalty: 2910.101074
	Iteration 9Q: 3 clusters Score -960120.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -960221.000000 Penalty: 2910.101074
	Iteration 10Q: 3 clusters Score -960221 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -960291.625000 Penalty: 2910.101074
	Iteration 11Q: 3 clusters Score -960291.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -960335.312500 Penalty: 2910.101074
	Iteration 12Q: 3 clusters Score -960335.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -960380.812500 Penalty: 2910.101074
	Iteration 13Q: 3 clusters Score -960380.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -960421.687500 Penalty: 2910.101074
	Iteration 14Q: 3 clusters Score -960421.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -960444.750000 Penalty: 2910.101074
	Iteration 15Q: 3 clusters Score -960444.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -960461.000000 Penalty: 2910.101074
	Iteration 16Q: 3 clusters Score -960461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -960470.125000 Penalty: 2910.101074
	Iteration 17Q: 3 clusters Score -960470.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -960476.250000 Penalty: 2910.101074
	Iteration 18Q: 3 clusters Score -960476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -960476.500000 Penalty: 2910.101074
	Iteration 19Q: 3 clusters Score -960476.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -960477.062500 Penalty: 2910.101074
	Iteration 20F: 3 clusters Score -960477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -960475.625000 Penalty: 2910.101074
	Iteration 21Q: 3 clusters Score -960475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -960476.750000 Penalty: 2910.101074
	Iteration 22Q: 3 clusters Score -960476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -960476.750000 Penalty: 2910.101074
	Iteration 23F: 3 clusters Score -960476.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97142 members 
Entering Unmasked Estep 
Score: -12468800.000000 Penalty: 1866.138428
	Iteration 0F: 2 clusters Score -1.24688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -12407182.000000 Penalty: 3732.276855
	Iteration 0F: 3 clusters Score -1.240718e+07 nChanged 46397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -12434023.000000 Penalty: 3732.276855
	Iteration 1F: 3 clusters Score -1.243402e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -12434756.000000 Penalty: 3732.276855
	Iteration 2Q: 3 clusters Score -1.243476e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -12435584.000000 Penalty: 3732.276855
	Iteration 3Q: 3 clusters Score -1.243558e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -12436720.000000 Penalty: 3732.276855
	Iteration 4Q: 3 clusters Score -1.243672e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -12438294.000000 Penalty: 3732.276855
	Iteration 5Q: 3 clusters Score -1.243829e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -12440502.000000 Penalty: 3732.276855
	Iteration 6Q: 3 clusters Score -1.24405e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -12443983.000000 Penalty: 3732.276855
	Iteration 7F: 3 clusters Score -1.244398e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -12448419.000000 Penalty: 3732.276855
	Iteration 8F: 3 clusters Score -1.244842e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -12452358.000000 Penalty: 3732.276855
	Iteration 9F: 3 clusters Score -1.245236e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -12454397.000000 Penalty: 3732.276855
	Iteration 10Q: 3 clusters Score -1.24544e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -12455199.000000 Penalty: 3732.276855
	Iteration 11Q: 3 clusters Score -1.24552e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -12455547.000000 Penalty: 3732.276855
	Iteration 12Q: 3 clusters Score -1.245555e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -12455881.000000 Penalty: 3732.276855
	Iteration 13Q: 3 clusters Score -1.245588e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -12456155.000000 Penalty: 3732.276855
	Iteration 14Q: 3 clusters Score -1.245616e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -12456412.000000 Penalty: 3732.276855
	Iteration 15Q: 3 clusters Score -1.245641e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -12456672.000000 Penalty: 3732.276855
	Iteration 16Q: 3 clusters Score -1.245667e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -12456899.000000 Penalty: 3732.276855
	Iteration 17Q: 3 clusters Score -1.24569e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -12457116.000000 Penalty: 3732.276855
	Iteration 18Q: 3 clusters Score -1.245712e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -12457462.000000 Penalty: 3732.276855
	Iteration 19Q: 3 clusters Score -1.245746e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -12457807.000000 Penalty: 3732.276855
	Iteration 20F: 3 clusters Score -1.245781e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -12458016.000000 Penalty: 3732.276855
	Iteration 21Q: 3 clusters Score -1.245802e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -12458283.000000 Penalty: 3732.276855
	Iteration 22Q: 3 clusters Score -1.245828e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -12458517.000000 Penalty: 3732.276855
	Iteration 23Q: 3 clusters Score -1.245852e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -12458759.000000 Penalty: 3732.276855
	Iteration 24Q: 3 clusters Score -1.245876e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -12458933.000000 Penalty: 3732.276855
	Iteration 25Q: 3 clusters Score -1.245893e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -12459111.000000 Penalty: 3732.276855
	Iteration 26Q: 3 clusters Score -1.245911e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -12459264.000000 Penalty: 3732.276855
	Iteration 27Q: 3 clusters Score -1.245926e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -12459439.000000 Penalty: 3732.276855
	Iteration 28Q: 3 clusters Score -1.245944e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -12459599.000000 Penalty: 3732.276855
	Iteration 29Q: 3 clusters Score -1.24596e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -12459684.000000 Penalty: 3732.276855
	Iteration 30Q: 3 clusters Score -1.245968e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -12459766.000000 Penalty: 3732.276855
	Iteration 31Q: 3 clusters Score -1.245977e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -12459860.000000 Penalty: 3732.276855
	Iteration 32Q: 3 clusters Score -1.245986e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -12459996.000000 Penalty: 3732.276855
	Iteration 33Q: 3 clusters Score -1.246e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -12460070.000000 Penalty: 3732.276855
	Iteration 34Q: 3 clusters Score -1.246007e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -12460101.000000 Penalty: 3732.276855
	Iteration 35Q: 3 clusters Score -1.24601e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -12460168.000000 Penalty: 3732.276855
	Iteration 36Q: 3 clusters Score -1.246017e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -12460183.000000 Penalty: 3732.276855
	Iteration 37Q: 3 clusters Score -1.246018e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -12460213.000000 Penalty: 3732.276855
	Iteration 38Q: 3 clusters Score -1.246021e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -12460296.000000 Penalty: 3732.276855
	Iteration 39Q: 3 clusters Score -1.24603e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -12460291.000000 Penalty: 3732.276855
	Iteration 40F: 3 clusters Score -1.246029e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -12460323.000000 Penalty: 3732.276855
	Iteration 41Q: 3 clusters Score -1.246032e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -12460352.000000 Penalty: 3732.276855
	Iteration 42Q: 3 clusters Score -1.246035e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -12460298.000000 Penalty: 3732.276855
	Iteration 43Q: 3 clusters Score -1.24603e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -12460329.000000 Penalty: 3732.276855
	Iteration 44Q: 3 clusters Score -1.246033e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -12460385.000000 Penalty: 3732.276855
	Iteration 45Q: 3 clusters Score -1.246038e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -12460387.000000 Penalty: 3732.276855
	Iteration 46Q: 3 clusters Score -1.246039e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -12460423.000000 Penalty: 3732.276855
	Iteration 47Q: 3 clusters Score -1.246042e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -12460427.000000 Penalty: 3732.276855
	Iteration 48Q: 3 clusters Score -1.246043e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -12460420.000000 Penalty: 3732.276855
	Iteration 49Q: 3 clusters Score -1.246042e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -12460411.000000 Penalty: 3732.276855
	Iteration 50Q: 3 clusters Score -1.246041e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -12460416.000000 Penalty: 3732.276855
	Iteration 51Q: 3 clusters Score -1.246042e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -12460403.000000 Penalty: 3732.276855
	Iteration 52Q: 3 clusters Score -1.24604e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -12460418.000000 Penalty: 3732.276855
	Iteration 53Q: 3 clusters Score -1.246042e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -12460430.000000 Penalty: 3732.276855
	Iteration 54Q: 3 clusters Score -1.246043e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -12460444.000000 Penalty: 3732.276855
	Iteration 55Q: 3 clusters Score -1.246044e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -12460481.000000 Penalty: 3732.276855
	Iteration 56Q: 3 clusters Score -1.246048e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -12460507.000000 Penalty: 3732.276855
	Iteration 57Q: 3 clusters Score -1.246051e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -12460499.000000 Penalty: 3732.276855
	Iteration 58Q: 3 clusters Score -1.24605e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -12460488.000000 Penalty: 3732.276855
	Iteration 59Q: 3 clusters Score -1.246049e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -12460503.000000 Penalty: 3732.276855
	Iteration 60F: 3 clusters Score -1.24605e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -12460546.000000 Penalty: 3732.276855
	Iteration 61Q: 3 clusters Score -1.246055e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -12460567.000000 Penalty: 3732.276855
	Iteration 62Q: 3 clusters Score -1.246057e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -12460528.000000 Penalty: 3732.276855
	Iteration 63Q: 3 clusters Score -1.246053e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -12460531.000000 Penalty: 3732.276855
	Iteration 64Q: 3 clusters Score -1.246053e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -12460521.000000 Penalty: 3732.276855
	Iteration 65Q: 3 clusters Score -1.246052e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -12460528.000000 Penalty: 3732.276855
	Iteration 66Q: 3 clusters Score -1.246053e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -12460554.000000 Penalty: 3732.276855
	Iteration 67Q: 3 clusters Score -1.246055e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -12460607.000000 Penalty: 3732.276855
	Iteration 68Q: 3 clusters Score -1.246061e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -12460633.000000 Penalty: 3732.276855
	Iteration 69Q: 3 clusters Score -1.246063e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -12460649.000000 Penalty: 3732.276855
	Iteration 70Q: 3 clusters Score -1.246065e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -12460655.000000 Penalty: 3732.276855
	Iteration 71Q: 3 clusters Score -1.246066e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -12460668.000000 Penalty: 3732.276855
	Iteration 72Q: 3 clusters Score -1.246067e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -12460680.000000 Penalty: 3732.276855
	Iteration 73Q: 3 clusters Score -1.246068e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -12460677.000000 Penalty: 3732.276855
	Iteration 74Q: 3 clusters Score -1.246068e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -12460752.000000 Penalty: 3732.276855
	Iteration 75Q: 3 clusters Score -1.246075e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -12460789.000000 Penalty: 3732.276855
	Iteration 76Q: 3 clusters Score -1.246079e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -12460814.000000 Penalty: 3732.276855
	Iteration 77Q: 3 clusters Score -1.246081e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -12460859.000000 Penalty: 3732.276855
	Iteration 78Q: 3 clusters Score -1.246086e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -12460939.000000 Penalty: 3732.276855
	Iteration 79Q: 3 clusters Score -1.246094e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -12460978.000000 Penalty: 3732.276855
	Iteration 80F: 3 clusters Score -1.246098e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -12460950.000000 Penalty: 3732.276855
	Iteration 81Q: 3 clusters Score -1.246095e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -12460945.000000 Penalty: 3732.276855
	Iteration 82Q: 3 clusters Score -1.246094e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -12461020.000000 Penalty: 3732.276855
	Iteration 83Q: 3 clusters Score -1.246102e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -12461079.000000 Penalty: 3732.276855
	Iteration 84Q: 3 clusters Score -1.246108e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -12461164.000000 Penalty: 3732.276855
	Iteration 85Q: 3 clusters Score -1.246116e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -12461227.000000 Penalty: 3732.276855
	Iteration 86Q: 3 clusters Score -1.246123e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -12461321.000000 Penalty: 3732.276855
	Iteration 87Q: 3 clusters Score -1.246132e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62290 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -12461385.000000 Penalty: 3732.276855
	Iteration 88Q: 3 clusters Score -1.246138e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -12461529.000000 Penalty: 3732.276855
	Iteration 89Q: 3 clusters Score -1.246153e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -12461701.000000 Penalty: 3732.276855
	Iteration 90Q: 3 clusters Score -1.24617e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -12461899.000000 Penalty: 3732.276855
	Iteration 91Q: 3 clusters Score -1.24619e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -12462068.000000 Penalty: 3732.276855
	Iteration 92Q: 3 clusters Score -1.246207e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -12462173.000000 Penalty: 3732.276855
	Iteration 93Q: 3 clusters Score -1.246217e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -12462358.000000 Penalty: 3732.276855
	Iteration 94Q: 3 clusters Score -1.246236e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -12462542.000000 Penalty: 3732.276855
	Iteration 95Q: 3 clusters Score -1.246254e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -12462711.000000 Penalty: 3732.276855
	Iteration 96Q: 3 clusters Score -1.246271e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -12462810.000000 Penalty: 3732.276855
	Iteration 97Q: 3 clusters Score -1.246281e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -12462961.000000 Penalty: 3732.276855
	Iteration 98Q: 3 clusters Score -1.246296e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -12463168.000000 Penalty: 3732.276855
	Iteration 99Q: 3 clusters Score -1.246317e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -12463264.000000 Penalty: 3732.276855
	Iteration 100F: 3 clusters Score -1.246326e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -12463390.000000 Penalty: 3732.276855
	Iteration 101Q: 3 clusters Score -1.246339e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -12463514.000000 Penalty: 3732.276855
	Iteration 102Q: 3 clusters Score -1.246351e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -12463638.000000 Penalty: 3732.276855
	Iteration 103Q: 3 clusters Score -1.246364e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -12463756.000000 Penalty: 3732.276855
	Iteration 104Q: 3 clusters Score -1.246376e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -12463978.000000 Penalty: 3732.276855
	Iteration 105Q: 3 clusters Score -1.246398e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -12464065.000000 Penalty: 3732.276855
	Iteration 106Q: 3 clusters Score -1.246406e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -12464230.000000 Penalty: 3732.276855
	Iteration 107Q: 3 clusters Score -1.246423e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -12464381.000000 Penalty: 3732.276855
	Iteration 108Q: 3 clusters Score -1.246438e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -12464479.000000 Penalty: 3732.276855
	Iteration 109Q: 3 clusters Score -1.246448e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -12464593.000000 Penalty: 3732.276855
	Iteration 110Q: 3 clusters Score -1.246459e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -12464632.000000 Penalty: 3732.276855
	Iteration 111Q: 3 clusters Score -1.246463e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -12464738.000000 Penalty: 3732.276855
	Iteration 112Q: 3 clusters Score -1.246474e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -12464904.000000 Penalty: 3732.276855
	Iteration 113Q: 3 clusters Score -1.24649e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -12464999.000000 Penalty: 3732.276855
	Iteration 114Q: 3 clusters Score -1.2465e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -12465084.000000 Penalty: 3732.276855
	Iteration 115Q: 3 clusters Score -1.246508e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -12465180.000000 Penalty: 3732.276855
	Iteration 116Q: 3 clusters Score -1.246518e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -12465302.000000 Penalty: 3732.276855
	Iteration 117Q: 3 clusters Score -1.24653e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -12465386.000000 Penalty: 3732.276855
	Iteration 118Q: 3 clusters Score -1.246539e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -12465502.000000 Penalty: 3732.276855
	Iteration 119Q: 3 clusters Score -1.24655e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -12465559.000000 Penalty: 3732.276855
	Iteration 120F: 3 clusters Score -1.246556e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -12465699.000000 Penalty: 3732.276855
	Iteration 121Q: 3 clusters Score -1.24657e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -12465801.000000 Penalty: 3732.276855
	Iteration 122Q: 3 clusters Score -1.24658e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -12465900.000000 Penalty: 3732.276855
	Iteration 123Q: 3 clusters Score -1.24659e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -12465978.000000 Penalty: 3732.276855
	Iteration 124Q: 3 clusters Score -1.246598e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -12466075.000000 Penalty: 3732.276855
	Iteration 125Q: 3 clusters Score -1.246608e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -12466131.000000 Penalty: 3732.276855
	Iteration 126Q: 3 clusters Score -1.246613e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91730 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -12466219.000000 Penalty: 3732.276855
	Iteration 127Q: 3 clusters Score -1.246622e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92043 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -12466287.000000 Penalty: 3732.276855
	Iteration 128Q: 3 clusters Score -1.246629e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -12466427.000000 Penalty: 3732.276855
	Iteration 129Q: 3 clusters Score -1.246643e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92564 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -12466452.000000 Penalty: 3732.276855
	Iteration 130Q: 3 clusters Score -1.246645e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -12466474.000000 Penalty: 3732.276855
	Iteration 131Q: 3 clusters Score -1.246647e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -12466537.000000 Penalty: 3732.276855
	Iteration 132Q: 3 clusters Score -1.246654e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -12466617.000000 Penalty: 3732.276855
	Iteration 133Q: 3 clusters Score -1.246662e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -12466680.000000 Penalty: 3732.276855
	Iteration 134Q: 3 clusters Score -1.246668e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -12466683.000000 Penalty: 3732.276855
	Iteration 135Q: 3 clusters Score -1.246668e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -12466712.000000 Penalty: 3732.276855
	Iteration 136Q: 3 clusters Score -1.246671e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93671 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -12466756.000000 Penalty: 3732.276855
	Iteration 137Q: 3 clusters Score -1.246676e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -12466753.000000 Penalty: 3732.276855
	Iteration 138Q: 3 clusters Score -1.246675e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -12466772.000000 Penalty: 3732.276855
	Iteration 139Q: 3 clusters Score -1.246677e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -12466798.000000 Penalty: 3732.276855
	Iteration 140F: 3 clusters Score -1.24668e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -12466812.000000 Penalty: 3732.276855
	Iteration 141Q: 3 clusters Score -1.246681e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94055 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -12466802.000000 Penalty: 3732.276855
	Iteration 142Q: 3 clusters Score -1.24668e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -12466823.000000 Penalty: 3732.276855
	Iteration 143Q: 3 clusters Score -1.246682e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94170 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -12466812.000000 Penalty: 3732.276855
	Iteration 144Q: 3 clusters Score -1.246681e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -12466826.000000 Penalty: 3732.276855
	Iteration 145Q: 3 clusters Score -1.246683e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -12466841.000000 Penalty: 3732.276855
	Iteration 146Q: 3 clusters Score -1.246684e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -12466877.000000 Penalty: 3732.276855
	Iteration 147Q: 3 clusters Score -1.246688e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94461 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -12466897.000000 Penalty: 3732.276855
	Iteration 148Q: 3 clusters Score -1.24669e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -12466901.000000 Penalty: 3732.276855
	Iteration 149Q: 3 clusters Score -1.24669e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -12466934.000000 Penalty: 3732.276855
	Iteration 150Q: 3 clusters Score -1.246693e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -12466981.000000 Penalty: 3732.276855
	Iteration 151Q: 3 clusters Score -1.246698e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12467001.000000 Penalty: 3732.276855
	Iteration 152Q: 3 clusters Score -1.2467e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94911 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -12467041.000000 Penalty: 3732.276855
	Iteration 153Q: 3 clusters Score -1.246704e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -12467074.000000 Penalty: 3732.276855
	Iteration 154Q: 3 clusters Score -1.246707e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -12467093.000000 Penalty: 3732.276855
	Iteration 155Q: 3 clusters Score -1.246709e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -12467110.000000 Penalty: 3732.276855
	Iteration 156Q: 3 clusters Score -1.246711e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -12467121.000000 Penalty: 3732.276855
	Iteration 157Q: 3 clusters Score -1.246712e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95231 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -12467133.000000 Penalty: 3732.276855
	Iteration 158Q: 3 clusters Score -1.246713e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -12467162.000000 Penalty: 3732.276855
	Iteration 159Q: 3 clusters Score -1.246716e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -12467192.000000 Penalty: 3732.276855
	Iteration 160F: 3 clusters Score -1.246719e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -12467189.000000 Penalty: 3732.276855
	Iteration 161Q: 3 clusters Score -1.246719e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -12467202.000000 Penalty: 3732.276855
	Iteration 162Q: 3 clusters Score -1.24672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -12467205.000000 Penalty: 3732.276855
	Iteration 163Q: 3 clusters Score -1.24672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -12467204.000000 Penalty: 3732.276855
	Iteration 164Q: 3 clusters Score -1.24672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -12467221.000000 Penalty: 3732.276855
	Iteration 165Q: 3 clusters Score -1.246722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -12467225.000000 Penalty: 3732.276855
	Iteration 166Q: 3 clusters Score -1.246722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -12467230.000000 Penalty: 3732.276855
	Iteration 167Q: 3 clusters Score -1.246723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -12467222.000000 Penalty: 3732.276855
	Iteration 168Q: 3 clusters Score -1.246722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -12467221.000000 Penalty: 3732.276855
	Iteration 169Q: 3 clusters Score -1.246722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -12467228.000000 Penalty: 3732.276855
	Iteration 170Q: 3 clusters Score -1.246723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -12467236.000000 Penalty: 3732.276855
	Iteration 171Q: 3 clusters Score -1.246724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95497 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -12467233.000000 Penalty: 3732.276855
	Iteration 172Q: 3 clusters Score -1.246723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12467239.000000 Penalty: 3732.276855
	Iteration 173Q: 3 clusters Score -1.246724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12467240.000000 Penalty: 3732.276855
	Iteration 174Q: 3 clusters Score -1.246724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12467222.000000 Penalty: 3732.276855
	Iteration 175Q: 3 clusters Score -1.246722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95518 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -12467229.000000 Penalty: 3732.276855
	Iteration 176Q: 3 clusters Score -1.246723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95518 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -12467229.000000 Penalty: 3732.276855
	Iteration 177F: 3 clusters Score -1.246723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (101334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101334 members 
Entering Unmasked Estep 
Score: -13019837.000000 Penalty: 1873.003784
	Iteration 0F: 2 clusters Score -1.301984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -12954876.000000 Penalty: 3746.007568
	Iteration 0F: 3 clusters Score -1.295488e+07 nChanged 48505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -12983200.000000 Penalty: 3746.007568
	Iteration 1F: 3 clusters Score -1.29832e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -12984166.000000 Penalty: 3746.007568
	Iteration 2Q: 3 clusters Score -1.298417e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -12985738.000000 Penalty: 3746.007568
	Iteration 3Q: 3 clusters Score -1.298574e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -12988312.000000 Penalty: 3746.007568
	Iteration 4F: 3 clusters Score -1.298831e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -12992586.000000 Penalty: 3746.007568
	Iteration 5F: 3 clusters Score -1.299259e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74560 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -12998162.000000 Penalty: 3746.007568
	Iteration 6F: 3 clusters Score -1.299816e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -13004026.000000 Penalty: 3746.007568
	Iteration 7F: 3 clusters Score -1.300403e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -13008557.000000 Penalty: 3746.007568
	Iteration 8F: 3 clusters Score -1.300856e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -13011641.000000 Penalty: 3746.007568
	Iteration 9Q: 3 clusters Score -1.301164e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -13013429.000000 Penalty: 3746.007568
	Iteration 10Q: 3 clusters Score -1.301343e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -13014652.000000 Penalty: 3746.007568
	Iteration 11Q: 3 clusters Score -1.301465e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -13015575.000000 Penalty: 3746.007568
	Iteration 12Q: 3 clusters Score -1.301558e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -13016264.000000 Penalty: 3746.007568
	Iteration 13Q: 3 clusters Score -1.301626e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -13016883.000000 Penalty: 3746.007568
	Iteration 14Q: 3 clusters Score -1.301688e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98478 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -13017280.000000 Penalty: 3746.007568
	Iteration 15Q: 3 clusters Score -1.301728e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -13017673.000000 Penalty: 3746.007568
	Iteration 16Q: 3 clusters Score -1.301767e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99549 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13017863.000000 Penalty: 3746.007568
	Iteration 17Q: 3 clusters Score -1.301786e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99850 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -13018035.000000 Penalty: 3746.007568
	Iteration 18Q: 3 clusters Score -1.301804e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13018141.000000 Penalty: 3746.007568
	Iteration 19Q: 3 clusters Score -1.301814e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13018189.000000 Penalty: 3746.007568
	Iteration 20F: 3 clusters Score -1.301819e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100269 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13018227.000000 Penalty: 3746.007568
	Iteration 21Q: 3 clusters Score -1.301823e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13018271.000000 Penalty: 3746.007568
	Iteration 22Q: 3 clusters Score -1.301827e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -13018289.000000 Penalty: 3746.007568
	Iteration 23Q: 3 clusters Score -1.301829e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13018339.000000 Penalty: 3746.007568
	Iteration 24Q: 3 clusters Score -1.301834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13018359.000000 Penalty: 3746.007568
	Iteration 25Q: 3 clusters Score -1.301836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13018378.000000 Penalty: 3746.007568
	Iteration 26Q: 3 clusters Score -1.301838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13018406.000000 Penalty: 3746.007568
	Iteration 27Q: 3 clusters Score -1.301841e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13018411.000000 Penalty: 3746.007568
	Iteration 28Q: 3 clusters Score -1.301841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100566 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13018439.000000 Penalty: 3746.007568
	Iteration 29Q: 3 clusters Score -1.301844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13018441.000000 Penalty: 3746.007568
	Iteration 30Q: 3 clusters Score -1.301844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13018435.000000 Penalty: 3746.007568
	Iteration 31Q: 3 clusters Score -1.301844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13018421.000000 Penalty: 3746.007568
	Iteration 32Q: 3 clusters Score -1.301842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13018427.000000 Penalty: 3746.007568
	Iteration 33Q: 3 clusters Score -1.301843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13018428.000000 Penalty: 3746.007568
	Iteration 34Q: 3 clusters Score -1.301843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13018443.000000 Penalty: 3746.007568
	Iteration 35Q: 3 clusters Score -1.301844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13018440.000000 Penalty: 3746.007568
	Iteration 36Q: 3 clusters Score -1.301844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13018436.000000 Penalty: 3746.007568
	Iteration 37Q: 3 clusters Score -1.301844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13018456.000000 Penalty: 3746.007568
	Iteration 38Q: 3 clusters Score -1.301846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100630 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -13018457.000000 Penalty: 3746.007568
	Iteration 39Q: 3 clusters Score -1.301846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -13018473.000000 Penalty: 3746.007568
	Iteration 40F: 3 clusters Score -1.301847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100641 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13018463.000000 Penalty: 3746.007568
	Iteration 41Q: 3 clusters Score -1.301846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -13018459.000000 Penalty: 3746.007568
	Iteration 42Q: 3 clusters Score -1.301846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -13018458.000000 Penalty: 3746.007568
	Iteration 43Q: 3 clusters Score -1.301846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13018461.000000 Penalty: 3746.007568
	Iteration 44Q: 3 clusters Score -1.301846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -13018463.000000 Penalty: 3746.007568
	Iteration 45Q: 3 clusters Score -1.301846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13018469.000000 Penalty: 3746.007568
	Iteration 46Q: 3 clusters Score -1.301847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13018469.000000 Penalty: 3746.007568
	Iteration 47F: 3 clusters Score -1.301847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30122.404297 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30122.4 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 140 members 
Entering Unmasked Estep 
Score: -29326.337891 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29326.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29510.921875 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29510.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29598.218750 Penalty: 1835.916626
	Iteration 2F: 3 clusters Score -29598.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29663.292969 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -29663.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29733.898438 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29733.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29760.240234 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29760.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29778.433594 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -29778.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29829.808594 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -29829.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29851.996094 Penalty: 1835.916626
	Iteration 8Q: 3 clusters Score -29852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29862.736328 Penalty: 1835.916626
	Iteration 9Q: 3 clusters Score -29862.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29869.466797 Penalty: 1835.916626
	Iteration 10Q: 3 clusters Score -29869.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29873.193359 Penalty: 1835.916626
	Iteration 11Q: 3 clusters Score -29873.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29873.193359 Penalty: 1835.916626
	Iteration 12F: 3 clusters Score -29873.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -18816.548828 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -18816.55 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 133 members 
Entering Unmasked Estep 
Score: -18088.685547 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -18088.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18349.386719 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -18349.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18480.837891 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -18480.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18594.865234 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -18594.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18752.138672 Penalty: 1840.462158
	Iteration 4F: 3 clusters Score -18752.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18867.863281 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -18867.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18897.207031 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -18897.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18898.830078 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -18898.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18898.830078 Penalty: 1840.462158
	Iteration 8F: 3 clusters Score -18898.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 21873 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79549 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95790 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31438 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 7740 members 
Mstep: Class 13 contains 97142 members 
Mstep: Class 14 contains 101334 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 14473 members 
Mstep: Class 20 contains 25754 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
Score: -69539960.000000 Penalty: 49411.886719
Splitting cluster 16 changes total score from -69540984.000000 to -69539960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -31579.572266 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -31579.57 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 166 members 
Entering Unmasked Estep 
Score: -30745.470703 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -30745.47 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30876.398438 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -30876.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30942.398438 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -30942.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30955.417969 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -30955.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30970.773438 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -30970.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30971.642578 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -30971.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30973.228516 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -30973.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30978.419922 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -30978.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30979.347656 Penalty: 1889.592529
	Iteration 8Q: 3 clusters Score -30979.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30979.347656 Penalty: 1889.592529
	Iteration 9F: 3 clusters Score -30979.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Entering Unmasked Estep 
Score: -513808.062500 Penalty: 1355.013550
	Iteration 0F: 2 clusters Score -513808.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -510345.156250 Penalty: 2710.027100
	Iteration 0F: 3 clusters Score -510345.2 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -511233.750000 Penalty: 2710.027100
	Iteration 1F: 3 clusters Score -511233.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -511376.937500 Penalty: 2710.027100
	Iteration 2F: 3 clusters Score -511376.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -511486.812500 Penalty: 2710.027100
	Iteration 3Q: 3 clusters Score -511486.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -511579.968750 Penalty: 2710.027100
	Iteration 4Q: 3 clusters Score -511580 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -511666.562500 Penalty: 2710.027100
	Iteration 5Q: 3 clusters Score -511666.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -511738.781250 Penalty: 2710.027100
	Iteration 6Q: 3 clusters Score -511738.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -511809.687500 Penalty: 2710.027100
	Iteration 7Q: 3 clusters Score -511809.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -511878.750000 Penalty: 2710.027100
	Iteration 8Q: 3 clusters Score -511878.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -511961.937500 Penalty: 2710.027100
	Iteration 9Q: 3 clusters Score -511961.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -512056.062500 Penalty: 2710.027100
	Iteration 10Q: 3 clusters Score -512056.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -512149.031250 Penalty: 2710.027100
	Iteration 11Q: 3 clusters Score -512149 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -512227.875000 Penalty: 2710.027100
	Iteration 12Q: 3 clusters Score -512227.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -512304.125000 Penalty: 2710.027100
	Iteration 13Q: 3 clusters Score -512304.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -512388.500000 Penalty: 2710.027100
	Iteration 14Q: 3 clusters Score -512388.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -512458.250000 Penalty: 2710.027100
	Iteration 15Q: 3 clusters Score -512458.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -512514.218750 Penalty: 2710.027100
	Iteration 16Q: 3 clusters Score -512514.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -512561.156250 Penalty: 2710.027100
	Iteration 17Q: 3 clusters Score -512561.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -512600.406250 Penalty: 2710.027100
	Iteration 18Q: 3 clusters Score -512600.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -512629.312500 Penalty: 2710.027100
	Iteration 19Q: 3 clusters Score -512629.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -512651.593750 Penalty: 2710.027100
	Iteration 20F: 3 clusters Score -512651.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -512669.562500 Penalty: 2710.027100
	Iteration 21Q: 3 clusters Score -512669.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -512686.125000 Penalty: 2710.027100
	Iteration 22Q: 3 clusters Score -512686.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -512705.687500 Penalty: 2710.027100
	Iteration 23Q: 3 clusters Score -512705.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -512726.718750 Penalty: 2710.027100
	Iteration 24Q: 3 clusters Score -512726.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -512749.312500 Penalty: 2710.027100
	Iteration 25Q: 3 clusters Score -512749.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -512767.562500 Penalty: 2710.027100
	Iteration 26Q: 3 clusters Score -512767.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -512781.781250 Penalty: 2710.027100
	Iteration 27Q: 3 clusters Score -512781.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -512789.687500 Penalty: 2710.027100
	Iteration 28Q: 3 clusters Score -512789.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -512794.406250 Penalty: 2710.027100
	Iteration 29Q: 3 clusters Score -512794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -512798.093750 Penalty: 2710.027100
	Iteration 30Q: 3 clusters Score -512798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -512799.250000 Penalty: 2710.027100
	Iteration 31Q: 3 clusters Score -512799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -512801.593750 Penalty: 2710.027100
	Iteration 32Q: 3 clusters Score -512801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -512804.156250 Penalty: 2710.027100
	Iteration 33Q: 3 clusters Score -512804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -512805.281250 Penalty: 2710.027100
	Iteration 34Q: 3 clusters Score -512805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -512805.281250 Penalty: 2710.027100
	Iteration 35F: 3 clusters Score -512805.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Entering Unmasked Estep 
Score: -1879267.125000 Penalty: 1556.756470
	Iteration 0F: 2 clusters Score -1879267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1869209.750000 Penalty: 3113.512939
	Iteration 0F: 3 clusters Score -1869210 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1872699.875000 Penalty: 3113.512939
	Iteration 1F: 3 clusters Score -1872700 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1872939.750000 Penalty: 3113.512939
	Iteration 2Q: 3 clusters Score -1872940 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1873143.750000 Penalty: 3113.512939
	Iteration 3Q: 3 clusters Score -1873144 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1873312.625000 Penalty: 3113.512939
	Iteration 4Q: 3 clusters Score -1873313 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1873464.375000 Penalty: 3113.512939
	Iteration 5Q: 3 clusters Score -1873464 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1873646.875000 Penalty: 3113.512939
	Iteration 6Q: 3 clusters Score -1873647 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1873875.375000 Penalty: 3113.512939
	Iteration 7Q: 3 clusters Score -1873875 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1874204.000000 Penalty: 3113.512939
	Iteration 8Q: 3 clusters Score -1874204 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1874651.625000 Penalty: 3113.512939
	Iteration 9F: 3 clusters Score -1874652 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1875219.000000 Penalty: 3113.512939
	Iteration 10F: 3 clusters Score -1875219 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1875908.500000 Penalty: 3113.512939
	Iteration 11F: 3 clusters Score -1875908 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1876556.500000 Penalty: 3113.512939
	Iteration 12F: 3 clusters Score -1876556 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1877100.000000 Penalty: 3113.512939
	Iteration 13Q: 3 clusters Score -1877100 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1877479.375000 Penalty: 3113.512939
	Iteration 14Q: 3 clusters Score -1877479 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1877663.500000 Penalty: 3113.512939
	Iteration 15Q: 3 clusters Score -1877664 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1877770.500000 Penalty: 3113.512939
	Iteration 16Q: 3 clusters Score -1877770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1877817.250000 Penalty: 3113.512939
	Iteration 17Q: 3 clusters Score -1877817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1877841.000000 Penalty: 3113.512939
	Iteration 18Q: 3 clusters Score -1877841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1877849.375000 Penalty: 3113.512939
	Iteration 19Q: 3 clusters Score -1877849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1877858.500000 Penalty: 3113.512939
	Iteration 20F: 3 clusters Score -1877858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1877867.500000 Penalty: 3113.512939
	Iteration 21Q: 3 clusters Score -1877868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1877872.750000 Penalty: 3113.512939
	Iteration 22Q: 3 clusters Score -1877873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1877873.375000 Penalty: 3113.512939
	Iteration 23Q: 3 clusters Score -1877873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1877873.375000 Penalty: 3113.512939
	Iteration 24Q: 3 clusters Score -1877873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1877873.375000 Penalty: 3113.512939
	Iteration 25F: 3 clusters Score -1877873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Entering Unmasked Estep 
Score: -3315503.750000 Penalty: 1650.406128
	Iteration 0F: 2 clusters Score -3315504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3298183.250000 Penalty: 3300.812256
	Iteration 0F: 3 clusters Score -3298183 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3304747.000000 Penalty: 3300.812256
	Iteration 1F: 3 clusters Score -3304747 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3305246.250000 Penalty: 3300.812256
	Iteration 2F: 3 clusters Score -3305246 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3305855.000000 Penalty: 3300.812256
	Iteration 3F: 3 clusters Score -3305855 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3306648.000000 Penalty: 3300.812256
	Iteration 4F: 3 clusters Score -3306648 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3307704.000000 Penalty: 3300.812256
	Iteration 5F: 3 clusters Score -3307704 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3308915.500000 Penalty: 3300.812256
	Iteration 6F: 3 clusters Score -3308916 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3310161.500000 Penalty: 3300.812256
	Iteration 7F: 3 clusters Score -3310162 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3311293.500000 Penalty: 3300.812256
	Iteration 8F: 3 clusters Score -3311294 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3312146.500000 Penalty: 3300.812256
	Iteration 9Q: 3 clusters Score -3312146 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3312721.250000 Penalty: 3300.812256
	Iteration 10Q: 3 clusters Score -3312721 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3313061.750000 Penalty: 3300.812256
	Iteration 11Q: 3 clusters Score -3313062 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3313274.500000 Penalty: 3300.812256
	Iteration 12Q: 3 clusters Score -3313274 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3313403.750000 Penalty: 3300.812256
	Iteration 13Q: 3 clusters Score -3313404 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3313512.750000 Penalty: 3300.812256
	Iteration 14Q: 3 clusters Score -3313513 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3313581.250000 Penalty: 3300.812256
	Iteration 15Q: 3 clusters Score -3313581 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3313653.250000 Penalty: 3300.812256
	Iteration 16Q: 3 clusters Score -3313653 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3313699.500000 Penalty: 3300.812256
	Iteration 17Q: 3 clusters Score -3313700 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3313735.250000 Penalty: 3300.812256
	Iteration 18Q: 3 clusters Score -3313735 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3313780.750000 Penalty: 3300.812256
	Iteration 19Q: 3 clusters Score -3313781 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3313816.000000 Penalty: 3300.812256
	Iteration 20F: 3 clusters Score -3313816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3313856.000000 Penalty: 3300.812256
	Iteration 21Q: 3 clusters Score -3313856 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3313889.000000 Penalty: 3300.812256
	Iteration 22Q: 3 clusters Score -3313889 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3313913.000000 Penalty: 3300.812256
	Iteration 23Q: 3 clusters Score -3313913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3313933.000000 Penalty: 3300.812256
	Iteration 24Q: 3 clusters Score -3313933 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -3313954.500000 Penalty: 3300.812256
	Iteration 25Q: 3 clusters Score -3313954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3313988.250000 Penalty: 3300.812256
	Iteration 26Q: 3 clusters Score -3313988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3314021.750000 Penalty: 3300.812256
	Iteration 27Q: 3 clusters Score -3314022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3314042.000000 Penalty: 3300.812256
	Iteration 28Q: 3 clusters Score -3314042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3314059.250000 Penalty: 3300.812256
	Iteration 29Q: 3 clusters Score -3314059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3314071.750000 Penalty: 3300.812256
	Iteration 30Q: 3 clusters Score -3314072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3314085.750000 Penalty: 3300.812256
	Iteration 31Q: 3 clusters Score -3314086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3314095.750000 Penalty: 3300.812256
	Iteration 32Q: 3 clusters Score -3314096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3314100.250000 Penalty: 3300.812256
	Iteration 33Q: 3 clusters Score -3314100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3314110.000000 Penalty: 3300.812256
	Iteration 34Q: 3 clusters Score -3314110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3314111.750000 Penalty: 3300.812256
	Iteration 35Q: 3 clusters Score -3314112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3314116.750000 Penalty: 3300.812256
	Iteration 36Q: 3 clusters Score -3314117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3314115.750000 Penalty: 3300.812256
	Iteration 37Q: 3 clusters Score -3314116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3314123.250000 Penalty: 3300.812256
	Iteration 38Q: 3 clusters Score -3314123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3314129.000000 Penalty: 3300.812256
	Iteration 39Q: 3 clusters Score -3314129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3314127.250000 Penalty: 3300.812256
	Iteration 40F: 3 clusters Score -3314127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3314131.500000 Penalty: 3300.812256
	Iteration 41Q: 3 clusters Score -3314132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3314136.250000 Penalty: 3300.812256
	Iteration 42Q: 3 clusters Score -3314136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3314135.250000 Penalty: 3300.812256
	Iteration 43Q: 3 clusters Score -3314135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3314129.500000 Penalty: 3300.812256
	Iteration 44Q: 3 clusters Score -3314130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3314134.750000 Penalty: 3300.812256
	Iteration 45Q: 3 clusters Score -3314135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3314134.250000 Penalty: 3300.812256
	Iteration 46Q: 3 clusters Score -3314134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3314136.500000 Penalty: 3300.812256
	Iteration 47Q: 3 clusters Score -3314136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3314137.250000 Penalty: 3300.812256
	Iteration 48Q: 3 clusters Score -3314137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3314136.500000 Penalty: 3300.812256
	Iteration 49Q: 3 clusters Score -3314136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3314136.000000 Penalty: 3300.812256
	Iteration 50Q: 3 clusters Score -3314136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3314138.000000 Penalty: 3300.812256
	Iteration 51Q: 3 clusters Score -3314138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3314137.250000 Penalty: 3300.812256
	Iteration 52Q: 3 clusters Score -3314137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3314135.000000 Penalty: 3300.812256
	Iteration 53Q: 3 clusters Score -3314135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3314135.000000 Penalty: 3300.812256
	Iteration 54F: 3 clusters Score -3314135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -111358.765625 Penalty: 1112.628174
	Iteration 0F: 2 clusters Score -111358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -109950.289062 Penalty: 2225.256348
	Iteration 0F: 3 clusters Score -109950.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -110216.445312 Penalty: 2225.256348
	Iteration 1F: 3 clusters Score -110216.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110276.453125 Penalty: 2225.256348
	Iteration 2F: 3 clusters Score -110276.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -110309.476562 Penalty: 2225.256348
	Iteration 3Q: 3 clusters Score -110309.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110331.500000 Penalty: 2225.256348
	Iteration 4Q: 3 clusters Score -110331.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -110352.906250 Penalty: 2225.256348
	Iteration 5Q: 3 clusters Score -110352.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -110386.562500 Penalty: 2225.256348
	Iteration 6Q: 3 clusters Score -110386.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110416.937500 Penalty: 2225.256348
	Iteration 7Q: 3 clusters Score -110416.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110442.718750 Penalty: 2225.256348
	Iteration 8Q: 3 clusters Score -110442.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110461.281250 Penalty: 2225.256348
	Iteration 9Q: 3 clusters Score -110461.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -110480.617188 Penalty: 2225.256348
	Iteration 10Q: 3 clusters Score -110480.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -110493.554688 Penalty: 2225.256348
	Iteration 11Q: 3 clusters Score -110493.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -110506.617188 Penalty: 2225.256348
	Iteration 12Q: 3 clusters Score -110506.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110515.265625 Penalty: 2225.256348
	Iteration 13Q: 3 clusters Score -110515.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -110526.000000 Penalty: 2225.256348
	Iteration 14Q: 3 clusters Score -110526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -110530.859375 Penalty: 2225.256348
	Iteration 15Q: 3 clusters Score -110530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -110536.320312 Penalty: 2225.256348
	Iteration 16Q: 3 clusters Score -110536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -110538.882812 Penalty: 2225.256348
	Iteration 17Q: 3 clusters Score -110538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -110541.062500 Penalty: 2225.256348
	Iteration 18Q: 3 clusters Score -110541.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110543.773438 Penalty: 2225.256348
	Iteration 19Q: 3 clusters Score -110543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -110558.750000 Penalty: 2225.256348
	Iteration 20F: 3 clusters Score -110558.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -110564.210938 Penalty: 2225.256348
	Iteration 21Q: 3 clusters Score -110564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -110569.953125 Penalty: 2225.256348
	Iteration 22Q: 3 clusters Score -110570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -110577.984375 Penalty: 2225.256348
	Iteration 23Q: 3 clusters Score -110578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110581.625000 Penalty: 2225.256348
	Iteration 24Q: 3 clusters Score -110581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -110582.507812 Penalty: 2225.256348
	Iteration 25Q: 3 clusters Score -110582.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -110582.507812 Penalty: 2225.256348
	Iteration 26F: 3 clusters Score -110582.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -18777.537109 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -18777.54 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: -18150.855469 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -18150.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18357.154297 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -18357.15 nChanged 12
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: -18454.179688 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -18454.18 nChanged 5
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: -18491.458984 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -18491.46 nChanged 2
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: -18499.062500 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -18499.06 nChanged 0
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: -18499.062500 Penalty: 1728.389038
	Iteration 5F: 3 clusters Score -18499.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 21873 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79549 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95790 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31438 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 7740 members 
Mstep: Class 13 contains 97142 members 
Mstep: Class 14 contains 101334 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 14473 members 
Mstep: Class 20 contains 25754 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541112.000000 Penalty: 47263.542969
Iteration 319Q: 23 clusters Score -6.954111e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 21892 members 
Mstep: Class 3 contains 3051 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79548 members 
Mstep: Class 6 contains 8271 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95830 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 7737 members 
Mstep: Class 13 contains 97141 members 
Mstep: Class 14 contains 101253 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 14482 members 
Mstep: Class 20 contains 25802 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541016.000000 Penalty: 47263.542969
Iteration 320F: 23 clusters Score -6.954102e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 21901 members 
Mstep: Class 3 contains 3053 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79555 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95853 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31456 members 
Mstep: Class 11 contains 10066 members 
Mstep: Class 12 contains 7737 members 
Mstep: Class 13 contains 97133 members 
Mstep: Class 14 contains 101193 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 14488 members 
Mstep: Class 20 contains 25842 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540968.000000 Penalty: 47263.542969
Iteration 321Q: 23 clusters Score -6.954097e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 21904 members 
Mstep: Class 3 contains 3053 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79546 members 
Mstep: Class 6 contains 8253 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95894 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31462 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 7733 members 
Mstep: Class 13 contains 97115 members 
Mstep: Class 14 contains 101141 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 14496 members 
Mstep: Class 20 contains 25903 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540944.000000 Penalty: 47263.542969
Iteration 322Q: 23 clusters Score -6.954094e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 21918 members 
Mstep: Class 3 contains 3051 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79531 members 
Mstep: Class 6 contains 8238 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 95942 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31471 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 12 contains 7724 members 
Mstep: Class 13 contains 97098 members 
Mstep: Class 14 contains 101095 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 14510 members 
Mstep: Class 20 contains 25946 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541016.000000 Penalty: 47263.542969
Iteration 323Q: 23 clusters Score -6.954102e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 21920 members 
Mstep: Class 3 contains 3051 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79512 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96000 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31486 members 
Mstep: Class 11 contains 10068 members 
Mstep: Class 12 contains 7720 members 
Mstep: Class 13 contains 97050 members 
Mstep: Class 14 contains 101062 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 14530 members 
Mstep: Class 20 contains 26001 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541088.000000 Penalty: 47263.542969
Iteration 324Q: 23 clusters Score -6.954109e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 21931 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79513 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96056 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31504 members 
Mstep: Class 11 contains 10070 members 
Mstep: Class 12 contains 7718 members 
Mstep: Class 13 contains 97005 members 
Mstep: Class 14 contains 101059 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 14552 members 
Mstep: Class 20 contains 25994 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541128.000000 Penalty: 47263.542969
Iteration 325Q: 23 clusters Score -6.954113e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 21943 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79521 members 
Mstep: Class 6 contains 8171 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96121 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31517 members 
Mstep: Class 11 contains 10072 members 
Mstep: Class 12 contains 7716 members 
Mstep: Class 13 contains 96964 members 
Mstep: Class 14 contains 101051 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4178 members 
Mstep: Class 19 contains 14560 members 
Mstep: Class 20 contains 25993 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541088.000000 Penalty: 47263.542969
Iteration 326Q: 23 clusters Score -6.954109e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 21962 members 
Mstep: Class 3 contains 3069 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79535 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96192 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31530 members 
Mstep: Class 11 contains 10074 members 
Mstep: Class 12 contains 7720 members 
Mstep: Class 13 contains 96918 members 
Mstep: Class 14 contains 101026 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 19 contains 14579 members 
Mstep: Class 20 contains 25977 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541040.000000 Penalty: 47263.542969
Iteration 327Q: 23 clusters Score -6.954104e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 21974 members 
Mstep: Class 3 contains 3073 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79529 members 
Mstep: Class 6 contains 8100 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96269 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31537 members 
Mstep: Class 11 contains 10072 members 
Mstep: Class 12 contains 7721 members 
Mstep: Class 13 contains 96912 members 
Mstep: Class 14 contains 101011 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4180 members 
Mstep: Class 19 contains 14595 members 
Mstep: Class 20 contains 25959 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541032.000000 Penalty: 47263.542969
Iteration 328Q: 23 clusters Score -6.954103e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 21981 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79529 members 
Mstep: Class 6 contains 8072 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96297 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31564 members 
Mstep: Class 11 contains 10074 members 
Mstep: Class 12 contains 7723 members 
Mstep: Class 13 contains 96902 members 
Mstep: Class 14 contains 100998 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 14613 members 
Mstep: Class 20 contains 25956 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540984.000000 Penalty: 47263.542969
Iteration 329Q: 23 clusters Score -6.954098e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 21987 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79531 members 
Mstep: Class 6 contains 8049 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96330 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31581 members 
Mstep: Class 11 contains 10076 members 
Mstep: Class 12 contains 7722 members 
Mstep: Class 13 contains 96889 members 
Mstep: Class 14 contains 100992 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4180 members 
Mstep: Class 19 contains 14631 members 
Mstep: Class 20 contains 25946 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540992.000000 Penalty: 47263.542969
Iteration 330Q: 23 clusters Score -6.954099e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 22009 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79547 members 
Mstep: Class 6 contains 8020 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96365 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31605 members 
Mstep: Class 11 contains 10077 members 
Mstep: Class 12 contains 7725 members 
Mstep: Class 13 contains 96872 members 
Mstep: Class 14 contains 100963 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 14654 members 
Mstep: Class 20 contains 25927 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 331Q: 23 clusters Score -6.954097e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 22026 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79562 members 
Mstep: Class 6 contains 7988 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96362 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31619 members 
Mstep: Class 11 contains 10082 members 
Mstep: Class 12 contains 7733 members 
Mstep: Class 13 contains 96866 members 
Mstep: Class 14 contains 100952 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 14683 members 
Mstep: Class 20 contains 25909 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 332Q: 23 clusters Score -6.954095e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 22044 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79568 members 
Mstep: Class 6 contains 7953 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96388 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31625 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 7738 members 
Mstep: Class 13 contains 96864 members 
Mstep: Class 14 contains 100954 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 14706 members 
Mstep: Class 20 contains 25878 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 333Q: 23 clusters Score -6.954101e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 22060 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79570 members 
Mstep: Class 6 contains 7927 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96433 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31625 members 
Mstep: Class 11 contains 10093 members 
Mstep: Class 12 contains 7736 members 
Mstep: Class 13 contains 96868 members 
Mstep: Class 14 contains 100944 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 14724 members 
Mstep: Class 20 contains 25858 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 334Q: 23 clusters Score -6.954098e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 22078 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79571 members 
Mstep: Class 6 contains 7905 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96470 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31627 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 7732 members 
Mstep: Class 13 contains 96884 members 
Mstep: Class 14 contains 100927 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 25839 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 335Q: 23 clusters Score -6.954104e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 22087 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79574 members 
Mstep: Class 6 contains 7885 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96514 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31630 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 7730 members 
Mstep: Class 13 contains 96896 members 
Mstep: Class 14 contains 100890 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 14756 members 
Mstep: Class 20 contains 25845 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 336Q: 23 clusters Score -6.954086e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79586 members 
Mstep: Class 6 contains 7855 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96573 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31633 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7728 members 
Mstep: Class 13 contains 96913 members 
Mstep: Class 14 contains 100832 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4187 members 
Mstep: Class 19 contains 14779 members 
Mstep: Class 20 contains 25842 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 337Q: 23 clusters Score -6.954097e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 22099 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79598 members 
Mstep: Class 6 contains 7821 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96622 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31637 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 7726 members 
Mstep: Class 13 contains 96922 members 
Mstep: Class 14 contains 100793 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4189 members 
Mstep: Class 19 contains 14803 members 
Mstep: Class 20 contains 25834 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541000.000000 Penalty: 47263.542969
Iteration 338Q: 23 clusters Score -6.9541e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 22109 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79609 members 
Mstep: Class 6 contains 7795 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96667 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31649 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7723 members 
Mstep: Class 13 contains 96918 members 
Mstep: Class 14 contains 100777 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 14818 members 
Mstep: Class 20 contains 25810 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 339Q: 23 clusters Score -6.954114e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 22122 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79617 members 
Mstep: Class 6 contains 7781 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96719 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31658 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7711 members 
Mstep: Class 13 contains 96914 members 
Mstep: Class 14 contains 100772 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4192 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 25769 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 340F: 23 clusters Score -6.954114e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 22137 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79624 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96775 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31680 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7702 members 
Mstep: Class 13 contains 96913 members 
Mstep: Class 14 contains 100759 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 14851 members 
Mstep: Class 20 contains 25714 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 341Q: 23 clusters Score -6.954105e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 22151 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79635 members 
Mstep: Class 6 contains 7756 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96835 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 10098 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 96910 members 
Mstep: Class 14 contains 100750 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 14866 members 
Mstep: Class 20 contains 25660 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 342Q: 23 clusters Score -6.954115e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 22166 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79646 members 
Mstep: Class 6 contains 7756 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96907 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31725 members 
Mstep: Class 11 contains 10098 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 96905 members 
Mstep: Class 14 contains 100733 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 14879 members 
Mstep: Class 20 contains 25606 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 343Q: 23 clusters Score -6.954105e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 22186 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79659 members 
Mstep: Class 6 contains 7748 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96977 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31746 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 7655 members 
Mstep: Class 13 contains 96891 members 
Mstep: Class 14 contains 100701 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 14896 members 
Mstep: Class 20 contains 25569 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 344Q: 23 clusters Score -6.9541e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79676 members 
Mstep: Class 6 contains 7742 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 96996 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31764 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 96879 members 
Mstep: Class 14 contains 100691 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4211 members 
Mstep: Class 19 contains 14916 members 
Mstep: Class 20 contains 25551 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 345Q: 23 clusters Score -6.954102e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 22227 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79689 members 
Mstep: Class 6 contains 7736 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97013 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31780 members 
Mstep: Class 11 contains 10098 members 
Mstep: Class 12 contains 7641 members 
Mstep: Class 13 contains 96868 members 
Mstep: Class 14 contains 100683 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4213 members 
Mstep: Class 19 contains 14941 members 
Mstep: Class 20 contains 25514 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 346Q: 23 clusters Score -6.954102e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 22241 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79702 members 
Mstep: Class 6 contains 7724 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97032 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31805 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 7639 members 
Mstep: Class 13 contains 96858 members 
Mstep: Class 14 contains 100669 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 14966 members 
Mstep: Class 20 contains 25486 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 347Q: 23 clusters Score -6.95411e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 22265 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79716 members 
Mstep: Class 6 contains 7708 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97042 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31820 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 7639 members 
Mstep: Class 13 contains 96864 members 
Mstep: Class 14 contains 100647 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 14988 members 
Mstep: Class 20 contains 25464 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 348Q: 23 clusters Score -6.954104e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 22284 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79716 members 
Mstep: Class 6 contains 7694 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97092 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31829 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7637 members 
Mstep: Class 13 contains 96867 members 
Mstep: Class 14 contains 100606 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 15014 members 
Mstep: Class 20 contains 25453 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 349Q: 23 clusters Score -6.954102e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 22292 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79723 members 
Mstep: Class 6 contains 7685 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97123 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31839 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7633 members 
Mstep: Class 13 contains 96872 members 
Mstep: Class 14 contains 100592 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 15038 members 
Mstep: Class 20 contains 25428 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 350Q: 23 clusters Score -6.9541e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 22304 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79735 members 
Mstep: Class 6 contains 7677 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97147 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31854 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 7630 members 
Mstep: Class 13 contains 96886 members 
Mstep: Class 14 contains 100570 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 15055 members 
Mstep: Class 20 contains 25409 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 351Q: 23 clusters Score -6.954098e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 22315 members 
Mstep: Class 3 contains 3092 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79759 members 
Mstep: Class 6 contains 7667 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97157 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31875 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 7628 members 
Mstep: Class 13 contains 96897 members 
Mstep: Class 14 contains 100540 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 15085 members 
Mstep: Class 20 contains 25380 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 352Q: 23 clusters Score -6.954109e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 22333 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79776 members 
Mstep: Class 6 contains 7656 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97150 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31900 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 7629 members 
Mstep: Class 13 contains 96928 members 
Mstep: Class 14 contains 100502 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 15108 members 
Mstep: Class 20 contains 25357 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 353Q: 23 clusters Score -6.954106e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 22360 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79798 members 
Mstep: Class 6 contains 7649 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97167 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31914 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7622 members 
Mstep: Class 13 contains 96941 members 
Mstep: Class 14 contains 100459 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4218 members 
Mstep: Class 19 contains 15136 members 
Mstep: Class 20 contains 25338 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541160.000000 Penalty: 47263.542969
Iteration 354Q: 23 clusters Score -6.954116e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 22378 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79818 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97176 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31935 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 7620 members 
Mstep: Class 13 contains 96950 members 
Mstep: Class 14 contains 100425 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 15161 members 
Mstep: Class 20 contains 25316 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541184.000000 Penalty: 47263.542969
Iteration 355Q: 23 clusters Score -6.954118e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 22390 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79835 members 
Mstep: Class 6 contains 7619 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97184 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31950 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 7619 members 
Mstep: Class 13 contains 96969 members 
Mstep: Class 14 contains 100379 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 15190 members 
Mstep: Class 20 contains 25321 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541112.000000 Penalty: 47263.542969
Iteration 356Q: 23 clusters Score -6.954111e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 22405 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79851 members 
Mstep: Class 6 contains 7606 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97203 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31964 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 7617 members 
Mstep: Class 13 contains 96976 members 
Mstep: Class 14 contains 100344 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4222 members 
Mstep: Class 19 contains 15217 members 
Mstep: Class 20 contains 25308 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541056.000000 Penalty: 47263.542969
Iteration 357Q: 23 clusters Score -6.954106e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 22418 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79881 members 
Mstep: Class 6 contains 7585 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97213 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31977 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 7615 members 
Mstep: Class 13 contains 96998 members 
Mstep: Class 14 contains 100304 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 15246 members 
Mstep: Class 20 contains 25290 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540992.000000 Penalty: 47263.542969
Iteration 358Q: 23 clusters Score -6.954099e+07 nChanged 390
Entering ConstructFrom: 
Score: -69540992.000000 Penalty: 47263.542969
Entering ConstructFrom: 
Trying to split cluster 1 (46686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Entering Unmasked Estep 
Score: -6012397.000000 Penalty: 1747.069946
	Iteration 0F: 2 clusters Score -6012397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -5981068.500000 Penalty: 3494.139893
	Iteration 0F: 3 clusters Score -5981068 nChanged 21951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -5993427.500000 Penalty: 3494.139893
	Iteration 1F: 3 clusters Score -5993428 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -5994009.000000 Penalty: 3494.139893
	Iteration 2Q: 3 clusters Score -5994009 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -5994763.500000 Penalty: 3494.139893
	Iteration 3Q: 3 clusters Score -5994764 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -5995725.000000 Penalty: 3494.139893
	Iteration 4Q: 3 clusters Score -5995725 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -5996951.500000 Penalty: 3494.139893
	Iteration 5F: 3 clusters Score -5996952 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -5998440.000000 Penalty: 3494.139893
	Iteration 6F: 3 clusters Score -5998440 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -6000206.500000 Penalty: 3494.139893
	Iteration 7F: 3 clusters Score -6000206 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -6002252.500000 Penalty: 3494.139893
	Iteration 8F: 3 clusters Score -6002252 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -6004118.000000 Penalty: 3494.139893
	Iteration 9F: 3 clusters Score -6004118 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -6005883.500000 Penalty: 3494.139893
	Iteration 10F: 3 clusters Score -6005884 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -6007389.000000 Penalty: 3494.139893
	Iteration 11Q: 3 clusters Score -6007389 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -6008601.500000 Penalty: 3494.139893
	Iteration 12Q: 3 clusters Score -6008602 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -6009516.000000 Penalty: 3494.139893
	Iteration 13Q: 3 clusters Score -6009516 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -6010102.500000 Penalty: 3494.139893
	Iteration 14Q: 3 clusters Score -6010102 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -6010439.500000 Penalty: 3494.139893
	Iteration 15Q: 3 clusters Score -6010440 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -6010633.500000 Penalty: 3494.139893
	Iteration 16Q: 3 clusters Score -6010634 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -6010736.500000 Penalty: 3494.139893
	Iteration 17Q: 3 clusters Score -6010736 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -6010792.500000 Penalty: 3494.139893
	Iteration 18Q: 3 clusters Score -6010792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -6010854.500000 Penalty: 3494.139893
	Iteration 19Q: 3 clusters Score -6010854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -6010896.000000 Penalty: 3494.139893
	Iteration 20F: 3 clusters Score -6010896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -6010911.500000 Penalty: 3494.139893
	Iteration 21Q: 3 clusters Score -6010912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -6010925.500000 Penalty: 3494.139893
	Iteration 22Q: 3 clusters Score -6010926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -6010951.000000 Penalty: 3494.139893
	Iteration 23Q: 3 clusters Score -6010951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -6010955.000000 Penalty: 3494.139893
	Iteration 24Q: 3 clusters Score -6010955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -6010959.000000 Penalty: 3494.139893
	Iteration 25Q: 3 clusters Score -6010959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -6010958.500000 Penalty: 3494.139893
	Iteration 26Q: 3 clusters Score -6010958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -6010958.500000 Penalty: 3494.139893
	Iteration 27F: 3 clusters Score -6010958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Entering Unmasked Estep 
Score: -2901099.250000 Penalty: 1627.964600
	Iteration 0F: 2 clusters Score -2901099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2885791.000000 Penalty: 3255.929199
	Iteration 0F: 3 clusters Score -2885791 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2891446.250000 Penalty: 3255.929199
	Iteration 1F: 3 clusters Score -2891446 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2891841.000000 Penalty: 3255.929199
	Iteration 2Q: 3 clusters Score -2891841 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2892319.250000 Penalty: 3255.929199
	Iteration 3Q: 3 clusters Score -2892319 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2893072.750000 Penalty: 3255.929199
	Iteration 4F: 3 clusters Score -2893073 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2894118.750000 Penalty: 3255.929199
	Iteration 5F: 3 clusters Score -2894119 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2895510.000000 Penalty: 3255.929199
	Iteration 6F: 3 clusters Score -2895510 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2897128.500000 Penalty: 3255.929199
	Iteration 7F: 3 clusters Score -2897128 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2898453.750000 Penalty: 3255.929199
	Iteration 8F: 3 clusters Score -2898454 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2899234.750000 Penalty: 3255.929199
	Iteration 9Q: 3 clusters Score -2899235 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2899648.750000 Penalty: 3255.929199
	Iteration 10Q: 3 clusters Score -2899649 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2899881.500000 Penalty: 3255.929199
	Iteration 11Q: 3 clusters Score -2899882 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2899988.500000 Penalty: 3255.929199
	Iteration 12Q: 3 clusters Score -2899988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2900028.750000 Penalty: 3255.929199
	Iteration 13Q: 3 clusters Score -2900029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2900052.750000 Penalty: 3255.929199
	Iteration 14Q: 3 clusters Score -2900053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2900071.500000 Penalty: 3255.929199
	Iteration 15Q: 3 clusters Score -2900072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2900087.250000 Penalty: 3255.929199
	Iteration 16Q: 3 clusters Score -2900087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2900095.500000 Penalty: 3255.929199
	Iteration 17Q: 3 clusters Score -2900096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2900095.250000 Penalty: 3255.929199
	Iteration 18Q: 3 clusters Score -2900095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2900096.750000 Penalty: 3255.929199
	Iteration 19Q: 3 clusters Score -2900097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2900107.000000 Penalty: 3255.929199
	Iteration 20F: 3 clusters Score -2900107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2900112.250000 Penalty: 3255.929199
	Iteration 21Q: 3 clusters Score -2900112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2900114.000000 Penalty: 3255.929199
	Iteration 22Q: 3 clusters Score -2900114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2900117.750000 Penalty: 3255.929199
	Iteration 23Q: 3 clusters Score -2900118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2900128.750000 Penalty: 3255.929199
	Iteration 24Q: 3 clusters Score -2900129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2900131.500000 Penalty: 3255.929199
	Iteration 25Q: 3 clusters Score -2900132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2900134.750000 Penalty: 3255.929199
	Iteration 26Q: 3 clusters Score -2900135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2900137.000000 Penalty: 3255.929199
	Iteration 27Q: 3 clusters Score -2900137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2900137.750000 Penalty: 3255.929199
	Iteration 28Q: 3 clusters Score -2900138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2900140.000000 Penalty: 3255.929199
	Iteration 29Q: 3 clusters Score -2900140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2900141.250000 Penalty: 3255.929199
	Iteration 30Q: 3 clusters Score -2900141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2900141.750000 Penalty: 3255.929199
	Iteration 31Q: 3 clusters Score -2900142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2900141.750000 Penalty: 3255.929199
	Iteration 32Q: 3 clusters Score -2900142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2900144.250000 Penalty: 3255.929199
	Iteration 33Q: 3 clusters Score -2900144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2900144.250000 Penalty: 3255.929199
	Iteration 34Q: 3 clusters Score -2900144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2900142.750000 Penalty: 3255.929199
	Iteration 35Q: 3 clusters Score -2900143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2900142.250000 Penalty: 3255.929199
	Iteration 36Q: 3 clusters Score -2900142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2900143.500000 Penalty: 3255.929199
	Iteration 37Q: 3 clusters Score -2900144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2900144.000000 Penalty: 3255.929199
	Iteration 38Q: 3 clusters Score -2900144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2900142.750000 Penalty: 3255.929199
	Iteration 39Q: 3 clusters Score -2900143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2900145.500000 Penalty: 3255.929199
	Iteration 40F: 3 clusters Score -2900146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2900146.500000 Penalty: 3255.929199
	Iteration 41Q: 3 clusters Score -2900146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2900146.500000 Penalty: 3255.929199
	Iteration 42F: 3 clusters Score -2900146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -377472.812500 Penalty: 1306.572632
	Iteration 0F: 2 clusters Score -377472.8 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 1465 members 
Entering Unmasked Estep 
Score: -374687.375000 Penalty: 2613.145264
	Iteration 0F: 3 clusters Score -374687.4 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -375392.062500 Penalty: 2613.145264
	Iteration 1F: 3 clusters Score -375392.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -375540.781250 Penalty: 2613.145264
	Iteration 2F: 3 clusters Score -375540.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -375634.750000 Penalty: 2613.145264
	Iteration 3F: 3 clusters Score -375634.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -375705.500000 Penalty: 2613.145264
	Iteration 4Q: 3 clusters Score -375705.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -375754.093750 Penalty: 2613.145264
	Iteration 5Q: 3 clusters Score -375754.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -375800.750000 Penalty: 2613.145264
	Iteration 6Q: 3 clusters Score -375800.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -375853.343750 Penalty: 2613.145264
	Iteration 7Q: 3 clusters Score -375853.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -375899.750000 Penalty: 2613.145264
	Iteration 8Q: 3 clusters Score -375899.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -375942.812500 Penalty: 2613.145264
	Iteration 9Q: 3 clusters Score -375942.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -375983.468750 Penalty: 2613.145264
	Iteration 10Q: 3 clusters Score -375983.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -376009.406250 Penalty: 2613.145264
	Iteration 11Q: 3 clusters Score -376009.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -376034.156250 Penalty: 2613.145264
	Iteration 12Q: 3 clusters Score -376034.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -376059.250000 Penalty: 2613.145264
	Iteration 13Q: 3 clusters Score -376059.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -376088.125000 Penalty: 2613.145264
	Iteration 14Q: 3 clusters Score -376088.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -376115.125000 Penalty: 2613.145264
	Iteration 15Q: 3 clusters Score -376115.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -376134.375000 Penalty: 2613.145264
	Iteration 16Q: 3 clusters Score -376134.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -376153.531250 Penalty: 2613.145264
	Iteration 17Q: 3 clusters Score -376153.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -376179.031250 Penalty: 2613.145264
	Iteration 18Q: 3 clusters Score -376179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -376203.781250 Penalty: 2613.145264
	Iteration 19Q: 3 clusters Score -376203.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -376226.687500 Penalty: 2613.145264
	Iteration 20F: 3 clusters Score -376226.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -376245.218750 Penalty: 2613.145264
	Iteration 21Q: 3 clusters Score -376245.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -376261.093750 Penalty: 2613.145264
	Iteration 22Q: 3 clusters Score -376261.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -376277.875000 Penalty: 2613.145264
	Iteration 23Q: 3 clusters Score -376277.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -376295.812500 Penalty: 2613.145264
	Iteration 24Q: 3 clusters Score -376295.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -376317.937500 Penalty: 2613.145264
	Iteration 25Q: 3 clusters Score -376317.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -376338.031250 Penalty: 2613.145264
	Iteration 26Q: 3 clusters Score -376338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -376354.187500 Penalty: 2613.145264
	Iteration 27Q: 3 clusters Score -376354.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -376373.218750 Penalty: 2613.145264
	Iteration 28Q: 3 clusters Score -376373.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -376389.406250 Penalty: 2613.145264
	Iteration 29Q: 3 clusters Score -376389.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -376398.937500 Penalty: 2613.145264
	Iteration 30Q: 3 clusters Score -376398.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -376406.656250 Penalty: 2613.145264
	Iteration 31Q: 3 clusters Score -376406.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -376412.031250 Penalty: 2613.145264
	Iteration 32Q: 3 clusters Score -376412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -376418.218750 Penalty: 2613.145264
	Iteration 33Q: 3 clusters Score -376418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -376423.187500 Penalty: 2613.145264
	Iteration 34Q: 3 clusters Score -376423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -376424.468750 Penalty: 2613.145264
	Iteration 35Q: 3 clusters Score -376424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -376428.906250 Penalty: 2613.145264
	Iteration 36Q: 3 clusters Score -376428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -376431.687500 Penalty: 2613.145264
	Iteration 37Q: 3 clusters Score -376431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -376434.875000 Penalty: 2613.145264
	Iteration 38Q: 3 clusters Score -376434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -376436.437500 Penalty: 2613.145264
	Iteration 39Q: 3 clusters Score -376436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -376437.968750 Penalty: 2613.145264
	Iteration 40F: 3 clusters Score -376438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -376441.687500 Penalty: 2613.145264
	Iteration 41Q: 3 clusters Score -376441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -376444.281250 Penalty: 2613.145264
	Iteration 42Q: 3 clusters Score -376444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -376446.437500 Penalty: 2613.145264
	Iteration 43Q: 3 clusters Score -376446.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -376451.437500 Penalty: 2613.145264
	Iteration 44Q: 3 clusters Score -376451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -376455.593750 Penalty: 2613.145264
	Iteration 45Q: 3 clusters Score -376455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -376461.000000 Penalty: 2613.145264
	Iteration 46Q: 3 clusters Score -376461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -376464.906250 Penalty: 2613.145264
	Iteration 47Q: 3 clusters Score -376464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -376468.125000 Penalty: 2613.145264
	Iteration 48Q: 3 clusters Score -376468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -376470.468750 Penalty: 2613.145264
	Iteration 49Q: 3 clusters Score -376470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -376472.312500 Penalty: 2613.145264
	Iteration 50Q: 3 clusters Score -376472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -376473.750000 Penalty: 2613.145264
	Iteration 51Q: 3 clusters Score -376473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -376475.218750 Penalty: 2613.145264
	Iteration 52Q: 3 clusters Score -376475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -376475.312500 Penalty: 2613.145264
	Iteration 53Q: 3 clusters Score -376475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -376475.312500 Penalty: 2613.145264
	Iteration 54F: 3 clusters Score -376475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -51736.347656 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -51736.35 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 151 members 
Entering Unmasked Estep 
Score: -50781.265625 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -50781.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50874.476562 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -50874.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50901.371094 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -50901.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50920.914062 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -50920.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50924.378906 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -50924.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50924.378906 Penalty: 1874.704346
	Iteration 5F: 3 clusters Score -50924.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Entering Unmasked Estep 
Score: -10293659.000000 Penalty: 1834.363892
	Iteration 0F: 2 clusters Score -1.029366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -10241377.000000 Penalty: 3668.727783
	Iteration 0F: 3 clusters Score -1.024138e+07 nChanged 38035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -10263017.000000 Penalty: 3668.727783
	Iteration 1F: 3 clusters Score -1.026302e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -10263529.000000 Penalty: 3668.727783
	Iteration 2Q: 3 clusters Score -1.026353e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -10264149.000000 Penalty: 3668.727783
	Iteration 3Q: 3 clusters Score -1.026415e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -10264763.000000 Penalty: 3668.727783
	Iteration 4Q: 3 clusters Score -1.026476e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -10265495.000000 Penalty: 3668.727783
	Iteration 5Q: 3 clusters Score -1.02655e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -10266244.000000 Penalty: 3668.727783
	Iteration 6Q: 3 clusters Score -1.026624e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -10267179.000000 Penalty: 3668.727783
	Iteration 7Q: 3 clusters Score -1.026718e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -10268393.000000 Penalty: 3668.727783
	Iteration 8Q: 3 clusters Score -1.026839e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -10269917.000000 Penalty: 3668.727783
	Iteration 9Q: 3 clusters Score -1.026992e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -10271886.000000 Penalty: 3668.727783
	Iteration 10Q: 3 clusters Score -1.027189e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -10274768.000000 Penalty: 3668.727783
	Iteration 11F: 3 clusters Score -1.027477e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -10277887.000000 Penalty: 3668.727783
	Iteration 12F: 3 clusters Score -1.027789e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -10279980.000000 Penalty: 3668.727783
	Iteration 13F: 3 clusters Score -1.027998e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -10280727.000000 Penalty: 3668.727783
	Iteration 14Q: 3 clusters Score -1.028073e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -10281042.000000 Penalty: 3668.727783
	Iteration 15Q: 3 clusters Score -1.028104e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -10281296.000000 Penalty: 3668.727783
	Iteration 16Q: 3 clusters Score -1.02813e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -10281573.000000 Penalty: 3668.727783
	Iteration 17Q: 3 clusters Score -1.028157e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -10281780.000000 Penalty: 3668.727783
	Iteration 18Q: 3 clusters Score -1.028178e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -10282033.000000 Penalty: 3668.727783
	Iteration 19Q: 3 clusters Score -1.028203e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -10282322.000000 Penalty: 3668.727783
	Iteration 20F: 3 clusters Score -1.028232e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -10282597.000000 Penalty: 3668.727783
	Iteration 21Q: 3 clusters Score -1.02826e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -10282903.000000 Penalty: 3668.727783
	Iteration 22Q: 3 clusters Score -1.02829e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -10283231.000000 Penalty: 3668.727783
	Iteration 23Q: 3 clusters Score -1.028323e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -10283639.000000 Penalty: 3668.727783
	Iteration 24Q: 3 clusters Score -1.028364e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -10284093.000000 Penalty: 3668.727783
	Iteration 25Q: 3 clusters Score -1.028409e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -10284579.000000 Penalty: 3668.727783
	Iteration 26Q: 3 clusters Score -1.028458e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -10285077.000000 Penalty: 3668.727783
	Iteration 27Q: 3 clusters Score -1.028508e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -10285632.000000 Penalty: 3668.727783
	Iteration 28Q: 3 clusters Score -1.028563e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -10286132.000000 Penalty: 3668.727783
	Iteration 29Q: 3 clusters Score -1.028613e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -10286767.000000 Penalty: 3668.727783
	Iteration 30Q: 3 clusters Score -1.028677e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -10287381.000000 Penalty: 3668.727783
	Iteration 31Q: 3 clusters Score -1.028738e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -10287928.000000 Penalty: 3668.727783
	Iteration 32Q: 3 clusters Score -1.028793e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -10288489.000000 Penalty: 3668.727783
	Iteration 33Q: 3 clusters Score -1.028849e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -10289072.000000 Penalty: 3668.727783
	Iteration 34Q: 3 clusters Score -1.028907e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -10289503.000000 Penalty: 3668.727783
	Iteration 35Q: 3 clusters Score -1.02895e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -10289916.000000 Penalty: 3668.727783
	Iteration 36Q: 3 clusters Score -1.028992e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -10290304.000000 Penalty: 3668.727783
	Iteration 37Q: 3 clusters Score -1.02903e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -10290555.000000 Penalty: 3668.727783
	Iteration 38Q: 3 clusters Score -1.029056e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -10290771.000000 Penalty: 3668.727783
	Iteration 39Q: 3 clusters Score -1.029077e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -10291120.000000 Penalty: 3668.727783
	Iteration 40F: 3 clusters Score -1.029112e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -10291432.000000 Penalty: 3668.727783
	Iteration 41Q: 3 clusters Score -1.029143e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -10291671.000000 Penalty: 3668.727783
	Iteration 42Q: 3 clusters Score -1.029167e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -10291829.000000 Penalty: 3668.727783
	Iteration 43Q: 3 clusters Score -1.029183e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -10291909.000000 Penalty: 3668.727783
	Iteration 44Q: 3 clusters Score -1.029191e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -10291954.000000 Penalty: 3668.727783
	Iteration 45Q: 3 clusters Score -1.029195e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -10292000.000000 Penalty: 3668.727783
	Iteration 46Q: 3 clusters Score -1.0292e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -10292043.000000 Penalty: 3668.727783
	Iteration 47Q: 3 clusters Score -1.029204e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -10292075.000000 Penalty: 3668.727783
	Iteration 48Q: 3 clusters Score -1.029208e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -10292093.000000 Penalty: 3668.727783
	Iteration 49Q: 3 clusters Score -1.029209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -10292082.000000 Penalty: 3668.727783
	Iteration 50Q: 3 clusters Score -1.029208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -10292083.000000 Penalty: 3668.727783
	Iteration 51Q: 3 clusters Score -1.029208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -10292093.000000 Penalty: 3668.727783
	Iteration 52Q: 3 clusters Score -1.029209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -10292096.000000 Penalty: 3668.727783
	Iteration 53Q: 3 clusters Score -1.02921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -10292099.000000 Penalty: 3668.727783
	Iteration 54Q: 3 clusters Score -1.02921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -10292106.000000 Penalty: 3668.727783
	Iteration 55Q: 3 clusters Score -1.029211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -10292104.000000 Penalty: 3668.727783
	Iteration 56Q: 3 clusters Score -1.02921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 79534 members 
Entering Unmasked Estep 
Score: -10292110.000000 Penalty: 3668.727783
	Iteration 57Q: 3 clusters Score -1.029211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -10292112.000000 Penalty: 3668.727783
	Iteration 58Q: 3 clusters Score -1.029211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -10292109.000000 Penalty: 3668.727783
	Iteration 59Q: 3 clusters Score -1.029211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -10292115.000000 Penalty: 3668.727783
	Iteration 60F: 3 clusters Score -1.029212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -10292117.000000 Penalty: 3668.727783
	Iteration 61Q: 3 clusters Score -1.029212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -10292111.000000 Penalty: 3668.727783
	Iteration 62Q: 3 clusters Score -1.029211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -10292110.000000 Penalty: 3668.727783
	Iteration 63Q: 3 clusters Score -1.029211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -10292117.000000 Penalty: 3668.727783
	Iteration 64Q: 3 clusters Score -1.029212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -10292120.000000 Penalty: 3668.727783
	Iteration 65Q: 3 clusters Score -1.029212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -10292124.000000 Penalty: 3668.727783
	Iteration 66Q: 3 clusters Score -1.029212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -10292126.000000 Penalty: 3668.727783
	Iteration 67Q: 3 clusters Score -1.029213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -10292130.000000 Penalty: 3668.727783
	Iteration 68Q: 3 clusters Score -1.029213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -10292132.000000 Penalty: 3668.727783
	Iteration 69Q: 3 clusters Score -1.029213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -10292137.000000 Penalty: 3668.727783
	Iteration 70Q: 3 clusters Score -1.029214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -10292133.000000 Penalty: 3668.727783
	Iteration 71Q: 3 clusters Score -1.029213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -10292132.000000 Penalty: 3668.727783
	Iteration 72Q: 3 clusters Score -1.029213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -10292139.000000 Penalty: 3668.727783
	Iteration 73Q: 3 clusters Score -1.029214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -10292145.000000 Penalty: 3668.727783
	Iteration 74Q: 3 clusters Score -1.029214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -10292147.000000 Penalty: 3668.727783
	Iteration 75Q: 3 clusters Score -1.029215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -10292148.000000 Penalty: 3668.727783
	Iteration 76Q: 3 clusters Score -1.029215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -10292141.000000 Penalty: 3668.727783
	Iteration 77Q: 3 clusters Score -1.029214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -10292143.000000 Penalty: 3668.727783
	Iteration 78Q: 3 clusters Score -1.029214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -10292143.000000 Penalty: 3668.727783
	Iteration 79F: 3 clusters Score -1.029214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -964337.437500 Penalty: 1451.269775
	Iteration 0F: 2 clusters Score -964337.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -958707.937500 Penalty: 2902.539551
	Iteration 0F: 3 clusters Score -958707.9 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -960395.312500 Penalty: 2902.539551
	Iteration 1F: 3 clusters Score -960395.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -960620.187500 Penalty: 2902.539551
	Iteration 2F: 3 clusters Score -960620.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -960784.312500 Penalty: 2902.539551
	Iteration 3F: 3 clusters Score -960784.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -960922.625000 Penalty: 2902.539551
	Iteration 4Q: 3 clusters Score -960922.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -961035.937500 Penalty: 2902.539551
	Iteration 5Q: 3 clusters Score -961035.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -961145.437500 Penalty: 2902.539551
	Iteration 6Q: 3 clusters Score -961145.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -961259.437500 Penalty: 2902.539551
	Iteration 7Q: 3 clusters Score -961259.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -961380.937500 Penalty: 2902.539551
	Iteration 8Q: 3 clusters Score -961380.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -961496.062500 Penalty: 2902.539551
	Iteration 9Q: 3 clusters Score -961496.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -961624.312500 Penalty: 2902.539551
	Iteration 10Q: 3 clusters Score -961624.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -961800.937500 Penalty: 2902.539551
	Iteration 11Q: 3 clusters Score -961800.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -961958.000000 Penalty: 2902.539551
	Iteration 12Q: 3 clusters Score -961958 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -962133.187500 Penalty: 2902.539551
	Iteration 13Q: 3 clusters Score -962133.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -962318.437500 Penalty: 2902.539551
	Iteration 14Q: 3 clusters Score -962318.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -962464.000000 Penalty: 2902.539551
	Iteration 15Q: 3 clusters Score -962464 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -962583.937500 Penalty: 2902.539551
	Iteration 16Q: 3 clusters Score -962583.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -962704.625000 Penalty: 2902.539551
	Iteration 17Q: 3 clusters Score -962704.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -962792.000000 Penalty: 2902.539551
	Iteration 18Q: 3 clusters Score -962792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -962846.750000 Penalty: 2902.539551
	Iteration 19Q: 3 clusters Score -962846.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -962899.562500 Penalty: 2902.539551
	Iteration 20F: 3 clusters Score -962899.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -962935.687500 Penalty: 2902.539551
	Iteration 21Q: 3 clusters Score -962935.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -962964.875000 Penalty: 2902.539551
	Iteration 22Q: 3 clusters Score -962964.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -963001.500000 Penalty: 2902.539551
	Iteration 23Q: 3 clusters Score -963001.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -963020.000000 Penalty: 2902.539551
	Iteration 24Q: 3 clusters Score -963020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -963033.687500 Penalty: 2902.539551
	Iteration 25Q: 3 clusters Score -963033.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -963047.062500 Penalty: 2902.539551
	Iteration 26Q: 3 clusters Score -963047.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -963060.125000 Penalty: 2902.539551
	Iteration 27Q: 3 clusters Score -963060.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -963066.937500 Penalty: 2902.539551
	Iteration 28Q: 3 clusters Score -963066.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -963075.375000 Penalty: 2902.539551
	Iteration 29Q: 3 clusters Score -963075.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -963086.750000 Penalty: 2902.539551
	Iteration 30Q: 3 clusters Score -963086.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -963093.500000 Penalty: 2902.539551
	Iteration 31Q: 3 clusters Score -963093.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -963099.500000 Penalty: 2902.539551
	Iteration 32Q: 3 clusters Score -963099.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -963101.062500 Penalty: 2902.539551
	Iteration 33Q: 3 clusters Score -963101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -963103.687500 Penalty: 2902.539551
	Iteration 34Q: 3 clusters Score -963103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -963106.500000 Penalty: 2902.539551
	Iteration 35Q: 3 clusters Score -963106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -963107.812500 Penalty: 2902.539551
	Iteration 36Q: 3 clusters Score -963107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -963107.812500 Penalty: 2902.539551
	Iteration 37F: 3 clusters Score -963107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -26311.878906 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -26311.88 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 119 members 
Entering Unmasked Estep 
Score: -25583.478516 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -25583.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25666.775391 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -25666.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25695.197266 Penalty: 1793.172119
	Iteration 2Q: 3 clusters Score -25695.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25717.343750 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -25717.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25725.675781 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -25725.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25728.734375 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -25728.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25730.759766 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -25730.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25732.232422 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -25732.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25736.710938 Penalty: 1793.172119
	Iteration 8Q: 3 clusters Score -25736.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25742.605469 Penalty: 1793.172119
	Iteration 9Q: 3 clusters Score -25742.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25744.937500 Penalty: 1793.172119
	Iteration 10Q: 3 clusters Score -25744.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25747.876953 Penalty: 1793.172119
	Iteration 11Q: 3 clusters Score -25747.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25749.902344 Penalty: 1793.172119
	Iteration 12Q: 3 clusters Score -25749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25753.687500 Penalty: 1793.172119
	Iteration 13Q: 3 clusters Score -25753.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25770.384766 Penalty: 1793.172119
	Iteration 14Q: 3 clusters Score -25770.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25777.728516 Penalty: 1793.172119
	Iteration 15Q: 3 clusters Score -25777.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25787.673828 Penalty: 1793.172119
	Iteration 16Q: 3 clusters Score -25787.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25790.154297 Penalty: 1793.172119
	Iteration 17F: 3 clusters Score -25790.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25799.328125 Penalty: 1793.172119
	Iteration 18Q: 3 clusters Score -25799.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25801.816406 Penalty: 1793.172119
	Iteration 19Q: 3 clusters Score -25801.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25804.660156 Penalty: 1793.172119
	Iteration 20F: 3 clusters Score -25804.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25806.050781 Penalty: 1793.172119
	Iteration 21Q: 3 clusters Score -25806.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25807.375000 Penalty: 1793.172119
	Iteration 22Q: 3 clusters Score -25807.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25807.375000 Penalty: 1793.172119
	Iteration 23F: 3 clusters Score -25807.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (97207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97207 members 
Entering Unmasked Estep 
Score: -12461000.000000 Penalty: 1866.247192
	Iteration 0F: 2 clusters Score -1.2461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -12397666.000000 Penalty: 3732.494385
	Iteration 0F: 3 clusters Score -1.239767e+07 nChanged 46551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -12424401.000000 Penalty: 3732.494385
	Iteration 1F: 3 clusters Score -1.24244e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -12425187.000000 Penalty: 3732.494385
	Iteration 2Q: 3 clusters Score -1.242519e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -12426569.000000 Penalty: 3732.494385
	Iteration 3Q: 3 clusters Score -1.242657e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -12429125.000000 Penalty: 3732.494385
	Iteration 4F: 3 clusters Score -1.242912e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -12433680.000000 Penalty: 3732.494385
	Iteration 5F: 3 clusters Score -1.243368e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -12441213.000000 Penalty: 3732.494385
	Iteration 6F: 3 clusters Score -1.244121e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -12449942.000000 Penalty: 3732.494385
	Iteration 7F: 3 clusters Score -1.244994e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -12455952.000000 Penalty: 3732.494385
	Iteration 8F: 3 clusters Score -1.245595e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -12458289.000000 Penalty: 3732.494385
	Iteration 9Q: 3 clusters Score -1.245829e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -12458949.000000 Penalty: 3732.494385
	Iteration 10Q: 3 clusters Score -1.245895e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -12459192.000000 Penalty: 3732.494385
	Iteration 11Q: 3 clusters Score -1.245919e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -12459280.000000 Penalty: 3732.494385
	Iteration 12Q: 3 clusters Score -1.245928e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 97008 members 
Entering Unmasked Estep 
Score: -12459308.000000 Penalty: 3732.494385
	Iteration 13Q: 3 clusters Score -1.245931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -12459317.000000 Penalty: 3732.494385
	Iteration 14Q: 3 clusters Score -1.245932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 97016 members 
Entering Unmasked Estep 
Score: -12459332.000000 Penalty: 3732.494385
	Iteration 15Q: 3 clusters Score -1.245933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 97020 members 
Entering Unmasked Estep 
Score: -12459337.000000 Penalty: 3732.494385
	Iteration 16Q: 3 clusters Score -1.245934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 97020 members 
Entering Unmasked Estep 
Score: -12459347.000000 Penalty: 3732.494385
	Iteration 17Q: 3 clusters Score -1.245935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -12459356.000000 Penalty: 3732.494385
	Iteration 18Q: 3 clusters Score -1.245936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -12459355.000000 Penalty: 3732.494385
	Iteration 19Q: 3 clusters Score -1.245936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -12459368.000000 Penalty: 3732.494385
	Iteration 20F: 3 clusters Score -1.245937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -12459361.000000 Penalty: 3732.494385
	Iteration 21Q: 3 clusters Score -1.245936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -12459365.000000 Penalty: 3732.494385
	Iteration 22Q: 3 clusters Score -1.245936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -12459369.000000 Penalty: 3732.494385
	Iteration 23Q: 3 clusters Score -1.245937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 97024 members 
Entering Unmasked Estep 
Score: -12459370.000000 Penalty: 3732.494385
	Iteration 24Q: 3 clusters Score -1.245937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
Score: -12459379.000000 Penalty: 3732.494385
	Iteration 25Q: 3 clusters Score -1.245938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -12459383.000000 Penalty: 3732.494385
	Iteration 26Q: 3 clusters Score -1.245938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -12459381.000000 Penalty: 3732.494385
	Iteration 27Q: 3 clusters Score -1.245938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -12459385.000000 Penalty: 3732.494385
	Iteration 28Q: 3 clusters Score -1.245938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -12459385.000000 Penalty: 3732.494385
	Iteration 29Q: 3 clusters Score -1.245938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -12459385.000000 Penalty: 3732.494385
	Iteration 30F: 3 clusters Score -1.245938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -8715.384766 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -8715.385 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: -8051.514648 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -8051.515 nChanged 60
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: -8266.866211 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -8266.866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8302.533203 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -8302.533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8325.867188 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -8325.867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8352.866211 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -8352.866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8380.286133 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -8380.286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8387.890625 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -8387.891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8415.919922 Penalty: 1779.850586
	Iteration 7Q: 3 clusters Score -8415.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8415.919922 Penalty: 1779.850586
	Iteration 8F: 3 clusters Score -8415.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Entering Unmasked Estep 
Score: -4154158.250000 Penalty: 1685.666870
	Iteration 0F: 2 clusters Score -4154158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4132630.250000 Penalty: 3371.333740
	Iteration 0F: 3 clusters Score -4132630 nChanged 14854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4140805.250000 Penalty: 3371.333740
	Iteration 1F: 3 clusters Score -4140805 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -4141311.750000 Penalty: 3371.333740
	Iteration 2Q: 3 clusters Score -4141312 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -4141946.250000 Penalty: 3371.333740
	Iteration 3Q: 3 clusters Score -4141946 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -4142885.000000 Penalty: 3371.333740
	Iteration 4F: 3 clusters Score -4142885 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -4144351.500000 Penalty: 3371.333740
	Iteration 5F: 3 clusters Score -4144352 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -4146399.250000 Penalty: 3371.333740
	Iteration 6F: 3 clusters Score -4146399 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4148829.250000 Penalty: 3371.333740
	Iteration 7F: 3 clusters Score -4148829 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4150784.000000 Penalty: 3371.333740
	Iteration 8F: 3 clusters Score -4150784 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4151875.000000 Penalty: 3371.333740
	Iteration 9Q: 3 clusters Score -4151875 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4152356.250000 Penalty: 3371.333740
	Iteration 10Q: 3 clusters Score -4152356 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4152533.750000 Penalty: 3371.333740
	Iteration 11Q: 3 clusters Score -4152534 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4152642.000000 Penalty: 3371.333740
	Iteration 12Q: 3 clusters Score -4152642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4152673.500000 Penalty: 3371.333740
	Iteration 13Q: 3 clusters Score -4152674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4152690.000000 Penalty: 3371.333740
	Iteration 14Q: 3 clusters Score -4152690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4152701.250000 Penalty: 3371.333740
	Iteration 15Q: 3 clusters Score -4152701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4152709.500000 Penalty: 3371.333740
	Iteration 16Q: 3 clusters Score -4152710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4152714.750000 Penalty: 3371.333740
	Iteration 17Q: 3 clusters Score -4152715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4152717.250000 Penalty: 3371.333740
	Iteration 18Q: 3 clusters Score -4152717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4152716.250000 Penalty: 3371.333740
	Iteration 19Q: 3 clusters Score -4152716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4152716.250000 Penalty: 3371.333740
	Iteration 20F: 3 clusters Score -4152716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Entering Unmasked Estep 
Score: -1289154.375000 Penalty: 1498.361572
	Iteration 0F: 2 clusters Score -1289154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1281905.875000 Penalty: 2996.723145
	Iteration 0F: 3 clusters Score -1281906 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1284179.500000 Penalty: 2996.723145
	Iteration 1F: 3 clusters Score -1284180 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1284419.875000 Penalty: 2996.723145
	Iteration 2F: 3 clusters Score -1284420 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1284601.125000 Penalty: 2996.723145
	Iteration 3Q: 3 clusters Score -1284601 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1284724.875000 Penalty: 2996.723145
	Iteration 4Q: 3 clusters Score -1284725 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1284832.000000 Penalty: 2996.723145
	Iteration 5Q: 3 clusters Score -1284832 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1284924.625000 Penalty: 2996.723145
	Iteration 6Q: 3 clusters Score -1284925 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1285015.375000 Penalty: 2996.723145
	Iteration 7Q: 3 clusters Score -1285015 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1285128.000000 Penalty: 2996.723145
	Iteration 8Q: 3 clusters Score -1285128 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1285255.125000 Penalty: 2996.723145
	Iteration 9Q: 3 clusters Score -1285255 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1285420.125000 Penalty: 2996.723145
	Iteration 10Q: 3 clusters Score -1285420 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1285631.625000 Penalty: 2996.723145
	Iteration 11Q: 3 clusters Score -1285632 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1285862.125000 Penalty: 2996.723145
	Iteration 12Q: 3 clusters Score -1285862 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1286108.000000 Penalty: 2996.723145
	Iteration 13Q: 3 clusters Score -1286108 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1286360.625000 Penalty: 2996.723145
	Iteration 14Q: 3 clusters Score -1286361 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1286587.000000 Penalty: 2996.723145
	Iteration 15Q: 3 clusters Score -1286587 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1286791.500000 Penalty: 2996.723145
	Iteration 16Q: 3 clusters Score -1286792 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1286995.375000 Penalty: 2996.723145
	Iteration 17Q: 3 clusters Score -1286995 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1287179.125000 Penalty: 2996.723145
	Iteration 18Q: 3 clusters Score -1287179 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1287330.000000 Penalty: 2996.723145
	Iteration 19Q: 3 clusters Score -1287330 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1287462.875000 Penalty: 2996.723145
	Iteration 20F: 3 clusters Score -1287463 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1287559.625000 Penalty: 2996.723145
	Iteration 21Q: 3 clusters Score -1287560 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1287653.500000 Penalty: 2996.723145
	Iteration 22Q: 3 clusters Score -1287654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1287721.250000 Penalty: 2996.723145
	Iteration 23Q: 3 clusters Score -1287721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1287767.125000 Penalty: 2996.723145
	Iteration 24Q: 3 clusters Score -1287767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1287809.000000 Penalty: 2996.723145
	Iteration 25Q: 3 clusters Score -1287809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1287828.375000 Penalty: 2996.723145
	Iteration 26Q: 3 clusters Score -1287828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1287852.000000 Penalty: 2996.723145
	Iteration 27Q: 3 clusters Score -1287852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1287861.250000 Penalty: 2996.723145
	Iteration 28Q: 3 clusters Score -1287861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1287875.000000 Penalty: 2996.723145
	Iteration 29Q: 3 clusters Score -1287875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1287879.875000 Penalty: 2996.723145
	Iteration 30Q: 3 clusters Score -1287880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1287883.750000 Penalty: 2996.723145
	Iteration 31Q: 3 clusters Score -1287884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1287888.750000 Penalty: 2996.723145
	Iteration 32Q: 3 clusters Score -1287889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1287889.000000 Penalty: 2996.723145
	Iteration 33Q: 3 clusters Score -1287889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1287889.000000 Penalty: 2996.723145
	Iteration 34F: 3 clusters Score -1287889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Entering Unmasked Estep 
Score: -944570.437500 Penalty: 1452.276611
	Iteration 0F: 2 clusters Score -944570.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -938973.187500 Penalty: 2904.553223
	Iteration 0F: 3 clusters Score -938973.2 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -940742.875000 Penalty: 2904.553223
	Iteration 1F: 3 clusters Score -940742.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -941097.375000 Penalty: 2904.553223
	Iteration 2F: 3 clusters Score -941097.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -941415.500000 Penalty: 2904.553223
	Iteration 3F: 3 clusters Score -941415.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -941709.500000 Penalty: 2904.553223
	Iteration 4F: 3 clusters Score -941709.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -941966.437500 Penalty: 2904.553223
	Iteration 5F: 3 clusters Score -941966.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -942160.562500 Penalty: 2904.553223
	Iteration 6F: 3 clusters Score -942160.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -942334.250000 Penalty: 2904.553223
	Iteration 7Q: 3 clusters Score -942334.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -942510.312500 Penalty: 2904.553223
	Iteration 8Q: 3 clusters Score -942510.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -942699.062500 Penalty: 2904.553223
	Iteration 9Q: 3 clusters Score -942699.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -942864.000000 Penalty: 2904.553223
	Iteration 10Q: 3 clusters Score -942864 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -943014.250000 Penalty: 2904.553223
	Iteration 11Q: 3 clusters Score -943014.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -943170.875000 Penalty: 2904.553223
	Iteration 12Q: 3 clusters Score -943170.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -943323.625000 Penalty: 2904.553223
	Iteration 13Q: 3 clusters Score -943323.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -943445.062500 Penalty: 2904.553223
	Iteration 14Q: 3 clusters Score -943445.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -943552.875000 Penalty: 2904.553223
	Iteration 15Q: 3 clusters Score -943552.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -943654.000000 Penalty: 2904.553223
	Iteration 16Q: 3 clusters Score -943654 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -943735.687500 Penalty: 2904.553223
	Iteration 17Q: 3 clusters Score -943735.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -943803.562500 Penalty: 2904.553223
	Iteration 18Q: 3 clusters Score -943803.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -943847.187500 Penalty: 2904.553223
	Iteration 19Q: 3 clusters Score -943847.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -943868.125000 Penalty: 2904.553223
	Iteration 20F: 3 clusters Score -943868.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -943893.000000 Penalty: 2904.553223
	Iteration 21Q: 3 clusters Score -943893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -943918.625000 Penalty: 2904.553223
	Iteration 22Q: 3 clusters Score -943918.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -943929.250000 Penalty: 2904.553223
	Iteration 23Q: 3 clusters Score -943929.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -943935.062500 Penalty: 2904.553223
	Iteration 24Q: 3 clusters Score -943935.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -943939.375000 Penalty: 2904.553223
	Iteration 25Q: 3 clusters Score -943939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -943943.250000 Penalty: 2904.553223
	Iteration 26Q: 3 clusters Score -943943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -943950.375000 Penalty: 2904.553223
	Iteration 27Q: 3 clusters Score -943950.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -943955.500000 Penalty: 2904.553223
	Iteration 28Q: 3 clusters Score -943955.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -943959.187500 Penalty: 2904.553223
	Iteration 29Q: 3 clusters Score -943959.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -943967.187500 Penalty: 2904.553223
	Iteration 30Q: 3 clusters Score -943967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -943973.187500 Penalty: 2904.553223
	Iteration 31Q: 3 clusters Score -943973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -943974.437500 Penalty: 2904.553223
	Iteration 32Q: 3 clusters Score -943974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -943978.437500 Penalty: 2904.553223
	Iteration 33Q: 3 clusters Score -943978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -943979.062500 Penalty: 2904.553223
	Iteration 34Q: 3 clusters Score -943979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -943980.000000 Penalty: 2904.553223
	Iteration 35Q: 3 clusters Score -943980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -943981.187500 Penalty: 2904.553223
	Iteration 36Q: 3 clusters Score -943981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -943981.312500 Penalty: 2904.553223
	Iteration 37Q: 3 clusters Score -943981.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -943981.312500 Penalty: 2904.553223
	Iteration 38F: 3 clusters Score -943981.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Entering Unmasked Estep 
Score: -12452830.000000 Penalty: 1865.934326
	Iteration 0F: 2 clusters Score -1.245283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -12390872.000000 Penalty: 3731.868652
	Iteration 0F: 3 clusters Score -1.239087e+07 nChanged 46425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -12417301.000000 Penalty: 3731.868652
	Iteration 1F: 3 clusters Score -1.24173e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -12418045.000000 Penalty: 3731.868652
	Iteration 2Q: 3 clusters Score -1.241804e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -12418838.000000 Penalty: 3731.868652
	Iteration 3Q: 3 clusters Score -1.241884e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -12419790.000000 Penalty: 3731.868652
	Iteration 4Q: 3 clusters Score -1.241979e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -12421087.000000 Penalty: 3731.868652
	Iteration 5Q: 3 clusters Score -1.242109e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -12422911.000000 Penalty: 3731.868652
	Iteration 6Q: 3 clusters Score -1.242291e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -12425715.000000 Penalty: 3731.868652
	Iteration 7Q: 3 clusters Score -1.242572e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -12429616.000000 Penalty: 3731.868652
	Iteration 8F: 3 clusters Score -1.242962e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -12433909.000000 Penalty: 3731.868652
	Iteration 9F: 3 clusters Score -1.243391e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -12437723.000000 Penalty: 3731.868652
	Iteration 10F: 3 clusters Score -1.243772e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -12440444.000000 Penalty: 3731.868652
	Iteration 11Q: 3 clusters Score -1.244044e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 81904 members 
Entering Unmasked Estep 
Score: -12442300.000000 Penalty: 3731.868652
	Iteration 12Q: 3 clusters Score -1.24423e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -12443717.000000 Penalty: 3731.868652
	Iteration 13Q: 3 clusters Score -1.244372e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -12444880.000000 Penalty: 3731.868652
	Iteration 14Q: 3 clusters Score -1.244488e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -12445856.000000 Penalty: 3731.868652
	Iteration 15Q: 3 clusters Score -1.244586e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -12446694.000000 Penalty: 3731.868652
	Iteration 16Q: 3 clusters Score -1.244669e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -12447422.000000 Penalty: 3731.868652
	Iteration 17Q: 3 clusters Score -1.244742e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -12448038.000000 Penalty: 3731.868652
	Iteration 18Q: 3 clusters Score -1.244804e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 92289 members 
Entering Unmasked Estep 
Score: -12448513.000000 Penalty: 3731.868652
	Iteration 19Q: 3 clusters Score -1.244851e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -12448988.000000 Penalty: 3731.868652
	Iteration 20F: 3 clusters Score -1.244899e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -12449370.000000 Penalty: 3731.868652
	Iteration 21Q: 3 clusters Score -1.244937e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -12449723.000000 Penalty: 3731.868652
	Iteration 22Q: 3 clusters Score -1.244972e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -12450116.000000 Penalty: 3731.868652
	Iteration 23Q: 3 clusters Score -1.245012e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -12450358.000000 Penalty: 3731.868652
	Iteration 24Q: 3 clusters Score -1.245036e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -12450553.000000 Penalty: 3731.868652
	Iteration 25Q: 3 clusters Score -1.245055e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 95661 members 
Entering Unmasked Estep 
Score: -12450704.000000 Penalty: 3731.868652
	Iteration 26Q: 3 clusters Score -1.24507e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -12450822.000000 Penalty: 3731.868652
	Iteration 27Q: 3 clusters Score -1.245082e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -12450891.000000 Penalty: 3731.868652
	Iteration 28Q: 3 clusters Score -1.245089e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 96039 members 
Entering Unmasked Estep 
Score: -12450964.000000 Penalty: 3731.868652
	Iteration 29Q: 3 clusters Score -1.245096e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 96094 members 
Entering Unmasked Estep 
Score: -12451008.000000 Penalty: 3731.868652
	Iteration 30Q: 3 clusters Score -1.245101e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -12451026.000000 Penalty: 3731.868652
	Iteration 31Q: 3 clusters Score -1.245103e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -12451044.000000 Penalty: 3731.868652
	Iteration 32Q: 3 clusters Score -1.245104e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -12451058.000000 Penalty: 3731.868652
	Iteration 33Q: 3 clusters Score -1.245106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -12451083.000000 Penalty: 3731.868652
	Iteration 34Q: 3 clusters Score -1.245108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -12451082.000000 Penalty: 3731.868652
	Iteration 35Q: 3 clusters Score -1.245108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -12451104.000000 Penalty: 3731.868652
	Iteration 36Q: 3 clusters Score -1.24511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -12451112.000000 Penalty: 3731.868652
	Iteration 37Q: 3 clusters Score -1.245111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -12451124.000000 Penalty: 3731.868652
	Iteration 38Q: 3 clusters Score -1.245112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -12451131.000000 Penalty: 3731.868652
	Iteration 39Q: 3 clusters Score -1.245113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -12451134.000000 Penalty: 3731.868652
	Iteration 40F: 3 clusters Score -1.245113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -12451139.000000 Penalty: 3731.868652
	Iteration 41Q: 3 clusters Score -1.245114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -12451141.000000 Penalty: 3731.868652
	Iteration 42Q: 3 clusters Score -1.245114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 96344 members 
Entering Unmasked Estep 
Score: -12451138.000000 Penalty: 3731.868652
	Iteration 43Q: 3 clusters Score -1.245114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -12451143.000000 Penalty: 3731.868652
	Iteration 44Q: 3 clusters Score -1.245114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -12451138.000000 Penalty: 3731.868652
	Iteration 45Q: 3 clusters Score -1.245114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -12451153.000000 Penalty: 3731.868652
	Iteration 46Q: 3 clusters Score -1.245115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -12451163.000000 Penalty: 3731.868652
	Iteration 47Q: 3 clusters Score -1.245116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -12451167.000000 Penalty: 3731.868652
	Iteration 48Q: 3 clusters Score -1.245117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -12451168.000000 Penalty: 3731.868652
	Iteration 49Q: 3 clusters Score -1.245117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -12451183.000000 Penalty: 3731.868652
	Iteration 50Q: 3 clusters Score -1.245118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -12451180.000000 Penalty: 3731.868652
	Iteration 51Q: 3 clusters Score -1.245118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -12451181.000000 Penalty: 3731.868652
	Iteration 52Q: 3 clusters Score -1.245118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -12451197.000000 Penalty: 3731.868652
	Iteration 53Q: 3 clusters Score -1.24512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -12451192.000000 Penalty: 3731.868652
	Iteration 54Q: 3 clusters Score -1.245119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -12451196.000000 Penalty: 3731.868652
	Iteration 55Q: 3 clusters Score -1.24512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -12451196.000000 Penalty: 3731.868652
	Iteration 56F: 3 clusters Score -1.24512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (100275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Entering Unmasked Estep 
Score: -12887053.000000 Penalty: 1871.296631
	Iteration 0F: 2 clusters Score -1.288705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -12822613.000000 Penalty: 3742.593262
	Iteration 0F: 3 clusters Score -1.282261e+07 nChanged 47974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -12850444.000000 Penalty: 3742.593262
	Iteration 1F: 3 clusters Score -1.285044e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -12851204.000000 Penalty: 3742.593262
	Iteration 2Q: 3 clusters Score -1.28512e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -12852167.000000 Penalty: 3742.593262
	Iteration 3Q: 3 clusters Score -1.285217e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -12853370.000000 Penalty: 3742.593262
	Iteration 4Q: 3 clusters Score -1.285337e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -12855110.000000 Penalty: 3742.593262
	Iteration 5Q: 3 clusters Score -1.285511e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -12857391.000000 Penalty: 3742.593262
	Iteration 6Q: 3 clusters Score -1.285739e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -12860708.000000 Penalty: 3742.593262
	Iteration 7F: 3 clusters Score -1.286071e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -12865070.000000 Penalty: 3742.593262
	Iteration 8F: 3 clusters Score -1.286507e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -12869324.000000 Penalty: 3742.593262
	Iteration 9F: 3 clusters Score -1.286932e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -12871954.000000 Penalty: 3742.593262
	Iteration 10F: 3 clusters Score -1.287195e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -12872910.000000 Penalty: 3742.593262
	Iteration 11Q: 3 clusters Score -1.287291e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -12873268.000000 Penalty: 3742.593262
	Iteration 12Q: 3 clusters Score -1.287327e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -12873453.000000 Penalty: 3742.593262
	Iteration 13Q: 3 clusters Score -1.287345e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -12873690.000000 Penalty: 3742.593262
	Iteration 14Q: 3 clusters Score -1.287369e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -12873802.000000 Penalty: 3742.593262
	Iteration 15Q: 3 clusters Score -1.28738e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -12873973.000000 Penalty: 3742.593262
	Iteration 16Q: 3 clusters Score -1.287397e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -12874207.000000 Penalty: 3742.593262
	Iteration 17Q: 3 clusters Score -1.287421e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -12874571.000000 Penalty: 3742.593262
	Iteration 18Q: 3 clusters Score -1.287457e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -12874764.000000 Penalty: 3742.593262
	Iteration 19Q: 3 clusters Score -1.287476e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -12875096.000000 Penalty: 3742.593262
	Iteration 20F: 3 clusters Score -1.28751e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -12875432.000000 Penalty: 3742.593262
	Iteration 21Q: 3 clusters Score -1.287543e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -12875807.000000 Penalty: 3742.593262
	Iteration 22Q: 3 clusters Score -1.287581e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -12876198.000000 Penalty: 3742.593262
	Iteration 23Q: 3 clusters Score -1.28762e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -12876573.000000 Penalty: 3742.593262
	Iteration 24Q: 3 clusters Score -1.287657e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -12876984.000000 Penalty: 3742.593262
	Iteration 25Q: 3 clusters Score -1.287698e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -12877448.000000 Penalty: 3742.593262
	Iteration 26Q: 3 clusters Score -1.287745e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -12877870.000000 Penalty: 3742.593262
	Iteration 27Q: 3 clusters Score -1.287787e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -12878300.000000 Penalty: 3742.593262
	Iteration 28Q: 3 clusters Score -1.28783e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -12878814.000000 Penalty: 3742.593262
	Iteration 29Q: 3 clusters Score -1.287881e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -12879299.000000 Penalty: 3742.593262
	Iteration 30Q: 3 clusters Score -1.28793e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -12879850.000000 Penalty: 3742.593262
	Iteration 31Q: 3 clusters Score -1.287985e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -12880395.000000 Penalty: 3742.593262
	Iteration 32Q: 3 clusters Score -1.28804e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 88760 members 
Entering Unmasked Estep 
Score: -12880923.000000 Penalty: 3742.593262
	Iteration 33Q: 3 clusters Score -1.288092e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -12881504.000000 Penalty: 3742.593262
	Iteration 34Q: 3 clusters Score -1.28815e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -12881983.000000 Penalty: 3742.593262
	Iteration 35Q: 3 clusters Score -1.288198e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -12882583.000000 Penalty: 3742.593262
	Iteration 36Q: 3 clusters Score -1.288258e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -12883074.000000 Penalty: 3742.593262
	Iteration 37Q: 3 clusters Score -1.288307e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -12883491.000000 Penalty: 3742.593262
	Iteration 38Q: 3 clusters Score -1.288349e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -12883798.000000 Penalty: 3742.593262
	Iteration 39Q: 3 clusters Score -1.28838e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -12884195.000000 Penalty: 3742.593262
	Iteration 40F: 3 clusters Score -1.28842e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -12884480.000000 Penalty: 3742.593262
	Iteration 41Q: 3 clusters Score -1.288448e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -12884788.000000 Penalty: 3742.593262
	Iteration 42Q: 3 clusters Score -1.288479e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -12884919.000000 Penalty: 3742.593262
	Iteration 43Q: 3 clusters Score -1.288492e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -12885055.000000 Penalty: 3742.593262
	Iteration 44Q: 3 clusters Score -1.288506e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 98730 members 
Entering Unmasked Estep 
Score: -12885158.000000 Penalty: 3742.593262
	Iteration 45Q: 3 clusters Score -1.288516e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -12885268.000000 Penalty: 3742.593262
	Iteration 46Q: 3 clusters Score -1.288527e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -12885360.000000 Penalty: 3742.593262
	Iteration 47Q: 3 clusters Score -1.288536e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -12885391.000000 Penalty: 3742.593262
	Iteration 48Q: 3 clusters Score -1.288539e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -12885420.000000 Penalty: 3742.593262
	Iteration 49Q: 3 clusters Score -1.288542e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 99412 members 
Entering Unmasked Estep 
Score: -12885457.000000 Penalty: 3742.593262
	Iteration 50Q: 3 clusters Score -1.288546e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -12885436.000000 Penalty: 3742.593262
	Iteration 51Q: 3 clusters Score -1.288544e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 99526 members 
Entering Unmasked Estep 
Score: -12885439.000000 Penalty: 3742.593262
	Iteration 52Q: 3 clusters Score -1.288544e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -12885460.000000 Penalty: 3742.593262
	Iteration 53Q: 3 clusters Score -1.288546e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 99596 members 
Entering Unmasked Estep 
Score: -12885468.000000 Penalty: 3742.593262
	Iteration 54Q: 3 clusters Score -1.288547e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -12885485.000000 Penalty: 3742.593262
	Iteration 55Q: 3 clusters Score -1.288548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 99654 members 
Entering Unmasked Estep 
Score: -12885489.000000 Penalty: 3742.593262
	Iteration 56Q: 3 clusters Score -1.288549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -12885485.000000 Penalty: 3742.593262
	Iteration 57Q: 3 clusters Score -1.288548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -12885496.000000 Penalty: 3742.593262
	Iteration 58Q: 3 clusters Score -1.28855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -12885498.000000 Penalty: 3742.593262
	Iteration 59Q: 3 clusters Score -1.28855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -12885499.000000 Penalty: 3742.593262
	Iteration 60F: 3 clusters Score -1.28855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -12885504.000000 Penalty: 3742.593262
	Iteration 61Q: 3 clusters Score -1.28855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
Score: -12885512.000000 Penalty: 3742.593262
	Iteration 62Q: 3 clusters Score -1.288551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -12885514.000000 Penalty: 3742.593262
	Iteration 63Q: 3 clusters Score -1.288551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 99731 members 
Entering Unmasked Estep 
Score: -12885523.000000 Penalty: 3742.593262
	Iteration 64Q: 3 clusters Score -1.288552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 99734 members 
Entering Unmasked Estep 
Score: -12885515.000000 Penalty: 3742.593262
	Iteration 65Q: 3 clusters Score -1.288552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -12885519.000000 Penalty: 3742.593262
	Iteration 66Q: 3 clusters Score -1.288552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -12885519.000000 Penalty: 3742.593262
	Iteration 67F: 3 clusters Score -1.288552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30122.404297 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30122.4 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 145 members 
Entering Unmasked Estep 
Score: -29314.291016 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29314.29 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29483.953125 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29483.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29536.316406 Penalty: 1835.916626
	Iteration 2F: 3 clusters Score -29536.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29587.755859 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -29587.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29613.398438 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -29632.968750 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29632.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -29639.833984 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -29639.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29642.089844 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -29642.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29642.089844 Penalty: 1835.916626
	Iteration 8F: 3 clusters Score -29642.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -18816.548828 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -18816.55 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 129 members 
Entering Unmasked Estep 
Score: -18048.189453 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -18048.19 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18406.896484 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -18406.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18548.136719 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -18548.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18596.140625 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -18596.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18640.660156 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -18640.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18661.734375 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -18661.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18710.867188 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -18710.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18716.509766 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -18716.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18717.285156 Penalty: 1840.462158
	Iteration 8Q: 3 clusters Score -18717.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18717.285156 Penalty: 1840.462158
	Iteration 9F: 3 clusters Score -18717.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -31579.572266 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -31579.57 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 167 members 
Entering Unmasked Estep 
Score: -30753.906250 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -30753.91 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30958.669922 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -30958.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31000.076172 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -31000.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31012.548828 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -31012.55 nChanged 5
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: -31019.601562 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -31019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31022.744141 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -31022.74 nChanged 2
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: -31024.935547 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -31024.94 nChanged 0
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: -31024.935547 Penalty: 1889.592529
	Iteration 7F: 3 clusters Score -31024.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -519309.531250 Penalty: 1356.752808
	Iteration 0F: 2 clusters Score -519309.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -515821.312500 Penalty: 2713.505615
	Iteration 0F: 3 clusters Score -515821.3 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -516735.187500 Penalty: 2713.505615
	Iteration 1F: 3 clusters Score -516735.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -516887.093750 Penalty: 2713.505615
	Iteration 2F: 3 clusters Score -516887.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -516990.625000 Penalty: 2713.505615
	Iteration 3F: 3 clusters Score -516990.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -517061.718750 Penalty: 2713.505615
	Iteration 4Q: 3 clusters Score -517061.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -517128.093750 Penalty: 2713.505615
	Iteration 5Q: 3 clusters Score -517128.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -517185.062500 Penalty: 2713.505615
	Iteration 6Q: 3 clusters Score -517185.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -517244.968750 Penalty: 2713.505615
	Iteration 7Q: 3 clusters Score -517245 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -517310.687500 Penalty: 2713.505615
	Iteration 8Q: 3 clusters Score -517310.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -517363.187500 Penalty: 2713.505615
	Iteration 9Q: 3 clusters Score -517363.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -517406.125000 Penalty: 2713.505615
	Iteration 10Q: 3 clusters Score -517406.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -517459.062500 Penalty: 2713.505615
	Iteration 11Q: 3 clusters Score -517459.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -517518.468750 Penalty: 2713.505615
	Iteration 12Q: 3 clusters Score -517518.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -517576.343750 Penalty: 2713.505615
	Iteration 13Q: 3 clusters Score -517576.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -517647.531250 Penalty: 2713.505615
	Iteration 14Q: 3 clusters Score -517647.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -517721.750000 Penalty: 2713.505615
	Iteration 15Q: 3 clusters Score -517721.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -517781.906250 Penalty: 2713.505615
	Iteration 16Q: 3 clusters Score -517781.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -517828.031250 Penalty: 2713.505615
	Iteration 17Q: 3 clusters Score -517828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -517870.156250 Penalty: 2713.505615
	Iteration 18Q: 3 clusters Score -517870.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -517895.031250 Penalty: 2713.505615
	Iteration 19Q: 3 clusters Score -517895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -517920.593750 Penalty: 2713.505615
	Iteration 20F: 3 clusters Score -517920.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -517944.968750 Penalty: 2713.505615
	Iteration 21Q: 3 clusters Score -517945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -517961.343750 Penalty: 2713.505615
	Iteration 22Q: 3 clusters Score -517961.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -517980.718750 Penalty: 2713.505615
	Iteration 23Q: 3 clusters Score -517980.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -518009.281250 Penalty: 2713.505615
	Iteration 24Q: 3 clusters Score -518009.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -518034.781250 Penalty: 2713.505615
	Iteration 25Q: 3 clusters Score -518034.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -518055.031250 Penalty: 2713.505615
	Iteration 26Q: 3 clusters Score -518055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -518071.281250 Penalty: 2713.505615
	Iteration 27Q: 3 clusters Score -518071.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -518083.000000 Penalty: 2713.505615
	Iteration 28Q: 3 clusters Score -518083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -518092.375000 Penalty: 2713.505615
	Iteration 29Q: 3 clusters Score -518092.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -518101.156250 Penalty: 2713.505615
	Iteration 30Q: 3 clusters Score -518101.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -518114.937500 Penalty: 2713.505615
	Iteration 31Q: 3 clusters Score -518114.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -518124.500000 Penalty: 2713.505615
	Iteration 32Q: 3 clusters Score -518124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -518131.875000 Penalty: 2713.505615
	Iteration 33Q: 3 clusters Score -518131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -518135.687500 Penalty: 2713.505615
	Iteration 34Q: 3 clusters Score -518135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -518141.625000 Penalty: 2713.505615
	Iteration 35Q: 3 clusters Score -518141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -518147.843750 Penalty: 2713.505615
	Iteration 36Q: 3 clusters Score -518147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -518154.843750 Penalty: 2713.505615
	Iteration 37Q: 3 clusters Score -518154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -518159.437500 Penalty: 2713.505615
	Iteration 38Q: 3 clusters Score -518159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -518161.406250 Penalty: 2713.505615
	Iteration 39Q: 3 clusters Score -518161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -518163.406250 Penalty: 2713.505615
	Iteration 40F: 3 clusters Score -518163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -518163.812500 Penalty: 2713.505615
	Iteration 41Q: 3 clusters Score -518163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -518164.187500 Penalty: 2713.505615
	Iteration 42Q: 3 clusters Score -518164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -518164.187500 Penalty: 2713.505615
	Iteration 43F: 3 clusters Score -518164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1983087.125000 Penalty: 1565.584351
	Iteration 0F: 2 clusters Score -1983087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1972615.000000 Penalty: 3131.168701
	Iteration 0F: 3 clusters Score -1972615 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1976244.375000 Penalty: 3131.168701
	Iteration 1F: 3 clusters Score -1976244 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1976623.875000 Penalty: 3131.168701
	Iteration 2F: 3 clusters Score -1976624 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1976942.250000 Penalty: 3131.168701
	Iteration 3F: 3 clusters Score -1976942 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1977233.125000 Penalty: 3131.168701
	Iteration 4Q: 3 clusters Score -1977233 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1977504.750000 Penalty: 3131.168701
	Iteration 5Q: 3 clusters Score -1977505 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1977848.000000 Penalty: 3131.168701
	Iteration 6Q: 3 clusters Score -1977848 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1978301.625000 Penalty: 3131.168701
	Iteration 7Q: 3 clusters Score -1978302 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1978924.750000 Penalty: 3131.168701
	Iteration 8F: 3 clusters Score -1978925 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1979539.250000 Penalty: 3131.168701
	Iteration 9F: 3 clusters Score -1979539 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1979979.875000 Penalty: 3131.168701
	Iteration 10Q: 3 clusters Score -1979980 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1980225.000000 Penalty: 3131.168701
	Iteration 11Q: 3 clusters Score -1980225 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1980360.250000 Penalty: 3131.168701
	Iteration 12Q: 3 clusters Score -1980360 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1980444.500000 Penalty: 3131.168701
	Iteration 13Q: 3 clusters Score -1980444 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1980516.375000 Penalty: 3131.168701
	Iteration 14Q: 3 clusters Score -1980516 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1980570.000000 Penalty: 3131.168701
	Iteration 15Q: 3 clusters Score -1980570 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1980614.875000 Penalty: 3131.168701
	Iteration 16Q: 3 clusters Score -1980615 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1980668.500000 Penalty: 3131.168701
	Iteration 17Q: 3 clusters Score -1980668 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1980713.125000 Penalty: 3131.168701
	Iteration 18Q: 3 clusters Score -1980713 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1980754.000000 Penalty: 3131.168701
	Iteration 19Q: 3 clusters Score -1980754 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1980796.875000 Penalty: 3131.168701
	Iteration 20F: 3 clusters Score -1980797 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1980850.750000 Penalty: 3131.168701
	Iteration 21Q: 3 clusters Score -1980851 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1980888.125000 Penalty: 3131.168701
	Iteration 22Q: 3 clusters Score -1980888 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1980933.625000 Penalty: 3131.168701
	Iteration 23Q: 3 clusters Score -1980934 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1980966.375000 Penalty: 3131.168701
	Iteration 24Q: 3 clusters Score -1980966 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1981009.875000 Penalty: 3131.168701
	Iteration 25Q: 3 clusters Score -1981010 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1981051.000000 Penalty: 3131.168701
	Iteration 26Q: 3 clusters Score -1981051 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1981085.875000 Penalty: 3131.168701
	Iteration 27Q: 3 clusters Score -1981086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1981106.375000 Penalty: 3131.168701
	Iteration 28Q: 3 clusters Score -1981106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1981128.625000 Penalty: 3131.168701
	Iteration 29Q: 3 clusters Score -1981129 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1981161.625000 Penalty: 3131.168701
	Iteration 30Q: 3 clusters Score -1981162 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1981185.750000 Penalty: 3131.168701
	Iteration 31Q: 3 clusters Score -1981186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1981221.250000 Penalty: 3131.168701
	Iteration 32Q: 3 clusters Score -1981221 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1981231.625000 Penalty: 3131.168701
	Iteration 33Q: 3 clusters Score -1981232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1981249.250000 Penalty: 3131.168701
	Iteration 34Q: 3 clusters Score -1981249 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1981271.625000 Penalty: 3131.168701
	Iteration 35Q: 3 clusters Score -1981272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1981289.250000 Penalty: 3131.168701
	Iteration 36Q: 3 clusters Score -1981289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1981307.750000 Penalty: 3131.168701
	Iteration 37Q: 3 clusters Score -1981308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1981329.875000 Penalty: 3131.168701
	Iteration 38Q: 3 clusters Score -1981330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1981352.250000 Penalty: 3131.168701
	Iteration 39Q: 3 clusters Score -1981352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1981366.750000 Penalty: 3131.168701
	Iteration 40F: 3 clusters Score -1981367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1981387.875000 Penalty: 3131.168701
	Iteration 41Q: 3 clusters Score -1981388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1981410.000000 Penalty: 3131.168701
	Iteration 42Q: 3 clusters Score -1981410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1981420.000000 Penalty: 3131.168701
	Iteration 43Q: 3 clusters Score -1981420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1981438.500000 Penalty: 3131.168701
	Iteration 44Q: 3 clusters Score -1981438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1981454.125000 Penalty: 3131.168701
	Iteration 45Q: 3 clusters Score -1981454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1981467.875000 Penalty: 3131.168701
	Iteration 46Q: 3 clusters Score -1981468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1981487.125000 Penalty: 3131.168701
	Iteration 47Q: 3 clusters Score -1981487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1981501.875000 Penalty: 3131.168701
	Iteration 48Q: 3 clusters Score -1981502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1981515.250000 Penalty: 3131.168701
	Iteration 49Q: 3 clusters Score -1981515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1981524.500000 Penalty: 3131.168701
	Iteration 50Q: 3 clusters Score -1981524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1981538.500000 Penalty: 3131.168701
	Iteration 51Q: 3 clusters Score -1981538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1981556.125000 Penalty: 3131.168701
	Iteration 52Q: 3 clusters Score -1981556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1981562.625000 Penalty: 3131.168701
	Iteration 53Q: 3 clusters Score -1981563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1981569.500000 Penalty: 3131.168701
	Iteration 54Q: 3 clusters Score -1981570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1981573.000000 Penalty: 3131.168701
	Iteration 55Q: 3 clusters Score -1981573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1981587.125000 Penalty: 3131.168701
	Iteration 56Q: 3 clusters Score -1981587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1981600.875000 Penalty: 3131.168701
	Iteration 57Q: 3 clusters Score -1981601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1981616.250000 Penalty: 3131.168701
	Iteration 58Q: 3 clusters Score -1981616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1981622.250000 Penalty: 3131.168701
	Iteration 59Q: 3 clusters Score -1981622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1981632.875000 Penalty: 3131.168701
	Iteration 60F: 3 clusters Score -1981633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1981640.250000 Penalty: 3131.168701
	Iteration 61Q: 3 clusters Score -1981640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1981647.750000 Penalty: 3131.168701
	Iteration 62Q: 3 clusters Score -1981648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1981664.000000 Penalty: 3131.168701
	Iteration 63Q: 3 clusters Score -1981664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1981676.875000 Penalty: 3131.168701
	Iteration 64Q: 3 clusters Score -1981677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1981694.000000 Penalty: 3131.168701
	Iteration 65Q: 3 clusters Score -1981694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1981702.750000 Penalty: 3131.168701
	Iteration 66Q: 3 clusters Score -1981703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1981712.500000 Penalty: 3131.168701
	Iteration 67Q: 3 clusters Score -1981712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1981716.125000 Penalty: 3131.168701
	Iteration 68Q: 3 clusters Score -1981716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1981722.500000 Penalty: 3131.168701
	Iteration 69Q: 3 clusters Score -1981722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1981731.000000 Penalty: 3131.168701
	Iteration 70Q: 3 clusters Score -1981731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1981734.125000 Penalty: 3131.168701
	Iteration 71Q: 3 clusters Score -1981734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1981739.250000 Penalty: 3131.168701
	Iteration 72Q: 3 clusters Score -1981739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1981743.750000 Penalty: 3131.168701
	Iteration 73Q: 3 clusters Score -1981744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1981746.250000 Penalty: 3131.168701
	Iteration 74Q: 3 clusters Score -1981746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1981749.750000 Penalty: 3131.168701
	Iteration 75Q: 3 clusters Score -1981750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1981754.500000 Penalty: 3131.168701
	Iteration 76Q: 3 clusters Score -1981754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1981755.375000 Penalty: 3131.168701
	Iteration 77Q: 3 clusters Score -1981755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1981756.375000 Penalty: 3131.168701
	Iteration 78Q: 3 clusters Score -1981756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1981761.875000 Penalty: 3131.168701
	Iteration 79Q: 3 clusters Score -1981762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1981762.125000 Penalty: 3131.168701
	Iteration 80F: 3 clusters Score -1981762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1981764.250000 Penalty: 3131.168701
	Iteration 81Q: 3 clusters Score -1981764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1981765.250000 Penalty: 3131.168701
	Iteration 82Q: 3 clusters Score -1981765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1981768.750000 Penalty: 3131.168701
	Iteration 83Q: 3 clusters Score -1981769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1981771.625000 Penalty: 3131.168701
	Iteration 84Q: 3 clusters Score -1981772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1981772.750000 Penalty: 3131.168701
	Iteration 85Q: 3 clusters Score -1981773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1981774.625000 Penalty: 3131.168701
	Iteration 86Q: 3 clusters Score -1981775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1981776.875000 Penalty: 3131.168701
	Iteration 87Q: 3 clusters Score -1981777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1981776.625000 Penalty: 3131.168701
	Iteration 88Q: 3 clusters Score -1981777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1981776.000000 Penalty: 3131.168701
	Iteration 89Q: 3 clusters Score -1981776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1981777.250000 Penalty: 3131.168701
	Iteration 90Q: 3 clusters Score -1981777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1981780.000000 Penalty: 3131.168701
	Iteration 91Q: 3 clusters Score -1981780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1981781.625000 Penalty: 3131.168701
	Iteration 92Q: 3 clusters Score -1981782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1981782.875000 Penalty: 3131.168701
	Iteration 93Q: 3 clusters Score -1981783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1981785.500000 Penalty: 3131.168701
	Iteration 94Q: 3 clusters Score -1981786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1981781.750000 Penalty: 3131.168701
	Iteration 95Q: 3 clusters Score -1981782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1981786.000000 Penalty: 3131.168701
	Iteration 96Q: 3 clusters Score -1981786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1981786.625000 Penalty: 3131.168701
	Iteration 97Q: 3 clusters Score -1981787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1981790.750000 Penalty: 3131.168701
	Iteration 98Q: 3 clusters Score -1981791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1981794.375000 Penalty: 3131.168701
	Iteration 99Q: 3 clusters Score -1981794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1981795.125000 Penalty: 3131.168701
	Iteration 100F: 3 clusters Score -1981795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1981797.375000 Penalty: 3131.168701
	Iteration 101Q: 3 clusters Score -1981797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1981796.250000 Penalty: 3131.168701
	Iteration 102Q: 3 clusters Score -1981796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1981796.750000 Penalty: 3131.168701
	Iteration 103Q: 3 clusters Score -1981797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1981796.750000 Penalty: 3131.168701
	Iteration 104F: 3 clusters Score -1981797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Entering Unmasked Estep 
Score: -3257910.000000 Penalty: 1647.451782
	Iteration 0F: 2 clusters Score -3257910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3240846.250000 Penalty: 3294.903564
	Iteration 0F: 3 clusters Score -3240846 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3247076.750000 Penalty: 3294.903564
	Iteration 1F: 3 clusters Score -3247077 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3247354.500000 Penalty: 3294.903564
	Iteration 2Q: 3 clusters Score -3247354 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3247618.250000 Penalty: 3294.903564
	Iteration 3Q: 3 clusters Score -3247618 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3247847.000000 Penalty: 3294.903564
	Iteration 4Q: 3 clusters Score -3247847 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3248164.250000 Penalty: 3294.903564
	Iteration 5Q: 3 clusters Score -3248164 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3248550.000000 Penalty: 3294.903564
	Iteration 6Q: 3 clusters Score -3248550 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3249050.000000 Penalty: 3294.903564
	Iteration 7Q: 3 clusters Score -3249050 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3249743.000000 Penalty: 3294.903564
	Iteration 8Q: 3 clusters Score -3249743 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3250676.000000 Penalty: 3294.903564
	Iteration 9F: 3 clusters Score -3250676 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3251785.750000 Penalty: 3294.903564
	Iteration 10F: 3 clusters Score -3251786 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3252915.250000 Penalty: 3294.903564
	Iteration 11F: 3 clusters Score -3252915 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3253905.250000 Penalty: 3294.903564
	Iteration 12Q: 3 clusters Score -3253905 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3254609.000000 Penalty: 3294.903564
	Iteration 13Q: 3 clusters Score -3254609 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3255024.500000 Penalty: 3294.903564
	Iteration 14Q: 3 clusters Score -3255024 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3255295.750000 Penalty: 3294.903564
	Iteration 15Q: 3 clusters Score -3255296 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3255544.000000 Penalty: 3294.903564
	Iteration 16Q: 3 clusters Score -3255544 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3255777.750000 Penalty: 3294.903564
	Iteration 17Q: 3 clusters Score -3255778 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3256012.250000 Penalty: 3294.903564
	Iteration 18Q: 3 clusters Score -3256012 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3256183.750000 Penalty: 3294.903564
	Iteration 19Q: 3 clusters Score -3256184 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3256303.500000 Penalty: 3294.903564
	Iteration 20F: 3 clusters Score -3256304 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3256401.500000 Penalty: 3294.903564
	Iteration 21Q: 3 clusters Score -3256402 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3256461.250000 Penalty: 3294.903564
	Iteration 22Q: 3 clusters Score -3256461 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3256512.750000 Penalty: 3294.903564
	Iteration 23Q: 3 clusters Score -3256513 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3256549.500000 Penalty: 3294.903564
	Iteration 24Q: 3 clusters Score -3256550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3256581.500000 Penalty: 3294.903564
	Iteration 25Q: 3 clusters Score -3256582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3256589.500000 Penalty: 3294.903564
	Iteration 26Q: 3 clusters Score -3256590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3256607.750000 Penalty: 3294.903564
	Iteration 27Q: 3 clusters Score -3256608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3256623.750000 Penalty: 3294.903564
	Iteration 28Q: 3 clusters Score -3256624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3256624.500000 Penalty: 3294.903564
	Iteration 29Q: 3 clusters Score -3256624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3256632.750000 Penalty: 3294.903564
	Iteration 30Q: 3 clusters Score -3256633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3256637.250000 Penalty: 3294.903564
	Iteration 31Q: 3 clusters Score -3256637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3256634.750000 Penalty: 3294.903564
	Iteration 32Q: 3 clusters Score -3256635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3256640.250000 Penalty: 3294.903564
	Iteration 33Q: 3 clusters Score -3256640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3256651.750000 Penalty: 3294.903564
	Iteration 34Q: 3 clusters Score -3256652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3256657.250000 Penalty: 3294.903564
	Iteration 35Q: 3 clusters Score -3256657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3256661.000000 Penalty: 3294.903564
	Iteration 36Q: 3 clusters Score -3256661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3256657.500000 Penalty: 3294.903564
	Iteration 37Q: 3 clusters Score -3256658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3256662.750000 Penalty: 3294.903564
	Iteration 38Q: 3 clusters Score -3256663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3256665.500000 Penalty: 3294.903564
	Iteration 39Q: 3 clusters Score -3256666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3256658.250000 Penalty: 3294.903564
	Iteration 40F: 3 clusters Score -3256658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3256666.000000 Penalty: 3294.903564
	Iteration 41Q: 3 clusters Score -3256666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3256669.000000 Penalty: 3294.903564
	Iteration 42Q: 3 clusters Score -3256669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3256666.500000 Penalty: 3294.903564
	Iteration 43Q: 3 clusters Score -3256666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3256668.250000 Penalty: 3294.903564
	Iteration 44Q: 3 clusters Score -3256668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3256668.500000 Penalty: 3294.903564
	Iteration 45Q: 3 clusters Score -3256668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3256665.500000 Penalty: 3294.903564
	Iteration 46Q: 3 clusters Score -3256666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3256665.500000 Penalty: 3294.903564
	Iteration 47F: 3 clusters Score -3256666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -112220.390625 Penalty: 1113.832642
	Iteration 0F: 2 clusters Score -112220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110816.500000 Penalty: 2227.665283
	Iteration 0F: 3 clusters Score -110816.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111071.593750 Penalty: 2227.665283
	Iteration 1F: 3 clusters Score -111071.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111159.132812 Penalty: 2227.665283
	Iteration 2F: 3 clusters Score -111159.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111213.507812 Penalty: 2227.665283
	Iteration 3F: 3 clusters Score -111213.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -111236.867188 Penalty: 2227.665283
	Iteration 4Q: 3 clusters Score -111236.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -111249.789062 Penalty: 2227.665283
	Iteration 5Q: 3 clusters Score -111249.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -111259.820312 Penalty: 2227.665283
	Iteration 6Q: 3 clusters Score -111259.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111267.187500 Penalty: 2227.665283
	Iteration 7Q: 3 clusters Score -111267.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -111276.601562 Penalty: 2227.665283
	Iteration 8Q: 3 clusters Score -111276.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -111293.187500 Penalty: 2227.665283
	Iteration 9Q: 3 clusters Score -111293.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -111303.718750 Penalty: 2227.665283
	Iteration 10Q: 3 clusters Score -111303.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -111323.421875 Penalty: 2227.665283
	Iteration 11Q: 3 clusters Score -111323.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -111341.664062 Penalty: 2227.665283
	Iteration 12Q: 3 clusters Score -111341.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -111354.039062 Penalty: 2227.665283
	Iteration 13Q: 3 clusters Score -111354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -111366.179688 Penalty: 2227.665283
	Iteration 14Q: 3 clusters Score -111366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -111371.367188 Penalty: 2227.665283
	Iteration 15Q: 3 clusters Score -111371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -111374.460938 Penalty: 2227.665283
	Iteration 16Q: 3 clusters Score -111374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -111375.960938 Penalty: 2227.665283
	Iteration 17Q: 3 clusters Score -111376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -111376.171875 Penalty: 2227.665283
	Iteration 18Q: 3 clusters Score -111376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -111376.171875 Penalty: 2227.665283
	Iteration 19F: 3 clusters Score -111376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -18777.537109 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -18777.54 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 104 members 
Entering Unmasked Estep 
Score: -18132.876953 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -18132.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18315.408203 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -18315.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18444.402344 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -18444.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18509.562500 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -18509.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18631.328125 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -18631.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18645.771484 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -18645.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18645.771484 Penalty: 1728.389038
	Iteration 6F: 3 clusters Score -18645.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 22432 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79889 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97207 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 31995 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 7609 members 
Mstep: Class 13 contains 97020 members 
Mstep: Class 14 contains 100275 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4227 members 
Mstep: Class 19 contains 15281 members 
Mstep: Class 20 contains 25290 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541016.000000 Penalty: 47263.542969
Iteration 359Q: 23 clusters Score -6.954102e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 22441 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79920 members 
Mstep: Class 6 contains 7536 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97208 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 7603 members 
Mstep: Class 13 contains 97014 members 
Mstep: Class 14 contains 100245 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4225 members 
Mstep: Class 19 contains 15319 members 
Mstep: Class 20 contains 25292 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541096.000000 Penalty: 47263.542969
Iteration 360F: 23 clusters Score -6.95411e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 22450 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79952 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97190 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32047 members 
Mstep: Class 11 contains 10107 members 
Mstep: Class 12 contains 7598 members 
Mstep: Class 13 contains 97018 members 
Mstep: Class 14 contains 100229 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4223 members 
Mstep: Class 19 contains 15348 members 
Mstep: Class 20 contains 25291 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541000.000000 Penalty: 47263.542969
Iteration 361Q: 23 clusters Score -6.9541e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 22461 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 79989 members 
Mstep: Class 6 contains 7486 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97176 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32076 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 97030 members 
Mstep: Class 14 contains 100204 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4223 members 
Mstep: Class 19 contains 15384 members 
Mstep: Class 20 contains 25275 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540960.000000 Penalty: 47263.542969
Iteration 362Q: 23 clusters Score -6.954096e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 22472 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80013 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97196 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32105 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 97033 members 
Mstep: Class 14 contains 100176 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4223 members 
Mstep: Class 19 contains 15418 members 
Mstep: Class 20 contains 25266 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541056.000000 Penalty: 47263.542969
Iteration 363Q: 23 clusters Score -6.954106e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 22477 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80035 members 
Mstep: Class 6 contains 7433 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97196 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 7581 members 
Mstep: Class 13 contains 97036 members 
Mstep: Class 14 contains 100141 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4222 members 
Mstep: Class 19 contains 15450 members 
Mstep: Class 20 contains 25268 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540984.000000 Penalty: 47263.542969
Iteration 364Q: 23 clusters Score -6.954098e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 22490 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80049 members 
Mstep: Class 6 contains 7415 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97182 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32178 members 
Mstep: Class 11 contains 10107 members 
Mstep: Class 12 contains 7568 members 
Mstep: Class 13 contains 97029 members 
Mstep: Class 14 contains 100134 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4218 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 25255 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541032.000000 Penalty: 47263.542969
Iteration 365Q: 23 clusters Score -6.954103e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 22499 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80066 members 
Mstep: Class 6 contains 7394 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97183 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32217 members 
Mstep: Class 11 contains 10106 members 
Mstep: Class 12 contains 7560 members 
Mstep: Class 13 contains 97017 members 
Mstep: Class 14 contains 100134 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4217 members 
Mstep: Class 19 contains 15515 members 
Mstep: Class 20 contains 25224 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541016.000000 Penalty: 47263.542969
Iteration 366Q: 23 clusters Score -6.954102e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 22507 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80085 members 
Mstep: Class 6 contains 7371 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97203 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32251 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 7554 members 
Mstep: Class 13 contains 97003 members 
Mstep: Class 14 contains 100136 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4219 members 
Mstep: Class 19 contains 15535 members 
Mstep: Class 20 contains 25191 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540920.000000 Penalty: 47263.542969
Iteration 367Q: 23 clusters Score -6.954092e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 22522 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80110 members 
Mstep: Class 6 contains 7349 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97209 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32275 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 7549 members 
Mstep: Class 13 contains 97016 members 
Mstep: Class 14 contains 100121 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4219 members 
Mstep: Class 19 contains 15559 members 
Mstep: Class 20 contains 25157 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540928.000000 Penalty: 47263.542969
Iteration 368Q: 23 clusters Score -6.954093e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 22545 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80137 members 
Mstep: Class 6 contains 7330 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97211 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32296 members 
Mstep: Class 11 contains 10112 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 97021 members 
Mstep: Class 14 contains 100105 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4219 members 
Mstep: Class 19 contains 15587 members 
Mstep: Class 20 contains 25112 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540840.000000 Penalty: 47263.542969
Iteration 369Q: 23 clusters Score -6.954084e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 22568 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80157 members 
Mstep: Class 6 contains 7301 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97219 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32320 members 
Mstep: Class 11 contains 10113 members 
Mstep: Class 12 contains 7546 members 
Mstep: Class 13 contains 97009 members 
Mstep: Class 14 contains 100100 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 25068 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540864.000000 Penalty: 47263.542969
Iteration 370Q: 23 clusters Score -6.954086e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 22586 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80166 members 
Mstep: Class 6 contains 7276 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97243 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32343 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 100096 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 15655 members 
Mstep: Class 20 contains 25014 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540832.000000 Penalty: 47263.542969
Iteration 371Q: 23 clusters Score -6.954083e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 22595 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80179 members 
Mstep: Class 6 contains 7255 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97272 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32376 members 
Mstep: Class 11 contains 10121 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 97018 members 
Mstep: Class 14 contains 100089 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4228 members 
Mstep: Class 19 contains 15681 members 
Mstep: Class 20 contains 24960 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540840.000000 Penalty: 47263.542969
Iteration 372Q: 23 clusters Score -6.954084e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 22619 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80193 members 
Mstep: Class 6 contains 7238 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97295 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32418 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 7530 members 
Mstep: Class 13 contains 97039 members 
Mstep: Class 14 contains 100080 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4231 members 
Mstep: Class 19 contains 15700 members 
Mstep: Class 20 contains 24893 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540816.000000 Penalty: 47263.542969
Iteration 373Q: 23 clusters Score -6.954082e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 22633 members 
Mstep: Class 3 contains 3092 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80211 members 
Mstep: Class 6 contains 7226 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97315 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32473 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 7515 members 
Mstep: Class 13 contains 97041 members 
Mstep: Class 14 contains 100068 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 15730 members 
Mstep: Class 20 contains 24826 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540768.000000 Penalty: 47263.542969
Iteration 374Q: 23 clusters Score -6.954077e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 22648 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80240 members 
Mstep: Class 6 contains 7218 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97323 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32518 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 7500 members 
Mstep: Class 13 contains 97041 members 
Mstep: Class 14 contains 100065 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 15766 members 
Mstep: Class 20 contains 24756 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540784.000000 Penalty: 47263.542969
Iteration 375Q: 23 clusters Score -6.954078e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 22664 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80259 members 
Mstep: Class 6 contains 7200 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97330 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32568 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 7492 members 
Mstep: Class 13 contains 97043 members 
Mstep: Class 14 contains 100041 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4237 members 
Mstep: Class 19 contains 15807 members 
Mstep: Class 20 contains 24708 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540760.000000 Penalty: 47263.542969
Iteration 376Q: 23 clusters Score -6.954076e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 22680 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80285 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97355 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32606 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 97049 members 
Mstep: Class 14 contains 100034 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 15830 members 
Mstep: Class 20 contains 24661 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540776.000000 Penalty: 47263.542969
Iteration 377Q: 23 clusters Score -6.954078e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 22687 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80309 members 
Mstep: Class 6 contains 7150 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97389 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32651 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 97049 members 
Mstep: Class 14 contains 100019 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4237 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 24626 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540752.000000 Penalty: 47263.542969
Iteration 378Q: 23 clusters Score -6.954075e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 22695 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80324 members 
Mstep: Class 6 contains 7126 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97452 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32691 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 97032 members 
Mstep: Class 14 contains 100015 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 15852 members 
Mstep: Class 20 contains 24587 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540648.000000 Penalty: 47263.542969
Iteration 379Q: 23 clusters Score -6.954065e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 22710 members 
Mstep: Class 3 contains 3092 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80338 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97490 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32731 members 
Mstep: Class 11 contains 10114 members 
Mstep: Class 12 contains 7467 members 
Mstep: Class 13 contains 97021 members 
Mstep: Class 14 contains 100012 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 15860 members 
Mstep: Class 20 contains 24551 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540576.000000 Penalty: 47263.542969
Iteration 380F: 23 clusters Score -6.954058e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 22728 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80358 members 
Mstep: Class 6 contains 7099 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97498 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32764 members 
Mstep: Class 11 contains 10113 members 
Mstep: Class 12 contains 7458 members 
Mstep: Class 13 contains 97016 members 
Mstep: Class 14 contains 100008 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 15876 members 
Mstep: Class 20 contains 24519 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540584.000000 Penalty: 47263.542969
Iteration 381Q: 23 clusters Score -6.954058e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 22737 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80383 members 
Mstep: Class 6 contains 7089 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97508 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32801 members 
Mstep: Class 11 contains 10109 members 
Mstep: Class 12 contains 7447 members 
Mstep: Class 13 contains 97021 members 
Mstep: Class 14 contains 99992 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 15893 members 
Mstep: Class 20 contains 24494 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540616.000000 Penalty: 47263.542969
Iteration 382Q: 23 clusters Score -6.954062e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 22741 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80404 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97537 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32838 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 7436 members 
Mstep: Class 13 contains 97025 members 
Mstep: Class 14 contains 99972 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 15905 members 
Mstep: Class 20 contains 24462 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540568.000000 Penalty: 47263.542969
Iteration 383Q: 23 clusters Score -6.954057e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 22746 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80417 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97575 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32867 members 
Mstep: Class 11 contains 10107 members 
Mstep: Class 12 contains 7422 members 
Mstep: Class 13 contains 97025 members 
Mstep: Class 14 contains 99962 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 15908 members 
Mstep: Class 20 contains 24436 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540560.000000 Penalty: 47263.542969
Iteration 384Q: 23 clusters Score -6.954056e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 22743 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80423 members 
Mstep: Class 6 contains 7085 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97612 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32898 members 
Mstep: Class 11 contains 10110 members 
Mstep: Class 12 contains 7406 members 
Mstep: Class 13 contains 97024 members 
Mstep: Class 14 contains 99942 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 15914 members 
Mstep: Class 20 contains 24431 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540664.000000 Penalty: 47263.542969
Iteration 385Q: 23 clusters Score -6.954066e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 22740 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80434 members 
Mstep: Class 6 contains 7081 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97635 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32928 members 
Mstep: Class 11 contains 10111 members 
Mstep: Class 12 contains 7391 members 
Mstep: Class 13 contains 97026 members 
Mstep: Class 14 contains 99937 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 15924 members 
Mstep: Class 20 contains 24419 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540680.000000 Penalty: 47263.542969
Iteration 386Q: 23 clusters Score -6.954068e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 22745 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80437 members 
Mstep: Class 6 contains 7083 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97645 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 32967 members 
Mstep: Class 11 contains 10111 members 
Mstep: Class 12 contains 7371 members 
Mstep: Class 13 contains 97023 members 
Mstep: Class 14 contains 99933 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 15930 members 
Mstep: Class 20 contains 24407 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540648.000000 Penalty: 47263.542969
Iteration 387Q: 23 clusters Score -6.954065e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 22746 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80449 members 
Mstep: Class 6 contains 7076 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97671 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33002 members 
Mstep: Class 11 contains 10111 members 
Mstep: Class 12 contains 7356 members 
Mstep: Class 13 contains 97020 members 
Mstep: Class 14 contains 99927 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 15943 members 
Mstep: Class 20 contains 24388 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540688.000000 Penalty: 47263.542969
Iteration 388Q: 23 clusters Score -6.954069e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 22747 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80466 members 
Mstep: Class 6 contains 7068 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97673 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33029 members 
Mstep: Class 11 contains 10111 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 97027 members 
Mstep: Class 14 contains 99917 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4264 members 
Mstep: Class 19 contains 15964 members 
Mstep: Class 20 contains 24382 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540704.000000 Penalty: 47263.542969
Iteration 389Q: 23 clusters Score -6.95407e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 22753 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80478 members 
Mstep: Class 6 contains 7055 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97680 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33063 members 
Mstep: Class 11 contains 10109 members 
Mstep: Class 12 contains 7333 members 
Mstep: Class 13 contains 97038 members 
Mstep: Class 14 contains 99902 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 15979 members 
Mstep: Class 20 contains 24369 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540712.000000 Penalty: 47263.542969
Iteration 390Q: 23 clusters Score -6.954071e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 22757 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80485 members 
Mstep: Class 6 contains 7051 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97673 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 10110 members 
Mstep: Class 12 contains 7322 members 
Mstep: Class 13 contains 97043 members 
Mstep: Class 14 contains 99904 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 15994 members 
Mstep: Class 20 contains 24350 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540728.000000 Penalty: 47263.542969
Iteration 391Q: 23 clusters Score -6.954073e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 22764 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80493 members 
Mstep: Class 6 contains 7042 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97673 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 10111 members 
Mstep: Class 12 contains 7312 members 
Mstep: Class 13 contains 97050 members 
Mstep: Class 14 contains 99905 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 16004 members 
Mstep: Class 20 contains 24328 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540704.000000 Penalty: 47263.542969
Iteration 392Q: 23 clusters Score -6.95407e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 22769 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80501 members 
Mstep: Class 6 contains 7038 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97675 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33143 members 
Mstep: Class 11 contains 10110 members 
Mstep: Class 12 contains 7305 members 
Mstep: Class 13 contains 97042 members 
Mstep: Class 14 contains 99904 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 16014 members 
Mstep: Class 20 contains 24314 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540784.000000 Penalty: 47263.542969
Iteration 393Q: 23 clusters Score -6.954078e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 22771 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80513 members 
Mstep: Class 6 contains 7029 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97659 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33162 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 7294 members 
Mstep: Class 13 contains 97054 members 
Mstep: Class 14 contains 99898 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 16022 members 
Mstep: Class 20 contains 24315 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540720.000000 Penalty: 47263.542969
Iteration 394Q: 23 clusters Score -6.954072e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 22765 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80521 members 
Mstep: Class 6 contains 7016 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97670 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33188 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 97054 members 
Mstep: Class 14 contains 99890 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 16028 members 
Mstep: Class 20 contains 24311 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540768.000000 Penalty: 47263.542969
Iteration 395Q: 23 clusters Score -6.954077e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 22763 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80526 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97674 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33215 members 
Mstep: Class 11 contains 10106 members 
Mstep: Class 12 contains 7279 members 
Mstep: Class 13 contains 97049 members 
Mstep: Class 14 contains 99889 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 16035 members 
Mstep: Class 20 contains 24307 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540664.000000 Penalty: 47263.542969
Iteration 396Q: 23 clusters Score -6.954066e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 22768 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80529 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97673 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33243 members 
Mstep: Class 11 contains 10107 members 
Mstep: Class 12 contains 7273 members 
Mstep: Class 13 contains 97048 members 
Mstep: Class 14 contains 99884 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 16043 members 
Mstep: Class 20 contains 24295 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540616.000000 Penalty: 47263.542969
Iteration 397Q: 23 clusters Score -6.954062e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 22771 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80531 members 
Mstep: Class 6 contains 6986 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97667 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33267 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 97051 members 
Mstep: Class 14 contains 99895 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 16046 members 
Mstep: Class 20 contains 24279 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540720.000000 Penalty: 47263.542969
Iteration 398Q: 23 clusters Score -6.954072e+07 nChanged 162
Entering ConstructFrom: 
Score: -69540720.000000 Penalty: 47263.542969
Entering ConstructFrom: 
Trying to split cluster 1 (45434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Entering Unmasked Estep 
Score: -5852931.000000 Penalty: 1742.652588
	Iteration 0F: 2 clusters Score -5852931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5822336.500000 Penalty: 3485.305176
	Iteration 0F: 3 clusters Score -5822336 nChanged 21516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5834409.500000 Penalty: 3485.305176
	Iteration 1F: 3 clusters Score -5834410 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -5834931.500000 Penalty: 3485.305176
	Iteration 2Q: 3 clusters Score -5834932 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -5835602.000000 Penalty: 3485.305176
	Iteration 3Q: 3 clusters Score -5835602 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5836602.000000 Penalty: 3485.305176
	Iteration 4Q: 3 clusters Score -5836602 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -5838145.000000 Penalty: 3485.305176
	Iteration 5F: 3 clusters Score -5838145 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -5840441.000000 Penalty: 3485.305176
	Iteration 6F: 3 clusters Score -5840441 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -5843373.000000 Penalty: 3485.305176
	Iteration 7F: 3 clusters Score -5843373 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -5846524.500000 Penalty: 3485.305176
	Iteration 8F: 3 clusters Score -5846524 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -5848932.500000 Penalty: 3485.305176
	Iteration 9F: 3 clusters Score -5848932 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5850217.500000 Penalty: 3485.305176
	Iteration 10Q: 3 clusters Score -5850218 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5850827.000000 Penalty: 3485.305176
	Iteration 11Q: 3 clusters Score -5850827 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5851144.000000 Penalty: 3485.305176
	Iteration 12Q: 3 clusters Score -5851144 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5851266.500000 Penalty: 3485.305176
	Iteration 13Q: 3 clusters Score -5851266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5851342.000000 Penalty: 3485.305176
	Iteration 14Q: 3 clusters Score -5851342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5851375.500000 Penalty: 3485.305176
	Iteration 15Q: 3 clusters Score -5851376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5851399.000000 Penalty: 3485.305176
	Iteration 16Q: 3 clusters Score -5851399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5851444.500000 Penalty: 3485.305176
	Iteration 17Q: 3 clusters Score -5851444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5851455.500000 Penalty: 3485.305176
	Iteration 18Q: 3 clusters Score -5851456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5851474.000000 Penalty: 3485.305176
	Iteration 19Q: 3 clusters Score -5851474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5851475.000000 Penalty: 3485.305176
	Iteration 20F: 3 clusters Score -5851475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5851499.000000 Penalty: 3485.305176
	Iteration 21Q: 3 clusters Score -5851499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5851499.500000 Penalty: 3485.305176
	Iteration 22Q: 3 clusters Score -5851500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5851518.000000 Penalty: 3485.305176
	Iteration 23Q: 3 clusters Score -5851518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5851515.500000 Penalty: 3485.305176
	Iteration 24Q: 3 clusters Score -5851516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5851520.500000 Penalty: 3485.305176
	Iteration 25Q: 3 clusters Score -5851520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5851527.500000 Penalty: 3485.305176
	Iteration 26Q: 3 clusters Score -5851528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5851527.000000 Penalty: 3485.305176
	Iteration 27Q: 3 clusters Score -5851527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5851527.000000 Penalty: 3485.305176
	Iteration 28F: 3 clusters Score -5851527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Entering Unmasked Estep 
Score: -2945800.000000 Penalty: 1630.487549
	Iteration 0F: 2 clusters Score -2945800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2930312.500000 Penalty: 3260.975098
	Iteration 0F: 3 clusters Score -2930312 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2936105.250000 Penalty: 3260.975098
	Iteration 1F: 3 clusters Score -2936105 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2936557.250000 Penalty: 3260.975098
	Iteration 2F: 3 clusters Score -2936557 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2937155.500000 Penalty: 3260.975098
	Iteration 3F: 3 clusters Score -2937156 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2938007.250000 Penalty: 3260.975098
	Iteration 4F: 3 clusters Score -2938007 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2939178.250000 Penalty: 3260.975098
	Iteration 5F: 3 clusters Score -2939178 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2940686.000000 Penalty: 3260.975098
	Iteration 6F: 3 clusters Score -2940686 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2942132.750000 Penalty: 3260.975098
	Iteration 7F: 3 clusters Score -2942133 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2943186.000000 Penalty: 3260.975098
	Iteration 8Q: 3 clusters Score -2943186 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2943772.500000 Penalty: 3260.975098
	Iteration 9Q: 3 clusters Score -2943772 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2944022.500000 Penalty: 3260.975098
	Iteration 10Q: 3 clusters Score -2944022 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2944161.500000 Penalty: 3260.975098
	Iteration 11Q: 3 clusters Score -2944162 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2944244.250000 Penalty: 3260.975098
	Iteration 12Q: 3 clusters Score -2944244 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2944327.750000 Penalty: 3260.975098
	Iteration 13Q: 3 clusters Score -2944328 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2944390.250000 Penalty: 3260.975098
	Iteration 14Q: 3 clusters Score -2944390 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2944443.250000 Penalty: 3260.975098
	Iteration 15Q: 3 clusters Score -2944443 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2944489.500000 Penalty: 3260.975098
	Iteration 16Q: 3 clusters Score -2944490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2944522.500000 Penalty: 3260.975098
	Iteration 17Q: 3 clusters Score -2944522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2944556.750000 Penalty: 3260.975098
	Iteration 18Q: 3 clusters Score -2944557 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2944579.000000 Penalty: 3260.975098
	Iteration 19Q: 3 clusters Score -2944579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2944606.750000 Penalty: 3260.975098
	Iteration 20F: 3 clusters Score -2944607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2944612.000000 Penalty: 3260.975098
	Iteration 21Q: 3 clusters Score -2944612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2944621.500000 Penalty: 3260.975098
	Iteration 22Q: 3 clusters Score -2944622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2944630.500000 Penalty: 3260.975098
	Iteration 23Q: 3 clusters Score -2944630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2944648.000000 Penalty: 3260.975098
	Iteration 24Q: 3 clusters Score -2944648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2944665.250000 Penalty: 3260.975098
	Iteration 25Q: 3 clusters Score -2944665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2944668.250000 Penalty: 3260.975098
	Iteration 26Q: 3 clusters Score -2944668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2944682.500000 Penalty: 3260.975098
	Iteration 27Q: 3 clusters Score -2944682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2944692.000000 Penalty: 3260.975098
	Iteration 28Q: 3 clusters Score -2944692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2944708.500000 Penalty: 3260.975098
	Iteration 29Q: 3 clusters Score -2944708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2944717.750000 Penalty: 3260.975098
	Iteration 30Q: 3 clusters Score -2944718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2944738.250000 Penalty: 3260.975098
	Iteration 31Q: 3 clusters Score -2944738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2944741.750000 Penalty: 3260.975098
	Iteration 32Q: 3 clusters Score -2944742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2944751.500000 Penalty: 3260.975098
	Iteration 33Q: 3 clusters Score -2944752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2944748.250000 Penalty: 3260.975098
	Iteration 34Q: 3 clusters Score -2944748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2944753.750000 Penalty: 3260.975098
	Iteration 35Q: 3 clusters Score -2944754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2944758.500000 Penalty: 3260.975098
	Iteration 36Q: 3 clusters Score -2944758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2944766.000000 Penalty: 3260.975098
	Iteration 37Q: 3 clusters Score -2944766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2944774.500000 Penalty: 3260.975098
	Iteration 38Q: 3 clusters Score -2944774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2944775.250000 Penalty: 3260.975098
	Iteration 39Q: 3 clusters Score -2944775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2944782.250000 Penalty: 3260.975098
	Iteration 40F: 3 clusters Score -2944782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2944787.250000 Penalty: 3260.975098
	Iteration 41Q: 3 clusters Score -2944787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2944799.750000 Penalty: 3260.975098
	Iteration 42Q: 3 clusters Score -2944800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2944801.500000 Penalty: 3260.975098
	Iteration 43Q: 3 clusters Score -2944802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2944808.250000 Penalty: 3260.975098
	Iteration 44Q: 3 clusters Score -2944808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2944818.500000 Penalty: 3260.975098
	Iteration 45Q: 3 clusters Score -2944818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2944818.750000 Penalty: 3260.975098
	Iteration 46Q: 3 clusters Score -2944819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2944825.750000 Penalty: 3260.975098
	Iteration 47Q: 3 clusters Score -2944826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2944830.750000 Penalty: 3260.975098
	Iteration 48Q: 3 clusters Score -2944831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2944829.750000 Penalty: 3260.975098
	Iteration 49Q: 3 clusters Score -2944830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2944831.250000 Penalty: 3260.975098
	Iteration 50Q: 3 clusters Score -2944831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2944830.500000 Penalty: 3260.975098
	Iteration 51Q: 3 clusters Score -2944830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2944831.750000 Penalty: 3260.975098
	Iteration 52Q: 3 clusters Score -2944832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2944830.750000 Penalty: 3260.975098
	Iteration 53Q: 3 clusters Score -2944831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2944832.750000 Penalty: 3260.975098
	Iteration 54Q: 3 clusters Score -2944833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2944833.750000 Penalty: 3260.975098
	Iteration 55Q: 3 clusters Score -2944834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2944833.750000 Penalty: 3260.975098
	Iteration 56F: 3 clusters Score -2944834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Entering Unmasked Estep 
Score: -376268.625000 Penalty: 1306.048218
	Iteration 0F: 2 clusters Score -376268.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -373481.250000 Penalty: 2612.096436
	Iteration 0F: 3 clusters Score -373481.2 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -374219.031250 Penalty: 2612.096436
	Iteration 1F: 3 clusters Score -374219 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -374327.031250 Penalty: 2612.096436
	Iteration 2F: 3 clusters Score -374327 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -374396.812500 Penalty: 2612.096436
	Iteration 3Q: 3 clusters Score -374396.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -374459.093750 Penalty: 2612.096436
	Iteration 4Q: 3 clusters Score -374459.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -374508.937500 Penalty: 2612.096436
	Iteration 5Q: 3 clusters Score -374508.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -374548.437500 Penalty: 2612.096436
	Iteration 6Q: 3 clusters Score -374548.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -374589.468750 Penalty: 2612.096436
	Iteration 7Q: 3 clusters Score -374589.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -374635.718750 Penalty: 2612.096436
	Iteration 8Q: 3 clusters Score -374635.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -374679.000000 Penalty: 2612.096436
	Iteration 9Q: 3 clusters Score -374679 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -374721.968750 Penalty: 2612.096436
	Iteration 10Q: 3 clusters Score -374722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -374765.593750 Penalty: 2612.096436
	Iteration 11Q: 3 clusters Score -374765.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -374815.812500 Penalty: 2612.096436
	Iteration 12Q: 3 clusters Score -374815.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -374869.687500 Penalty: 2612.096436
	Iteration 13Q: 3 clusters Score -374869.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -374907.812500 Penalty: 2612.096436
	Iteration 14Q: 3 clusters Score -374907.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -374932.500000 Penalty: 2612.096436
	Iteration 15Q: 3 clusters Score -374932.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -374951.687500 Penalty: 2612.096436
	Iteration 16Q: 3 clusters Score -374951.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -374964.031250 Penalty: 2612.096436
	Iteration 17Q: 3 clusters Score -374964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -374974.968750 Penalty: 2612.096436
	Iteration 18Q: 3 clusters Score -374975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -374983.625000 Penalty: 2612.096436
	Iteration 19Q: 3 clusters Score -374983.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -374992.406250 Penalty: 2612.096436
	Iteration 20F: 3 clusters Score -374992.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -375013.437500 Penalty: 2612.096436
	Iteration 21Q: 3 clusters Score -375013.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -375035.343750 Penalty: 2612.096436
	Iteration 22Q: 3 clusters Score -375035.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -375048.281250 Penalty: 2612.096436
	Iteration 23Q: 3 clusters Score -375048.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -375065.000000 Penalty: 2612.096436
	Iteration 24Q: 3 clusters Score -375065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -375079.750000 Penalty: 2612.096436
	Iteration 25Q: 3 clusters Score -375079.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -375093.406250 Penalty: 2612.096436
	Iteration 26Q: 3 clusters Score -375093.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -375107.406250 Penalty: 2612.096436
	Iteration 27Q: 3 clusters Score -375107.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -375114.687500 Penalty: 2612.096436
	Iteration 28Q: 3 clusters Score -375114.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -375122.343750 Penalty: 2612.096436
	Iteration 29Q: 3 clusters Score -375122.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -375130.656250 Penalty: 2612.096436
	Iteration 30Q: 3 clusters Score -375130.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -375133.968750 Penalty: 2612.096436
	Iteration 31Q: 3 clusters Score -375134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -375138.750000 Penalty: 2612.096436
	Iteration 32Q: 3 clusters Score -375138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -375141.625000 Penalty: 2612.096436
	Iteration 33Q: 3 clusters Score -375141.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -375147.218750 Penalty: 2612.096436
	Iteration 34Q: 3 clusters Score -375147.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -375152.593750 Penalty: 2612.096436
	Iteration 35Q: 3 clusters Score -375152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -375155.156250 Penalty: 2612.096436
	Iteration 36Q: 3 clusters Score -375155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -375157.843750 Penalty: 2612.096436
	Iteration 37Q: 3 clusters Score -375157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -375161.375000 Penalty: 2612.096436
	Iteration 38Q: 3 clusters Score -375161.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -375164.062500 Penalty: 2612.096436
	Iteration 39Q: 3 clusters Score -375164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -375167.375000 Penalty: 2612.096436
	Iteration 40F: 3 clusters Score -375167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -375169.625000 Penalty: 2612.096436
	Iteration 41Q: 3 clusters Score -375169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -375172.375000 Penalty: 2612.096436
	Iteration 42Q: 3 clusters Score -375172.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -375174.812500 Penalty: 2612.096436
	Iteration 43Q: 3 clusters Score -375174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -375178.093750 Penalty: 2612.096436
	Iteration 44Q: 3 clusters Score -375178.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -375181.718750 Penalty: 2612.096436
	Iteration 45Q: 3 clusters Score -375181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -375185.281250 Penalty: 2612.096436
	Iteration 46Q: 3 clusters Score -375185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -375187.750000 Penalty: 2612.096436
	Iteration 47Q: 3 clusters Score -375187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -375188.562500 Penalty: 2612.096436
	Iteration 48Q: 3 clusters Score -375188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -375190.968750 Penalty: 2612.096436
	Iteration 49Q: 3 clusters Score -375191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -375191.812500 Penalty: 2612.096436
	Iteration 50Q: 3 clusters Score -375191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -375192.968750 Penalty: 2612.096436
	Iteration 51Q: 3 clusters Score -375193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -375194.812500 Penalty: 2612.096436
	Iteration 52Q: 3 clusters Score -375194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -375195.750000 Penalty: 2612.096436
	Iteration 53Q: 3 clusters Score -375195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -375197.687500 Penalty: 2612.096436
	Iteration 54Q: 3 clusters Score -375197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -375201.937500 Penalty: 2612.096436
	Iteration 55Q: 3 clusters Score -375201.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -375203.500000 Penalty: 2612.096436
	Iteration 56Q: 3 clusters Score -375203.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -375206.187500 Penalty: 2612.096436
	Iteration 57Q: 3 clusters Score -375206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -375210.281250 Penalty: 2612.096436
	Iteration 58Q: 3 clusters Score -375210.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -375215.531250 Penalty: 2612.096436
	Iteration 59Q: 3 clusters Score -375215.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -375219.031250 Penalty: 2612.096436
	Iteration 60F: 3 clusters Score -375219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -375221.093750 Penalty: 2612.096436
	Iteration 61Q: 3 clusters Score -375221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -375221.687500 Penalty: 2612.096436
	Iteration 62Q: 3 clusters Score -375221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -375224.000000 Penalty: 2612.096436
	Iteration 63Q: 3 clusters Score -375224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -375224.156250 Penalty: 2612.096436
	Iteration 64Q: 3 clusters Score -375224.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -375226.687500 Penalty: 2612.096436
	Iteration 65Q: 3 clusters Score -375226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -375227.687500 Penalty: 2612.096436
	Iteration 66Q: 3 clusters Score -375227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -375228.625000 Penalty: 2612.096436
	Iteration 67Q: 3 clusters Score -375228.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -375228.625000 Penalty: 2612.096436
	Iteration 68F: 3 clusters Score -375228.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -51736.347656 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -51736.35 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 153 members 
Entering Unmasked Estep 
Score: -50815.105469 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -50815.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50895.148438 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -50895.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50931.300781 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -50931.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50940.238281 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -50940.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50944.464844 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -50944.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50946.300781 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -50946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50946.300781 Penalty: 1874.704346
	Iteration 6F: 3 clusters Score -50946.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (80531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Entering Unmasked Estep 
Score: -10375271.000000 Penalty: 1835.664551
	Iteration 0F: 2 clusters Score -1.037527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -10322448.000000 Penalty: 3671.329102
	Iteration 0F: 3 clusters Score -1.032245e+07 nChanged 38440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -10344431.000000 Penalty: 3671.329102
	Iteration 1F: 3 clusters Score -1.034443e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -10345078.000000 Penalty: 3671.329102
	Iteration 2Q: 3 clusters Score -1.034508e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -10345718.000000 Penalty: 3671.329102
	Iteration 3Q: 3 clusters Score -1.034572e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -10346576.000000 Penalty: 3671.329102
	Iteration 4Q: 3 clusters Score -1.034658e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -10347714.000000 Penalty: 3671.329102
	Iteration 5Q: 3 clusters Score -1.034771e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -10349559.000000 Penalty: 3671.329102
	Iteration 6Q: 3 clusters Score -1.034956e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -10352437.000000 Penalty: 3671.329102
	Iteration 7F: 3 clusters Score -1.035244e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -10356381.000000 Penalty: 3671.329102
	Iteration 8F: 3 clusters Score -1.035638e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -10360035.000000 Penalty: 3671.329102
	Iteration 9F: 3 clusters Score -1.036004e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -10362115.000000 Penalty: 3671.329102
	Iteration 10F: 3 clusters Score -1.036212e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -10362785.000000 Penalty: 3671.329102
	Iteration 11Q: 3 clusters Score -1.036278e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -10363178.000000 Penalty: 3671.329102
	Iteration 12Q: 3 clusters Score -1.036318e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -10363424.000000 Penalty: 3671.329102
	Iteration 13Q: 3 clusters Score -1.036342e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -10363683.000000 Penalty: 3671.329102
	Iteration 14Q: 3 clusters Score -1.036368e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -10363866.000000 Penalty: 3671.329102
	Iteration 15Q: 3 clusters Score -1.036387e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -10364073.000000 Penalty: 3671.329102
	Iteration 16Q: 3 clusters Score -1.036407e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -10364258.000000 Penalty: 3671.329102
	Iteration 17Q: 3 clusters Score -1.036426e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -10364368.000000 Penalty: 3671.329102
	Iteration 18Q: 3 clusters Score -1.036437e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -10364553.000000 Penalty: 3671.329102
	Iteration 19Q: 3 clusters Score -1.036455e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -10364689.000000 Penalty: 3671.329102
	Iteration 20F: 3 clusters Score -1.036469e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -10364864.000000 Penalty: 3671.329102
	Iteration 21Q: 3 clusters Score -1.036486e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -10364986.000000 Penalty: 3671.329102
	Iteration 22Q: 3 clusters Score -1.036499e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -10365135.000000 Penalty: 3671.329102
	Iteration 23Q: 3 clusters Score -1.036514e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -10365354.000000 Penalty: 3671.329102
	Iteration 24Q: 3 clusters Score -1.036535e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -10365508.000000 Penalty: 3671.329102
	Iteration 25Q: 3 clusters Score -1.036551e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -10365654.000000 Penalty: 3671.329102
	Iteration 26Q: 3 clusters Score -1.036565e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -10365799.000000 Penalty: 3671.329102
	Iteration 27Q: 3 clusters Score -1.03658e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -10365910.000000 Penalty: 3671.329102
	Iteration 28Q: 3 clusters Score -1.036591e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -10366058.000000 Penalty: 3671.329102
	Iteration 29Q: 3 clusters Score -1.036606e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -10366203.000000 Penalty: 3671.329102
	Iteration 30Q: 3 clusters Score -1.03662e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -10366345.000000 Penalty: 3671.329102
	Iteration 31Q: 3 clusters Score -1.036634e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -10366523.000000 Penalty: 3671.329102
	Iteration 32Q: 3 clusters Score -1.036652e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -10366680.000000 Penalty: 3671.329102
	Iteration 33Q: 3 clusters Score -1.036668e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -10366811.000000 Penalty: 3671.329102
	Iteration 34Q: 3 clusters Score -1.036681e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -10366929.000000 Penalty: 3671.329102
	Iteration 35Q: 3 clusters Score -1.036693e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -10367080.000000 Penalty: 3671.329102
	Iteration 36Q: 3 clusters Score -1.036708e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -10367242.000000 Penalty: 3671.329102
	Iteration 37Q: 3 clusters Score -1.036724e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -10367420.000000 Penalty: 3671.329102
	Iteration 38Q: 3 clusters Score -1.036742e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -10367595.000000 Penalty: 3671.329102
	Iteration 39Q: 3 clusters Score -1.03676e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -10367848.000000 Penalty: 3671.329102
	Iteration 40F: 3 clusters Score -1.036785e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 66301 members 
Entering Unmasked Estep 
Score: -10368071.000000 Penalty: 3671.329102
	Iteration 41Q: 3 clusters Score -1.036807e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -10368269.000000 Penalty: 3671.329102
	Iteration 42Q: 3 clusters Score -1.036827e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -10368477.000000 Penalty: 3671.329102
	Iteration 43Q: 3 clusters Score -1.036848e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -10368705.000000 Penalty: 3671.329102
	Iteration 44Q: 3 clusters Score -1.03687e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -10368902.000000 Penalty: 3671.329102
	Iteration 45Q: 3 clusters Score -1.03689e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -10369087.000000 Penalty: 3671.329102
	Iteration 46Q: 3 clusters Score -1.036909e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -10369300.000000 Penalty: 3671.329102
	Iteration 47Q: 3 clusters Score -1.03693e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 70816 members 
Entering Unmasked Estep 
Score: -10369533.000000 Penalty: 3671.329102
	Iteration 48Q: 3 clusters Score -1.036953e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -10369759.000000 Penalty: 3671.329102
	Iteration 49Q: 3 clusters Score -1.036976e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -10369992.000000 Penalty: 3671.329102
	Iteration 50Q: 3 clusters Score -1.036999e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -10370256.000000 Penalty: 3671.329102
	Iteration 51Q: 3 clusters Score -1.037026e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -10370513.000000 Penalty: 3671.329102
	Iteration 52Q: 3 clusters Score -1.037051e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -10370779.000000 Penalty: 3671.329102
	Iteration 53Q: 3 clusters Score -1.037078e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -10371082.000000 Penalty: 3671.329102
	Iteration 54Q: 3 clusters Score -1.037108e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -10371356.000000 Penalty: 3671.329102
	Iteration 55Q: 3 clusters Score -1.037136e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -10371597.000000 Penalty: 3671.329102
	Iteration 56Q: 3 clusters Score -1.03716e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -10371823.000000 Penalty: 3671.329102
	Iteration 57Q: 3 clusters Score -1.037182e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -10372080.000000 Penalty: 3671.329102
	Iteration 58Q: 3 clusters Score -1.037208e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -10372373.000000 Penalty: 3671.329102
	Iteration 59Q: 3 clusters Score -1.037237e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -10372620.000000 Penalty: 3671.329102
	Iteration 60F: 3 clusters Score -1.037262e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -10372800.000000 Penalty: 3671.329102
	Iteration 61Q: 3 clusters Score -1.03728e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -10372951.000000 Penalty: 3671.329102
	Iteration 62Q: 3 clusters Score -1.037295e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -10373107.000000 Penalty: 3671.329102
	Iteration 63Q: 3 clusters Score -1.037311e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -10373207.000000 Penalty: 3671.329102
	Iteration 64Q: 3 clusters Score -1.037321e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -10373301.000000 Penalty: 3671.329102
	Iteration 65Q: 3 clusters Score -1.03733e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -10373370.000000 Penalty: 3671.329102
	Iteration 66Q: 3 clusters Score -1.037337e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -10373412.000000 Penalty: 3671.329102
	Iteration 67Q: 3 clusters Score -1.037341e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -10373443.000000 Penalty: 3671.329102
	Iteration 68Q: 3 clusters Score -1.037344e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -10373496.000000 Penalty: 3671.329102
	Iteration 69Q: 3 clusters Score -1.03735e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -10373531.000000 Penalty: 3671.329102
	Iteration 70Q: 3 clusters Score -1.037353e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -10373559.000000 Penalty: 3671.329102
	Iteration 71Q: 3 clusters Score -1.037356e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -10373567.000000 Penalty: 3671.329102
	Iteration 72Q: 3 clusters Score -1.037357e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -10373587.000000 Penalty: 3671.329102
	Iteration 73Q: 3 clusters Score -1.037359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -10373607.000000 Penalty: 3671.329102
	Iteration 74Q: 3 clusters Score -1.037361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -10373617.000000 Penalty: 3671.329102
	Iteration 75Q: 3 clusters Score -1.037362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -10373639.000000 Penalty: 3671.329102
	Iteration 76Q: 3 clusters Score -1.037364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -10373644.000000 Penalty: 3671.329102
	Iteration 77Q: 3 clusters Score -1.037364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -10373660.000000 Penalty: 3671.329102
	Iteration 78Q: 3 clusters Score -1.037366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -10373657.000000 Penalty: 3671.329102
	Iteration 79Q: 3 clusters Score -1.037366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -10373668.000000 Penalty: 3671.329102
	Iteration 80F: 3 clusters Score -1.037367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -10373664.000000 Penalty: 3671.329102
	Iteration 81Q: 3 clusters Score -1.037366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -10373664.000000 Penalty: 3671.329102
	Iteration 82Q: 3 clusters Score -1.037366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -10373662.000000 Penalty: 3671.329102
	Iteration 83Q: 3 clusters Score -1.037366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -10373674.000000 Penalty: 3671.329102
	Iteration 84Q: 3 clusters Score -1.037367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -10373683.000000 Penalty: 3671.329102
	Iteration 85Q: 3 clusters Score -1.037368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -10373678.000000 Penalty: 3671.329102
	Iteration 86Q: 3 clusters Score -1.037368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -10373685.000000 Penalty: 3671.329102
	Iteration 87Q: 3 clusters Score -1.037368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
Score: -10373686.000000 Penalty: 3671.329102
	Iteration 88Q: 3 clusters Score -1.037369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -10373681.000000 Penalty: 3671.329102
	Iteration 89Q: 3 clusters Score -1.037368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -10373681.000000 Penalty: 3671.329102
	Iteration 90Q: 3 clusters Score -1.037368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -10373691.000000 Penalty: 3671.329102
	Iteration 91Q: 3 clusters Score -1.037369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -10373689.000000 Penalty: 3671.329102
	Iteration 92Q: 3 clusters Score -1.037369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -10373691.000000 Penalty: 3671.329102
	Iteration 93Q: 3 clusters Score -1.037369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -10373697.000000 Penalty: 3671.329102
	Iteration 94Q: 3 clusters Score -1.03737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -10373708.000000 Penalty: 3671.329102
	Iteration 95Q: 3 clusters Score -1.037371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -10373708.000000 Penalty: 3671.329102
	Iteration 96Q: 3 clusters Score -1.037371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -10373718.000000 Penalty: 3671.329102
	Iteration 97Q: 3 clusters Score -1.037372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -10373718.000000 Penalty: 3671.329102
	Iteration 98Q: 3 clusters Score -1.037372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -10373720.000000 Penalty: 3671.329102
	Iteration 99Q: 3 clusters Score -1.037372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -10373727.000000 Penalty: 3671.329102
	Iteration 100F: 3 clusters Score -1.037373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -10373727.000000 Penalty: 3671.329102
	Iteration 101Q: 3 clusters Score -1.037373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -10373727.000000 Penalty: 3671.329102
	Iteration 102F: 3 clusters Score -1.037373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Entering Unmasked Estep 
Score: -889477.750000 Penalty: 1438.139160
	Iteration 0F: 2 clusters Score -889477.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -884212.500000 Penalty: 2876.278320
	Iteration 0F: 3 clusters Score -884212.5 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -885761.437500 Penalty: 2876.278320
	Iteration 1F: 3 clusters Score -885761.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -885958.875000 Penalty: 2876.278320
	Iteration 2F: 3 clusters Score -885958.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -886092.875000 Penalty: 2876.278320
	Iteration 3Q: 3 clusters Score -886092.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -886211.937500 Penalty: 2876.278320
	Iteration 4Q: 3 clusters Score -886211.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -886318.312500 Penalty: 2876.278320
	Iteration 5Q: 3 clusters Score -886318.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -886441.125000 Penalty: 2876.278320
	Iteration 6Q: 3 clusters Score -886441.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -886563.250000 Penalty: 2876.278320
	Iteration 7Q: 3 clusters Score -886563.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -886694.625000 Penalty: 2876.278320
	Iteration 8Q: 3 clusters Score -886694.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -886875.437500 Penalty: 2876.278320
	Iteration 9Q: 3 clusters Score -886875.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -887085.375000 Penalty: 2876.278320
	Iteration 10Q: 3 clusters Score -887085.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -887324.187500 Penalty: 2876.278320
	Iteration 11Q: 3 clusters Score -887324.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -887539.187500 Penalty: 2876.278320
	Iteration 12Q: 3 clusters Score -887539.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -887728.312500 Penalty: 2876.278320
	Iteration 13Q: 3 clusters Score -887728.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -887857.375000 Penalty: 2876.278320
	Iteration 14Q: 3 clusters Score -887857.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -887980.625000 Penalty: 2876.278320
	Iteration 15Q: 3 clusters Score -887980.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -888064.250000 Penalty: 2876.278320
	Iteration 16Q: 3 clusters Score -888064.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -888114.687500 Penalty: 2876.278320
	Iteration 17Q: 3 clusters Score -888114.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -888137.562500 Penalty: 2876.278320
	Iteration 18Q: 3 clusters Score -888137.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -888152.625000 Penalty: 2876.278320
	Iteration 19Q: 3 clusters Score -888152.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -888173.562500 Penalty: 2876.278320
	Iteration 20F: 3 clusters Score -888173.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -888197.437500 Penalty: 2876.278320
	Iteration 21Q: 3 clusters Score -888197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -888205.875000 Penalty: 2876.278320
	Iteration 22Q: 3 clusters Score -888205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -888216.250000 Penalty: 2876.278320
	Iteration 23Q: 3 clusters Score -888216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -888220.125000 Penalty: 2876.278320
	Iteration 24Q: 3 clusters Score -888220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -888224.125000 Penalty: 2876.278320
	Iteration 25Q: 3 clusters Score -888224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -888224.125000 Penalty: 2876.278320
	Iteration 26F: 3 clusters Score -888224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -26311.878906 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -26311.88 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 131 members 
Entering Unmasked Estep 
Score: -25584.675781 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -25584.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25782.791016 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -25782.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25821.792969 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -25821.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25842.171875 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -25842.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25844.310547 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -25844.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25860.234375 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -25860.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25860.234375 Penalty: 1793.172119
	Iteration 6F: 3 clusters Score -25860.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (97667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Entering Unmasked Estep 
Score: -12514980.000000 Penalty: 1867.014282
	Iteration 0F: 2 clusters Score -1.251498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -12451343.000000 Penalty: 3734.028564
	Iteration 0F: 3 clusters Score -1.245134e+07 nChanged 46485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -12478002.000000 Penalty: 3734.028564
	Iteration 1F: 3 clusters Score -1.2478e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -12478634.000000 Penalty: 3734.028564
	Iteration 2Q: 3 clusters Score -1.247863e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -12479358.000000 Penalty: 3734.028564
	Iteration 3Q: 3 clusters Score -1.247936e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -12480196.000000 Penalty: 3734.028564
	Iteration 4Q: 3 clusters Score -1.24802e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -12481195.000000 Penalty: 3734.028564
	Iteration 5Q: 3 clusters Score -1.24812e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -12482531.000000 Penalty: 3734.028564
	Iteration 6Q: 3 clusters Score -1.248253e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -12484735.000000 Penalty: 3734.028564
	Iteration 7Q: 3 clusters Score -1.248474e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -12488174.000000 Penalty: 3734.028564
	Iteration 8F: 3 clusters Score -1.248817e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -12492750.000000 Penalty: 3734.028564
	Iteration 9F: 3 clusters Score -1.249275e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -12496900.000000 Penalty: 3734.028564
	Iteration 10F: 3 clusters Score -1.24969e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -12499327.000000 Penalty: 3734.028564
	Iteration 11F: 3 clusters Score -1.249933e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -12500147.000000 Penalty: 3734.028564
	Iteration 12Q: 3 clusters Score -1.250015e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -12500603.000000 Penalty: 3734.028564
	Iteration 13Q: 3 clusters Score -1.25006e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -12500821.000000 Penalty: 3734.028564
	Iteration 14Q: 3 clusters Score -1.250082e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -12501084.000000 Penalty: 3734.028564
	Iteration 15Q: 3 clusters Score -1.250108e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -12501344.000000 Penalty: 3734.028564
	Iteration 16Q: 3 clusters Score -1.250134e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -12501621.000000 Penalty: 3734.028564
	Iteration 17Q: 3 clusters Score -1.250162e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -12501856.000000 Penalty: 3734.028564
	Iteration 18Q: 3 clusters Score -1.250186e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -12502048.000000 Penalty: 3734.028564
	Iteration 19Q: 3 clusters Score -1.250205e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -12502348.000000 Penalty: 3734.028564
	Iteration 20F: 3 clusters Score -1.250235e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -12502649.000000 Penalty: 3734.028564
	Iteration 21Q: 3 clusters Score -1.250265e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -12502931.000000 Penalty: 3734.028564
	Iteration 22Q: 3 clusters Score -1.250293e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -12503296.000000 Penalty: 3734.028564
	Iteration 23Q: 3 clusters Score -1.25033e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -12503673.000000 Penalty: 3734.028564
	Iteration 24Q: 3 clusters Score -1.250367e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -12504119.000000 Penalty: 3734.028564
	Iteration 25Q: 3 clusters Score -1.250412e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -12504687.000000 Penalty: 3734.028564
	Iteration 26Q: 3 clusters Score -1.250469e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -12505315.000000 Penalty: 3734.028564
	Iteration 27Q: 3 clusters Score -1.250532e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -12505843.000000 Penalty: 3734.028564
	Iteration 28Q: 3 clusters Score -1.250584e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -12506486.000000 Penalty: 3734.028564
	Iteration 29Q: 3 clusters Score -1.250649e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -12507160.000000 Penalty: 3734.028564
	Iteration 30Q: 3 clusters Score -1.250716e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -12507948.000000 Penalty: 3734.028564
	Iteration 31Q: 3 clusters Score -1.250795e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -12508721.000000 Penalty: 3734.028564
	Iteration 32Q: 3 clusters Score -1.250872e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -12509482.000000 Penalty: 3734.028564
	Iteration 33Q: 3 clusters Score -1.250948e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -12510137.000000 Penalty: 3734.028564
	Iteration 34Q: 3 clusters Score -1.251014e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -12510649.000000 Penalty: 3734.028564
	Iteration 35Q: 3 clusters Score -1.251065e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92605 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -12511111.000000 Penalty: 3734.028564
	Iteration 36Q: 3 clusters Score -1.251111e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -12511542.000000 Penalty: 3734.028564
	Iteration 37Q: 3 clusters Score -1.251154e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -12511948.000000 Penalty: 3734.028564
	Iteration 38Q: 3 clusters Score -1.251195e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -12512221.000000 Penalty: 3734.028564
	Iteration 39Q: 3 clusters Score -1.251222e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -12512521.000000 Penalty: 3734.028564
	Iteration 40F: 3 clusters Score -1.251252e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -12512676.000000 Penalty: 3734.028564
	Iteration 41Q: 3 clusters Score -1.251268e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -12512812.000000 Penalty: 3734.028564
	Iteration 42Q: 3 clusters Score -1.251281e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96139 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -12512977.000000 Penalty: 3734.028564
	Iteration 43Q: 3 clusters Score -1.251298e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12513108.000000 Penalty: 3734.028564
	Iteration 44Q: 3 clusters Score -1.251311e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12513184.000000 Penalty: 3734.028564
	Iteration 45Q: 3 clusters Score -1.251318e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12513233.000000 Penalty: 3734.028564
	Iteration 46Q: 3 clusters Score -1.251323e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12513310.000000 Penalty: 3734.028564
	Iteration 47Q: 3 clusters Score -1.251331e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12513348.000000 Penalty: 3734.028564
	Iteration 48Q: 3 clusters Score -1.251335e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12513401.000000 Penalty: 3734.028564
	Iteration 49Q: 3 clusters Score -1.25134e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12513413.000000 Penalty: 3734.028564
	Iteration 50Q: 3 clusters Score -1.251341e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12513444.000000 Penalty: 3734.028564
	Iteration 51Q: 3 clusters Score -1.251344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12513453.000000 Penalty: 3734.028564
	Iteration 52Q: 3 clusters Score -1.251345e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97016 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12513460.000000 Penalty: 3734.028564
	Iteration 53Q: 3 clusters Score -1.251346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12513468.000000 Penalty: 3734.028564
	Iteration 54Q: 3 clusters Score -1.251347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12513483.000000 Penalty: 3734.028564
	Iteration 55Q: 3 clusters Score -1.251348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12513491.000000 Penalty: 3734.028564
	Iteration 56Q: 3 clusters Score -1.251349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12513503.000000 Penalty: 3734.028564
	Iteration 57Q: 3 clusters Score -1.25135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12513520.000000 Penalty: 3734.028564
	Iteration 58Q: 3 clusters Score -1.251352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12513524.000000 Penalty: 3734.028564
	Iteration 59Q: 3 clusters Score -1.251352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97073 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12513519.000000 Penalty: 3734.028564
	Iteration 60F: 3 clusters Score -1.251352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97082 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12513526.000000 Penalty: 3734.028564
	Iteration 61Q: 3 clusters Score -1.251353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97082 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12513529.000000 Penalty: 3734.028564
	Iteration 62Q: 3 clusters Score -1.251353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12513528.000000 Penalty: 3734.028564
	Iteration 63Q: 3 clusters Score -1.251353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97088 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12513536.000000 Penalty: 3734.028564
	Iteration 64Q: 3 clusters Score -1.251354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12513547.000000 Penalty: 3734.028564
	Iteration 65Q: 3 clusters Score -1.251355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97097 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -12513539.000000 Penalty: 3734.028564
	Iteration 66Q: 3 clusters Score -1.251354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12513545.000000 Penalty: 3734.028564
	Iteration 67Q: 3 clusters Score -1.251354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12513541.000000 Penalty: 3734.028564
	Iteration 68Q: 3 clusters Score -1.251354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12513545.000000 Penalty: 3734.028564
	Iteration 69Q: 3 clusters Score -1.251354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -12513539.000000 Penalty: 3734.028564
	Iteration 70Q: 3 clusters Score -1.251354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12513548.000000 Penalty: 3734.028564
	Iteration 71Q: 3 clusters Score -1.251355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12513557.000000 Penalty: 3734.028564
	Iteration 72Q: 3 clusters Score -1.251356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12513554.000000 Penalty: 3734.028564
	Iteration 73Q: 3 clusters Score -1.251355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12513554.000000 Penalty: 3734.028564
	Iteration 74F: 3 clusters Score -1.251355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -8715.384766 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -8715.385 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 123 members 
Entering Unmasked Estep 
Score: -8095.008301 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -8095.008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8301.933594 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -8301.934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8348.674805 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -8348.675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8399.674805 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -8399.675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8406.126953 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -8406.127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8412.863281 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -8412.863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8412.863281 Penalty: 1779.850586
	Iteration 6F: 3 clusters Score -8412.863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Entering Unmasked Estep 
Score: -4321050.000000 Penalty: 1692.124268
	Iteration 0F: 2 clusters Score -4321050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4298596.000000 Penalty: 3384.248535
	Iteration 0F: 3 clusters Score -4298596 nChanged 15357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4307174.000000 Penalty: 3384.248535
	Iteration 1F: 3 clusters Score -4307174 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4307565.500000 Penalty: 3384.248535
	Iteration 2Q: 3 clusters Score -4307566 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4307911.500000 Penalty: 3384.248535
	Iteration 3Q: 3 clusters Score -4307912 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4308183.500000 Penalty: 3384.248535
	Iteration 4Q: 3 clusters Score -4308184 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4308474.000000 Penalty: 3384.248535
	Iteration 5Q: 3 clusters Score -4308474 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4308758.500000 Penalty: 3384.248535
	Iteration 6Q: 3 clusters Score -4308758 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4309005.500000 Penalty: 3384.248535
	Iteration 7Q: 3 clusters Score -4309006 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4309259.000000 Penalty: 3384.248535
	Iteration 8Q: 3 clusters Score -4309259 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4309515.000000 Penalty: 3384.248535
	Iteration 9Q: 3 clusters Score -4309515 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4309747.000000 Penalty: 3384.248535
	Iteration 10Q: 3 clusters Score -4309747 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4309991.000000 Penalty: 3384.248535
	Iteration 11Q: 3 clusters Score -4309991 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4310228.500000 Penalty: 3384.248535
	Iteration 12Q: 3 clusters Score -4310228 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -4310521.000000 Penalty: 3384.248535
	Iteration 13Q: 3 clusters Score -4310521 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4310836.500000 Penalty: 3384.248535
	Iteration 14Q: 3 clusters Score -4310836 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -4311282.500000 Penalty: 3384.248535
	Iteration 15Q: 3 clusters Score -4311282 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -4311946.000000 Penalty: 3384.248535
	Iteration 16Q: 3 clusters Score -4311946 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -4312931.500000 Penalty: 3384.248535
	Iteration 17Q: 3 clusters Score -4312932 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4314192.000000 Penalty: 3384.248535
	Iteration 18F: 3 clusters Score -4314192 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -4315558.000000 Penalty: 3384.248535
	Iteration 19F: 3 clusters Score -4315558 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -4316908.000000 Penalty: 3384.248535
	Iteration 20F: 3 clusters Score -4316908 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4317980.000000 Penalty: 3384.248535
	Iteration 21Q: 3 clusters Score -4317980 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -4318620.000000 Penalty: 3384.248535
	Iteration 22Q: 3 clusters Score -4318620 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -4318993.500000 Penalty: 3384.248535
	Iteration 23Q: 3 clusters Score -4318994 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4319163.500000 Penalty: 3384.248535
	Iteration 24Q: 3 clusters Score -4319164 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4319262.000000 Penalty: 3384.248535
	Iteration 25Q: 3 clusters Score -4319262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4319333.500000 Penalty: 3384.248535
	Iteration 26Q: 3 clusters Score -4319334 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4319378.000000 Penalty: 3384.248535
	Iteration 27Q: 3 clusters Score -4319378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -4319415.000000 Penalty: 3384.248535
	Iteration 28Q: 3 clusters Score -4319415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4319429.000000 Penalty: 3384.248535
	Iteration 29Q: 3 clusters Score -4319429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -4319439.000000 Penalty: 3384.248535
	Iteration 30Q: 3 clusters Score -4319439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -4319457.000000 Penalty: 3384.248535
	Iteration 31Q: 3 clusters Score -4319457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4319478.000000 Penalty: 3384.248535
	Iteration 32Q: 3 clusters Score -4319478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4319485.000000 Penalty: 3384.248535
	Iteration 33Q: 3 clusters Score -4319485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4319511.000000 Penalty: 3384.248535
	Iteration 34Q: 3 clusters Score -4319511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4319527.000000 Penalty: 3384.248535
	Iteration 35Q: 3 clusters Score -4319527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4319538.000000 Penalty: 3384.248535
	Iteration 36Q: 3 clusters Score -4319538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4319545.000000 Penalty: 3384.248535
	Iteration 37Q: 3 clusters Score -4319545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4319549.000000 Penalty: 3384.248535
	Iteration 38Q: 3 clusters Score -4319549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4319558.000000 Penalty: 3384.248535
	Iteration 39Q: 3 clusters Score -4319558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4319570.500000 Penalty: 3384.248535
	Iteration 40F: 3 clusters Score -4319570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4319575.500000 Penalty: 3384.248535
	Iteration 41Q: 3 clusters Score -4319576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4319584.500000 Penalty: 3384.248535
	Iteration 42Q: 3 clusters Score -4319584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4319584.500000 Penalty: 3384.248535
	Iteration 43Q: 3 clusters Score -4319584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4319585.000000 Penalty: 3384.248535
	Iteration 44Q: 3 clusters Score -4319585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4319594.000000 Penalty: 3384.248535
	Iteration 45Q: 3 clusters Score -4319594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4319591.500000 Penalty: 3384.248535
	Iteration 46Q: 3 clusters Score -4319592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4319591.500000 Penalty: 3384.248535
	Iteration 47F: 3 clusters Score -4319592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Entering Unmasked Estep 
Score: -1288916.500000 Penalty: 1498.329346
	Iteration 0F: 2 clusters Score -1288916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1281603.375000 Penalty: 2996.658691
	Iteration 0F: 3 clusters Score -1281603 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1283933.875000 Penalty: 2996.658691
	Iteration 1F: 3 clusters Score -1283934 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1284169.125000 Penalty: 2996.658691
	Iteration 2F: 3 clusters Score -1284169 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1284337.500000 Penalty: 2996.658691
	Iteration 3Q: 3 clusters Score -1284338 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1284456.000000 Penalty: 2996.658691
	Iteration 4Q: 3 clusters Score -1284456 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1284541.250000 Penalty: 2996.658691
	Iteration 5Q: 3 clusters Score -1284541 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1284627.625000 Penalty: 2996.658691
	Iteration 6Q: 3 clusters Score -1284628 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1284690.500000 Penalty: 2996.658691
	Iteration 7Q: 3 clusters Score -1284690 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1284751.125000 Penalty: 2996.658691
	Iteration 8Q: 3 clusters Score -1284751 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1284795.625000 Penalty: 2996.658691
	Iteration 9Q: 3 clusters Score -1284796 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1284844.375000 Penalty: 2996.658691
	Iteration 10Q: 3 clusters Score -1284844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1284882.750000 Penalty: 2996.658691
	Iteration 11Q: 3 clusters Score -1284883 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1284913.000000 Penalty: 2996.658691
	Iteration 12Q: 3 clusters Score -1284913 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1284945.000000 Penalty: 2996.658691
	Iteration 13Q: 3 clusters Score -1284945 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1284972.625000 Penalty: 2996.658691
	Iteration 14Q: 3 clusters Score -1284973 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1285006.000000 Penalty: 2996.658691
	Iteration 15Q: 3 clusters Score -1285006 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1285048.625000 Penalty: 2996.658691
	Iteration 16Q: 3 clusters Score -1285049 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1285089.625000 Penalty: 2996.658691
	Iteration 17Q: 3 clusters Score -1285090 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1285146.750000 Penalty: 2996.658691
	Iteration 18Q: 3 clusters Score -1285147 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1285211.875000 Penalty: 2996.658691
	Iteration 19Q: 3 clusters Score -1285212 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1285288.750000 Penalty: 2996.658691
	Iteration 20F: 3 clusters Score -1285289 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1285388.625000 Penalty: 2996.658691
	Iteration 21Q: 3 clusters Score -1285389 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1285513.750000 Penalty: 2996.658691
	Iteration 22Q: 3 clusters Score -1285514 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1285658.125000 Penalty: 2996.658691
	Iteration 23Q: 3 clusters Score -1285658 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1285846.750000 Penalty: 2996.658691
	Iteration 24Q: 3 clusters Score -1285847 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1286052.625000 Penalty: 2996.658691
	Iteration 25Q: 3 clusters Score -1286053 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1286269.750000 Penalty: 2996.658691
	Iteration 26Q: 3 clusters Score -1286270 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1286517.125000 Penalty: 2996.658691
	Iteration 27Q: 3 clusters Score -1286517 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1286729.000000 Penalty: 2996.658691
	Iteration 28Q: 3 clusters Score -1286729 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1286882.000000 Penalty: 2996.658691
	Iteration 29Q: 3 clusters Score -1286882 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1287008.250000 Penalty: 2996.658691
	Iteration 30Q: 3 clusters Score -1287008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1287117.875000 Penalty: 2996.658691
	Iteration 31Q: 3 clusters Score -1287118 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1287218.500000 Penalty: 2996.658691
	Iteration 32Q: 3 clusters Score -1287218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1287316.250000 Penalty: 2996.658691
	Iteration 33Q: 3 clusters Score -1287316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1287390.125000 Penalty: 2996.658691
	Iteration 34Q: 3 clusters Score -1287390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1287449.625000 Penalty: 2996.658691
	Iteration 35Q: 3 clusters Score -1287450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1287485.625000 Penalty: 2996.658691
	Iteration 36Q: 3 clusters Score -1287486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1287514.625000 Penalty: 2996.658691
	Iteration 37Q: 3 clusters Score -1287515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1287532.375000 Penalty: 2996.658691
	Iteration 38Q: 3 clusters Score -1287532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1287549.500000 Penalty: 2996.658691
	Iteration 39Q: 3 clusters Score -1287550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1287568.125000 Penalty: 2996.658691
	Iteration 40F: 3 clusters Score -1287568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1287583.375000 Penalty: 2996.658691
	Iteration 41Q: 3 clusters Score -1287583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1287597.375000 Penalty: 2996.658691
	Iteration 42Q: 3 clusters Score -1287597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1287601.000000 Penalty: 2996.658691
	Iteration 43Q: 3 clusters Score -1287601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1287610.125000 Penalty: 2996.658691
	Iteration 44Q: 3 clusters Score -1287610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1287621.750000 Penalty: 2996.658691
	Iteration 45Q: 3 clusters Score -1287622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1287630.500000 Penalty: 2996.658691
	Iteration 46Q: 3 clusters Score -1287630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1287631.000000 Penalty: 2996.658691
	Iteration 47Q: 3 clusters Score -1287631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1287632.750000 Penalty: 2996.658691
	Iteration 48Q: 3 clusters Score -1287633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1287636.375000 Penalty: 2996.658691
	Iteration 49Q: 3 clusters Score -1287636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1287638.750000 Penalty: 2996.658691
	Iteration 50Q: 3 clusters Score -1287639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1287641.500000 Penalty: 2996.658691
	Iteration 51Q: 3 clusters Score -1287642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1287640.250000 Penalty: 2996.658691
	Iteration 52Q: 3 clusters Score -1287640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1287644.125000 Penalty: 2996.658691
	Iteration 53Q: 3 clusters Score -1287644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1287644.625000 Penalty: 2996.658691
	Iteration 54Q: 3 clusters Score -1287645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1287645.000000 Penalty: 2996.658691
	Iteration 55Q: 3 clusters Score -1287645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1287647.750000 Penalty: 2996.658691
	Iteration 56Q: 3 clusters Score -1287648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1287647.750000 Penalty: 2996.658691
	Iteration 57F: 3 clusters Score -1287648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Entering Unmasked Estep 
Score: -901263.875000 Penalty: 1444.758789
	Iteration 0F: 2 clusters Score -901263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -895882.437500 Penalty: 2889.517578
	Iteration 0F: 3 clusters Score -895882.4 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -897499.937500 Penalty: 2889.517578
	Iteration 1F: 3 clusters Score -897499.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -897779.687500 Penalty: 2889.517578
	Iteration 2F: 3 clusters Score -897779.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -898114.687500 Penalty: 2889.517578
	Iteration 3F: 3 clusters Score -898114.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -898405.125000 Penalty: 2889.517578
	Iteration 4F: 3 clusters Score -898405.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -898626.187500 Penalty: 2889.517578
	Iteration 5F: 3 clusters Score -898626.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -898822.625000 Penalty: 2889.517578
	Iteration 6F: 3 clusters Score -898822.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -898978.500000 Penalty: 2889.517578
	Iteration 7Q: 3 clusters Score -898978.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -899150.250000 Penalty: 2889.517578
	Iteration 8Q: 3 clusters Score -899150.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -899311.250000 Penalty: 2889.517578
	Iteration 9Q: 3 clusters Score -899311.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -899497.062500 Penalty: 2889.517578
	Iteration 10Q: 3 clusters Score -899497.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -899677.687500 Penalty: 2889.517578
	Iteration 11Q: 3 clusters Score -899677.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -899840.125000 Penalty: 2889.517578
	Iteration 12Q: 3 clusters Score -899840.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -899973.687500 Penalty: 2889.517578
	Iteration 13Q: 3 clusters Score -899973.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -900080.437500 Penalty: 2889.517578
	Iteration 14Q: 3 clusters Score -900080.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -900198.000000 Penalty: 2889.517578
	Iteration 15Q: 3 clusters Score -900198 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -900320.375000 Penalty: 2889.517578
	Iteration 16Q: 3 clusters Score -900320.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -900406.125000 Penalty: 2889.517578
	Iteration 17Q: 3 clusters Score -900406.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -900477.187500 Penalty: 2889.517578
	Iteration 18Q: 3 clusters Score -900477.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -900539.750000 Penalty: 2889.517578
	Iteration 19Q: 3 clusters Score -900539.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -900573.625000 Penalty: 2889.517578
	Iteration 20F: 3 clusters Score -900573.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -900596.250000 Penalty: 2889.517578
	Iteration 21Q: 3 clusters Score -900596.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -900609.500000 Penalty: 2889.517578
	Iteration 22Q: 3 clusters Score -900609.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -900623.000000 Penalty: 2889.517578
	Iteration 23Q: 3 clusters Score -900623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -900623.687500 Penalty: 2889.517578
	Iteration 24Q: 3 clusters Score -900623.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -900629.937500 Penalty: 2889.517578
	Iteration 25Q: 3 clusters Score -900629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -900634.562500 Penalty: 2889.517578
	Iteration 26Q: 3 clusters Score -900634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -900637.125000 Penalty: 2889.517578
	Iteration 27Q: 3 clusters Score -900637.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -900635.375000 Penalty: 2889.517578
	Iteration 28Q: 3 clusters Score -900635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -900635.375000 Penalty: 2889.517578
	Iteration 29F: 3 clusters Score -900635.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Entering Unmasked Estep 
Score: -12457609.000000 Penalty: 1865.997803
	Iteration 0F: 2 clusters Score -1.245761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -12395583.000000 Penalty: 3731.995605
	Iteration 0F: 3 clusters Score -1.239558e+07 nChanged 46205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -12422790.000000 Penalty: 3731.995605
	Iteration 1F: 3 clusters Score -1.242279e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -12424150.000000 Penalty: 3731.995605
	Iteration 2Q: 3 clusters Score -1.242415e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -12426187.000000 Penalty: 3731.995605
	Iteration 3Q: 3 clusters Score -1.242619e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -12429331.000000 Penalty: 3731.995605
	Iteration 4F: 3 clusters Score -1.242933e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -12434157.000000 Penalty: 3731.995605
	Iteration 5F: 3 clusters Score -1.243416e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -12439952.000000 Penalty: 3731.995605
	Iteration 6F: 3 clusters Score -1.243995e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -12445424.000000 Penalty: 3731.995605
	Iteration 7F: 3 clusters Score -1.244542e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -12449153.000000 Penalty: 3731.995605
	Iteration 8Q: 3 clusters Score -1.244915e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 85882 members 
Entering Unmasked Estep 
Score: -12451232.000000 Penalty: 3731.995605
	Iteration 9Q: 3 clusters Score -1.245123e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -12452504.000000 Penalty: 3731.995605
	Iteration 10Q: 3 clusters Score -1.24525e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -12453263.000000 Penalty: 3731.995605
	Iteration 11Q: 3 clusters Score -1.245326e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 89322 members 
Entering Unmasked Estep 
Score: -12453767.000000 Penalty: 3731.995605
	Iteration 12Q: 3 clusters Score -1.245377e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -12454082.000000 Penalty: 3731.995605
	Iteration 13Q: 3 clusters Score -1.245408e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -12454333.000000 Penalty: 3731.995605
	Iteration 14Q: 3 clusters Score -1.245433e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -12454543.000000 Penalty: 3731.995605
	Iteration 15Q: 3 clusters Score -1.245454e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -12454721.000000 Penalty: 3731.995605
	Iteration 16Q: 3 clusters Score -1.245472e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -12454905.000000 Penalty: 3731.995605
	Iteration 17Q: 3 clusters Score -1.24549e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -12455008.000000 Penalty: 3731.995605
	Iteration 18Q: 3 clusters Score -1.245501e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 92546 members 
Entering Unmasked Estep 
Score: -12455091.000000 Penalty: 3731.995605
	Iteration 19Q: 3 clusters Score -1.245509e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 92831 members 
Entering Unmasked Estep 
Score: -12455169.000000 Penalty: 3731.995605
	Iteration 20F: 3 clusters Score -1.245517e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -12455284.000000 Penalty: 3731.995605
	Iteration 21Q: 3 clusters Score -1.245528e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -12455329.000000 Penalty: 3731.995605
	Iteration 22Q: 3 clusters Score -1.245533e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -12455412.000000 Penalty: 3731.995605
	Iteration 23Q: 3 clusters Score -1.245541e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -12455454.000000 Penalty: 3731.995605
	Iteration 24Q: 3 clusters Score -1.245545e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -12455501.000000 Penalty: 3731.995605
	Iteration 25Q: 3 clusters Score -1.24555e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -12455553.000000 Penalty: 3731.995605
	Iteration 26Q: 3 clusters Score -1.245555e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -12455617.000000 Penalty: 3731.995605
	Iteration 27Q: 3 clusters Score -1.245562e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -12455675.000000 Penalty: 3731.995605
	Iteration 28Q: 3 clusters Score -1.245568e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 94228 members 
Entering Unmasked Estep 
Score: -12455710.000000 Penalty: 3731.995605
	Iteration 29Q: 3 clusters Score -1.245571e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 94315 members 
Entering Unmasked Estep 
Score: -12455711.000000 Penalty: 3731.995605
	Iteration 30Q: 3 clusters Score -1.245571e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 94410 members 
Entering Unmasked Estep 
Score: -12455715.000000 Penalty: 3731.995605
	Iteration 31Q: 3 clusters Score -1.245572e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 94488 members 
Entering Unmasked Estep 
Score: -12455721.000000 Penalty: 3731.995605
	Iteration 32Q: 3 clusters Score -1.245572e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 94561 members 
Entering Unmasked Estep 
Score: -12455738.000000 Penalty: 3731.995605
	Iteration 33Q: 3 clusters Score -1.245574e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 94642 members 
Entering Unmasked Estep 
Score: -12455797.000000 Penalty: 3731.995605
	Iteration 34Q: 3 clusters Score -1.24558e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -12455820.000000 Penalty: 3731.995605
	Iteration 35Q: 3 clusters Score -1.245582e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
Score: -12455880.000000 Penalty: 3731.995605
	Iteration 36Q: 3 clusters Score -1.245588e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -12455891.000000 Penalty: 3731.995605
	Iteration 37Q: 3 clusters Score -1.245589e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -12455894.000000 Penalty: 3731.995605
	Iteration 38Q: 3 clusters Score -1.245589e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 94978 members 
Entering Unmasked Estep 
Score: -12455909.000000 Penalty: 3731.995605
	Iteration 39Q: 3 clusters Score -1.245591e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -12455921.000000 Penalty: 3731.995605
	Iteration 40F: 3 clusters Score -1.245592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -12455960.000000 Penalty: 3731.995605
	Iteration 41Q: 3 clusters Score -1.245596e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -12455973.000000 Penalty: 3731.995605
	Iteration 42Q: 3 clusters Score -1.245597e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -12455977.000000 Penalty: 3731.995605
	Iteration 43Q: 3 clusters Score -1.245598e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -12455990.000000 Penalty: 3731.995605
	Iteration 44Q: 3 clusters Score -1.245599e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -12455997.000000 Penalty: 3731.995605
	Iteration 45Q: 3 clusters Score -1.2456e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 95272 members 
Entering Unmasked Estep 
Score: -12456008.000000 Penalty: 3731.995605
	Iteration 46Q: 3 clusters Score -1.245601e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -12455997.000000 Penalty: 3731.995605
	Iteration 47Q: 3 clusters Score -1.2456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -12456005.000000 Penalty: 3731.995605
	Iteration 48Q: 3 clusters Score -1.2456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -12456008.000000 Penalty: 3731.995605
	Iteration 49Q: 3 clusters Score -1.245601e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -12456036.000000 Penalty: 3731.995605
	Iteration 50Q: 3 clusters Score -1.245604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -12456046.000000 Penalty: 3731.995605
	Iteration 51Q: 3 clusters Score -1.245605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -12456054.000000 Penalty: 3731.995605
	Iteration 52Q: 3 clusters Score -1.245605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -12456044.000000 Penalty: 3731.995605
	Iteration 53Q: 3 clusters Score -1.245604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -12456052.000000 Penalty: 3731.995605
	Iteration 54Q: 3 clusters Score -1.245605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -12456046.000000 Penalty: 3731.995605
	Iteration 55Q: 3 clusters Score -1.245605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -12456041.000000 Penalty: 3731.995605
	Iteration 56Q: 3 clusters Score -1.245604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -12456050.000000 Penalty: 3731.995605
	Iteration 57Q: 3 clusters Score -1.245605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -12456048.000000 Penalty: 3731.995605
	Iteration 58Q: 3 clusters Score -1.245605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -12456053.000000 Penalty: 3731.995605
	Iteration 59Q: 3 clusters Score -1.245605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -12456055.000000 Penalty: 3731.995605
	Iteration 60F: 3 clusters Score -1.245606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -12456063.000000 Penalty: 3731.995605
	Iteration 61Q: 3 clusters Score -1.245606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -12456074.000000 Penalty: 3731.995605
	Iteration 62Q: 3 clusters Score -1.245607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -12456081.000000 Penalty: 3731.995605
	Iteration 63Q: 3 clusters Score -1.245608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -12456075.000000 Penalty: 3731.995605
	Iteration 64Q: 3 clusters Score -1.245608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -12456069.000000 Penalty: 3731.995605
	Iteration 65Q: 3 clusters Score -1.245607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -12456072.000000 Penalty: 3731.995605
	Iteration 66Q: 3 clusters Score -1.245607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 95543 members 
Entering Unmasked Estep 
Score: -12456071.000000 Penalty: 3731.995605
	Iteration 67Q: 3 clusters Score -1.245607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -12456062.000000 Penalty: 3731.995605
	Iteration 68Q: 3 clusters Score -1.245606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -12456068.000000 Penalty: 3731.995605
	Iteration 69Q: 3 clusters Score -1.245607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -12456075.000000 Penalty: 3731.995605
	Iteration 70Q: 3 clusters Score -1.245608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 95551 members 
Entering Unmasked Estep 
Score: -12456078.000000 Penalty: 3731.995605
	Iteration 71Q: 3 clusters Score -1.245608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -12456080.000000 Penalty: 3731.995605
	Iteration 72Q: 3 clusters Score -1.245608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -12456076.000000 Penalty: 3731.995605
	Iteration 73Q: 3 clusters Score -1.245608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -12456084.000000 Penalty: 3731.995605
	Iteration 74Q: 3 clusters Score -1.245608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -12456084.000000 Penalty: 3731.995605
	Iteration 75F: 3 clusters Score -1.245608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (99900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Entering Unmasked Estep 
Score: -12840169.000000 Penalty: 1870.687744
	Iteration 0F: 2 clusters Score -1.284017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -12775732.000000 Penalty: 3741.375488
	Iteration 0F: 3 clusters Score -1.277573e+07 nChanged 47886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -12803335.000000 Penalty: 3741.375488
	Iteration 1F: 3 clusters Score -1.280334e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -12804054.000000 Penalty: 3741.375488
	Iteration 2Q: 3 clusters Score -1.280405e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -12804904.000000 Penalty: 3741.375488
	Iteration 3Q: 3 clusters Score -1.28049e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -12806016.000000 Penalty: 3741.375488
	Iteration 4Q: 3 clusters Score -1.280602e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -12807497.000000 Penalty: 3741.375488
	Iteration 5Q: 3 clusters Score -1.28075e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -12809548.000000 Penalty: 3741.375488
	Iteration 6F: 3 clusters Score -1.280955e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -12812519.000000 Penalty: 3741.375488
	Iteration 7F: 3 clusters Score -1.281252e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -12815988.000000 Penalty: 3741.375488
	Iteration 8F: 3 clusters Score -1.281599e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -12820664.000000 Penalty: 3741.375488
	Iteration 9F: 3 clusters Score -1.282066e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -12825913.000000 Penalty: 3741.375488
	Iteration 10F: 3 clusters Score -1.282591e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -12830915.000000 Penalty: 3741.375488
	Iteration 11F: 3 clusters Score -1.283092e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -12834784.000000 Penalty: 3741.375488
	Iteration 12Q: 3 clusters Score -1.283478e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -12837010.000000 Penalty: 3741.375488
	Iteration 13Q: 3 clusters Score -1.283701e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -12837976.000000 Penalty: 3741.375488
	Iteration 14Q: 3 clusters Score -1.283798e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 99521 members 
Entering Unmasked Estep 
Score: -12838324.000000 Penalty: 3741.375488
	Iteration 15Q: 3 clusters Score -1.283832e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -12838456.000000 Penalty: 3741.375488
	Iteration 16Q: 3 clusters Score -1.283846e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -12838509.000000 Penalty: 3741.375488
	Iteration 17Q: 3 clusters Score -1.283851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -12838522.000000 Penalty: 3741.375488
	Iteration 18Q: 3 clusters Score -1.283852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -12838548.000000 Penalty: 3741.375488
	Iteration 19Q: 3 clusters Score -1.283855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -12838550.000000 Penalty: 3741.375488
	Iteration 20F: 3 clusters Score -1.283855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -12838543.000000 Penalty: 3741.375488
	Iteration 21Q: 3 clusters Score -1.283854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -12838545.000000 Penalty: 3741.375488
	Iteration 22Q: 3 clusters Score -1.283854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -12838554.000000 Penalty: 3741.375488
	Iteration 23Q: 3 clusters Score -1.283855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 99713 members 
Entering Unmasked Estep 
Score: -12838548.000000 Penalty: 3741.375488
	Iteration 24Q: 3 clusters Score -1.283855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -12838554.000000 Penalty: 3741.375488
	Iteration 25Q: 3 clusters Score -1.283855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -12838551.000000 Penalty: 3741.375488
	Iteration 26Q: 3 clusters Score -1.283855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -12838563.000000 Penalty: 3741.375488
	Iteration 27Q: 3 clusters Score -1.283856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -12838563.000000 Penalty: 3741.375488
	Iteration 28F: 3 clusters Score -1.283856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30122.404297 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30122.4 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 146 members 
Entering Unmasked Estep 
Score: -29306.367188 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29306.37 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29542.660156 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29542.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29726.376953 Penalty: 1835.916626
	Iteration 2F: 3 clusters Score -29726.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -29801.353516 Penalty: 1835.916626
	Iteration 3F: 3 clusters Score -29801.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29845.699219 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29868.927734 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29868.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29884.751953 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -29884.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29896.058594 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -29896.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29902.199219 Penalty: 1835.916626
	Iteration 8Q: 3 clusters Score -29902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29910.453125 Penalty: 1835.916626
	Iteration 9Q: 3 clusters Score -29910.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29919.056641 Penalty: 1835.916626
	Iteration 10Q: 3 clusters Score -29919.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29935.291016 Penalty: 1835.916626
	Iteration 11Q: 3 clusters Score -29935.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29940.117188 Penalty: 1835.916626
	Iteration 12Q: 3 clusters Score -29940.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29945.312500 Penalty: 1835.916626
	Iteration 13Q: 3 clusters Score -29945.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29945.312500 Penalty: 1835.916626
	Iteration 14F: 3 clusters Score -29945.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -18816.548828 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -18816.55 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 149 members 
Entering Unmasked Estep 
Score: -18145.191406 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -18145.19 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18472.919922 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -18472.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18539.400391 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -18539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18564.998047 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -18565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18573.785156 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -18573.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18573.785156 Penalty: 1840.462158
	Iteration 5F: 3 clusters Score -18573.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -31579.572266 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -31579.57 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 179 members 
Entering Unmasked Estep 
Score: -30751.193359 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -30751.19 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30920.150391 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -30920.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30974.792969 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -30974.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31000.000000 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -31000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31010.601562 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -31010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31013.816406 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -31013.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31016.250000 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -31016.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31027.960938 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -31027.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31030.423828 Penalty: 1889.592529
	Iteration 8Q: 3 clusters Score -31030.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31032.728516 Penalty: 1889.592529
	Iteration 9Q: 3 clusters Score -31032.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31032.728516 Penalty: 1889.592529
	Iteration 10F: 3 clusters Score -31032.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -524804.062500 Penalty: 1358.473633
	Iteration 0F: 2 clusters Score -524804.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -521301.031250 Penalty: 2716.947266
	Iteration 0F: 3 clusters Score -521301 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -522235.031250 Penalty: 2716.947266
	Iteration 1F: 3 clusters Score -522235 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -522378.062500 Penalty: 2716.947266
	Iteration 2F: 3 clusters Score -522378.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -522472.906250 Penalty: 2716.947266
	Iteration 3Q: 3 clusters Score -522472.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -522560.562500 Penalty: 2716.947266
	Iteration 4Q: 3 clusters Score -522560.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -522640.281250 Penalty: 2716.947266
	Iteration 5Q: 3 clusters Score -522640.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -522707.968750 Penalty: 2716.947266
	Iteration 6Q: 3 clusters Score -522708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -522773.718750 Penalty: 2716.947266
	Iteration 7Q: 3 clusters Score -522773.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -522846.656250 Penalty: 2716.947266
	Iteration 8Q: 3 clusters Score -522846.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -522904.343750 Penalty: 2716.947266
	Iteration 9Q: 3 clusters Score -522904.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -522966.968750 Penalty: 2716.947266
	Iteration 10Q: 3 clusters Score -522967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -523032.843750 Penalty: 2716.947266
	Iteration 11Q: 3 clusters Score -523032.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -523101.156250 Penalty: 2716.947266
	Iteration 12Q: 3 clusters Score -523101.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -523163.375000 Penalty: 2716.947266
	Iteration 13Q: 3 clusters Score -523163.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -523219.343750 Penalty: 2716.947266
	Iteration 14Q: 3 clusters Score -523219.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -523269.781250 Penalty: 2716.947266
	Iteration 15Q: 3 clusters Score -523269.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -523305.750000 Penalty: 2716.947266
	Iteration 16Q: 3 clusters Score -523305.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -523334.875000 Penalty: 2716.947266
	Iteration 17Q: 3 clusters Score -523334.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -523369.218750 Penalty: 2716.947266
	Iteration 18Q: 3 clusters Score -523369.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -523405.281250 Penalty: 2716.947266
	Iteration 19Q: 3 clusters Score -523405.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -523456.531250 Penalty: 2716.947266
	Iteration 20F: 3 clusters Score -523456.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -523493.593750 Penalty: 2716.947266
	Iteration 21Q: 3 clusters Score -523493.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -523517.437500 Penalty: 2716.947266
	Iteration 22Q: 3 clusters Score -523517.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -523535.875000 Penalty: 2716.947266
	Iteration 23Q: 3 clusters Score -523535.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -523548.218750 Penalty: 2716.947266
	Iteration 24Q: 3 clusters Score -523548.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -523560.468750 Penalty: 2716.947266
	Iteration 25Q: 3 clusters Score -523560.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -523574.250000 Penalty: 2716.947266
	Iteration 26Q: 3 clusters Score -523574.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -523581.781250 Penalty: 2716.947266
	Iteration 27Q: 3 clusters Score -523581.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -523590.687500 Penalty: 2716.947266
	Iteration 28Q: 3 clusters Score -523590.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -523603.625000 Penalty: 2716.947266
	Iteration 29Q: 3 clusters Score -523603.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -523612.750000 Penalty: 2716.947266
	Iteration 30Q: 3 clusters Score -523612.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -523618.812500 Penalty: 2716.947266
	Iteration 31Q: 3 clusters Score -523618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -523623.531250 Penalty: 2716.947266
	Iteration 32Q: 3 clusters Score -523623.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -523627.593750 Penalty: 2716.947266
	Iteration 33Q: 3 clusters Score -523627.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -523634.437500 Penalty: 2716.947266
	Iteration 34Q: 3 clusters Score -523634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -523639.875000 Penalty: 2716.947266
	Iteration 35Q: 3 clusters Score -523639.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -523644.593750 Penalty: 2716.947266
	Iteration 36Q: 3 clusters Score -523644.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -523649.500000 Penalty: 2716.947266
	Iteration 37Q: 3 clusters Score -523649.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -523663.625000 Penalty: 2716.947266
	Iteration 38Q: 3 clusters Score -523663.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -523676.562500 Penalty: 2716.947266
	Iteration 39Q: 3 clusters Score -523676.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -523690.218750 Penalty: 2716.947266
	Iteration 40F: 3 clusters Score -523690.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -523697.937500 Penalty: 2716.947266
	Iteration 41Q: 3 clusters Score -523697.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -523708.156250 Penalty: 2716.947266
	Iteration 42Q: 3 clusters Score -523708.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -523719.562500 Penalty: 2716.947266
	Iteration 43Q: 3 clusters Score -523719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -523722.656250 Penalty: 2716.947266
	Iteration 44Q: 3 clusters Score -523722.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -523730.562500 Penalty: 2716.947266
	Iteration 45Q: 3 clusters Score -523730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -523736.312500 Penalty: 2716.947266
	Iteration 46Q: 3 clusters Score -523736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -523736.343750 Penalty: 2716.947266
	Iteration 47Q: 3 clusters Score -523736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -523737.375000 Penalty: 2716.947266
	Iteration 48Q: 3 clusters Score -523737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -523737.687500 Penalty: 2716.947266
	Iteration 49Q: 3 clusters Score -523737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -523742.468750 Penalty: 2716.947266
	Iteration 50Q: 3 clusters Score -523742.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -523746.312500 Penalty: 2716.947266
	Iteration 51Q: 3 clusters Score -523746.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -523750.312500 Penalty: 2716.947266
	Iteration 52Q: 3 clusters Score -523750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -523751.812500 Penalty: 2716.947266
	Iteration 53Q: 3 clusters Score -523751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -523753.718750 Penalty: 2716.947266
	Iteration 54Q: 3 clusters Score -523753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -523754.500000 Penalty: 2716.947266
	Iteration 55Q: 3 clusters Score -523754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -523754.500000 Penalty: 2716.947266
	Iteration 56F: 3 clusters Score -523754.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Entering Unmasked Estep 
Score: -2081699.125000 Penalty: 1573.552856
	Iteration 0F: 2 clusters Score -2081699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2070560.500000 Penalty: 3147.105713
	Iteration 0F: 3 clusters Score -2070560 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2074485.750000 Penalty: 3147.105713
	Iteration 1F: 3 clusters Score -2074486 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2074842.750000 Penalty: 3147.105713
	Iteration 2F: 3 clusters Score -2074843 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2075237.250000 Penalty: 3147.105713
	Iteration 3F: 3 clusters Score -2075237 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2075617.125000 Penalty: 3147.105713
	Iteration 4F: 3 clusters Score -2075617 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2076030.625000 Penalty: 3147.105713
	Iteration 5F: 3 clusters Score -2076031 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2076487.750000 Penalty: 3147.105713
	Iteration 6F: 3 clusters Score -2076488 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2077089.250000 Penalty: 3147.105713
	Iteration 7F: 3 clusters Score -2077089 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2077758.625000 Penalty: 3147.105713
	Iteration 8F: 3 clusters Score -2077759 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2078424.500000 Penalty: 3147.105713
	Iteration 9F: 3 clusters Score -2078424 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2078878.125000 Penalty: 3147.105713
	Iteration 10Q: 3 clusters Score -2078878 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2079106.000000 Penalty: 3147.105713
	Iteration 11Q: 3 clusters Score -2079106 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2079218.625000 Penalty: 3147.105713
	Iteration 12Q: 3 clusters Score -2079219 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2079317.500000 Penalty: 3147.105713
	Iteration 13Q: 3 clusters Score -2079318 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2079387.125000 Penalty: 3147.105713
	Iteration 14Q: 3 clusters Score -2079387 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2079445.000000 Penalty: 3147.105713
	Iteration 15Q: 3 clusters Score -2079445 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2079492.500000 Penalty: 3147.105713
	Iteration 16Q: 3 clusters Score -2079492 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2079538.750000 Penalty: 3147.105713
	Iteration 17Q: 3 clusters Score -2079539 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2079568.250000 Penalty: 3147.105713
	Iteration 18Q: 3 clusters Score -2079568 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2079606.500000 Penalty: 3147.105713
	Iteration 19Q: 3 clusters Score -2079606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2079647.625000 Penalty: 3147.105713
	Iteration 20F: 3 clusters Score -2079648 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2079674.250000 Penalty: 3147.105713
	Iteration 21Q: 3 clusters Score -2079674 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2079700.875000 Penalty: 3147.105713
	Iteration 22Q: 3 clusters Score -2079701 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2079716.875000 Penalty: 3147.105713
	Iteration 23Q: 3 clusters Score -2079717 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2079740.875000 Penalty: 3147.105713
	Iteration 24Q: 3 clusters Score -2079741 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2079761.625000 Penalty: 3147.105713
	Iteration 25Q: 3 clusters Score -2079762 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2079776.375000 Penalty: 3147.105713
	Iteration 26Q: 3 clusters Score -2079776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2079800.750000 Penalty: 3147.105713
	Iteration 27Q: 3 clusters Score -2079801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2079812.000000 Penalty: 3147.105713
	Iteration 28Q: 3 clusters Score -2079812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2079834.250000 Penalty: 3147.105713
	Iteration 29Q: 3 clusters Score -2079834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2079852.500000 Penalty: 3147.105713
	Iteration 30Q: 3 clusters Score -2079852 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2079881.250000 Penalty: 3147.105713
	Iteration 31Q: 3 clusters Score -2079881 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2079907.000000 Penalty: 3147.105713
	Iteration 32Q: 3 clusters Score -2079907 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2079932.125000 Penalty: 3147.105713
	Iteration 33Q: 3 clusters Score -2079932 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2079949.750000 Penalty: 3147.105713
	Iteration 34Q: 3 clusters Score -2079950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2079974.000000 Penalty: 3147.105713
	Iteration 35Q: 3 clusters Score -2079974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2079996.000000 Penalty: 3147.105713
	Iteration 36Q: 3 clusters Score -2079996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2080006.625000 Penalty: 3147.105713
	Iteration 37Q: 3 clusters Score -2080007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2080019.375000 Penalty: 3147.105713
	Iteration 38Q: 3 clusters Score -2080019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2080030.375000 Penalty: 3147.105713
	Iteration 39Q: 3 clusters Score -2080030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2080048.000000 Penalty: 3147.105713
	Iteration 40F: 3 clusters Score -2080048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2080058.250000 Penalty: 3147.105713
	Iteration 41Q: 3 clusters Score -2080058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2080071.250000 Penalty: 3147.105713
	Iteration 42Q: 3 clusters Score -2080071 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2080083.375000 Penalty: 3147.105713
	Iteration 43Q: 3 clusters Score -2080083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2080100.375000 Penalty: 3147.105713
	Iteration 44Q: 3 clusters Score -2080100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2080115.250000 Penalty: 3147.105713
	Iteration 45Q: 3 clusters Score -2080115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2080134.250000 Penalty: 3147.105713
	Iteration 46Q: 3 clusters Score -2080134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2080144.375000 Penalty: 3147.105713
	Iteration 47Q: 3 clusters Score -2080144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2080165.875000 Penalty: 3147.105713
	Iteration 48Q: 3 clusters Score -2080166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2080174.250000 Penalty: 3147.105713
	Iteration 49Q: 3 clusters Score -2080174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2080180.000000 Penalty: 3147.105713
	Iteration 50Q: 3 clusters Score -2080180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2080193.250000 Penalty: 3147.105713
	Iteration 51Q: 3 clusters Score -2080193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2080203.750000 Penalty: 3147.105713
	Iteration 52Q: 3 clusters Score -2080204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2080220.000000 Penalty: 3147.105713
	Iteration 53Q: 3 clusters Score -2080220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2080222.875000 Penalty: 3147.105713
	Iteration 54Q: 3 clusters Score -2080223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2080240.500000 Penalty: 3147.105713
	Iteration 55Q: 3 clusters Score -2080240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2080252.375000 Penalty: 3147.105713
	Iteration 56Q: 3 clusters Score -2080252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2080267.000000 Penalty: 3147.105713
	Iteration 57Q: 3 clusters Score -2080267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2080278.500000 Penalty: 3147.105713
	Iteration 58Q: 3 clusters Score -2080278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2080290.000000 Penalty: 3147.105713
	Iteration 59Q: 3 clusters Score -2080290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2080299.875000 Penalty: 3147.105713
	Iteration 60F: 3 clusters Score -2080300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2080308.000000 Penalty: 3147.105713
	Iteration 61Q: 3 clusters Score -2080308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2080309.625000 Penalty: 3147.105713
	Iteration 62Q: 3 clusters Score -2080310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2080315.125000 Penalty: 3147.105713
	Iteration 63Q: 3 clusters Score -2080315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2080332.625000 Penalty: 3147.105713
	Iteration 64Q: 3 clusters Score -2080333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2080339.500000 Penalty: 3147.105713
	Iteration 65Q: 3 clusters Score -2080340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2080352.250000 Penalty: 3147.105713
	Iteration 66Q: 3 clusters Score -2080352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2080352.000000 Penalty: 3147.105713
	Iteration 67Q: 3 clusters Score -2080352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2080359.500000 Penalty: 3147.105713
	Iteration 68Q: 3 clusters Score -2080360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2080362.000000 Penalty: 3147.105713
	Iteration 69Q: 3 clusters Score -2080362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2080366.750000 Penalty: 3147.105713
	Iteration 70Q: 3 clusters Score -2080367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2080371.250000 Penalty: 3147.105713
	Iteration 71Q: 3 clusters Score -2080371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2080374.750000 Penalty: 3147.105713
	Iteration 72Q: 3 clusters Score -2080375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2080372.875000 Penalty: 3147.105713
	Iteration 73Q: 3 clusters Score -2080373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2080380.125000 Penalty: 3147.105713
	Iteration 74Q: 3 clusters Score -2080380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2080384.500000 Penalty: 3147.105713
	Iteration 75Q: 3 clusters Score -2080384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2080382.500000 Penalty: 3147.105713
	Iteration 76Q: 3 clusters Score -2080382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2080383.875000 Penalty: 3147.105713
	Iteration 77Q: 3 clusters Score -2080384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2080386.500000 Penalty: 3147.105713
	Iteration 78Q: 3 clusters Score -2080386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2080390.625000 Penalty: 3147.105713
	Iteration 79Q: 3 clusters Score -2080391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2080389.750000 Penalty: 3147.105713
	Iteration 80F: 3 clusters Score -2080390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2080390.750000 Penalty: 3147.105713
	Iteration 81Q: 3 clusters Score -2080391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2080393.000000 Penalty: 3147.105713
	Iteration 82Q: 3 clusters Score -2080393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2080395.875000 Penalty: 3147.105713
	Iteration 83Q: 3 clusters Score -2080396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2080398.500000 Penalty: 3147.105713
	Iteration 84Q: 3 clusters Score -2080398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2080401.500000 Penalty: 3147.105713
	Iteration 85Q: 3 clusters Score -2080402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2080402.875000 Penalty: 3147.105713
	Iteration 86Q: 3 clusters Score -2080403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2080401.750000 Penalty: 3147.105713
	Iteration 87Q: 3 clusters Score -2080402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2080398.750000 Penalty: 3147.105713
	Iteration 88Q: 3 clusters Score -2080399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2080401.000000 Penalty: 3147.105713
	Iteration 89Q: 3 clusters Score -2080401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2080405.250000 Penalty: 3147.105713
	Iteration 90Q: 3 clusters Score -2080405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2080408.500000 Penalty: 3147.105713
	Iteration 91Q: 3 clusters Score -2080408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2080406.250000 Penalty: 3147.105713
	Iteration 92Q: 3 clusters Score -2080406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2080408.625000 Penalty: 3147.105713
	Iteration 93Q: 3 clusters Score -2080409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2080410.375000 Penalty: 3147.105713
	Iteration 94Q: 3 clusters Score -2080410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2080412.000000 Penalty: 3147.105713
	Iteration 95Q: 3 clusters Score -2080412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2080410.125000 Penalty: 3147.105713
	Iteration 96Q: 3 clusters Score -2080410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2080410.750000 Penalty: 3147.105713
	Iteration 97Q: 3 clusters Score -2080411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2080410.750000 Penalty: 3147.105713
	Iteration 98F: 3 clusters Score -2080411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Entering Unmasked Estep 
Score: -3126080.500000 Penalty: 1640.654663
	Iteration 0F: 2 clusters Score -3126080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3109723.250000 Penalty: 3281.309326
	Iteration 0F: 3 clusters Score -3109723 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3115723.000000 Penalty: 3281.309326
	Iteration 1F: 3 clusters Score -3115723 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3116177.750000 Penalty: 3281.309326
	Iteration 2Q: 3 clusters Score -3116178 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3116706.250000 Penalty: 3281.309326
	Iteration 3Q: 3 clusters Score -3116706 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3117374.750000 Penalty: 3281.309326
	Iteration 4F: 3 clusters Score -3117375 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3118195.750000 Penalty: 3281.309326
	Iteration 5F: 3 clusters Score -3118196 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3119273.250000 Penalty: 3281.309326
	Iteration 6F: 3 clusters Score -3119273 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3120557.750000 Penalty: 3281.309326
	Iteration 7F: 3 clusters Score -3120558 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3121737.500000 Penalty: 3281.309326
	Iteration 8F: 3 clusters Score -3121738 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3122585.750000 Penalty: 3281.309326
	Iteration 9Q: 3 clusters Score -3122586 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3123138.000000 Penalty: 3281.309326
	Iteration 10Q: 3 clusters Score -3123138 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3123506.000000 Penalty: 3281.309326
	Iteration 11Q: 3 clusters Score -3123506 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3123797.000000 Penalty: 3281.309326
	Iteration 12Q: 3 clusters Score -3123797 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3124009.750000 Penalty: 3281.309326
	Iteration 13Q: 3 clusters Score -3124010 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3124139.500000 Penalty: 3281.309326
	Iteration 14Q: 3 clusters Score -3124140 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3124225.250000 Penalty: 3281.309326
	Iteration 15Q: 3 clusters Score -3124225 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3124290.500000 Penalty: 3281.309326
	Iteration 16Q: 3 clusters Score -3124290 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3124326.500000 Penalty: 3281.309326
	Iteration 17Q: 3 clusters Score -3124326 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3124366.250000 Penalty: 3281.309326
	Iteration 18Q: 3 clusters Score -3124366 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3124385.500000 Penalty: 3281.309326
	Iteration 19Q: 3 clusters Score -3124386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3124401.000000 Penalty: 3281.309326
	Iteration 20F: 3 clusters Score -3124401 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3124405.000000 Penalty: 3281.309326
	Iteration 21Q: 3 clusters Score -3124405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -3124423.500000 Penalty: 3281.309326
	Iteration 22Q: 3 clusters Score -3124424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3124437.250000 Penalty: 3281.309326
	Iteration 23Q: 3 clusters Score -3124437 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3124448.750000 Penalty: 3281.309326
	Iteration 24Q: 3 clusters Score -3124449 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3124458.750000 Penalty: 3281.309326
	Iteration 25Q: 3 clusters Score -3124459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3124469.250000 Penalty: 3281.309326
	Iteration 26Q: 3 clusters Score -3124469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3124482.750000 Penalty: 3281.309326
	Iteration 27Q: 3 clusters Score -3124483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3124484.500000 Penalty: 3281.309326
	Iteration 28Q: 3 clusters Score -3124484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3124488.750000 Penalty: 3281.309326
	Iteration 29Q: 3 clusters Score -3124489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3124493.000000 Penalty: 3281.309326
	Iteration 30Q: 3 clusters Score -3124493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3124488.000000 Penalty: 3281.309326
	Iteration 31Q: 3 clusters Score -3124488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3124495.750000 Penalty: 3281.309326
	Iteration 32Q: 3 clusters Score -3124496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3124498.750000 Penalty: 3281.309326
	Iteration 33Q: 3 clusters Score -3124499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3124500.250000 Penalty: 3281.309326
	Iteration 34Q: 3 clusters Score -3124500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3124509.500000 Penalty: 3281.309326
	Iteration 35Q: 3 clusters Score -3124510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3124510.500000 Penalty: 3281.309326
	Iteration 36Q: 3 clusters Score -3124510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3124510.750000 Penalty: 3281.309326
	Iteration 37Q: 3 clusters Score -3124511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3124519.000000 Penalty: 3281.309326
	Iteration 38Q: 3 clusters Score -3124519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3124523.250000 Penalty: 3281.309326
	Iteration 39Q: 3 clusters Score -3124523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3124523.000000 Penalty: 3281.309326
	Iteration 40F: 3 clusters Score -3124523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3124525.500000 Penalty: 3281.309326
	Iteration 41Q: 3 clusters Score -3124526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3124524.250000 Penalty: 3281.309326
	Iteration 42Q: 3 clusters Score -3124524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3124527.250000 Penalty: 3281.309326
	Iteration 43Q: 3 clusters Score -3124527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3124534.250000 Penalty: 3281.309326
	Iteration 44Q: 3 clusters Score -3124534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3124537.250000 Penalty: 3281.309326
	Iteration 45Q: 3 clusters Score -3124537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3124537.500000 Penalty: 3281.309326
	Iteration 46Q: 3 clusters Score -3124538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3124536.500000 Penalty: 3281.309326
	Iteration 47Q: 3 clusters Score -3124536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3124544.000000 Penalty: 3281.309326
	Iteration 48Q: 3 clusters Score -3124544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3124542.750000 Penalty: 3281.309326
	Iteration 49Q: 3 clusters Score -3124543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3124551.250000 Penalty: 3281.309326
	Iteration 50Q: 3 clusters Score -3124551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3124547.750000 Penalty: 3281.309326
	Iteration 51Q: 3 clusters Score -3124548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3124547.250000 Penalty: 3281.309326
	Iteration 52Q: 3 clusters Score -3124547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3124547.250000 Penalty: 3281.309326
	Iteration 53Q: 3 clusters Score -3124547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3124548.000000 Penalty: 3281.309326
	Iteration 54Q: 3 clusters Score -3124548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3124547.000000 Penalty: 3281.309326
	Iteration 55Q: 3 clusters Score -3124547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3124544.750000 Penalty: 3281.309326
	Iteration 56Q: 3 clusters Score -3124545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3124550.250000 Penalty: 3281.309326
	Iteration 57Q: 3 clusters Score -3124550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3124559.750000 Penalty: 3281.309326
	Iteration 58Q: 3 clusters Score -3124560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3124561.250000 Penalty: 3281.309326
	Iteration 59Q: 3 clusters Score -3124561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3124569.250000 Penalty: 3281.309326
	Iteration 60F: 3 clusters Score -3124569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3124573.750000 Penalty: 3281.309326
	Iteration 61Q: 3 clusters Score -3124574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3124570.000000 Penalty: 3281.309326
	Iteration 62Q: 3 clusters Score -3124570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3124574.000000 Penalty: 3281.309326
	Iteration 63Q: 3 clusters Score -3124574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3124578.250000 Penalty: 3281.309326
	Iteration 64Q: 3 clusters Score -3124578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3124574.750000 Penalty: 3281.309326
	Iteration 65Q: 3 clusters Score -3124575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3124579.750000 Penalty: 3281.309326
	Iteration 66Q: 3 clusters Score -3124580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3124584.500000 Penalty: 3281.309326
	Iteration 67Q: 3 clusters Score -3124584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3124581.500000 Penalty: 3281.309326
	Iteration 68Q: 3 clusters Score -3124582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3124587.750000 Penalty: 3281.309326
	Iteration 69Q: 3 clusters Score -3124588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3124586.250000 Penalty: 3281.309326
	Iteration 70Q: 3 clusters Score -3124586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3124583.750000 Penalty: 3281.309326
	Iteration 71Q: 3 clusters Score -3124584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3124584.000000 Penalty: 3281.309326
	Iteration 72Q: 3 clusters Score -3124584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3124590.000000 Penalty: 3281.309326
	Iteration 73Q: 3 clusters Score -3124590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3124596.000000 Penalty: 3281.309326
	Iteration 74Q: 3 clusters Score -3124596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3124594.500000 Penalty: 3281.309326
	Iteration 75Q: 3 clusters Score -3124594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3124600.000000 Penalty: 3281.309326
	Iteration 76Q: 3 clusters Score -3124600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3124601.250000 Penalty: 3281.309326
	Iteration 77Q: 3 clusters Score -3124601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3124607.500000 Penalty: 3281.309326
	Iteration 78Q: 3 clusters Score -3124608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3124612.500000 Penalty: 3281.309326
	Iteration 79Q: 3 clusters Score -3124612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3124622.500000 Penalty: 3281.309326
	Iteration 80F: 3 clusters Score -3124622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3124632.000000 Penalty: 3281.309326
	Iteration 81Q: 3 clusters Score -3124632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3124633.750000 Penalty: 3281.309326
	Iteration 82Q: 3 clusters Score -3124634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3124635.750000 Penalty: 3281.309326
	Iteration 83Q: 3 clusters Score -3124636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3124629.000000 Penalty: 3281.309326
	Iteration 84Q: 3 clusters Score -3124629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3124632.250000 Penalty: 3281.309326
	Iteration 85Q: 3 clusters Score -3124632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3124633.250000 Penalty: 3281.309326
	Iteration 86Q: 3 clusters Score -3124633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3124639.500000 Penalty: 3281.309326
	Iteration 87Q: 3 clusters Score -3124640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3124638.000000 Penalty: 3281.309326
	Iteration 88Q: 3 clusters Score -3124638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3124643.250000 Penalty: 3281.309326
	Iteration 89Q: 3 clusters Score -3124643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3124645.000000 Penalty: 3281.309326
	Iteration 90Q: 3 clusters Score -3124645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3124646.250000 Penalty: 3281.309326
	Iteration 91Q: 3 clusters Score -3124646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3124649.000000 Penalty: 3281.309326
	Iteration 92Q: 3 clusters Score -3124649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3124653.750000 Penalty: 3281.309326
	Iteration 93Q: 3 clusters Score -3124654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3124656.250000 Penalty: 3281.309326
	Iteration 94Q: 3 clusters Score -3124656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3124661.750000 Penalty: 3281.309326
	Iteration 95Q: 3 clusters Score -3124662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3124667.000000 Penalty: 3281.309326
	Iteration 96Q: 3 clusters Score -3124667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3124667.750000 Penalty: 3281.309326
	Iteration 97Q: 3 clusters Score -3124668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3124667.250000 Penalty: 3281.309326
	Iteration 98Q: 3 clusters Score -3124667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3124670.250000 Penalty: 3281.309326
	Iteration 99Q: 3 clusters Score -3124670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3124674.000000 Penalty: 3281.309326
	Iteration 100F: 3 clusters Score -3124674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3124678.750000 Penalty: 3281.309326
	Iteration 101Q: 3 clusters Score -3124679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3124681.000000 Penalty: 3281.309326
	Iteration 102Q: 3 clusters Score -3124681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3124681.750000 Penalty: 3281.309326
	Iteration 103Q: 3 clusters Score -3124682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3124682.500000 Penalty: 3281.309326
	Iteration 104Q: 3 clusters Score -3124682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3124673.500000 Penalty: 3281.309326
	Iteration 105Q: 3 clusters Score -3124674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3124677.500000 Penalty: 3281.309326
	Iteration 106Q: 3 clusters Score -3124678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3124679.250000 Penalty: 3281.309326
	Iteration 107Q: 3 clusters Score -3124679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3124687.000000 Penalty: 3281.309326
	Iteration 108Q: 3 clusters Score -3124687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3124686.750000 Penalty: 3281.309326
	Iteration 109Q: 3 clusters Score -3124687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3124687.000000 Penalty: 3281.309326
	Iteration 110Q: 3 clusters Score -3124687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3124689.500000 Penalty: 3281.309326
	Iteration 111Q: 3 clusters Score -3124690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3124687.000000 Penalty: 3281.309326
	Iteration 112Q: 3 clusters Score -3124687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3124689.500000 Penalty: 3281.309326
	Iteration 113Q: 3 clusters Score -3124690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3124688.500000 Penalty: 3281.309326
	Iteration 114Q: 3 clusters Score -3124688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3124685.250000 Penalty: 3281.309326
	Iteration 115Q: 3 clusters Score -3124685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3124688.000000 Penalty: 3281.309326
	Iteration 116Q: 3 clusters Score -3124688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3124685.500000 Penalty: 3281.309326
	Iteration 117Q: 3 clusters Score -3124686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3124684.750000 Penalty: 3281.309326
	Iteration 118Q: 3 clusters Score -3124685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3124684.750000 Penalty: 3281.309326
	Iteration 119F: 3 clusters Score -3124685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -112834.320312 Penalty: 1114.687378
	Iteration 0F: 2 clusters Score -112834.3 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 486 members 
Entering Unmasked Estep 
Score: -111444.007812 Penalty: 2229.374756
	Iteration 0F: 3 clusters Score -111444 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -111706.265625 Penalty: 2229.374756
	Iteration 1F: 3 clusters Score -111706.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111785.187500 Penalty: 2229.374756
	Iteration 2F: 3 clusters Score -111785.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111837.679688 Penalty: 2229.374756
	Iteration 3Q: 3 clusters Score -111837.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -111877.742188 Penalty: 2229.374756
	Iteration 4Q: 3 clusters Score -111877.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -111908.632812 Penalty: 2229.374756
	Iteration 5Q: 3 clusters Score -111908.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -111929.632812 Penalty: 2229.374756
	Iteration 6Q: 3 clusters Score -111929.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111946.882812 Penalty: 2229.374756
	Iteration 7Q: 3 clusters Score -111946.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -111961.593750 Penalty: 2229.374756
	Iteration 8Q: 3 clusters Score -111961.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -111972.273438 Penalty: 2229.374756
	Iteration 9Q: 3 clusters Score -111972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111979.656250 Penalty: 2229.374756
	Iteration 10Q: 3 clusters Score -111979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -111983.007812 Penalty: 2229.374756
	Iteration 11Q: 3 clusters Score -111983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -111991.312500 Penalty: 2229.374756
	Iteration 12Q: 3 clusters Score -111991.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -111994.484375 Penalty: 2229.374756
	Iteration 13Q: 3 clusters Score -111994.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -111998.398438 Penalty: 2229.374756
	Iteration 14Q: 3 clusters Score -111998.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -112006.242188 Penalty: 2229.374756
	Iteration 15Q: 3 clusters Score -112006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112014.390625 Penalty: 2229.374756
	Iteration 16Q: 3 clusters Score -112014.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -112019.367188 Penalty: 2229.374756
	Iteration 17Q: 3 clusters Score -112019.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -112022.437500 Penalty: 2229.374756
	Iteration 18Q: 3 clusters Score -112022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -112023.835938 Penalty: 2229.374756
	Iteration 19Q: 3 clusters Score -112023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -112025.375000 Penalty: 2229.374756
	Iteration 20F: 3 clusters Score -112025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -112026.523438 Penalty: 2229.374756
	Iteration 21Q: 3 clusters Score -112026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -112028.054688 Penalty: 2229.374756
	Iteration 22Q: 3 clusters Score -112028.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -112028.054688 Penalty: 2229.374756
	Iteration 23F: 3 clusters Score -112028.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -18777.537109 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -18777.54 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 116 members 
Entering Unmasked Estep 
Score: -18108.416016 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -18108.42 nChanged 43
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: -18294.798828 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -18294.8 nChanged 15
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: -18405.529297 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -18405.53 nChanged 7
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: -18458.994141 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -18458.99 nChanged 4
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: -18492.708984 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -18492.71 nChanged 4
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: -18505.886719 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -18505.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18541.134766 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -18541.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18549.980469 Penalty: 1728.389038
	Iteration 7Q: 3 clusters Score -18549.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18549.980469 Penalty: 1728.389038
	Iteration 8F: 3 clusters Score -18549.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 22783 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80531 members 
Mstep: Class 6 contains 6975 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97667 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33292 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 7265 members 
Mstep: Class 13 contains 97058 members 
Mstep: Class 14 contains 99900 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 16049 members 
Mstep: Class 20 contains 24254 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540736.000000 Penalty: 47263.542969
Iteration 399Q: 23 clusters Score -6.954074e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 22786 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80534 members 
Mstep: Class 6 contains 6964 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97694 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33314 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 7258 members 
Mstep: Class 13 contains 97057 members 
Mstep: Class 14 contains 99893 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 16053 members 
Mstep: Class 20 contains 24232 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540712.000000 Penalty: 47263.542969
Iteration 400F: 23 clusters Score -6.954071e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 22787 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80533 members 
Mstep: Class 6 contains 6959 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97710 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33337 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 7250 members 
Mstep: Class 13 contains 97056 members 
Mstep: Class 14 contains 99888 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 16059 members 
Mstep: Class 20 contains 24216 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540752.000000 Penalty: 47263.542969
Iteration 401Q: 23 clusters Score -6.954075e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 22786 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80530 members 
Mstep: Class 6 contains 6955 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97720 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33363 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 7243 members 
Mstep: Class 13 contains 97058 members 
Mstep: Class 14 contains 99882 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 16065 members 
Mstep: Class 20 contains 24209 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540696.000000 Penalty: 47263.542969
Iteration 402Q: 23 clusters Score -6.95407e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 22783 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80536 members 
Mstep: Class 6 contains 6947 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97746 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33386 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 7237 members 
Mstep: Class 13 contains 97056 members 
Mstep: Class 14 contains 99866 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 16072 members 
Mstep: Class 20 contains 24194 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540736.000000 Penalty: 47263.542969
Iteration 403Q: 23 clusters Score -6.954074e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 22783 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80535 members 
Mstep: Class 6 contains 6942 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97776 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33408 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 7233 members 
Mstep: Class 13 contains 97053 members 
Mstep: Class 14 contains 99852 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 16073 members 
Mstep: Class 20 contains 24184 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540776.000000 Penalty: 47263.542969
Iteration 404Q: 23 clusters Score -6.954078e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 22782 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80535 members 
Mstep: Class 6 contains 6936 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97802 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33433 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 7225 members 
Mstep: Class 13 contains 97059 members 
Mstep: Class 14 contains 99846 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 16072 members 
Mstep: Class 20 contains 24160 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540776.000000 Penalty: 47263.542969
Iteration 405Q: 23 clusters Score -6.954078e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 22788 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80538 members 
Mstep: Class 6 contains 6923 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97833 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33452 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 7221 members 
Mstep: Class 13 contains 97063 members 
Mstep: Class 14 contains 99823 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 16073 members 
Mstep: Class 20 contains 24150 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540744.000000 Penalty: 47263.542969
Iteration 406Q: 23 clusters Score -6.954074e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 22792 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80545 members 
Mstep: Class 6 contains 6914 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97856 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 7215 members 
Mstep: Class 13 contains 97074 members 
Mstep: Class 14 contains 99822 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 16074 members 
Mstep: Class 20 contains 24124 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540768.000000 Penalty: 47263.542969
Iteration 407Q: 23 clusters Score -6.954077e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 22799 members 
Mstep: Class 3 contains 3092 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80549 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97864 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33495 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 7210 members 
Mstep: Class 13 contains 97084 members 
Mstep: Class 14 contains 99819 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 16076 members 
Mstep: Class 20 contains 24104 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540760.000000 Penalty: 47263.542969
Iteration 408Q: 23 clusters Score -6.954076e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 22807 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80550 members 
Mstep: Class 6 contains 6891 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97865 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33523 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 7208 members 
Mstep: Class 13 contains 97088 members 
Mstep: Class 14 contains 99827 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 16080 members 
Mstep: Class 20 contains 24085 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540856.000000 Penalty: 47263.542969
Iteration 409Q: 23 clusters Score -6.954086e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 22818 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80549 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97877 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33547 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 7206 members 
Mstep: Class 13 contains 97106 members 
Mstep: Class 14 contains 99825 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 16084 members 
Mstep: Class 20 contains 24049 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540800.000000 Penalty: 47263.542969
Iteration 410Q: 23 clusters Score -6.95408e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 22826 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80557 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97898 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33567 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 97116 members 
Mstep: Class 14 contains 99812 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 16086 members 
Mstep: Class 20 contains 24019 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540752.000000 Penalty: 47263.542969
Iteration 411Q: 23 clusters Score -6.954075e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 22834 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80571 members 
Mstep: Class 6 contains 6874 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97921 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33582 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 7198 members 
Mstep: Class 13 contains 97121 members 
Mstep: Class 14 contains 99803 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 16084 members 
Mstep: Class 20 contains 23987 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540744.000000 Penalty: 47263.542969
Iteration 412Q: 23 clusters Score -6.954074e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 22847 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80573 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97943 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33599 members 
Mstep: Class 11 contains 10106 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 97117 members 
Mstep: Class 14 contains 99797 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 16091 members 
Mstep: Class 20 contains 23945 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540744.000000 Penalty: 47263.542969
Iteration 413Q: 23 clusters Score -6.954074e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 22858 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80569 members 
Mstep: Class 6 contains 6872 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97976 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33624 members 
Mstep: Class 11 contains 10107 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 97119 members 
Mstep: Class 14 contains 99789 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 16092 members 
Mstep: Class 20 contains 23908 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540680.000000 Penalty: 47263.542969
Iteration 414Q: 23 clusters Score -6.954068e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 22861 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80570 members 
Mstep: Class 6 contains 6871 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 97988 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33647 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 97115 members 
Mstep: Class 14 contains 99782 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 16097 members 
Mstep: Class 20 contains 23890 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540752.000000 Penalty: 47263.542969
Iteration 415Q: 23 clusters Score -6.954075e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 22864 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80570 members 
Mstep: Class 6 contains 6868 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98007 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33670 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 7187 members 
Mstep: Class 13 contains 97108 members 
Mstep: Class 14 contains 99775 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 16100 members 
Mstep: Class 20 contains 23877 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540760.000000 Penalty: 47263.542969
Iteration 416Q: 23 clusters Score -6.954076e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 22861 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80565 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98041 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33690 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 7185 members 
Mstep: Class 13 contains 97097 members 
Mstep: Class 14 contains 99763 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 16106 members 
Mstep: Class 20 contains 23860 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540768.000000 Penalty: 47263.542969
Iteration 417Q: 23 clusters Score -6.954077e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 22862 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80565 members 
Mstep: Class 6 contains 6865 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98060 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33705 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 7181 members 
Mstep: Class 13 contains 97091 members 
Mstep: Class 14 contains 99746 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 16108 members 
Mstep: Class 20 contains 23863 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540896.000000 Penalty: 47263.542969
Iteration 418Q: 23 clusters Score -6.95409e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 22857 members 
Mstep: Class 3 contains 3092 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80566 members 
Mstep: Class 6 contains 6865 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98086 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33722 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 97085 members 
Mstep: Class 14 contains 99733 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 16116 members 
Mstep: Class 20 contains 23857 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540904.000000 Penalty: 47263.542969
Iteration 419Q: 23 clusters Score -6.95409e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 22858 members 
Mstep: Class 3 contains 3092 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80563 members 
Mstep: Class 6 contains 6853 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98119 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33745 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 97088 members 
Mstep: Class 14 contains 99727 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 16121 members 
Mstep: Class 20 contains 23837 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540808.000000 Penalty: 47263.542969
Iteration 420F: 23 clusters Score -6.954081e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 22857 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80563 members 
Mstep: Class 6 contains 6842 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98160 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33762 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 7179 members 
Mstep: Class 13 contains 97085 members 
Mstep: Class 14 contains 99711 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 16126 members 
Mstep: Class 20 contains 23830 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540816.000000 Penalty: 47263.542969
Iteration 421Q: 23 clusters Score -6.954082e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 22857 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80567 members 
Mstep: Class 6 contains 6837 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98201 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33781 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 97079 members 
Mstep: Class 14 contains 99702 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 16127 members 
Mstep: Class 20 contains 23813 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540824.000000 Penalty: 47263.542969
Iteration 422Q: 23 clusters Score -6.954082e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 22853 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80570 members 
Mstep: Class 6 contains 6827 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98227 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33797 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 97080 members 
Mstep: Class 14 contains 99693 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 16131 members 
Mstep: Class 20 contains 23815 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540816.000000 Penalty: 47263.542969
Iteration 423Q: 23 clusters Score -6.954082e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 22856 members 
Mstep: Class 3 contains 3092 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80582 members 
Mstep: Class 6 contains 6819 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98249 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33816 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 7173 members 
Mstep: Class 13 contains 97088 members 
Mstep: Class 14 contains 99670 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 16130 members 
Mstep: Class 20 contains 23818 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540816.000000 Penalty: 47263.542969
Iteration 424Q: 23 clusters Score -6.954082e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 22859 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80593 members 
Mstep: Class 6 contains 6814 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98256 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33837 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7170 members 
Mstep: Class 13 contains 97096 members 
Mstep: Class 14 contains 99650 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 16137 members 
Mstep: Class 20 contains 23810 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540816.000000 Penalty: 47263.542969
Iteration 425Q: 23 clusters Score -6.954082e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 22862 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80594 members 
Mstep: Class 6 contains 6810 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98278 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33865 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7167 members 
Mstep: Class 13 contains 97102 members 
Mstep: Class 14 contains 99623 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 16144 members 
Mstep: Class 20 contains 23801 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540728.000000 Penalty: 47263.542969
Iteration 426Q: 23 clusters Score -6.954073e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 22868 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80600 members 
Mstep: Class 6 contains 6808 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98292 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33882 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7165 members 
Mstep: Class 13 contains 97103 members 
Mstep: Class 14 contains 99609 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 16147 members 
Mstep: Class 20 contains 23789 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540744.000000 Penalty: 47263.542969
Iteration 427Q: 23 clusters Score -6.954074e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 22874 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80610 members 
Mstep: Class 6 contains 6805 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98296 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33893 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 97107 members 
Mstep: Class 14 contains 99592 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 16153 members 
Mstep: Class 20 contains 23788 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540608.000000 Penalty: 47263.542969
Iteration 428Q: 23 clusters Score -6.954061e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 22876 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80621 members 
Mstep: Class 6 contains 6804 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98309 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33916 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 97104 members 
Mstep: Class 14 contains 99576 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 16161 members 
Mstep: Class 20 contains 23766 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540680.000000 Penalty: 47263.542969
Iteration 429Q: 23 clusters Score -6.954068e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 22877 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80629 members 
Mstep: Class 6 contains 6803 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98346 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33936 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 97099 members 
Mstep: Class 14 contains 99561 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 16169 members 
Mstep: Class 20 contains 23736 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540656.000000 Penalty: 47263.542969
Iteration 430Q: 23 clusters Score -6.954066e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 22877 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80630 members 
Mstep: Class 6 contains 6800 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98393 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33959 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 97095 members 
Mstep: Class 14 contains 99537 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 16177 members 
Mstep: Class 20 contains 23712 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540632.000000 Penalty: 47263.542969
Iteration 431Q: 23 clusters Score -6.954063e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 22878 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80637 members 
Mstep: Class 6 contains 6795 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98420 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33978 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 97094 members 
Mstep: Class 14 contains 99523 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 16182 members 
Mstep: Class 20 contains 23701 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540624.000000 Penalty: 47263.542969
Iteration 432Q: 23 clusters Score -6.954062e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 22885 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80642 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98446 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 33996 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 97096 members 
Mstep: Class 14 contains 99495 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 16184 members 
Mstep: Class 20 contains 23695 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540656.000000 Penalty: 47263.542969
Iteration 433Q: 23 clusters Score -6.954066e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 22890 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80644 members 
Mstep: Class 6 contains 6790 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98468 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34010 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 97095 members 
Mstep: Class 14 contains 99473 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 16191 members 
Mstep: Class 20 contains 23694 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540608.000000 Penalty: 47263.542969
Iteration 434Q: 23 clusters Score -6.954061e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 22886 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80647 members 
Mstep: Class 6 contains 6786 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98486 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34023 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 97091 members 
Mstep: Class 14 contains 99458 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 16199 members 
Mstep: Class 20 contains 23702 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540632.000000 Penalty: 47263.542969
Iteration 435Q: 23 clusters Score -6.954063e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 22888 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80642 members 
Mstep: Class 6 contains 6786 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98502 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34038 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 97099 members 
Mstep: Class 14 contains 99441 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 16202 members 
Mstep: Class 20 contains 23707 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540616.000000 Penalty: 47263.542969
Iteration 436Q: 23 clusters Score -6.954062e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 22896 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80641 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98509 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34046 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 97110 members 
Mstep: Class 14 contains 99425 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 16207 members 
Mstep: Class 20 contains 23714 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540600.000000 Penalty: 47263.542969
Iteration 437Q: 23 clusters Score -6.95406e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80643 members 
Mstep: Class 6 contains 6782 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98520 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34059 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 97120 members 
Mstep: Class 14 contains 99405 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 16211 members 
Mstep: Class 20 contains 23713 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540624.000000 Penalty: 47263.542969
Iteration 438Q: 23 clusters Score -6.954062e+07 nChanged 141
Entering ConstructFrom: 
Score: -69540624.000000 Penalty: 47263.542969
Entering ConstructFrom: 
Trying to split cluster 1 (44645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Entering Unmasked Estep 
Score: -5752555.000000 Penalty: 1739.805786
	Iteration 0F: 2 clusters Score -5752555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5722660.000000 Penalty: 3479.611572
	Iteration 0F: 3 clusters Score -5722660 nChanged 20839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -5734149.000000 Penalty: 3479.611572
	Iteration 1F: 3 clusters Score -5734149 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5734502.500000 Penalty: 3479.611572
	Iteration 2Q: 3 clusters Score -5734502 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -5734885.500000 Penalty: 3479.611572
	Iteration 3Q: 3 clusters Score -5734886 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -5735319.500000 Penalty: 3479.611572
	Iteration 4Q: 3 clusters Score -5735320 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -5735854.500000 Penalty: 3479.611572
	Iteration 5Q: 3 clusters Score -5735854 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -5736609.500000 Penalty: 3479.611572
	Iteration 6Q: 3 clusters Score -5736610 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -5737823.000000 Penalty: 3479.611572
	Iteration 7F: 3 clusters Score -5737823 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -5739756.500000 Penalty: 3479.611572
	Iteration 8F: 3 clusters Score -5739756 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5742432.500000 Penalty: 3479.611572
	Iteration 9F: 3 clusters Score -5742432 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -5745471.000000 Penalty: 3479.611572
	Iteration 10F: 3 clusters Score -5745471 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -5748119.000000 Penalty: 3479.611572
	Iteration 11F: 3 clusters Score -5748119 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -5749594.500000 Penalty: 3479.611572
	Iteration 12Q: 3 clusters Score -5749594 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -5750343.500000 Penalty: 3479.611572
	Iteration 13Q: 3 clusters Score -5750344 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -5750692.000000 Penalty: 3479.611572
	Iteration 14Q: 3 clusters Score -5750692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -5750853.000000 Penalty: 3479.611572
	Iteration 15Q: 3 clusters Score -5750853 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -5750931.500000 Penalty: 3479.611572
	Iteration 16Q: 3 clusters Score -5750932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -5750967.000000 Penalty: 3479.611572
	Iteration 17Q: 3 clusters Score -5750967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -5750979.500000 Penalty: 3479.611572
	Iteration 18Q: 3 clusters Score -5750980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -5750980.500000 Penalty: 3479.611572
	Iteration 19Q: 3 clusters Score -5750980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -5750993.500000 Penalty: 3479.611572
	Iteration 20F: 3 clusters Score -5750994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -5751005.500000 Penalty: 3479.611572
	Iteration 21Q: 3 clusters Score -5751006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -5751007.500000 Penalty: 3479.611572
	Iteration 22Q: 3 clusters Score -5751008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5751008.500000 Penalty: 3479.611572
	Iteration 23Q: 3 clusters Score -5751008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -5751009.000000 Penalty: 3479.611572
	Iteration 24Q: 3 clusters Score -5751009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -5751017.000000 Penalty: 3479.611572
	Iteration 25Q: 3 clusters Score -5751017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -5751015.500000 Penalty: 3479.611572
	Iteration 26Q: 3 clusters Score -5751016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -5751020.000000 Penalty: 3479.611572
	Iteration 27Q: 3 clusters Score -5751020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -5751023.500000 Penalty: 3479.611572
	Iteration 28Q: 3 clusters Score -5751024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -5751023.000000 Penalty: 3479.611572
	Iteration 29Q: 3 clusters Score -5751023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -5751021.000000 Penalty: 3479.611572
	Iteration 30Q: 3 clusters Score -5751021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -5751021.000000 Penalty: 3479.611572
	Iteration 31F: 3 clusters Score -5751021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Entering Unmasked Estep 
Score: -2961666.000000 Penalty: 1631.369629
	Iteration 0F: 2 clusters Score -2961666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2946195.000000 Penalty: 3262.739258
	Iteration 0F: 3 clusters Score -2946195 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2952126.000000 Penalty: 3262.739258
	Iteration 1F: 3 clusters Score -2952126 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2952805.500000 Penalty: 3262.739258
	Iteration 2F: 3 clusters Score -2952806 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2953722.250000 Penalty: 3262.739258
	Iteration 3F: 3 clusters Score -2953722 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2954787.500000 Penalty: 3262.739258
	Iteration 4F: 3 clusters Score -2954788 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2956020.500000 Penalty: 3262.739258
	Iteration 5F: 3 clusters Score -2956020 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2957315.250000 Penalty: 3262.739258
	Iteration 6F: 3 clusters Score -2957315 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2958381.500000 Penalty: 3262.739258
	Iteration 7F: 3 clusters Score -2958382 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2958979.000000 Penalty: 3262.739258
	Iteration 8Q: 3 clusters Score -2958979 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2959236.750000 Penalty: 3262.739258
	Iteration 9Q: 3 clusters Score -2959237 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2959399.000000 Penalty: 3262.739258
	Iteration 10Q: 3 clusters Score -2959399 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2959501.500000 Penalty: 3262.739258
	Iteration 11Q: 3 clusters Score -2959502 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2959557.000000 Penalty: 3262.739258
	Iteration 12Q: 3 clusters Score -2959557 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2959620.750000 Penalty: 3262.739258
	Iteration 13Q: 3 clusters Score -2959621 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2959667.250000 Penalty: 3262.739258
	Iteration 14Q: 3 clusters Score -2959667 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2959724.000000 Penalty: 3262.739258
	Iteration 15Q: 3 clusters Score -2959724 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2959781.000000 Penalty: 3262.739258
	Iteration 16Q: 3 clusters Score -2959781 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2959833.000000 Penalty: 3262.739258
	Iteration 17Q: 3 clusters Score -2959833 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2959871.750000 Penalty: 3262.739258
	Iteration 18Q: 3 clusters Score -2959872 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2959920.250000 Penalty: 3262.739258
	Iteration 19Q: 3 clusters Score -2959920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2959970.500000 Penalty: 3262.739258
	Iteration 20F: 3 clusters Score -2959970 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2960035.500000 Penalty: 3262.739258
	Iteration 21Q: 3 clusters Score -2960036 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2960075.000000 Penalty: 3262.739258
	Iteration 22Q: 3 clusters Score -2960075 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2960133.750000 Penalty: 3262.739258
	Iteration 23Q: 3 clusters Score -2960134 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2960181.000000 Penalty: 3262.739258
	Iteration 24Q: 3 clusters Score -2960181 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2960234.250000 Penalty: 3262.739258
	Iteration 25Q: 3 clusters Score -2960234 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2960278.750000 Penalty: 3262.739258
	Iteration 26Q: 3 clusters Score -2960279 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2960320.500000 Penalty: 3262.739258
	Iteration 27Q: 3 clusters Score -2960320 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2960341.000000 Penalty: 3262.739258
	Iteration 28Q: 3 clusters Score -2960341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2960362.500000 Penalty: 3262.739258
	Iteration 29Q: 3 clusters Score -2960362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2960390.750000 Penalty: 3262.739258
	Iteration 30Q: 3 clusters Score -2960391 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2960410.000000 Penalty: 3262.739258
	Iteration 31Q: 3 clusters Score -2960410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2960430.250000 Penalty: 3262.739258
	Iteration 32Q: 3 clusters Score -2960430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2960453.750000 Penalty: 3262.739258
	Iteration 33Q: 3 clusters Score -2960454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2960479.000000 Penalty: 3262.739258
	Iteration 34Q: 3 clusters Score -2960479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2960487.250000 Penalty: 3262.739258
	Iteration 35Q: 3 clusters Score -2960487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2960508.000000 Penalty: 3262.739258
	Iteration 36Q: 3 clusters Score -2960508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2960516.500000 Penalty: 3262.739258
	Iteration 37Q: 3 clusters Score -2960516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2960532.000000 Penalty: 3262.739258
	Iteration 38Q: 3 clusters Score -2960532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2960558.250000 Penalty: 3262.739258
	Iteration 39Q: 3 clusters Score -2960558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2960575.500000 Penalty: 3262.739258
	Iteration 40F: 3 clusters Score -2960576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2960572.750000 Penalty: 3262.739258
	Iteration 41Q: 3 clusters Score -2960573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2960581.250000 Penalty: 3262.739258
	Iteration 42Q: 3 clusters Score -2960581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2960588.250000 Penalty: 3262.739258
	Iteration 43Q: 3 clusters Score -2960588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2960593.000000 Penalty: 3262.739258
	Iteration 44Q: 3 clusters Score -2960593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2960591.250000 Penalty: 3262.739258
	Iteration 45Q: 3 clusters Score -2960591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2960601.250000 Penalty: 3262.739258
	Iteration 46Q: 3 clusters Score -2960601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2960604.750000 Penalty: 3262.739258
	Iteration 47Q: 3 clusters Score -2960605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2960606.000000 Penalty: 3262.739258
	Iteration 48Q: 3 clusters Score -2960606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2960612.500000 Penalty: 3262.739258
	Iteration 49Q: 3 clusters Score -2960612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2960616.250000 Penalty: 3262.739258
	Iteration 50Q: 3 clusters Score -2960616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2960617.750000 Penalty: 3262.739258
	Iteration 51Q: 3 clusters Score -2960618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2960617.750000 Penalty: 3262.739258
	Iteration 52Q: 3 clusters Score -2960618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2960618.750000 Penalty: 3262.739258
	Iteration 53Q: 3 clusters Score -2960619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2960621.250000 Penalty: 3262.739258
	Iteration 54Q: 3 clusters Score -2960621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2960624.250000 Penalty: 3262.739258
	Iteration 55Q: 3 clusters Score -2960624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2960628.500000 Penalty: 3262.739258
	Iteration 56Q: 3 clusters Score -2960628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2960634.250000 Penalty: 3262.739258
	Iteration 57Q: 3 clusters Score -2960634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2960632.000000 Penalty: 3262.739258
	Iteration 58Q: 3 clusters Score -2960632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2960635.750000 Penalty: 3262.739258
	Iteration 59Q: 3 clusters Score -2960636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2960640.500000 Penalty: 3262.739258
	Iteration 60F: 3 clusters Score -2960640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2960654.250000 Penalty: 3262.739258
	Iteration 61Q: 3 clusters Score -2960654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2960654.000000 Penalty: 3262.739258
	Iteration 62Q: 3 clusters Score -2960654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2960658.500000 Penalty: 3262.739258
	Iteration 63Q: 3 clusters Score -2960658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2960657.750000 Penalty: 3262.739258
	Iteration 64Q: 3 clusters Score -2960658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2960664.000000 Penalty: 3262.739258
	Iteration 65Q: 3 clusters Score -2960664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2960675.000000 Penalty: 3262.739258
	Iteration 66Q: 3 clusters Score -2960675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2960673.000000 Penalty: 3262.739258
	Iteration 67Q: 3 clusters Score -2960673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2960679.000000 Penalty: 3262.739258
	Iteration 68Q: 3 clusters Score -2960679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2960684.500000 Penalty: 3262.739258
	Iteration 69Q: 3 clusters Score -2960684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2960689.500000 Penalty: 3262.739258
	Iteration 70Q: 3 clusters Score -2960690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2960693.500000 Penalty: 3262.739258
	Iteration 71Q: 3 clusters Score -2960694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2960691.500000 Penalty: 3262.739258
	Iteration 72Q: 3 clusters Score -2960692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2960694.000000 Penalty: 3262.739258
	Iteration 73Q: 3 clusters Score -2960694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2960702.250000 Penalty: 3262.739258
	Iteration 74Q: 3 clusters Score -2960702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2960695.500000 Penalty: 3262.739258
	Iteration 75Q: 3 clusters Score -2960696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2960700.250000 Penalty: 3262.739258
	Iteration 76Q: 3 clusters Score -2960700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2960697.250000 Penalty: 3262.739258
	Iteration 77Q: 3 clusters Score -2960697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2960698.250000 Penalty: 3262.739258
	Iteration 78Q: 3 clusters Score -2960698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2960704.500000 Penalty: 3262.739258
	Iteration 79Q: 3 clusters Score -2960704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2960701.250000 Penalty: 3262.739258
	Iteration 80F: 3 clusters Score -2960701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2960703.750000 Penalty: 3262.739258
	Iteration 81Q: 3 clusters Score -2960704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2960709.250000 Penalty: 3262.739258
	Iteration 82Q: 3 clusters Score -2960709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2960711.500000 Penalty: 3262.739258
	Iteration 83Q: 3 clusters Score -2960712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2960710.000000 Penalty: 3262.739258
	Iteration 84Q: 3 clusters Score -2960710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2960709.250000 Penalty: 3262.739258
	Iteration 85Q: 3 clusters Score -2960709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2960712.000000 Penalty: 3262.739258
	Iteration 86Q: 3 clusters Score -2960712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2960717.250000 Penalty: 3262.739258
	Iteration 87Q: 3 clusters Score -2960717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2960718.500000 Penalty: 3262.739258
	Iteration 88Q: 3 clusters Score -2960718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2960716.000000 Penalty: 3262.739258
	Iteration 89Q: 3 clusters Score -2960716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2960721.500000 Penalty: 3262.739258
	Iteration 90Q: 3 clusters Score -2960722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2960721.500000 Penalty: 3262.739258
	Iteration 91F: 3 clusters Score -2960722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -377417.593750 Penalty: 1306.520264
	Iteration 0F: 2 clusters Score -377417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -374598.343750 Penalty: 2613.040527
	Iteration 0F: 3 clusters Score -374598.3 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -375289.687500 Penalty: 2613.040527
	Iteration 1F: 3 clusters Score -375289.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -375436.875000 Penalty: 2613.040527
	Iteration 2F: 3 clusters Score -375436.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -375536.187500 Penalty: 2613.040527
	Iteration 3F: 3 clusters Score -375536.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -375599.500000 Penalty: 2613.040527
	Iteration 4Q: 3 clusters Score -375599.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -375640.656250 Penalty: 2613.040527
	Iteration 5Q: 3 clusters Score -375640.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -375669.781250 Penalty: 2613.040527
	Iteration 6Q: 3 clusters Score -375669.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -375697.125000 Penalty: 2613.040527
	Iteration 7Q: 3 clusters Score -375697.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -375715.968750 Penalty: 2613.040527
	Iteration 8Q: 3 clusters Score -375716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -375734.062500 Penalty: 2613.040527
	Iteration 9Q: 3 clusters Score -375734.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -375754.750000 Penalty: 2613.040527
	Iteration 10Q: 3 clusters Score -375754.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -375771.531250 Penalty: 2613.040527
	Iteration 11Q: 3 clusters Score -375771.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -375788.406250 Penalty: 2613.040527
	Iteration 12Q: 3 clusters Score -375788.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -375802.125000 Penalty: 2613.040527
	Iteration 13Q: 3 clusters Score -375802.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -375810.000000 Penalty: 2613.040527
	Iteration 14Q: 3 clusters Score -375810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -375818.625000 Penalty: 2613.040527
	Iteration 15Q: 3 clusters Score -375818.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -375826.968750 Penalty: 2613.040527
	Iteration 16Q: 3 clusters Score -375827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -375832.812500 Penalty: 2613.040527
	Iteration 17Q: 3 clusters Score -375832.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -375841.281250 Penalty: 2613.040527
	Iteration 18Q: 3 clusters Score -375841.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -375848.843750 Penalty: 2613.040527
	Iteration 19Q: 3 clusters Score -375848.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -375857.468750 Penalty: 2613.040527
	Iteration 20F: 3 clusters Score -375857.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -375866.062500 Penalty: 2613.040527
	Iteration 21Q: 3 clusters Score -375866.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -375870.343750 Penalty: 2613.040527
	Iteration 22Q: 3 clusters Score -375870.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -375878.218750 Penalty: 2613.040527
	Iteration 23Q: 3 clusters Score -375878.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -375887.187500 Penalty: 2613.040527
	Iteration 24Q: 3 clusters Score -375887.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -375892.218750 Penalty: 2613.040527
	Iteration 25Q: 3 clusters Score -375892.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -375896.406250 Penalty: 2613.040527
	Iteration 26Q: 3 clusters Score -375896.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -375905.562500 Penalty: 2613.040527
	Iteration 27Q: 3 clusters Score -375905.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -375915.312500 Penalty: 2613.040527
	Iteration 28Q: 3 clusters Score -375915.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -375922.406250 Penalty: 2613.040527
	Iteration 29Q: 3 clusters Score -375922.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -375926.968750 Penalty: 2613.040527
	Iteration 30Q: 3 clusters Score -375927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -375930.531250 Penalty: 2613.040527
	Iteration 31Q: 3 clusters Score -375930.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -375934.062500 Penalty: 2613.040527
	Iteration 32Q: 3 clusters Score -375934.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -375936.250000 Penalty: 2613.040527
	Iteration 33Q: 3 clusters Score -375936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -375936.968750 Penalty: 2613.040527
	Iteration 34Q: 3 clusters Score -375937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -375937.656250 Penalty: 2613.040527
	Iteration 35Q: 3 clusters Score -375937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -375939.125000 Penalty: 2613.040527
	Iteration 36Q: 3 clusters Score -375939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -375939.593750 Penalty: 2613.040527
	Iteration 37Q: 3 clusters Score -375939.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -375943.125000 Penalty: 2613.040527
	Iteration 38Q: 3 clusters Score -375943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -375944.718750 Penalty: 2613.040527
	Iteration 39Q: 3 clusters Score -375944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -375948.343750 Penalty: 2613.040527
	Iteration 40F: 3 clusters Score -375948.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -375951.000000 Penalty: 2613.040527
	Iteration 41Q: 3 clusters Score -375951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -375954.125000 Penalty: 2613.040527
	Iteration 42Q: 3 clusters Score -375954.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -375957.031250 Penalty: 2613.040527
	Iteration 43Q: 3 clusters Score -375957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -375958.968750 Penalty: 2613.040527
	Iteration 44Q: 3 clusters Score -375959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -375959.250000 Penalty: 2613.040527
	Iteration 45Q: 3 clusters Score -375959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -375961.406250 Penalty: 2613.040527
	Iteration 46Q: 3 clusters Score -375961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -375961.625000 Penalty: 2613.040527
	Iteration 47Q: 3 clusters Score -375961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -375962.000000 Penalty: 2613.040527
	Iteration 48Q: 3 clusters Score -375962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -375962.000000 Penalty: 2613.040527
	Iteration 49F: 3 clusters Score -375962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -51736.347656 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -51736.35 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 163 members 
Entering Unmasked Estep 
Score: -50805.445312 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -50805.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50898.683594 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -50898.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50921.250000 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -50921.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50921.250000 Penalty: 1874.704346
	Iteration 3F: 3 clusters Score -50921.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (80650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Entering Unmasked Estep 
Score: -10390599.000000 Penalty: 1835.904541
	Iteration 0F: 2 clusters Score -1.03906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -10338016.000000 Penalty: 3671.809082
	Iteration 0F: 3 clusters Score -1.033802e+07 nChanged 38364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -10360760.000000 Penalty: 3671.809082
	Iteration 1F: 3 clusters Score -1.036076e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -10362190.000000 Penalty: 3671.809082
	Iteration 2Q: 3 clusters Score -1.036219e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -10364904.000000 Penalty: 3671.809082
	Iteration 3F: 3 clusters Score -1.03649e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -10369151.000000 Penalty: 3671.809082
	Iteration 4F: 3 clusters Score -1.036915e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -10375121.000000 Penalty: 3671.809082
	Iteration 5F: 3 clusters Score -1.037512e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -10381665.000000 Penalty: 3671.809082
	Iteration 6F: 3 clusters Score -1.038166e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -10386065.000000 Penalty: 3671.809082
	Iteration 7F: 3 clusters Score -1.038606e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -10387974.000000 Penalty: 3671.809082
	Iteration 8Q: 3 clusters Score -1.038797e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -10388576.000000 Penalty: 3671.809082
	Iteration 9Q: 3 clusters Score -1.038858e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -10388813.000000 Penalty: 3671.809082
	Iteration 10Q: 3 clusters Score -1.038881e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -10388868.000000 Penalty: 3671.809082
	Iteration 11Q: 3 clusters Score -1.038887e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -10388920.000000 Penalty: 3671.809082
	Iteration 12Q: 3 clusters Score -1.038892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -10388933.000000 Penalty: 3671.809082
	Iteration 13Q: 3 clusters Score -1.038893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -10388940.000000 Penalty: 3671.809082
	Iteration 14Q: 3 clusters Score -1.038894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -10388942.000000 Penalty: 3671.809082
	Iteration 15Q: 3 clusters Score -1.038894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -10388939.000000 Penalty: 3671.809082
	Iteration 16Q: 3 clusters Score -1.038894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -10388950.000000 Penalty: 3671.809082
	Iteration 17Q: 3 clusters Score -1.038895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -10388954.000000 Penalty: 3671.809082
	Iteration 18Q: 3 clusters Score -1.038895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -10388954.000000 Penalty: 3671.809082
	Iteration 19F: 3 clusters Score -1.038895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -863579.687500 Penalty: 1433.339722
	Iteration 0F: 2 clusters Score -863579.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -858474.375000 Penalty: 2866.679443
	Iteration 0F: 3 clusters Score -858474.4 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -859965.437500 Penalty: 2866.679443
	Iteration 1F: 3 clusters Score -859965.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -860159.812500 Penalty: 2866.679443
	Iteration 2F: 3 clusters Score -860159.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -860316.562500 Penalty: 2866.679443
	Iteration 3Q: 3 clusters Score -860316.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -860451.312500 Penalty: 2866.679443
	Iteration 4Q: 3 clusters Score -860451.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -860581.437500 Penalty: 2866.679443
	Iteration 5Q: 3 clusters Score -860581.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -860708.812500 Penalty: 2866.679443
	Iteration 6Q: 3 clusters Score -860708.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -860854.000000 Penalty: 2866.679443
	Iteration 7Q: 3 clusters Score -860854 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -861005.937500 Penalty: 2866.679443
	Iteration 8Q: 3 clusters Score -861005.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -861167.250000 Penalty: 2866.679443
	Iteration 9Q: 3 clusters Score -861167.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -861336.437500 Penalty: 2866.679443
	Iteration 10Q: 3 clusters Score -861336.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -861515.687500 Penalty: 2866.679443
	Iteration 11Q: 3 clusters Score -861515.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -861666.125000 Penalty: 2866.679443
	Iteration 12Q: 3 clusters Score -861666.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -861812.562500 Penalty: 2866.679443
	Iteration 13Q: 3 clusters Score -861812.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -861934.312500 Penalty: 2866.679443
	Iteration 14Q: 3 clusters Score -861934.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -862048.875000 Penalty: 2866.679443
	Iteration 15Q: 3 clusters Score -862048.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -862128.375000 Penalty: 2866.679443
	Iteration 16Q: 3 clusters Score -862128.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -862190.500000 Penalty: 2866.679443
	Iteration 17Q: 3 clusters Score -862190.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -862228.625000 Penalty: 2866.679443
	Iteration 18Q: 3 clusters Score -862228.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -862254.562500 Penalty: 2866.679443
	Iteration 19Q: 3 clusters Score -862254.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -862273.062500 Penalty: 2866.679443
	Iteration 20F: 3 clusters Score -862273.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -862296.500000 Penalty: 2866.679443
	Iteration 21Q: 3 clusters Score -862296.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -862305.812500 Penalty: 2866.679443
	Iteration 22Q: 3 clusters Score -862305.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -862312.812500 Penalty: 2866.679443
	Iteration 23Q: 3 clusters Score -862312.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -862317.312500 Penalty: 2866.679443
	Iteration 24Q: 3 clusters Score -862317.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -862319.812500 Penalty: 2866.679443
	Iteration 25Q: 3 clusters Score -862319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -862323.687500 Penalty: 2866.679443
	Iteration 26Q: 3 clusters Score -862323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -862324.375000 Penalty: 2866.679443
	Iteration 27Q: 3 clusters Score -862324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -862326.062500 Penalty: 2866.679443
	Iteration 28Q: 3 clusters Score -862326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -862326.875000 Penalty: 2866.679443
	Iteration 29Q: 3 clusters Score -862326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -862328.437500 Penalty: 2866.679443
	Iteration 30Q: 3 clusters Score -862328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -862329.125000 Penalty: 2866.679443
	Iteration 31Q: 3 clusters Score -862329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -862329.562500 Penalty: 2866.679443
	Iteration 32Q: 3 clusters Score -862329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -862332.187500 Penalty: 2866.679443
	Iteration 33Q: 3 clusters Score -862332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -862334.375000 Penalty: 2866.679443
	Iteration 34Q: 3 clusters Score -862334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -862334.125000 Penalty: 2866.679443
	Iteration 35Q: 3 clusters Score -862334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -862334.125000 Penalty: 2866.679443
	Iteration 36F: 3 clusters Score -862334.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -26311.878906 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -26311.88 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 121 members 
Entering Unmasked Estep 
Score: -25616.576172 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -25616.58 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25793.136719 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -25793.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25819.660156 Penalty: 1793.172119
	Iteration 2Q: 3 clusters Score -25819.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25840.078125 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -25840.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25864.669922 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -25864.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25876.425781 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -25876.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25887.876953 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -25887.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25889.728516 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -25889.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25891.103516 Penalty: 1793.172119
	Iteration 8Q: 3 clusters Score -25891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25891.664062 Penalty: 1793.172119
	Iteration 9Q: 3 clusters Score -25891.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25891.664062 Penalty: 1793.172119
	Iteration 10F: 3 clusters Score -25891.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (98522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Entering Unmasked Estep 
Score: -12621665.000000 Penalty: 1868.430786
	Iteration 0F: 2 clusters Score -1.262166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -12557341.000000 Penalty: 3736.861572
	Iteration 0F: 3 clusters Score -1.255734e+07 nChanged 47227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -12584871.000000 Penalty: 3736.861572
	Iteration 1F: 3 clusters Score -1.258487e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -12585696.000000 Penalty: 3736.861572
	Iteration 2Q: 3 clusters Score -1.25857e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -12586683.000000 Penalty: 3736.861572
	Iteration 3Q: 3 clusters Score -1.258668e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -12587938.000000 Penalty: 3736.861572
	Iteration 4Q: 3 clusters Score -1.258794e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -12589865.000000 Penalty: 3736.861572
	Iteration 5Q: 3 clusters Score -1.258986e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -12592876.000000 Penalty: 3736.861572
	Iteration 6F: 3 clusters Score -1.259288e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -12597052.000000 Penalty: 3736.861572
	Iteration 7F: 3 clusters Score -1.259705e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -12601725.000000 Penalty: 3736.861572
	Iteration 8F: 3 clusters Score -1.260172e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -12604480.000000 Penalty: 3736.861572
	Iteration 9F: 3 clusters Score -1.260448e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -12605282.000000 Penalty: 3736.861572
	Iteration 10Q: 3 clusters Score -1.260528e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -12605564.000000 Penalty: 3736.861572
	Iteration 11Q: 3 clusters Score -1.260556e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -12605720.000000 Penalty: 3736.861572
	Iteration 12Q: 3 clusters Score -1.260572e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -12605804.000000 Penalty: 3736.861572
	Iteration 13Q: 3 clusters Score -1.26058e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -12605948.000000 Penalty: 3736.861572
	Iteration 14Q: 3 clusters Score -1.260595e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -12606178.000000 Penalty: 3736.861572
	Iteration 15Q: 3 clusters Score -1.260618e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -12606408.000000 Penalty: 3736.861572
	Iteration 16Q: 3 clusters Score -1.260641e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -12606684.000000 Penalty: 3736.861572
	Iteration 17Q: 3 clusters Score -1.260668e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -12606949.000000 Penalty: 3736.861572
	Iteration 18Q: 3 clusters Score -1.260695e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -12607321.000000 Penalty: 3736.861572
	Iteration 19Q: 3 clusters Score -1.260732e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -12607729.000000 Penalty: 3736.861572
	Iteration 20F: 3 clusters Score -1.260773e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -12608180.000000 Penalty: 3736.861572
	Iteration 21Q: 3 clusters Score -1.260818e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -12608685.000000 Penalty: 3736.861572
	Iteration 22Q: 3 clusters Score -1.260868e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -12609276.000000 Penalty: 3736.861572
	Iteration 23Q: 3 clusters Score -1.260928e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -12609931.000000 Penalty: 3736.861572
	Iteration 24Q: 3 clusters Score -1.260993e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -12610616.000000 Penalty: 3736.861572
	Iteration 25Q: 3 clusters Score -1.261062e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -12611408.000000 Penalty: 3736.861572
	Iteration 26Q: 3 clusters Score -1.261141e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -12612235.000000 Penalty: 3736.861572
	Iteration 27Q: 3 clusters Score -1.261224e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -12613068.000000 Penalty: 3736.861572
	Iteration 28Q: 3 clusters Score -1.261307e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -12613958.000000 Penalty: 3736.861572
	Iteration 29Q: 3 clusters Score -1.261396e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -12614859.000000 Penalty: 3736.861572
	Iteration 30Q: 3 clusters Score -1.261486e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -12615681.000000 Penalty: 3736.861572
	Iteration 31Q: 3 clusters Score -1.261568e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -12616334.000000 Penalty: 3736.861572
	Iteration 32Q: 3 clusters Score -1.261633e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92564 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -12617022.000000 Penalty: 3736.861572
	Iteration 33Q: 3 clusters Score -1.261702e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -12617624.000000 Penalty: 3736.861572
	Iteration 34Q: 3 clusters Score -1.261762e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -12618211.000000 Penalty: 3736.861572
	Iteration 35Q: 3 clusters Score -1.261821e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -12618618.000000 Penalty: 3736.861572
	Iteration 36Q: 3 clusters Score -1.261862e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95972 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -12619011.000000 Penalty: 3736.861572
	Iteration 37Q: 3 clusters Score -1.261901e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -12619337.000000 Penalty: 3736.861572
	Iteration 38Q: 3 clusters Score -1.261934e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12619555.000000 Penalty: 3736.861572
	Iteration 39Q: 3 clusters Score -1.261956e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -12619721.000000 Penalty: 3736.861572
	Iteration 40F: 3 clusters Score -1.261972e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -12619842.000000 Penalty: 3736.861572
	Iteration 41Q: 3 clusters Score -1.261984e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12619938.000000 Penalty: 3736.861572
	Iteration 42Q: 3 clusters Score -1.261994e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12619991.000000 Penalty: 3736.861572
	Iteration 43Q: 3 clusters Score -1.261999e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12620040.000000 Penalty: 3736.861572
	Iteration 44Q: 3 clusters Score -1.262004e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12620068.000000 Penalty: 3736.861572
	Iteration 45Q: 3 clusters Score -1.262007e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12620084.000000 Penalty: 3736.861572
	Iteration 46Q: 3 clusters Score -1.262008e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12620108.000000 Penalty: 3736.861572
	Iteration 47Q: 3 clusters Score -1.262011e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97745 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12620105.000000 Penalty: 3736.861572
	Iteration 48Q: 3 clusters Score -1.26201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97764 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12620112.000000 Penalty: 3736.861572
	Iteration 49Q: 3 clusters Score -1.262011e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12620122.000000 Penalty: 3736.861572
	Iteration 50Q: 3 clusters Score -1.262012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -12620127.000000 Penalty: 3736.861572
	Iteration 51Q: 3 clusters Score -1.262013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12620148.000000 Penalty: 3736.861572
	Iteration 52Q: 3 clusters Score -1.262015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97807 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12620150.000000 Penalty: 3736.861572
	Iteration 53Q: 3 clusters Score -1.262015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97815 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12620156.000000 Penalty: 3736.861572
	Iteration 54Q: 3 clusters Score -1.262016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12620161.000000 Penalty: 3736.861572
	Iteration 55Q: 3 clusters Score -1.262016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12620164.000000 Penalty: 3736.861572
	Iteration 56Q: 3 clusters Score -1.262016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12620163.000000 Penalty: 3736.861572
	Iteration 57Q: 3 clusters Score -1.262016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97829 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12620167.000000 Penalty: 3736.861572
	Iteration 58Q: 3 clusters Score -1.262017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12620169.000000 Penalty: 3736.861572
	Iteration 59Q: 3 clusters Score -1.262017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12620169.000000 Penalty: 3736.861572
	Iteration 60F: 3 clusters Score -1.262017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -8715.384766 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -8715.385 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 120 members 
Entering Unmasked Estep 
Score: -8096.816895 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -8096.817 nChanged 63
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: -8300.744141 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -8300.744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8349.641602 Penalty: 1779.850586
	Iteration 2Q: 3 clusters Score -8349.642 nChanged 7
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: -8391.111328 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -8391.111 nChanged 5
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: -8411.459961 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -8411.46 nChanged 2
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: -8422.174805 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -8422.175 nChanged 2
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: -8424.092773 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -8424.093 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: -8424.233398 Penalty: 1779.850586
	Iteration 7Q: 3 clusters Score -8424.233 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: -8424.233398 Penalty: 1779.850586
	Iteration 8F: 3 clusters Score -8424.233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Entering Unmasked Estep 
Score: -4421828.000000 Penalty: 1695.916138
	Iteration 0F: 2 clusters Score -4421828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4398933.000000 Penalty: 3391.832275
	Iteration 0F: 3 clusters Score -4398933 nChanged 15757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4407595.500000 Penalty: 3391.832275
	Iteration 1F: 3 clusters Score -4407596 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4407973.000000 Penalty: 3391.832275
	Iteration 2Q: 3 clusters Score -4407973 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4408415.000000 Penalty: 3391.832275
	Iteration 3Q: 3 clusters Score -4408415 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -4408963.000000 Penalty: 3391.832275
	Iteration 4Q: 3 clusters Score -4408963 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -4409732.000000 Penalty: 3391.832275
	Iteration 5F: 3 clusters Score -4409732 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4410792.000000 Penalty: 3391.832275
	Iteration 6F: 3 clusters Score -4410792 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -4412285.500000 Penalty: 3391.832275
	Iteration 7F: 3 clusters Score -4412286 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4414135.500000 Penalty: 3391.832275
	Iteration 8F: 3 clusters Score -4414136 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -4416048.500000 Penalty: 3391.832275
	Iteration 9F: 3 clusters Score -4416048 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -4417528.500000 Penalty: 3391.832275
	Iteration 10Q: 3 clusters Score -4417528 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -4418290.000000 Penalty: 3391.832275
	Iteration 11Q: 3 clusters Score -4418290 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -4418609.000000 Penalty: 3391.832275
	Iteration 12Q: 3 clusters Score -4418609 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -4418781.500000 Penalty: 3391.832275
	Iteration 13Q: 3 clusters Score -4418782 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4418908.500000 Penalty: 3391.832275
	Iteration 14Q: 3 clusters Score -4418908 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4419053.500000 Penalty: 3391.832275
	Iteration 15Q: 3 clusters Score -4419054 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -4419175.000000 Penalty: 3391.832275
	Iteration 16Q: 3 clusters Score -4419175 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4419286.000000 Penalty: 3391.832275
	Iteration 17Q: 3 clusters Score -4419286 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4419359.500000 Penalty: 3391.832275
	Iteration 18Q: 3 clusters Score -4419360 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4419475.000000 Penalty: 3391.832275
	Iteration 19Q: 3 clusters Score -4419475 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4419539.000000 Penalty: 3391.832275
	Iteration 20F: 3 clusters Score -4419539 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4419607.500000 Penalty: 3391.832275
	Iteration 21Q: 3 clusters Score -4419608 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4419699.000000 Penalty: 3391.832275
	Iteration 22Q: 3 clusters Score -4419699 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4419785.000000 Penalty: 3391.832275
	Iteration 23Q: 3 clusters Score -4419785 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4419840.500000 Penalty: 3391.832275
	Iteration 24Q: 3 clusters Score -4419840 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4419909.500000 Penalty: 3391.832275
	Iteration 25Q: 3 clusters Score -4419910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4419949.500000 Penalty: 3391.832275
	Iteration 26Q: 3 clusters Score -4419950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4419971.000000 Penalty: 3391.832275
	Iteration 27Q: 3 clusters Score -4419971 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4420018.000000 Penalty: 3391.832275
	Iteration 28Q: 3 clusters Score -4420018 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4420053.500000 Penalty: 3391.832275
	Iteration 29Q: 3 clusters Score -4420054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4420071.000000 Penalty: 3391.832275
	Iteration 30Q: 3 clusters Score -4420071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4420098.500000 Penalty: 3391.832275
	Iteration 31Q: 3 clusters Score -4420098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4420114.500000 Penalty: 3391.832275
	Iteration 32Q: 3 clusters Score -4420114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4420134.500000 Penalty: 3391.832275
	Iteration 33Q: 3 clusters Score -4420134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4420156.500000 Penalty: 3391.832275
	Iteration 34Q: 3 clusters Score -4420156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4420168.000000 Penalty: 3391.832275
	Iteration 35Q: 3 clusters Score -4420168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4420187.000000 Penalty: 3391.832275
	Iteration 36Q: 3 clusters Score -4420187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4420223.500000 Penalty: 3391.832275
	Iteration 37Q: 3 clusters Score -4420224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4420246.500000 Penalty: 3391.832275
	Iteration 38Q: 3 clusters Score -4420246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4420261.000000 Penalty: 3391.832275
	Iteration 39Q: 3 clusters Score -4420261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4420268.000000 Penalty: 3391.832275
	Iteration 40F: 3 clusters Score -4420268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4420277.000000 Penalty: 3391.832275
	Iteration 41Q: 3 clusters Score -4420277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4420290.000000 Penalty: 3391.832275
	Iteration 42Q: 3 clusters Score -4420290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4420289.000000 Penalty: 3391.832275
	Iteration 43Q: 3 clusters Score -4420289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4420298.000000 Penalty: 3391.832275
	Iteration 44Q: 3 clusters Score -4420298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4420300.000000 Penalty: 3391.832275
	Iteration 45Q: 3 clusters Score -4420300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4420301.000000 Penalty: 3391.832275
	Iteration 46Q: 3 clusters Score -4420301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4420308.000000 Penalty: 3391.832275
	Iteration 47Q: 3 clusters Score -4420308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4420315.000000 Penalty: 3391.832275
	Iteration 48Q: 3 clusters Score -4420315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4420314.500000 Penalty: 3391.832275
	Iteration 49Q: 3 clusters Score -4420314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4420323.500000 Penalty: 3391.832275
	Iteration 50Q: 3 clusters Score -4420324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4420321.500000 Penalty: 3391.832275
	Iteration 51Q: 3 clusters Score -4420322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4420328.000000 Penalty: 3391.832275
	Iteration 52Q: 3 clusters Score -4420328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4420333.000000 Penalty: 3391.832275
	Iteration 53Q: 3 clusters Score -4420333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4420338.500000 Penalty: 3391.832275
	Iteration 54Q: 3 clusters Score -4420338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4420340.000000 Penalty: 3391.832275
	Iteration 55Q: 3 clusters Score -4420340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4420343.000000 Penalty: 3391.832275
	Iteration 56Q: 3 clusters Score -4420343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4420342.000000 Penalty: 3391.832275
	Iteration 57Q: 3 clusters Score -4420342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4420341.000000 Penalty: 3391.832275
	Iteration 58Q: 3 clusters Score -4420341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4420341.000000 Penalty: 3391.832275
	Iteration 59F: 3 clusters Score -4420341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Entering Unmasked Estep 
Score: -1289271.500000 Penalty: 1498.361572
	Iteration 0F: 2 clusters Score -1289272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1282114.500000 Penalty: 2996.723145
	Iteration 0F: 3 clusters Score -1282114 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1284469.875000 Penalty: 2996.723145
	Iteration 1F: 3 clusters Score -1284470 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1284703.125000 Penalty: 2996.723145
	Iteration 2F: 3 clusters Score -1284703 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1284920.125000 Penalty: 2996.723145
	Iteration 3Q: 3 clusters Score -1284920 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1285125.625000 Penalty: 2996.723145
	Iteration 4Q: 3 clusters Score -1285126 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1285345.000000 Penalty: 2996.723145
	Iteration 5Q: 3 clusters Score -1285345 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1285626.125000 Penalty: 2996.723145
	Iteration 6Q: 3 clusters Score -1285626 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1285954.875000 Penalty: 2996.723145
	Iteration 7Q: 3 clusters Score -1285955 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1286325.375000 Penalty: 2996.723145
	Iteration 8Q: 3 clusters Score -1286325 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1286735.000000 Penalty: 2996.723145
	Iteration 9Q: 3 clusters Score -1286735 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1287115.250000 Penalty: 2996.723145
	Iteration 10Q: 3 clusters Score -1287115 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1287428.875000 Penalty: 2996.723145
	Iteration 11Q: 3 clusters Score -1287429 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1287625.125000 Penalty: 2996.723145
	Iteration 12Q: 3 clusters Score -1287625 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1287741.750000 Penalty: 2996.723145
	Iteration 13Q: 3 clusters Score -1287742 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1287833.750000 Penalty: 2996.723145
	Iteration 14Q: 3 clusters Score -1287834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1287897.750000 Penalty: 2996.723145
	Iteration 15Q: 3 clusters Score -1287898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1287939.875000 Penalty: 2996.723145
	Iteration 16Q: 3 clusters Score -1287940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1287959.375000 Penalty: 2996.723145
	Iteration 17Q: 3 clusters Score -1287959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1287977.000000 Penalty: 2996.723145
	Iteration 18Q: 3 clusters Score -1287977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1287993.125000 Penalty: 2996.723145
	Iteration 19Q: 3 clusters Score -1287993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1288001.000000 Penalty: 2996.723145
	Iteration 20F: 3 clusters Score -1288001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1288004.750000 Penalty: 2996.723145
	Iteration 21Q: 3 clusters Score -1288005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1288005.500000 Penalty: 2996.723145
	Iteration 22Q: 3 clusters Score -1288006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1288009.125000 Penalty: 2996.723145
	Iteration 23Q: 3 clusters Score -1288009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1288009.875000 Penalty: 2996.723145
	Iteration 24Q: 3 clusters Score -1288010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1288013.000000 Penalty: 2996.723145
	Iteration 25Q: 3 clusters Score -1288013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1288013.000000 Penalty: 2996.723145
	Iteration 26Q: 3 clusters Score -1288013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1288013.000000 Penalty: 2996.723145
	Iteration 27F: 3 clusters Score -1288013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Entering Unmasked Estep 
Score: -888442.312500 Penalty: 1442.461182
	Iteration 0F: 2 clusters Score -888442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -883081.625000 Penalty: 2884.922363
	Iteration 0F: 3 clusters Score -883081.6 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -884663.937500 Penalty: 2884.922363
	Iteration 1F: 3 clusters Score -884663.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -884859.937500 Penalty: 2884.922363
	Iteration 2F: 3 clusters Score -884859.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -885016.062500 Penalty: 2884.922363
	Iteration 3F: 3 clusters Score -885016.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -885178.125000 Penalty: 2884.922363
	Iteration 4Q: 3 clusters Score -885178.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -885417.125000 Penalty: 2884.922363
	Iteration 5Q: 3 clusters Score -885417.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -885755.187500 Penalty: 2884.922363
	Iteration 6F: 3 clusters Score -885755.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -886189.750000 Penalty: 2884.922363
	Iteration 7F: 3 clusters Score -886189.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -886644.375000 Penalty: 2884.922363
	Iteration 8F: 3 clusters Score -886644.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -887018.187500 Penalty: 2884.922363
	Iteration 9F: 3 clusters Score -887018.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -887268.937500 Penalty: 2884.922363
	Iteration 10Q: 3 clusters Score -887268.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -887457.312500 Penalty: 2884.922363
	Iteration 11Q: 3 clusters Score -887457.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -887577.625000 Penalty: 2884.922363
	Iteration 12Q: 3 clusters Score -887577.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -887658.500000 Penalty: 2884.922363
	Iteration 13Q: 3 clusters Score -887658.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -887697.812500 Penalty: 2884.922363
	Iteration 14Q: 3 clusters Score -887697.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -887729.437500 Penalty: 2884.922363
	Iteration 15Q: 3 clusters Score -887729.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -887744.812500 Penalty: 2884.922363
	Iteration 16Q: 3 clusters Score -887744.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -887761.062500 Penalty: 2884.922363
	Iteration 17Q: 3 clusters Score -887761.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -887769.625000 Penalty: 2884.922363
	Iteration 18Q: 3 clusters Score -887769.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -887777.562500 Penalty: 2884.922363
	Iteration 19Q: 3 clusters Score -887777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -887781.125000 Penalty: 2884.922363
	Iteration 20F: 3 clusters Score -887781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -887782.375000 Penalty: 2884.922363
	Iteration 21Q: 3 clusters Score -887782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -887785.875000 Penalty: 2884.922363
	Iteration 22Q: 3 clusters Score -887785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -887786.875000 Penalty: 2884.922363
	Iteration 23Q: 3 clusters Score -887786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -887789.625000 Penalty: 2884.922363
	Iteration 24Q: 3 clusters Score -887789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -887789.875000 Penalty: 2884.922363
	Iteration 25Q: 3 clusters Score -887789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -887789.875000 Penalty: 2884.922363
	Iteration 26F: 3 clusters Score -887789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97125 members 
Entering Unmasked Estep 
Score: -12465899.000000 Penalty: 1866.110107
	Iteration 0F: 2 clusters Score -1.24659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -12403714.000000 Penalty: 3732.220215
	Iteration 0F: 3 clusters Score -1.240371e+07 nChanged 46613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -12430955.000000 Penalty: 3732.220215
	Iteration 1F: 3 clusters Score -1.243096e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -12432348.000000 Penalty: 3732.220215
	Iteration 2Q: 3 clusters Score -1.243235e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -12434559.000000 Penalty: 3732.220215
	Iteration 3F: 3 clusters Score -1.243456e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -12438317.000000 Penalty: 3732.220215
	Iteration 4F: 3 clusters Score -1.243832e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -12444075.000000 Penalty: 3732.220215
	Iteration 5F: 3 clusters Score -1.244408e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -12450532.000000 Penalty: 3732.220215
	Iteration 6F: 3 clusters Score -1.245053e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -12455545.000000 Penalty: 3732.220215
	Iteration 7F: 3 clusters Score -1.245554e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -12458191.000000 Penalty: 3732.220215
	Iteration 8Q: 3 clusters Score -1.245819e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -12459142.000000 Penalty: 3732.220215
	Iteration 9Q: 3 clusters Score -1.245914e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -12459649.000000 Penalty: 3732.220215
	Iteration 10Q: 3 clusters Score -1.245965e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -12460005.000000 Penalty: 3732.220215
	Iteration 11Q: 3 clusters Score -1.246e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -12460268.000000 Penalty: 3732.220215
	Iteration 12Q: 3 clusters Score -1.246027e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -12460532.000000 Penalty: 3732.220215
	Iteration 13Q: 3 clusters Score -1.246053e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -12460749.000000 Penalty: 3732.220215
	Iteration 14Q: 3 clusters Score -1.246075e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -12460907.000000 Penalty: 3732.220215
	Iteration 15Q: 3 clusters Score -1.246091e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -12461130.000000 Penalty: 3732.220215
	Iteration 16Q: 3 clusters Score -1.246113e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -12461328.000000 Penalty: 3732.220215
	Iteration 17Q: 3 clusters Score -1.246133e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -12461465.000000 Penalty: 3732.220215
	Iteration 18Q: 3 clusters Score -1.246146e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -12461648.000000 Penalty: 3732.220215
	Iteration 19Q: 3 clusters Score -1.246165e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -12461881.000000 Penalty: 3732.220215
	Iteration 20F: 3 clusters Score -1.246188e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -12462034.000000 Penalty: 3732.220215
	Iteration 21Q: 3 clusters Score -1.246203e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -12462224.000000 Penalty: 3732.220215
	Iteration 22Q: 3 clusters Score -1.246222e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -12462428.000000 Penalty: 3732.220215
	Iteration 23Q: 3 clusters Score -1.246243e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -12462573.000000 Penalty: 3732.220215
	Iteration 24Q: 3 clusters Score -1.246257e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -12462713.000000 Penalty: 3732.220215
	Iteration 25Q: 3 clusters Score -1.246271e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -12462891.000000 Penalty: 3732.220215
	Iteration 26Q: 3 clusters Score -1.246289e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -12463025.000000 Penalty: 3732.220215
	Iteration 27Q: 3 clusters Score -1.246302e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -12463122.000000 Penalty: 3732.220215
	Iteration 28Q: 3 clusters Score -1.246312e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -12463210.000000 Penalty: 3732.220215
	Iteration 29Q: 3 clusters Score -1.246321e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -12463394.000000 Penalty: 3732.220215
	Iteration 30Q: 3 clusters Score -1.246339e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -12463485.000000 Penalty: 3732.220215
	Iteration 31Q: 3 clusters Score -1.246348e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -12463631.000000 Penalty: 3732.220215
	Iteration 32Q: 3 clusters Score -1.246363e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -12463683.000000 Penalty: 3732.220215
	Iteration 33Q: 3 clusters Score -1.246368e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -12463782.000000 Penalty: 3732.220215
	Iteration 34Q: 3 clusters Score -1.246378e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 94376 members 
Entering Unmasked Estep 
Score: -12463855.000000 Penalty: 3732.220215
	Iteration 35Q: 3 clusters Score -1.246386e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -12463943.000000 Penalty: 3732.220215
	Iteration 36Q: 3 clusters Score -1.246394e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -12464048.000000 Penalty: 3732.220215
	Iteration 37Q: 3 clusters Score -1.246405e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -12464071.000000 Penalty: 3732.220215
	Iteration 38Q: 3 clusters Score -1.246407e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -12464110.000000 Penalty: 3732.220215
	Iteration 39Q: 3 clusters Score -1.246411e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -12464109.000000 Penalty: 3732.220215
	Iteration 40F: 3 clusters Score -1.246411e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -12464143.000000 Penalty: 3732.220215
	Iteration 41Q: 3 clusters Score -1.246414e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
Score: -12464152.000000 Penalty: 3732.220215
	Iteration 42Q: 3 clusters Score -1.246415e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -12464158.000000 Penalty: 3732.220215
	Iteration 43Q: 3 clusters Score -1.246416e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -12464159.000000 Penalty: 3732.220215
	Iteration 44Q: 3 clusters Score -1.246416e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 95755 members 
Entering Unmasked Estep 
Score: -12464163.000000 Penalty: 3732.220215
	Iteration 45Q: 3 clusters Score -1.246416e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 95839 members 
Entering Unmasked Estep 
Score: -12464193.000000 Penalty: 3732.220215
	Iteration 46Q: 3 clusters Score -1.246419e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -12464208.000000 Penalty: 3732.220215
	Iteration 47Q: 3 clusters Score -1.246421e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -12464238.000000 Penalty: 3732.220215
	Iteration 48Q: 3 clusters Score -1.246424e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 96009 members 
Entering Unmasked Estep 
Score: -12464281.000000 Penalty: 3732.220215
	Iteration 49Q: 3 clusters Score -1.246428e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -12464289.000000 Penalty: 3732.220215
	Iteration 50Q: 3 clusters Score -1.246429e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -12464293.000000 Penalty: 3732.220215
	Iteration 51Q: 3 clusters Score -1.246429e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -12464290.000000 Penalty: 3732.220215
	Iteration 52Q: 3 clusters Score -1.246429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 96135 members 
Entering Unmasked Estep 
Score: -12464282.000000 Penalty: 3732.220215
	Iteration 53Q: 3 clusters Score -1.246428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 96154 members 
Entering Unmasked Estep 
Score: -12464299.000000 Penalty: 3732.220215
	Iteration 54Q: 3 clusters Score -1.24643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -12464297.000000 Penalty: 3732.220215
	Iteration 55Q: 3 clusters Score -1.24643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 96188 members 
Entering Unmasked Estep 
Score: -12464307.000000 Penalty: 3732.220215
	Iteration 56Q: 3 clusters Score -1.246431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -12464308.000000 Penalty: 3732.220215
	Iteration 57Q: 3 clusters Score -1.246431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -12464311.000000 Penalty: 3732.220215
	Iteration 58Q: 3 clusters Score -1.246431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -12464299.000000 Penalty: 3732.220215
	Iteration 59Q: 3 clusters Score -1.24643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -12464316.000000 Penalty: 3732.220215
	Iteration 60F: 3 clusters Score -1.246432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -12464323.000000 Penalty: 3732.220215
	Iteration 61Q: 3 clusters Score -1.246432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -12464327.000000 Penalty: 3732.220215
	Iteration 62Q: 3 clusters Score -1.246433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -12464324.000000 Penalty: 3732.220215
	Iteration 63Q: 3 clusters Score -1.246432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -12464331.000000 Penalty: 3732.220215
	Iteration 64Q: 3 clusters Score -1.246433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -12464330.000000 Penalty: 3732.220215
	Iteration 65Q: 3 clusters Score -1.246433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -12464334.000000 Penalty: 3732.220215
	Iteration 66Q: 3 clusters Score -1.246433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 96333 members 
Entering Unmasked Estep 
Score: -12464322.000000 Penalty: 3732.220215
	Iteration 67Q: 3 clusters Score -1.246432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -12464332.000000 Penalty: 3732.220215
	Iteration 68Q: 3 clusters Score -1.246433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 96341 members 
Entering Unmasked Estep 
Score: -12464331.000000 Penalty: 3732.220215
	Iteration 69Q: 3 clusters Score -1.246433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -12464326.000000 Penalty: 3732.220215
	Iteration 70Q: 3 clusters Score -1.246433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -12464334.000000 Penalty: 3732.220215
	Iteration 71Q: 3 clusters Score -1.246433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 96346 members 
Entering Unmasked Estep 
Score: -12464326.000000 Penalty: 3732.220215
	Iteration 72Q: 3 clusters Score -1.246433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -12464333.000000 Penalty: 3732.220215
	Iteration 73Q: 3 clusters Score -1.246433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -12464337.000000 Penalty: 3732.220215
	Iteration 74Q: 3 clusters Score -1.246434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 96357 members 
Entering Unmasked Estep 
Score: -12464346.000000 Penalty: 3732.220215
	Iteration 75Q: 3 clusters Score -1.246435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 96362 members 
Entering Unmasked Estep 
Score: -12464351.000000 Penalty: 3732.220215
	Iteration 76Q: 3 clusters Score -1.246435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -12464353.000000 Penalty: 3732.220215
	Iteration 77Q: 3 clusters Score -1.246435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -12464353.000000 Penalty: 3732.220215
	Iteration 78Q: 3 clusters Score -1.246435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -12464353.000000 Penalty: 3732.220215
	Iteration 79Q: 3 clusters Score -1.246435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -12464360.000000 Penalty: 3732.220215
	Iteration 80F: 3 clusters Score -1.246436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
Score: -12464368.000000 Penalty: 3732.220215
	Iteration 81Q: 3 clusters Score -1.246437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 96387 members 
Entering Unmasked Estep 
Score: -12464369.000000 Penalty: 3732.220215
	Iteration 82Q: 3 clusters Score -1.246437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -12464367.000000 Penalty: 3732.220215
	Iteration 83Q: 3 clusters Score -1.246437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -12464376.000000 Penalty: 3732.220215
	Iteration 84Q: 3 clusters Score -1.246438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -12464378.000000 Penalty: 3732.220215
	Iteration 85Q: 3 clusters Score -1.246438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -12464390.000000 Penalty: 3732.220215
	Iteration 86Q: 3 clusters Score -1.246439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 96411 members 
Entering Unmasked Estep 
Score: -12464393.000000 Penalty: 3732.220215
	Iteration 87Q: 3 clusters Score -1.246439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -12464380.000000 Penalty: 3732.220215
	Iteration 88Q: 3 clusters Score -1.246438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 96420 members 
Entering Unmasked Estep 
Score: -12464390.000000 Penalty: 3732.220215
	Iteration 89Q: 3 clusters Score -1.246439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -12464385.000000 Penalty: 3732.220215
	Iteration 90Q: 3 clusters Score -1.246438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 96433 members 
Entering Unmasked Estep 
Score: -12464392.000000 Penalty: 3732.220215
	Iteration 91Q: 3 clusters Score -1.246439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -12464394.000000 Penalty: 3732.220215
	Iteration 92Q: 3 clusters Score -1.246439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -12464392.000000 Penalty: 3732.220215
	Iteration 93Q: 3 clusters Score -1.246439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -12464391.000000 Penalty: 3732.220215
	Iteration 94Q: 3 clusters Score -1.246439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -12464383.000000 Penalty: 3732.220215
	Iteration 95Q: 3 clusters Score -1.246438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 96446 members 
Entering Unmasked Estep 
Score: -12464383.000000 Penalty: 3732.220215
	Iteration 96Q: 3 clusters Score -1.246438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 96446 members 
Entering Unmasked Estep 
Score: -12464383.000000 Penalty: 3732.220215
	Iteration 97F: 3 clusters Score -1.246438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (99396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Entering Unmasked Estep 
Score: -12776754.000000 Penalty: 1869.865967
	Iteration 0F: 2 clusters Score -1.277675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -12712683.000000 Penalty: 3739.731934
	Iteration 0F: 3 clusters Score -1.271268e+07 nChanged 47564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -12740103.000000 Penalty: 3739.731934
	Iteration 1F: 3 clusters Score -1.27401e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -12740821.000000 Penalty: 3739.731934
	Iteration 2Q: 3 clusters Score -1.274082e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -12741736.000000 Penalty: 3739.731934
	Iteration 3Q: 3 clusters Score -1.274174e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -12742812.000000 Penalty: 3739.731934
	Iteration 4Q: 3 clusters Score -1.274281e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -12744026.000000 Penalty: 3739.731934
	Iteration 5Q: 3 clusters Score -1.274403e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -12745785.000000 Penalty: 3739.731934
	Iteration 6Q: 3 clusters Score -1.274578e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -12748475.000000 Penalty: 3739.731934
	Iteration 7Q: 3 clusters Score -1.274848e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -12752384.000000 Penalty: 3739.731934
	Iteration 8F: 3 clusters Score -1.275238e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -12756780.000000 Penalty: 3739.731934
	Iteration 9F: 3 clusters Score -1.275678e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -12760490.000000 Penalty: 3739.731934
	Iteration 10F: 3 clusters Score -1.276049e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -12762306.000000 Penalty: 3739.731934
	Iteration 11Q: 3 clusters Score -1.276231e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -12763035.000000 Penalty: 3739.731934
	Iteration 12Q: 3 clusters Score -1.276304e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -12763327.000000 Penalty: 3739.731934
	Iteration 13Q: 3 clusters Score -1.276333e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -12763606.000000 Penalty: 3739.731934
	Iteration 14Q: 3 clusters Score -1.276361e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -12763904.000000 Penalty: 3739.731934
	Iteration 15Q: 3 clusters Score -1.27639e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -12764156.000000 Penalty: 3739.731934
	Iteration 16Q: 3 clusters Score -1.276416e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -12764470.000000 Penalty: 3739.731934
	Iteration 17Q: 3 clusters Score -1.276447e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -12764766.000000 Penalty: 3739.731934
	Iteration 18Q: 3 clusters Score -1.276477e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -12765084.000000 Penalty: 3739.731934
	Iteration 19Q: 3 clusters Score -1.276508e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -12765405.000000 Penalty: 3739.731934
	Iteration 20F: 3 clusters Score -1.27654e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -12765689.000000 Penalty: 3739.731934
	Iteration 21Q: 3 clusters Score -1.276569e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -12766014.000000 Penalty: 3739.731934
	Iteration 22Q: 3 clusters Score -1.276601e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -12766382.000000 Penalty: 3739.731934
	Iteration 23Q: 3 clusters Score -1.276638e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -12766802.000000 Penalty: 3739.731934
	Iteration 24Q: 3 clusters Score -1.27668e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 72904 members 
Entering Unmasked Estep 
Score: -12767136.000000 Penalty: 3739.731934
	Iteration 25Q: 3 clusters Score -1.276714e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -12767591.000000 Penalty: 3739.731934
	Iteration 26Q: 3 clusters Score -1.276759e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -12767967.000000 Penalty: 3739.731934
	Iteration 27Q: 3 clusters Score -1.276797e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -12768376.000000 Penalty: 3739.731934
	Iteration 28Q: 3 clusters Score -1.276838e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -12768725.000000 Penalty: 3739.731934
	Iteration 29Q: 3 clusters Score -1.276872e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -12769148.000000 Penalty: 3739.731934
	Iteration 30Q: 3 clusters Score -1.276915e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -12769679.000000 Penalty: 3739.731934
	Iteration 31Q: 3 clusters Score -1.276968e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
Score: -12770180.000000 Penalty: 3739.731934
	Iteration 32Q: 3 clusters Score -1.277018e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -12770701.000000 Penalty: 3739.731934
	Iteration 33Q: 3 clusters Score -1.27707e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -12771200.000000 Penalty: 3739.731934
	Iteration 34Q: 3 clusters Score -1.27712e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 88772 members 
Entering Unmasked Estep 
Score: -12771714.000000 Penalty: 3739.731934
	Iteration 35Q: 3 clusters Score -1.277171e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -12772202.000000 Penalty: 3739.731934
	Iteration 36Q: 3 clusters Score -1.27722e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -12772641.000000 Penalty: 3739.731934
	Iteration 37Q: 3 clusters Score -1.277264e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -12773041.000000 Penalty: 3739.731934
	Iteration 38Q: 3 clusters Score -1.277304e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -12773300.000000 Penalty: 3739.731934
	Iteration 39Q: 3 clusters Score -1.27733e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -12773624.000000 Penalty: 3739.731934
	Iteration 40F: 3 clusters Score -1.277362e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 95247 members 
Entering Unmasked Estep 
Score: -12773948.000000 Penalty: 3739.731934
	Iteration 41Q: 3 clusters Score -1.277395e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -12774286.000000 Penalty: 3739.731934
	Iteration 42Q: 3 clusters Score -1.277429e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -12774509.000000 Penalty: 3739.731934
	Iteration 43Q: 3 clusters Score -1.277451e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -12774748.000000 Penalty: 3739.731934
	Iteration 44Q: 3 clusters Score -1.277475e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -12774914.000000 Penalty: 3739.731934
	Iteration 45Q: 3 clusters Score -1.277491e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 97818 members 
Entering Unmasked Estep 
Score: -12774968.000000 Penalty: 3739.731934
	Iteration 46Q: 3 clusters Score -1.277497e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -12775025.000000 Penalty: 3739.731934
	Iteration 47Q: 3 clusters Score -1.277502e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -12775057.000000 Penalty: 3739.731934
	Iteration 48Q: 3 clusters Score -1.277506e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -12775091.000000 Penalty: 3739.731934
	Iteration 49Q: 3 clusters Score -1.277509e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -12775140.000000 Penalty: 3739.731934
	Iteration 50Q: 3 clusters Score -1.277514e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 98585 members 
Entering Unmasked Estep 
Score: -12775172.000000 Penalty: 3739.731934
	Iteration 51Q: 3 clusters Score -1.277517e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 98663 members 
Entering Unmasked Estep 
Score: -12775175.000000 Penalty: 3739.731934
	Iteration 52Q: 3 clusters Score -1.277518e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -12775178.000000 Penalty: 3739.731934
	Iteration 53Q: 3 clusters Score -1.277518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 98752 members 
Entering Unmasked Estep 
Score: -12775194.000000 Penalty: 3739.731934
	Iteration 54Q: 3 clusters Score -1.277519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -12775203.000000 Penalty: 3739.731934
	Iteration 55Q: 3 clusters Score -1.27752e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -12775220.000000 Penalty: 3739.731934
	Iteration 56Q: 3 clusters Score -1.277522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -12775223.000000 Penalty: 3739.731934
	Iteration 57Q: 3 clusters Score -1.277522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 98853 members 
Entering Unmasked Estep 
Score: -12775231.000000 Penalty: 3739.731934
	Iteration 58Q: 3 clusters Score -1.277523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 98864 members 
Entering Unmasked Estep 
Score: -12775235.000000 Penalty: 3739.731934
	Iteration 59Q: 3 clusters Score -1.277524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -12775237.000000 Penalty: 3739.731934
	Iteration 60F: 3 clusters Score -1.277524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 98883 members 
Entering Unmasked Estep 
Score: -12775250.000000 Penalty: 3739.731934
	Iteration 61Q: 3 clusters Score -1.277525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
Score: -12775250.000000 Penalty: 3739.731934
	Iteration 62Q: 3 clusters Score -1.277525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 98894 members 
Entering Unmasked Estep 
Score: -12775248.000000 Penalty: 3739.731934
	Iteration 63Q: 3 clusters Score -1.277525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 98900 members 
Entering Unmasked Estep 
Score: -12775250.000000 Penalty: 3739.731934
	Iteration 64Q: 3 clusters Score -1.277525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 98902 members 
Entering Unmasked Estep 
Score: -12775244.000000 Penalty: 3739.731934
	Iteration 65Q: 3 clusters Score -1.277524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 98908 members 
Entering Unmasked Estep 
Score: -12775255.000000 Penalty: 3739.731934
	Iteration 66Q: 3 clusters Score -1.277526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -12775258.000000 Penalty: 3739.731934
	Iteration 67Q: 3 clusters Score -1.277526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -12775259.000000 Penalty: 3739.731934
	Iteration 68Q: 3 clusters Score -1.277526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -12775263.000000 Penalty: 3739.731934
	Iteration 69Q: 3 clusters Score -1.277526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -12775263.000000 Penalty: 3739.731934
	Iteration 70F: 3 clusters Score -1.277526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30122.404297 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30122.4 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 142 members 
Entering Unmasked Estep 
Score: -29339.232422 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29339.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29486.224609 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29486.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29522.347656 Penalty: 1835.916626
	Iteration 2Q: 3 clusters Score -29522.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29534.978516 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -29534.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29549.607422 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29549.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29553.705078 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29553.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29555.650391 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -29555.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29555.650391 Penalty: 1835.916626
	Iteration 7F: 3 clusters Score -29555.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -18816.548828 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -18816.55 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 144 members 
Entering Unmasked Estep 
Score: -18065.865234 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -18065.87 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18422.228516 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -18422.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18499.183594 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -18499.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18546.275391 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -18546.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18573.171875 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -18573.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18581.710938 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -18581.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18586.341797 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -18586.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18594.273438 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -18594.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18598.644531 Penalty: 1840.462158
	Iteration 8Q: 3 clusters Score -18598.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18602.921875 Penalty: 1840.462158
	Iteration 9Q: 3 clusters Score -18602.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18602.921875 Penalty: 1840.462158
	Iteration 10F: 3 clusters Score -18602.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -31579.572266 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -31579.57 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 150 members 
Entering Unmasked Estep 
Score: -30720.208984 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -30720.21 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30885.498047 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -30885.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30954.359375 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -30954.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30971.535156 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -30971.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30990.628906 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -30990.63 nChanged 1
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: -30992.765625 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -30992.77 nChanged 0
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: -30992.765625 Penalty: 1889.592529
	Iteration 6F: 3 clusters Score -30992.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Entering Unmasked Estep 
Score: -526930.187500 Penalty: 1359.118896
	Iteration 0F: 2 clusters Score -526930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -523373.875000 Penalty: 2718.237793
	Iteration 0F: 3 clusters Score -523373.9 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -524350.562500 Penalty: 2718.237793
	Iteration 1F: 3 clusters Score -524350.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -524521.187500 Penalty: 2718.237793
	Iteration 2F: 3 clusters Score -524521.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -524640.000000 Penalty: 2718.237793
	Iteration 3F: 3 clusters Score -524640 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -524717.750000 Penalty: 2718.237793
	Iteration 4Q: 3 clusters Score -524717.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -524793.062500 Penalty: 2718.237793
	Iteration 5Q: 3 clusters Score -524793.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -524859.937500 Penalty: 2718.237793
	Iteration 6Q: 3 clusters Score -524859.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -524916.375000 Penalty: 2718.237793
	Iteration 7Q: 3 clusters Score -524916.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -524967.562500 Penalty: 2718.237793
	Iteration 8Q: 3 clusters Score -524967.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -525022.250000 Penalty: 2718.237793
	Iteration 9Q: 3 clusters Score -525022.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -525074.937500 Penalty: 2718.237793
	Iteration 10Q: 3 clusters Score -525074.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -525125.750000 Penalty: 2718.237793
	Iteration 11Q: 3 clusters Score -525125.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -525181.687500 Penalty: 2718.237793
	Iteration 12Q: 3 clusters Score -525181.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -525224.437500 Penalty: 2718.237793
	Iteration 13Q: 3 clusters Score -525224.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -525256.750000 Penalty: 2718.237793
	Iteration 14Q: 3 clusters Score -525256.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -525287.500000 Penalty: 2718.237793
	Iteration 15Q: 3 clusters Score -525287.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -525314.562500 Penalty: 2718.237793
	Iteration 16Q: 3 clusters Score -525314.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -525337.750000 Penalty: 2718.237793
	Iteration 17Q: 3 clusters Score -525337.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -525358.312500 Penalty: 2718.237793
	Iteration 18Q: 3 clusters Score -525358.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -525377.062500 Penalty: 2718.237793
	Iteration 19Q: 3 clusters Score -525377.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -525398.000000 Penalty: 2718.237793
	Iteration 20F: 3 clusters Score -525398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -525415.875000 Penalty: 2718.237793
	Iteration 21Q: 3 clusters Score -525415.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -525429.125000 Penalty: 2718.237793
	Iteration 22Q: 3 clusters Score -525429.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -525440.062500 Penalty: 2718.237793
	Iteration 23Q: 3 clusters Score -525440.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -525451.062500 Penalty: 2718.237793
	Iteration 24Q: 3 clusters Score -525451.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -525467.562500 Penalty: 2718.237793
	Iteration 25Q: 3 clusters Score -525467.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -525482.562500 Penalty: 2718.237793
	Iteration 26Q: 3 clusters Score -525482.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -525495.687500 Penalty: 2718.237793
	Iteration 27Q: 3 clusters Score -525495.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -525507.937500 Penalty: 2718.237793
	Iteration 28Q: 3 clusters Score -525507.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -525521.562500 Penalty: 2718.237793
	Iteration 29Q: 3 clusters Score -525521.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -525534.562500 Penalty: 2718.237793
	Iteration 30Q: 3 clusters Score -525534.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -525544.125000 Penalty: 2718.237793
	Iteration 31Q: 3 clusters Score -525544.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -525551.062500 Penalty: 2718.237793
	Iteration 32Q: 3 clusters Score -525551.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -525558.375000 Penalty: 2718.237793
	Iteration 33Q: 3 clusters Score -525558.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -525564.437500 Penalty: 2718.237793
	Iteration 34Q: 3 clusters Score -525564.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -525569.500000 Penalty: 2718.237793
	Iteration 35Q: 3 clusters Score -525569.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -525575.812500 Penalty: 2718.237793
	Iteration 36Q: 3 clusters Score -525575.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -525582.062500 Penalty: 2718.237793
	Iteration 37Q: 3 clusters Score -525582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -525585.750000 Penalty: 2718.237793
	Iteration 38Q: 3 clusters Score -525585.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -525592.000000 Penalty: 2718.237793
	Iteration 39Q: 3 clusters Score -525592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -525596.125000 Penalty: 2718.237793
	Iteration 40F: 3 clusters Score -525596.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -525601.500000 Penalty: 2718.237793
	Iteration 41Q: 3 clusters Score -525601.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -525603.500000 Penalty: 2718.237793
	Iteration 42Q: 3 clusters Score -525603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -525605.875000 Penalty: 2718.237793
	Iteration 43Q: 3 clusters Score -525605.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -525609.437500 Penalty: 2718.237793
	Iteration 44Q: 3 clusters Score -525609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -525609.875000 Penalty: 2718.237793
	Iteration 45Q: 3 clusters Score -525609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -525612.437500 Penalty: 2718.237793
	Iteration 46Q: 3 clusters Score -525612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -525613.875000 Penalty: 2718.237793
	Iteration 47Q: 3 clusters Score -525613.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -525615.500000 Penalty: 2718.237793
	Iteration 48Q: 3 clusters Score -525615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -525617.125000 Penalty: 2718.237793
	Iteration 49Q: 3 clusters Score -525617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -525618.187500 Penalty: 2718.237793
	Iteration 50Q: 3 clusters Score -525618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -525619.125000 Penalty: 2718.237793
	Iteration 51Q: 3 clusters Score -525619.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -525619.125000 Penalty: 2718.237793
	Iteration 52F: 3 clusters Score -525619.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Entering Unmasked Estep 
Score: -2102971.750000 Penalty: 1575.224976
	Iteration 0F: 2 clusters Score -2102972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2091722.500000 Penalty: 3150.449951
	Iteration 0F: 3 clusters Score -2091722 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2095653.875000 Penalty: 3150.449951
	Iteration 1F: 3 clusters Score -2095654 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2095921.875000 Penalty: 3150.449951
	Iteration 2Q: 3 clusters Score -2095922 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2096144.000000 Penalty: 3150.449951
	Iteration 3Q: 3 clusters Score -2096144 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2096357.500000 Penalty: 3150.449951
	Iteration 4Q: 3 clusters Score -2096358 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2096578.125000 Penalty: 3150.449951
	Iteration 5Q: 3 clusters Score -2096578 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2096837.250000 Penalty: 3150.449951
	Iteration 6Q: 3 clusters Score -2096837 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2097161.250000 Penalty: 3150.449951
	Iteration 7Q: 3 clusters Score -2097161 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2097588.500000 Penalty: 3150.449951
	Iteration 8Q: 3 clusters Score -2097588 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2098115.500000 Penalty: 3150.449951
	Iteration 9F: 3 clusters Score -2098116 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2098767.250000 Penalty: 3150.449951
	Iteration 10F: 3 clusters Score -2098767 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2099512.750000 Penalty: 3150.449951
	Iteration 11F: 3 clusters Score -2099513 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2100236.000000 Penalty: 3150.449951
	Iteration 12Q: 3 clusters Score -2100236 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2100722.000000 Penalty: 3150.449951
	Iteration 13Q: 3 clusters Score -2100722 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2100947.250000 Penalty: 3150.449951
	Iteration 14Q: 3 clusters Score -2100947 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2101093.250000 Penalty: 3150.449951
	Iteration 15Q: 3 clusters Score -2101093 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2101170.000000 Penalty: 3150.449951
	Iteration 16Q: 3 clusters Score -2101170 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2101220.250000 Penalty: 3150.449951
	Iteration 17Q: 3 clusters Score -2101220 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2101277.000000 Penalty: 3150.449951
	Iteration 18Q: 3 clusters Score -2101277 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2101306.250000 Penalty: 3150.449951
	Iteration 19Q: 3 clusters Score -2101306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2101336.500000 Penalty: 3150.449951
	Iteration 20F: 3 clusters Score -2101336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2101371.500000 Penalty: 3150.449951
	Iteration 21Q: 3 clusters Score -2101372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2101398.500000 Penalty: 3150.449951
	Iteration 22Q: 3 clusters Score -2101398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2101420.250000 Penalty: 3150.449951
	Iteration 23Q: 3 clusters Score -2101420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2101443.750000 Penalty: 3150.449951
	Iteration 24Q: 3 clusters Score -2101444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2101463.750000 Penalty: 3150.449951
	Iteration 25Q: 3 clusters Score -2101464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2101489.500000 Penalty: 3150.449951
	Iteration 26Q: 3 clusters Score -2101490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2101509.000000 Penalty: 3150.449951
	Iteration 27Q: 3 clusters Score -2101509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2101531.000000 Penalty: 3150.449951
	Iteration 28Q: 3 clusters Score -2101531 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2101545.250000 Penalty: 3150.449951
	Iteration 29Q: 3 clusters Score -2101545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2101562.000000 Penalty: 3150.449951
	Iteration 30Q: 3 clusters Score -2101562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2101578.250000 Penalty: 3150.449951
	Iteration 31Q: 3 clusters Score -2101578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2101583.750000 Penalty: 3150.449951
	Iteration 32Q: 3 clusters Score -2101584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2101594.750000 Penalty: 3150.449951
	Iteration 33Q: 3 clusters Score -2101595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2101603.750000 Penalty: 3150.449951
	Iteration 34Q: 3 clusters Score -2101604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2101614.500000 Penalty: 3150.449951
	Iteration 35Q: 3 clusters Score -2101614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2101622.250000 Penalty: 3150.449951
	Iteration 36Q: 3 clusters Score -2101622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2101626.750000 Penalty: 3150.449951
	Iteration 37Q: 3 clusters Score -2101627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2101633.250000 Penalty: 3150.449951
	Iteration 38Q: 3 clusters Score -2101633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2101632.500000 Penalty: 3150.449951
	Iteration 39Q: 3 clusters Score -2101632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2101634.500000 Penalty: 3150.449951
	Iteration 40F: 3 clusters Score -2101634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2101636.750000 Penalty: 3150.449951
	Iteration 41Q: 3 clusters Score -2101637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2101640.500000 Penalty: 3150.449951
	Iteration 42Q: 3 clusters Score -2101640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2101639.750000 Penalty: 3150.449951
	Iteration 43Q: 3 clusters Score -2101640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2101644.250000 Penalty: 3150.449951
	Iteration 44Q: 3 clusters Score -2101644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2101645.000000 Penalty: 3150.449951
	Iteration 45Q: 3 clusters Score -2101645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2101649.500000 Penalty: 3150.449951
	Iteration 46Q: 3 clusters Score -2101650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2101651.500000 Penalty: 3150.449951
	Iteration 47Q: 3 clusters Score -2101652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2101657.750000 Penalty: 3150.449951
	Iteration 48Q: 3 clusters Score -2101658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2101659.250000 Penalty: 3150.449951
	Iteration 49Q: 3 clusters Score -2101659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2101662.250000 Penalty: 3150.449951
	Iteration 50Q: 3 clusters Score -2101662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2101667.250000 Penalty: 3150.449951
	Iteration 51Q: 3 clusters Score -2101667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2101667.250000 Penalty: 3150.449951
	Iteration 52Q: 3 clusters Score -2101667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2101672.750000 Penalty: 3150.449951
	Iteration 53Q: 3 clusters Score -2101673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2101676.500000 Penalty: 3150.449951
	Iteration 54Q: 3 clusters Score -2101676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2101678.250000 Penalty: 3150.449951
	Iteration 55Q: 3 clusters Score -2101678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2101687.000000 Penalty: 3150.449951
	Iteration 56Q: 3 clusters Score -2101687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2101691.750000 Penalty: 3150.449951
	Iteration 57Q: 3 clusters Score -2101692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2101695.250000 Penalty: 3150.449951
	Iteration 58Q: 3 clusters Score -2101695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2101705.000000 Penalty: 3150.449951
	Iteration 59Q: 3 clusters Score -2101705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2101705.750000 Penalty: 3150.449951
	Iteration 60F: 3 clusters Score -2101706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2101706.750000 Penalty: 3150.449951
	Iteration 61Q: 3 clusters Score -2101707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2101708.250000 Penalty: 3150.449951
	Iteration 62Q: 3 clusters Score -2101708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2101710.750000 Penalty: 3150.449951
	Iteration 63Q: 3 clusters Score -2101711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2101711.750000 Penalty: 3150.449951
	Iteration 64Q: 3 clusters Score -2101712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2101713.750000 Penalty: 3150.449951
	Iteration 65Q: 3 clusters Score -2101714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2101715.750000 Penalty: 3150.449951
	Iteration 66Q: 3 clusters Score -2101716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2101718.250000 Penalty: 3150.449951
	Iteration 67Q: 3 clusters Score -2101718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2101723.500000 Penalty: 3150.449951
	Iteration 68Q: 3 clusters Score -2101724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2101727.750000 Penalty: 3150.449951
	Iteration 69Q: 3 clusters Score -2101728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2101727.250000 Penalty: 3150.449951
	Iteration 70Q: 3 clusters Score -2101727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2101731.750000 Penalty: 3150.449951
	Iteration 71Q: 3 clusters Score -2101732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2101734.250000 Penalty: 3150.449951
	Iteration 72Q: 3 clusters Score -2101734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2101733.000000 Penalty: 3150.449951
	Iteration 73Q: 3 clusters Score -2101733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2101738.750000 Penalty: 3150.449951
	Iteration 74Q: 3 clusters Score -2101739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2101739.000000 Penalty: 3150.449951
	Iteration 75Q: 3 clusters Score -2101739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2101741.000000 Penalty: 3150.449951
	Iteration 76Q: 3 clusters Score -2101741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2101745.750000 Penalty: 3150.449951
	Iteration 77Q: 3 clusters Score -2101746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2101748.750000 Penalty: 3150.449951
	Iteration 78Q: 3 clusters Score -2101749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2101749.750000 Penalty: 3150.449951
	Iteration 79Q: 3 clusters Score -2101750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2101752.750000 Penalty: 3150.449951
	Iteration 80F: 3 clusters Score -2101753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2101751.000000 Penalty: 3150.449951
	Iteration 81Q: 3 clusters Score -2101751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2101753.000000 Penalty: 3150.449951
	Iteration 82Q: 3 clusters Score -2101753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2101750.750000 Penalty: 3150.449951
	Iteration 83Q: 3 clusters Score -2101751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2101752.500000 Penalty: 3150.449951
	Iteration 84Q: 3 clusters Score -2101752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2101753.250000 Penalty: 3150.449951
	Iteration 85Q: 3 clusters Score -2101753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2101754.750000 Penalty: 3150.449951
	Iteration 86Q: 3 clusters Score -2101755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2101755.750000 Penalty: 3150.449951
	Iteration 87Q: 3 clusters Score -2101756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2101753.000000 Penalty: 3150.449951
	Iteration 88Q: 3 clusters Score -2101753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2101753.000000 Penalty: 3150.449951
	Iteration 89F: 3 clusters Score -2101753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Entering Unmasked Estep 
Score: -3055707.000000 Penalty: 1636.934204
	Iteration 0F: 2 clusters Score -3055707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3039623.250000 Penalty: 3273.868408
	Iteration 0F: 3 clusters Score -3039623 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3045633.750000 Penalty: 3273.868408
	Iteration 1F: 3 clusters Score -3045634 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3046135.250000 Penalty: 3273.868408
	Iteration 2F: 3 clusters Score -3046135 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3046737.750000 Penalty: 3273.868408
	Iteration 3Q: 3 clusters Score -3046738 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3047542.750000 Penalty: 3273.868408
	Iteration 4F: 3 clusters Score -3047543 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3048485.500000 Penalty: 3273.868408
	Iteration 5F: 3 clusters Score -3048486 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3049559.250000 Penalty: 3273.868408
	Iteration 6F: 3 clusters Score -3049559 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3050631.250000 Penalty: 3273.868408
	Iteration 7F: 3 clusters Score -3050631 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3051524.000000 Penalty: 3273.868408
	Iteration 8Q: 3 clusters Score -3051524 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3052149.000000 Penalty: 3273.868408
	Iteration 9Q: 3 clusters Score -3052149 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3052577.750000 Penalty: 3273.868408
	Iteration 10Q: 3 clusters Score -3052578 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3052914.000000 Penalty: 3273.868408
	Iteration 11Q: 3 clusters Score -3052914 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3053198.500000 Penalty: 3273.868408
	Iteration 12Q: 3 clusters Score -3053198 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3053432.000000 Penalty: 3273.868408
	Iteration 13Q: 3 clusters Score -3053432 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3053596.500000 Penalty: 3273.868408
	Iteration 14Q: 3 clusters Score -3053596 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3053740.250000 Penalty: 3273.868408
	Iteration 15Q: 3 clusters Score -3053740 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3053843.000000 Penalty: 3273.868408
	Iteration 16Q: 3 clusters Score -3053843 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3053927.000000 Penalty: 3273.868408
	Iteration 17Q: 3 clusters Score -3053927 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3053984.000000 Penalty: 3273.868408
	Iteration 18Q: 3 clusters Score -3053984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3054038.500000 Penalty: 3273.868408
	Iteration 19Q: 3 clusters Score -3054038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3054080.000000 Penalty: 3273.868408
	Iteration 20F: 3 clusters Score -3054080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3054112.000000 Penalty: 3273.868408
	Iteration 21Q: 3 clusters Score -3054112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3054141.750000 Penalty: 3273.868408
	Iteration 22Q: 3 clusters Score -3054142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3054159.250000 Penalty: 3273.868408
	Iteration 23Q: 3 clusters Score -3054159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3054177.250000 Penalty: 3273.868408
	Iteration 24Q: 3 clusters Score -3054177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3054183.500000 Penalty: 3273.868408
	Iteration 25Q: 3 clusters Score -3054184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3054195.000000 Penalty: 3273.868408
	Iteration 26Q: 3 clusters Score -3054195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3054212.500000 Penalty: 3273.868408
	Iteration 27Q: 3 clusters Score -3054212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3054216.750000 Penalty: 3273.868408
	Iteration 28Q: 3 clusters Score -3054217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3054229.000000 Penalty: 3273.868408
	Iteration 29Q: 3 clusters Score -3054229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3054237.000000 Penalty: 3273.868408
	Iteration 30Q: 3 clusters Score -3054237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3054244.750000 Penalty: 3273.868408
	Iteration 31Q: 3 clusters Score -3054245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3054262.750000 Penalty: 3273.868408
	Iteration 32Q: 3 clusters Score -3054263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3054265.500000 Penalty: 3273.868408
	Iteration 33Q: 3 clusters Score -3054266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3054273.500000 Penalty: 3273.868408
	Iteration 34Q: 3 clusters Score -3054274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3054282.250000 Penalty: 3273.868408
	Iteration 35Q: 3 clusters Score -3054282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3054289.750000 Penalty: 3273.868408
	Iteration 36Q: 3 clusters Score -3054290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3054296.250000 Penalty: 3273.868408
	Iteration 37Q: 3 clusters Score -3054296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3054301.250000 Penalty: 3273.868408
	Iteration 38Q: 3 clusters Score -3054301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3054305.250000 Penalty: 3273.868408
	Iteration 39Q: 3 clusters Score -3054305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3054305.500000 Penalty: 3273.868408
	Iteration 40F: 3 clusters Score -3054306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3054303.250000 Penalty: 3273.868408
	Iteration 41Q: 3 clusters Score -3054303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3054305.250000 Penalty: 3273.868408
	Iteration 42Q: 3 clusters Score -3054305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3054306.500000 Penalty: 3273.868408
	Iteration 43Q: 3 clusters Score -3054306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3054310.000000 Penalty: 3273.868408
	Iteration 44Q: 3 clusters Score -3054310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3054310.000000 Penalty: 3273.868408
	Iteration 45F: 3 clusters Score -3054310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -113059.085938 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -113059.1 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 488 members 
Entering Unmasked Estep 
Score: -111685.570312 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -111685.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -112002.609375 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -112002.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -112089.984375 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -112090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -112151.007812 Penalty: 2230.056152
	Iteration 3Q: 3 clusters Score -112151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112195.609375 Penalty: 2230.056152
	Iteration 4Q: 3 clusters Score -112195.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -112219.171875 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -112219.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112232.398438 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -112232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -112243.500000 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -112243.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112256.117188 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -112256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112268.539062 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -112268.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -112281.515625 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -112281.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112293.757812 Penalty: 2230.056152
	Iteration 11Q: 3 clusters Score -112293.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112302.765625 Penalty: 2230.056152
	Iteration 12Q: 3 clusters Score -112302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112305.156250 Penalty: 2230.056152
	Iteration 13Q: 3 clusters Score -112305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -112307.453125 Penalty: 2230.056152
	Iteration 14Q: 3 clusters Score -112307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112310.078125 Penalty: 2230.056152
	Iteration 15Q: 3 clusters Score -112310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112311.679688 Penalty: 2230.056152
	Iteration 16Q: 3 clusters Score -112311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -112313.351562 Penalty: 2230.056152
	Iteration 17Q: 3 clusters Score -112313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -112313.960938 Penalty: 2230.056152
	Iteration 18Q: 3 clusters Score -112314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -112313.960938 Penalty: 2230.056152
	Iteration 19F: 3 clusters Score -112314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -18777.537109 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -18777.54 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: -18122.158203 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -18122.16 nChanged 37
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: -18265.332031 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -18265.33 nChanged 13
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: -18306.931641 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -18306.93 nChanged 6
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: -18319.923828 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -18319.92 nChanged 4
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: -18327.361328 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -18327.36 nChanged 1
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: -18328.593750 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -18328.59 nChanged 0
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: -18328.593750 Penalty: 1728.389038
	Iteration 6F: 3 clusters Score -18328.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 22907 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80650 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98522 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34078 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 97125 members 
Mstep: Class 14 contains 99396 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 16215 members 
Mstep: Class 20 contains 23705 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540632.000000 Penalty: 47263.542969
Iteration 439Q: 23 clusters Score -6.954063e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 22911 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80661 members 
Mstep: Class 6 contains 6764 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98502 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34106 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 97146 members 
Mstep: Class 14 contains 99382 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 16218 members 
Mstep: Class 20 contains 23694 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540624.000000 Penalty: 47263.542969
Iteration 440F: 23 clusters Score -6.954062e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 22912 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80665 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98508 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34128 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 97155 members 
Mstep: Class 14 contains 99370 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 16221 members 
Mstep: Class 20 contains 23682 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540568.000000 Penalty: 47263.542969
Iteration 441Q: 23 clusters Score -6.954057e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 22912 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80668 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98505 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34156 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 97156 members 
Mstep: Class 14 contains 99357 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 23674 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540576.000000 Penalty: 47263.542969
Iteration 442Q: 23 clusters Score -6.954058e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 22903 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80672 members 
Mstep: Class 6 contains 6748 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98518 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34177 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 97157 members 
Mstep: Class 14 contains 99343 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 16242 members 
Mstep: Class 20 contains 23667 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540472.000000 Penalty: 47263.542969
Iteration 443Q: 23 clusters Score -6.954047e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 22903 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80670 members 
Mstep: Class 6 contains 6745 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98516 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34198 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 97156 members 
Mstep: Class 14 contains 99342 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 16248 members 
Mstep: Class 20 contains 23661 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540680.000000 Penalty: 47263.542969
Iteration 444Q: 23 clusters Score -6.954068e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 22900 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80671 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98509 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34222 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 97158 members 
Mstep: Class 14 contains 99336 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 16260 members 
Mstep: Class 20 contains 23647 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540680.000000 Penalty: 47263.542969
Iteration 445Q: 23 clusters Score -6.954068e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 22902 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80668 members 
Mstep: Class 6 contains 6735 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98505 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34242 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 97158 members 
Mstep: Class 14 contains 99319 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4297 members 
Mstep: Class 19 contains 16274 members 
Mstep: Class 20 contains 23649 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540768.000000 Penalty: 47263.542969
Iteration 446Q: 23 clusters Score -6.954077e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80674 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98502 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34259 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 97162 members 
Mstep: Class 14 contains 99318 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 16280 members 
Mstep: Class 20 contains 23633 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540688.000000 Penalty: 47263.542969
Iteration 447Q: 23 clusters Score -6.954069e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 22904 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80676 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98508 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34271 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 97157 members 
Mstep: Class 14 contains 99310 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4303 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 23627 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540744.000000 Penalty: 47263.542969
Iteration 448Q: 23 clusters Score -6.954074e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 22899 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80683 members 
Mstep: Class 6 contains 6725 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98509 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34285 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 97157 members 
Mstep: Class 14 contains 99314 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 16286 members 
Mstep: Class 20 contains 23620 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540664.000000 Penalty: 47263.542969
Iteration 449Q: 23 clusters Score -6.954066e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 22892 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80685 members 
Mstep: Class 6 contains 6725 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98511 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34303 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97162 members 
Mstep: Class 14 contains 99309 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 16286 members 
Mstep: Class 20 contains 23621 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540656.000000 Penalty: 47263.542969
Iteration 450Q: 23 clusters Score -6.954066e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 22891 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80686 members 
Mstep: Class 6 contains 6720 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98522 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34317 members 
Mstep: Class 11 contains 10093 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97165 members 
Mstep: Class 14 contains 99304 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4314 members 
Mstep: Class 19 contains 16286 members 
Mstep: Class 20 contains 23612 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540696.000000 Penalty: 47263.542969
Iteration 451Q: 23 clusters Score -6.95407e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 22888 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80686 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98534 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34336 members 
Mstep: Class 11 contains 10091 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 97156 members 
Mstep: Class 14 contains 99299 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4321 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 23608 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540688.000000 Penalty: 47263.542969
Iteration 452Q: 23 clusters Score -6.954069e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 22883 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80684 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98545 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34357 members 
Mstep: Class 11 contains 10091 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 97153 members 
Mstep: Class 14 contains 99295 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 16302 members 
Mstep: Class 20 contains 23595 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540816.000000 Penalty: 47263.542969
Iteration 453Q: 23 clusters Score -6.954082e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 22879 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80691 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98559 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34370 members 
Mstep: Class 11 contains 10089 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 97153 members 
Mstep: Class 14 contains 99286 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 16312 members 
Mstep: Class 20 contains 23581 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540840.000000 Penalty: 47263.542969
Iteration 454Q: 23 clusters Score -6.954084e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 22878 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80692 members 
Mstep: Class 6 contains 6707 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 98578 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34381 members 
Mstep: Class 11 contains 10086 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 97151 members 
Mstep: Class 14 contains 99285 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 16320 members 
Mstep: Class 20 contains 23571 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540824.000000 Penalty: 47263.542969
Iteration 455Q: 23 clusters Score -6.954082e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 22873 members 
Mstep: Class 3 contains 3110 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80699 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98587 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34395 members 
Mstep: Class 11 contains 10085 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 97152 members 
Mstep: Class 14 contains 99286 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 16331 members 
Mstep: Class 20 contains 23556 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540784.000000 Penalty: 47263.542969
Iteration 456Q: 23 clusters Score -6.954078e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 22879 members 
Mstep: Class 3 contains 3110 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80703 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98599 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34413 members 
Mstep: Class 11 contains 10084 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 97153 members 
Mstep: Class 14 contains 99282 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4323 members 
Mstep: Class 19 contains 16340 members 
Mstep: Class 20 contains 23538 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540864.000000 Penalty: 47263.542969
Iteration 457Q: 23 clusters Score -6.954086e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 22878 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80704 members 
Mstep: Class 6 contains 6704 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98616 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34432 members 
Mstep: Class 11 contains 10084 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 97156 members 
Mstep: Class 14 contains 99281 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4325 members 
Mstep: Class 19 contains 16346 members 
Mstep: Class 20 contains 23517 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540896.000000 Penalty: 47263.542969
Iteration 458Q: 23 clusters Score -6.95409e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 22878 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80706 members 
Mstep: Class 6 contains 6700 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98635 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34454 members 
Mstep: Class 11 contains 10085 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 97153 members 
Mstep: Class 14 contains 99272 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4325 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 23513 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540896.000000 Penalty: 47263.542969
Iteration 459Q: 23 clusters Score -6.95409e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 22885 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80699 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98650 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34471 members 
Mstep: Class 11 contains 10086 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 97157 members 
Mstep: Class 14 contains 99254 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 16360 members 
Mstep: Class 20 contains 23508 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540840.000000 Penalty: 47263.542969
Iteration 460F: 23 clusters Score -6.954084e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 22888 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80698 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98657 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34486 members 
Mstep: Class 11 contains 10085 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 97170 members 
Mstep: Class 14 contains 99237 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 16365 members 
Mstep: Class 20 contains 23505 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540784.000000 Penalty: 47263.542969
Iteration 461Q: 23 clusters Score -6.954078e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 22891 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80697 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98660 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34501 members 
Mstep: Class 11 contains 10081 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 97170 members 
Mstep: Class 14 contains 99230 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 23507 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540872.000000 Penalty: 47263.542969
Iteration 462Q: 23 clusters Score -6.954087e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 22892 members 
Mstep: Class 3 contains 3112 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80695 members 
Mstep: Class 6 contains 6695 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98659 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 10080 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 97187 members 
Mstep: Class 14 contains 99214 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 16376 members 
Mstep: Class 20 contains 23509 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540808.000000 Penalty: 47263.542969
Iteration 463Q: 23 clusters Score -6.954081e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 22894 members 
Mstep: Class 3 contains 3112 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80692 members 
Mstep: Class 6 contains 6693 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98655 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 10076 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 97190 members 
Mstep: Class 14 contains 99188 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4325 members 
Mstep: Class 19 contains 16377 members 
Mstep: Class 20 contains 23526 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540792.000000 Penalty: 47263.542969
Iteration 464Q: 23 clusters Score -6.954079e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 22894 members 
Mstep: Class 3 contains 3109 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80691 members 
Mstep: Class 6 contains 6692 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98655 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34573 members 
Mstep: Class 11 contains 10075 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 97199 members 
Mstep: Class 14 contains 99172 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 16379 members 
Mstep: Class 20 contains 23528 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540848.000000 Penalty: 47263.542969
Iteration 465Q: 23 clusters Score -6.954085e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 22899 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80692 members 
Mstep: Class 6 contains 6692 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98649 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34602 members 
Mstep: Class 11 contains 10075 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 97201 members 
Mstep: Class 14 contains 99143 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 16381 members 
Mstep: Class 20 contains 23530 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540864.000000 Penalty: 47263.542969
Iteration 466Q: 23 clusters Score -6.954086e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 22912 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80692 members 
Mstep: Class 6 contains 6691 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98647 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34625 members 
Mstep: Class 11 contains 10073 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 97192 members 
Mstep: Class 14 contains 99138 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 16386 members 
Mstep: Class 20 contains 23522 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540824.000000 Penalty: 47263.542969
Iteration 467Q: 23 clusters Score -6.954082e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 22913 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80686 members 
Mstep: Class 6 contains 6692 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98650 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 11 contains 10071 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 97189 members 
Mstep: Class 14 contains 99130 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 16387 members 
Mstep: Class 20 contains 23524 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540800.000000 Penalty: 47263.542969
Iteration 468Q: 23 clusters Score -6.95408e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 22911 members 
Mstep: Class 3 contains 3113 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80686 members 
Mstep: Class 6 contains 6691 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98644 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34677 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 97193 members 
Mstep: Class 14 contains 99127 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4329 members 
Mstep: Class 19 contains 16396 members 
Mstep: Class 20 contains 23516 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540824.000000 Penalty: 47263.542969
Iteration 469Q: 23 clusters Score -6.954082e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 3114 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80681 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98649 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34703 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 97195 members 
Mstep: Class 14 contains 99120 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4328 members 
Mstep: Class 19 contains 16401 members 
Mstep: Class 20 contains 23507 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540816.000000 Penalty: 47263.542969
Iteration 470Q: 23 clusters Score -6.954082e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 22921 members 
Mstep: Class 3 contains 3114 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80676 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98635 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34726 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 97202 members 
Mstep: Class 14 contains 99106 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 16407 members 
Mstep: Class 20 contains 23506 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540896.000000 Penalty: 47263.542969
Iteration 471Q: 23 clusters Score -6.95409e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 22923 members 
Mstep: Class 3 contains 3115 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80673 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98638 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34746 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 97217 members 
Mstep: Class 14 contains 99093 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 16409 members 
Mstep: Class 20 contains 23496 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540928.000000 Penalty: 47263.542969
Iteration 472Q: 23 clusters Score -6.954093e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 22927 members 
Mstep: Class 3 contains 3115 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80666 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98628 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34765 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97239 members 
Mstep: Class 14 contains 99081 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 16406 members 
Mstep: Class 20 contains 23492 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540904.000000 Penalty: 47263.542969
Iteration 473Q: 23 clusters Score -6.95409e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 3116 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80664 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98632 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34778 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97252 members 
Mstep: Class 14 contains 99069 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 16406 members 
Mstep: Class 20 contains 23488 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540896.000000 Penalty: 47263.542969
Iteration 474Q: 23 clusters Score -6.95409e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 22927 members 
Mstep: Class 3 contains 3116 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80664 members 
Mstep: Class 6 contains 6678 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98637 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34790 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97266 members 
Mstep: Class 14 contains 99056 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 16406 members 
Mstep: Class 20 contains 23483 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540888.000000 Penalty: 47263.542969
Iteration 475Q: 23 clusters Score -6.954089e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 22927 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80666 members 
Mstep: Class 6 contains 6675 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98636 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34801 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97274 members 
Mstep: Class 14 contains 99051 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 16408 members 
Mstep: Class 20 contains 23479 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540864.000000 Penalty: 47263.542969
Iteration 476Q: 23 clusters Score -6.954086e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 22931 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80665 members 
Mstep: Class 6 contains 6675 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98629 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34809 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97283 members 
Mstep: Class 14 contains 99042 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 16413 members 
Mstep: Class 20 contains 23478 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540896.000000 Penalty: 47263.542969
Iteration 477Q: 23 clusters Score -6.95409e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 22933 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80659 members 
Mstep: Class 6 contains 6675 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98617 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34823 members 
Mstep: Class 11 contains 10058 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97294 members 
Mstep: Class 14 contains 99036 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 16417 members 
Mstep: Class 20 contains 23480 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540936.000000 Penalty: 47263.542969
Iteration 478Q: 23 clusters Score -6.954094e+07 nChanged 87
Entering ConstructFrom: 
Score: -69540936.000000 Penalty: 47263.542969
Entering ConstructFrom: 
Trying to split cluster 1 (44054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Entering Unmasked Estep 
Score: -5677283.000000 Penalty: 1737.640381
	Iteration 0F: 2 clusters Score -5677283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -5647987.500000 Penalty: 3475.280762
	Iteration 0F: 3 clusters Score -5647988 nChanged 20450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5659486.000000 Penalty: 3475.280762
	Iteration 1F: 3 clusters Score -5659486 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -5660085.000000 Penalty: 3475.280762
	Iteration 2Q: 3 clusters Score -5660085 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -5660604.500000 Penalty: 3475.280762
	Iteration 3Q: 3 clusters Score -5660604 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5661176.500000 Penalty: 3475.280762
	Iteration 4Q: 3 clusters Score -5661176 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5661887.500000 Penalty: 3475.280762
	Iteration 5Q: 3 clusters Score -5661888 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5662822.000000 Penalty: 3475.280762
	Iteration 6Q: 3 clusters Score -5662822 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -5664282.500000 Penalty: 3475.280762
	Iteration 7F: 3 clusters Score -5664282 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -5666162.500000 Penalty: 3475.280762
	Iteration 8F: 3 clusters Score -5666162 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -5667922.000000 Penalty: 3475.280762
	Iteration 9F: 3 clusters Score -5667922 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5668961.000000 Penalty: 3475.280762
	Iteration 10Q: 3 clusters Score -5668961 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -5669410.000000 Penalty: 3475.280762
	Iteration 11Q: 3 clusters Score -5669410 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -5669624.000000 Penalty: 3475.280762
	Iteration 12Q: 3 clusters Score -5669624 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5669772.500000 Penalty: 3475.280762
	Iteration 13Q: 3 clusters Score -5669772 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -5669968.000000 Penalty: 3475.280762
	Iteration 14Q: 3 clusters Score -5669968 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -5670130.500000 Penalty: 3475.280762
	Iteration 15Q: 3 clusters Score -5670130 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -5670296.500000 Penalty: 3475.280762
	Iteration 16Q: 3 clusters Score -5670296 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5670454.500000 Penalty: 3475.280762
	Iteration 17Q: 3 clusters Score -5670454 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -5670607.500000 Penalty: 3475.280762
	Iteration 18Q: 3 clusters Score -5670608 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -5670696.500000 Penalty: 3475.280762
	Iteration 19Q: 3 clusters Score -5670696 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5670811.500000 Penalty: 3475.280762
	Iteration 20F: 3 clusters Score -5670812 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -5670861.500000 Penalty: 3475.280762
	Iteration 21Q: 3 clusters Score -5670862 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5670929.500000 Penalty: 3475.280762
	Iteration 22Q: 3 clusters Score -5670930 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -5670993.000000 Penalty: 3475.280762
	Iteration 23Q: 3 clusters Score -5670993 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5671023.500000 Penalty: 3475.280762
	Iteration 24Q: 3 clusters Score -5671024 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -5671059.500000 Penalty: 3475.280762
	Iteration 25Q: 3 clusters Score -5671060 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -5671083.500000 Penalty: 3475.280762
	Iteration 26Q: 3 clusters Score -5671084 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -5671089.500000 Penalty: 3475.280762
	Iteration 27Q: 3 clusters Score -5671090 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5671145.000000 Penalty: 3475.280762
	Iteration 28Q: 3 clusters Score -5671145 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -5671168.000000 Penalty: 3475.280762
	Iteration 29Q: 3 clusters Score -5671168 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -5671180.000000 Penalty: 3475.280762
	Iteration 30Q: 3 clusters Score -5671180 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5671232.000000 Penalty: 3475.280762
	Iteration 31Q: 3 clusters Score -5671232 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -5671256.500000 Penalty: 3475.280762
	Iteration 32Q: 3 clusters Score -5671256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -5671271.500000 Penalty: 3475.280762
	Iteration 33Q: 3 clusters Score -5671272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -5671279.500000 Penalty: 3475.280762
	Iteration 34Q: 3 clusters Score -5671280 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -5671306.000000 Penalty: 3475.280762
	Iteration 35Q: 3 clusters Score -5671306 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5671307.000000 Penalty: 3475.280762
	Iteration 36Q: 3 clusters Score -5671307 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -5671341.000000 Penalty: 3475.280762
	Iteration 37Q: 3 clusters Score -5671341 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -5671365.500000 Penalty: 3475.280762
	Iteration 38Q: 3 clusters Score -5671366 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -5671401.500000 Penalty: 3475.280762
	Iteration 39Q: 3 clusters Score -5671402 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5671429.500000 Penalty: 3475.280762
	Iteration 40F: 3 clusters Score -5671430 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -5671423.000000 Penalty: 3475.280762
	Iteration 41Q: 3 clusters Score -5671423 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5671449.500000 Penalty: 3475.280762
	Iteration 42Q: 3 clusters Score -5671450 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -5671464.500000 Penalty: 3475.280762
	Iteration 43Q: 3 clusters Score -5671464 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5671482.500000 Penalty: 3475.280762
	Iteration 44Q: 3 clusters Score -5671482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -5671511.000000 Penalty: 3475.280762
	Iteration 45Q: 3 clusters Score -5671511 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5671522.500000 Penalty: 3475.280762
	Iteration 46Q: 3 clusters Score -5671522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -5671521.500000 Penalty: 3475.280762
	Iteration 47Q: 3 clusters Score -5671522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -5671534.000000 Penalty: 3475.280762
	Iteration 48Q: 3 clusters Score -5671534 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -5671547.500000 Penalty: 3475.280762
	Iteration 49Q: 3 clusters Score -5671548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5671566.500000 Penalty: 3475.280762
	Iteration 50Q: 3 clusters Score -5671566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5671563.000000 Penalty: 3475.280762
	Iteration 51Q: 3 clusters Score -5671563 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -5671556.000000 Penalty: 3475.280762
	Iteration 52Q: 3 clusters Score -5671556 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5671575.000000 Penalty: 3475.280762
	Iteration 53Q: 3 clusters Score -5671575 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5671572.500000 Penalty: 3475.280762
	Iteration 54Q: 3 clusters Score -5671572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -5671571.500000 Penalty: 3475.280762
	Iteration 55Q: 3 clusters Score -5671572 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -5671584.500000 Penalty: 3475.280762
	Iteration 56Q: 3 clusters Score -5671584 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -5671598.000000 Penalty: 3475.280762
	Iteration 57Q: 3 clusters Score -5671598 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -5671605.000000 Penalty: 3475.280762
	Iteration 58Q: 3 clusters Score -5671605 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -5671602.500000 Penalty: 3475.280762
	Iteration 59Q: 3 clusters Score -5671602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5671608.500000 Penalty: 3475.280762
	Iteration 60F: 3 clusters Score -5671608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -5671612.500000 Penalty: 3475.280762
	Iteration 61Q: 3 clusters Score -5671612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -5671616.000000 Penalty: 3475.280762
	Iteration 62Q: 3 clusters Score -5671616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5671625.500000 Penalty: 3475.280762
	Iteration 63Q: 3 clusters Score -5671626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -5671634.000000 Penalty: 3475.280762
	Iteration 64Q: 3 clusters Score -5671634 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -5671639.500000 Penalty: 3475.280762
	Iteration 65Q: 3 clusters Score -5671640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -5671648.000000 Penalty: 3475.280762
	Iteration 66Q: 3 clusters Score -5671648 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -5671660.500000 Penalty: 3475.280762
	Iteration 67Q: 3 clusters Score -5671660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -5671662.500000 Penalty: 3475.280762
	Iteration 68Q: 3 clusters Score -5671662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -5671672.000000 Penalty: 3475.280762
	Iteration 69Q: 3 clusters Score -5671672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -5671688.000000 Penalty: 3475.280762
	Iteration 70Q: 3 clusters Score -5671688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -5671689.000000 Penalty: 3475.280762
	Iteration 71Q: 3 clusters Score -5671689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -5671692.000000 Penalty: 3475.280762
	Iteration 72Q: 3 clusters Score -5671692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -5671690.500000 Penalty: 3475.280762
	Iteration 73Q: 3 clusters Score -5671690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -5671701.000000 Penalty: 3475.280762
	Iteration 74Q: 3 clusters Score -5671701 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -5671703.500000 Penalty: 3475.280762
	Iteration 75Q: 3 clusters Score -5671704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -5671698.500000 Penalty: 3475.280762
	Iteration 76Q: 3 clusters Score -5671698 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -5671693.500000 Penalty: 3475.280762
	Iteration 77Q: 3 clusters Score -5671694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -5671714.000000 Penalty: 3475.280762
	Iteration 78Q: 3 clusters Score -5671714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -5671713.000000 Penalty: 3475.280762
	Iteration 79Q: 3 clusters Score -5671713 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -5671716.500000 Penalty: 3475.280762
	Iteration 80F: 3 clusters Score -5671716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -5671734.500000 Penalty: 3475.280762
	Iteration 81Q: 3 clusters Score -5671734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -5671729.500000 Penalty: 3475.280762
	Iteration 82Q: 3 clusters Score -5671730 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -5671756.500000 Penalty: 3475.280762
	Iteration 83Q: 3 clusters Score -5671756 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -5671753.500000 Penalty: 3475.280762
	Iteration 84Q: 3 clusters Score -5671754 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -5671754.500000 Penalty: 3475.280762
	Iteration 85Q: 3 clusters Score -5671754 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -5671766.500000 Penalty: 3475.280762
	Iteration 86Q: 3 clusters Score -5671766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -5671773.500000 Penalty: 3475.280762
	Iteration 87Q: 3 clusters Score -5671774 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5671777.500000 Penalty: 3475.280762
	Iteration 88Q: 3 clusters Score -5671778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5671785.500000 Penalty: 3475.280762
	Iteration 89Q: 3 clusters Score -5671786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -5671787.000000 Penalty: 3475.280762
	Iteration 90Q: 3 clusters Score -5671787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5671777.000000 Penalty: 3475.280762
	Iteration 91Q: 3 clusters Score -5671777 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -5671782.500000 Penalty: 3475.280762
	Iteration 92Q: 3 clusters Score -5671782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -5671786.500000 Penalty: 3475.280762
	Iteration 93Q: 3 clusters Score -5671786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -5671795.500000 Penalty: 3475.280762
	Iteration 94Q: 3 clusters Score -5671796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -5671802.000000 Penalty: 3475.280762
	Iteration 95Q: 3 clusters Score -5671802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5671825.000000 Penalty: 3475.280762
	Iteration 96Q: 3 clusters Score -5671825 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -5671840.000000 Penalty: 3475.280762
	Iteration 97Q: 3 clusters Score -5671840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -5671837.500000 Penalty: 3475.280762
	Iteration 98Q: 3 clusters Score -5671838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -5671853.500000 Penalty: 3475.280762
	Iteration 99Q: 3 clusters Score -5671854 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5671864.500000 Penalty: 3475.280762
	Iteration 100F: 3 clusters Score -5671864 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -5671869.000000 Penalty: 3475.280762
	Iteration 101Q: 3 clusters Score -5671869 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -5671891.000000 Penalty: 3475.280762
	Iteration 102Q: 3 clusters Score -5671891 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -5671904.000000 Penalty: 3475.280762
	Iteration 103Q: 3 clusters Score -5671904 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -5671903.500000 Penalty: 3475.280762
	Iteration 104Q: 3 clusters Score -5671904 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -5671922.000000 Penalty: 3475.280762
	Iteration 105Q: 3 clusters Score -5671922 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -5671953.500000 Penalty: 3475.280762
	Iteration 106Q: 3 clusters Score -5671954 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -5671967.500000 Penalty: 3475.280762
	Iteration 107Q: 3 clusters Score -5671968 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -5671980.500000 Penalty: 3475.280762
	Iteration 108Q: 3 clusters Score -5671980 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -5672019.000000 Penalty: 3475.280762
	Iteration 109Q: 3 clusters Score -5672019 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -5672059.000000 Penalty: 3475.280762
	Iteration 110Q: 3 clusters Score -5672059 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -5672079.000000 Penalty: 3475.280762
	Iteration 111Q: 3 clusters Score -5672079 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -5672100.000000 Penalty: 3475.280762
	Iteration 112Q: 3 clusters Score -5672100 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -5672131.000000 Penalty: 3475.280762
	Iteration 113Q: 3 clusters Score -5672131 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -5672157.000000 Penalty: 3475.280762
	Iteration 114Q: 3 clusters Score -5672157 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -5672185.500000 Penalty: 3475.280762
	Iteration 115Q: 3 clusters Score -5672186 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -5672208.000000 Penalty: 3475.280762
	Iteration 116Q: 3 clusters Score -5672208 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -5672219.000000 Penalty: 3475.280762
	Iteration 117Q: 3 clusters Score -5672219 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -5672259.000000 Penalty: 3475.280762
	Iteration 118Q: 3 clusters Score -5672259 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -5672302.000000 Penalty: 3475.280762
	Iteration 119Q: 3 clusters Score -5672302 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -5672371.500000 Penalty: 3475.280762
	Iteration 120F: 3 clusters Score -5672372 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -5672409.000000 Penalty: 3475.280762
	Iteration 121Q: 3 clusters Score -5672409 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -5672452.000000 Penalty: 3475.280762
	Iteration 122Q: 3 clusters Score -5672452 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -5672523.000000 Penalty: 3475.280762
	Iteration 123Q: 3 clusters Score -5672523 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -5672562.000000 Penalty: 3475.280762
	Iteration 124Q: 3 clusters Score -5672562 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -5672620.500000 Penalty: 3475.280762
	Iteration 125Q: 3 clusters Score -5672620 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -5672671.500000 Penalty: 3475.280762
	Iteration 126Q: 3 clusters Score -5672672 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -5672752.500000 Penalty: 3475.280762
	Iteration 127Q: 3 clusters Score -5672752 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -5672849.000000 Penalty: 3475.280762
	Iteration 128Q: 3 clusters Score -5672849 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -5672950.500000 Penalty: 3475.280762
	Iteration 129Q: 3 clusters Score -5672950 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -5673052.500000 Penalty: 3475.280762
	Iteration 130Q: 3 clusters Score -5673052 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -5673137.500000 Penalty: 3475.280762
	Iteration 131Q: 3 clusters Score -5673138 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -5673251.500000 Penalty: 3475.280762
	Iteration 132Q: 3 clusters Score -5673252 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -5673407.500000 Penalty: 3475.280762
	Iteration 133Q: 3 clusters Score -5673408 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -5673502.000000 Penalty: 3475.280762
	Iteration 134Q: 3 clusters Score -5673502 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -5673637.500000 Penalty: 3475.280762
	Iteration 135Q: 3 clusters Score -5673638 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -5673766.000000 Penalty: 3475.280762
	Iteration 136Q: 3 clusters Score -5673766 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5673922.500000 Penalty: 3475.280762
	Iteration 137Q: 3 clusters Score -5673922 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5674096.000000 Penalty: 3475.280762
	Iteration 138Q: 3 clusters Score -5674096 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5674276.500000 Penalty: 3475.280762
	Iteration 139Q: 3 clusters Score -5674276 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5674445.500000 Penalty: 3475.280762
	Iteration 140F: 3 clusters Score -5674446 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5674616.500000 Penalty: 3475.280762
	Iteration 141Q: 3 clusters Score -5674616 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5674797.000000 Penalty: 3475.280762
	Iteration 142Q: 3 clusters Score -5674797 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5674958.000000 Penalty: 3475.280762
	Iteration 143Q: 3 clusters Score -5674958 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5675123.000000 Penalty: 3475.280762
	Iteration 144Q: 3 clusters Score -5675123 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5675265.000000 Penalty: 3475.280762
	Iteration 145Q: 3 clusters Score -5675265 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5675392.500000 Penalty: 3475.280762
	Iteration 146Q: 3 clusters Score -5675392 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5675486.500000 Penalty: 3475.280762
	Iteration 147Q: 3 clusters Score -5675486 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5675542.500000 Penalty: 3475.280762
	Iteration 148Q: 3 clusters Score -5675542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5675618.000000 Penalty: 3475.280762
	Iteration 149Q: 3 clusters Score -5675618 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5675655.000000 Penalty: 3475.280762
	Iteration 150Q: 3 clusters Score -5675655 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5675679.000000 Penalty: 3475.280762
	Iteration 151Q: 3 clusters Score -5675679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5675710.000000 Penalty: 3475.280762
	Iteration 152Q: 3 clusters Score -5675710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5675738.500000 Penalty: 3475.280762
	Iteration 153Q: 3 clusters Score -5675738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5675743.000000 Penalty: 3475.280762
	Iteration 154Q: 3 clusters Score -5675743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5675763.000000 Penalty: 3475.280762
	Iteration 155Q: 3 clusters Score -5675763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5675773.500000 Penalty: 3475.280762
	Iteration 156Q: 3 clusters Score -5675774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5675787.000000 Penalty: 3475.280762
	Iteration 157Q: 3 clusters Score -5675787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5675797.000000 Penalty: 3475.280762
	Iteration 158Q: 3 clusters Score -5675797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5675806.000000 Penalty: 3475.280762
	Iteration 159Q: 3 clusters Score -5675806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5675804.500000 Penalty: 3475.280762
	Iteration 160F: 3 clusters Score -5675804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5675810.000000 Penalty: 3475.280762
	Iteration 161Q: 3 clusters Score -5675810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5675811.500000 Penalty: 3475.280762
	Iteration 162Q: 3 clusters Score -5675812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5675810.000000 Penalty: 3475.280762
	Iteration 163Q: 3 clusters Score -5675810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5675815.000000 Penalty: 3475.280762
	Iteration 164Q: 3 clusters Score -5675815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5675819.000000 Penalty: 3475.280762
	Iteration 165Q: 3 clusters Score -5675819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5675819.000000 Penalty: 3475.280762
	Iteration 166Q: 3 clusters Score -5675819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5675819.500000 Penalty: 3475.280762
	Iteration 167Q: 3 clusters Score -5675820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5675826.000000 Penalty: 3475.280762
	Iteration 168Q: 3 clusters Score -5675826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5675828.500000 Penalty: 3475.280762
	Iteration 169Q: 3 clusters Score -5675828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5675828.500000 Penalty: 3475.280762
	Iteration 170F: 3 clusters Score -5675828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Entering Unmasked Estep 
Score: -2964976.750000 Penalty: 1631.553955
	Iteration 0F: 2 clusters Score -2964977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2949462.750000 Penalty: 3263.107910
	Iteration 0F: 3 clusters Score -2949463 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2955523.000000 Penalty: 3263.107910
	Iteration 1F: 3 clusters Score -2955523 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2956136.750000 Penalty: 3263.107910
	Iteration 2F: 3 clusters Score -2956137 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2956812.000000 Penalty: 3263.107910
	Iteration 3F: 3 clusters Score -2956812 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2957634.250000 Penalty: 3263.107910
	Iteration 4F: 3 clusters Score -2957634 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2958581.250000 Penalty: 3263.107910
	Iteration 5F: 3 clusters Score -2958581 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2959659.750000 Penalty: 3263.107910
	Iteration 6F: 3 clusters Score -2959660 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2960723.250000 Penalty: 3263.107910
	Iteration 7F: 3 clusters Score -2960723 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2961636.000000 Penalty: 3263.107910
	Iteration 8F: 3 clusters Score -2961636 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2962155.750000 Penalty: 3263.107910
	Iteration 9Q: 3 clusters Score -2962156 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2962387.500000 Penalty: 3263.107910
	Iteration 10Q: 3 clusters Score -2962388 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2962502.250000 Penalty: 3263.107910
	Iteration 11Q: 3 clusters Score -2962502 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2962577.500000 Penalty: 3263.107910
	Iteration 12Q: 3 clusters Score -2962578 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2962643.500000 Penalty: 3263.107910
	Iteration 13Q: 3 clusters Score -2962644 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2962707.500000 Penalty: 3263.107910
	Iteration 14Q: 3 clusters Score -2962708 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2962760.000000 Penalty: 3263.107910
	Iteration 15Q: 3 clusters Score -2962760 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2962805.750000 Penalty: 3263.107910
	Iteration 16Q: 3 clusters Score -2962806 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2962850.500000 Penalty: 3263.107910
	Iteration 17Q: 3 clusters Score -2962850 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2962915.750000 Penalty: 3263.107910
	Iteration 18Q: 3 clusters Score -2962916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2962979.000000 Penalty: 3263.107910
	Iteration 19Q: 3 clusters Score -2962979 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2963036.250000 Penalty: 3263.107910
	Iteration 20F: 3 clusters Score -2963036 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2963091.750000 Penalty: 3263.107910
	Iteration 21Q: 3 clusters Score -2963092 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2963130.500000 Penalty: 3263.107910
	Iteration 22Q: 3 clusters Score -2963130 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2963172.000000 Penalty: 3263.107910
	Iteration 23Q: 3 clusters Score -2963172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2963211.000000 Penalty: 3263.107910
	Iteration 24Q: 3 clusters Score -2963211 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2963261.750000 Penalty: 3263.107910
	Iteration 25Q: 3 clusters Score -2963262 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2963308.500000 Penalty: 3263.107910
	Iteration 26Q: 3 clusters Score -2963308 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2963349.500000 Penalty: 3263.107910
	Iteration 27Q: 3 clusters Score -2963350 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2963391.750000 Penalty: 3263.107910
	Iteration 28Q: 3 clusters Score -2963392 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2963440.000000 Penalty: 3263.107910
	Iteration 29Q: 3 clusters Score -2963440 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2963484.250000 Penalty: 3263.107910
	Iteration 30Q: 3 clusters Score -2963484 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2963523.500000 Penalty: 3263.107910
	Iteration 31Q: 3 clusters Score -2963524 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2963563.250000 Penalty: 3263.107910
	Iteration 32Q: 3 clusters Score -2963563 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2963605.500000 Penalty: 3263.107910
	Iteration 33Q: 3 clusters Score -2963606 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2963638.000000 Penalty: 3263.107910
	Iteration 34Q: 3 clusters Score -2963638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2963667.500000 Penalty: 3263.107910
	Iteration 35Q: 3 clusters Score -2963668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2963687.250000 Penalty: 3263.107910
	Iteration 36Q: 3 clusters Score -2963687 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2963700.750000 Penalty: 3263.107910
	Iteration 37Q: 3 clusters Score -2963701 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2963714.000000 Penalty: 3263.107910
	Iteration 38Q: 3 clusters Score -2963714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2963736.750000 Penalty: 3263.107910
	Iteration 39Q: 3 clusters Score -2963737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2963750.750000 Penalty: 3263.107910
	Iteration 40F: 3 clusters Score -2963751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2963771.750000 Penalty: 3263.107910
	Iteration 41Q: 3 clusters Score -2963772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2963792.250000 Penalty: 3263.107910
	Iteration 42Q: 3 clusters Score -2963792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2963809.500000 Penalty: 3263.107910
	Iteration 43Q: 3 clusters Score -2963810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2963820.000000 Penalty: 3263.107910
	Iteration 44Q: 3 clusters Score -2963820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2963835.500000 Penalty: 3263.107910
	Iteration 45Q: 3 clusters Score -2963836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2963838.250000 Penalty: 3263.107910
	Iteration 46Q: 3 clusters Score -2963838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2963848.750000 Penalty: 3263.107910
	Iteration 47Q: 3 clusters Score -2963849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2963858.500000 Penalty: 3263.107910
	Iteration 48Q: 3 clusters Score -2963858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2963862.500000 Penalty: 3263.107910
	Iteration 49Q: 3 clusters Score -2963862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2963871.000000 Penalty: 3263.107910
	Iteration 50Q: 3 clusters Score -2963871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2963878.250000 Penalty: 3263.107910
	Iteration 51Q: 3 clusters Score -2963878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2963887.500000 Penalty: 3263.107910
	Iteration 52Q: 3 clusters Score -2963888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2963890.750000 Penalty: 3263.107910
	Iteration 53Q: 3 clusters Score -2963891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2963899.750000 Penalty: 3263.107910
	Iteration 54Q: 3 clusters Score -2963900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2963905.500000 Penalty: 3263.107910
	Iteration 55Q: 3 clusters Score -2963906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2963911.000000 Penalty: 3263.107910
	Iteration 56Q: 3 clusters Score -2963911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2963912.250000 Penalty: 3263.107910
	Iteration 57Q: 3 clusters Score -2963912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2963916.500000 Penalty: 3263.107910
	Iteration 58Q: 3 clusters Score -2963916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2963922.250000 Penalty: 3263.107910
	Iteration 59Q: 3 clusters Score -2963922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2963924.000000 Penalty: 3263.107910
	Iteration 60F: 3 clusters Score -2963924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2963926.250000 Penalty: 3263.107910
	Iteration 61Q: 3 clusters Score -2963926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2963928.750000 Penalty: 3263.107910
	Iteration 62Q: 3 clusters Score -2963929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2963932.000000 Penalty: 3263.107910
	Iteration 63Q: 3 clusters Score -2963932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2963933.750000 Penalty: 3263.107910
	Iteration 64Q: 3 clusters Score -2963934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2963931.500000 Penalty: 3263.107910
	Iteration 65Q: 3 clusters Score -2963932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2963933.500000 Penalty: 3263.107910
	Iteration 66Q: 3 clusters Score -2963934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2963937.000000 Penalty: 3263.107910
	Iteration 67Q: 3 clusters Score -2963937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2963942.500000 Penalty: 3263.107910
	Iteration 68Q: 3 clusters Score -2963942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2963955.750000 Penalty: 3263.107910
	Iteration 69Q: 3 clusters Score -2963956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2963965.250000 Penalty: 3263.107910
	Iteration 70Q: 3 clusters Score -2963965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2963964.250000 Penalty: 3263.107910
	Iteration 71Q: 3 clusters Score -2963964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2963975.750000 Penalty: 3263.107910
	Iteration 72Q: 3 clusters Score -2963976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2963981.250000 Penalty: 3263.107910
	Iteration 73Q: 3 clusters Score -2963981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2963986.750000 Penalty: 3263.107910
	Iteration 74Q: 3 clusters Score -2963987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2963991.500000 Penalty: 3263.107910
	Iteration 75Q: 3 clusters Score -2963992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2963998.500000 Penalty: 3263.107910
	Iteration 76Q: 3 clusters Score -2963998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2964002.500000 Penalty: 3263.107910
	Iteration 77Q: 3 clusters Score -2964002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2964013.750000 Penalty: 3263.107910
	Iteration 78Q: 3 clusters Score -2964014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2964022.250000 Penalty: 3263.107910
	Iteration 79Q: 3 clusters Score -2964022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2964024.250000 Penalty: 3263.107910
	Iteration 80F: 3 clusters Score -2964024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2964027.750000 Penalty: 3263.107910
	Iteration 81Q: 3 clusters Score -2964028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2964030.750000 Penalty: 3263.107910
	Iteration 82Q: 3 clusters Score -2964031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2964029.750000 Penalty: 3263.107910
	Iteration 83Q: 3 clusters Score -2964030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2964035.000000 Penalty: 3263.107910
	Iteration 84Q: 3 clusters Score -2964035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2964036.250000 Penalty: 3263.107910
	Iteration 85Q: 3 clusters Score -2964036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2964037.750000 Penalty: 3263.107910
	Iteration 86Q: 3 clusters Score -2964038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2964034.500000 Penalty: 3263.107910
	Iteration 87Q: 3 clusters Score -2964034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2964035.750000 Penalty: 3263.107910
	Iteration 88Q: 3 clusters Score -2964036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2964035.750000 Penalty: 3263.107910
	Iteration 89F: 3 clusters Score -2964036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -379190.218750 Penalty: 1307.251709
	Iteration 0F: 2 clusters Score -379190.2 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 1535 members 
Entering Unmasked Estep 
Score: -376359.812500 Penalty: 2614.503418
	Iteration 0F: 3 clusters Score -376359.8 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -377027.375000 Penalty: 2614.503418
	Iteration 1F: 3 clusters Score -377027.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -377146.031250 Penalty: 2614.503418
	Iteration 2F: 3 clusters Score -377146 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -377227.250000 Penalty: 2614.503418
	Iteration 3Q: 3 clusters Score -377227.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -377288.250000 Penalty: 2614.503418
	Iteration 4Q: 3 clusters Score -377288.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -377350.031250 Penalty: 2614.503418
	Iteration 5Q: 3 clusters Score -377350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -377413.125000 Penalty: 2614.503418
	Iteration 6Q: 3 clusters Score -377413.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -377466.250000 Penalty: 2614.503418
	Iteration 7Q: 3 clusters Score -377466.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -377509.343750 Penalty: 2614.503418
	Iteration 8Q: 3 clusters Score -377509.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -377561.312500 Penalty: 2614.503418
	Iteration 9Q: 3 clusters Score -377561.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -377621.281250 Penalty: 2614.503418
	Iteration 10Q: 3 clusters Score -377621.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -377670.937500 Penalty: 2614.503418
	Iteration 11Q: 3 clusters Score -377670.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -377716.656250 Penalty: 2614.503418
	Iteration 12Q: 3 clusters Score -377716.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -377761.843750 Penalty: 2614.503418
	Iteration 13Q: 3 clusters Score -377761.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -377812.750000 Penalty: 2614.503418
	Iteration 14Q: 3 clusters Score -377812.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -377859.156250 Penalty: 2614.503418
	Iteration 15Q: 3 clusters Score -377859.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -377891.031250 Penalty: 2614.503418
	Iteration 16Q: 3 clusters Score -377891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -377922.750000 Penalty: 2614.503418
	Iteration 17Q: 3 clusters Score -377922.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -377945.343750 Penalty: 2614.503418
	Iteration 18Q: 3 clusters Score -377945.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -377962.656250 Penalty: 2614.503418
	Iteration 19Q: 3 clusters Score -377962.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -377982.031250 Penalty: 2614.503418
	Iteration 20F: 3 clusters Score -377982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -378006.187500 Penalty: 2614.503418
	Iteration 21Q: 3 clusters Score -378006.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -378023.187500 Penalty: 2614.503418
	Iteration 22Q: 3 clusters Score -378023.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -378037.625000 Penalty: 2614.503418
	Iteration 23Q: 3 clusters Score -378037.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -378047.843750 Penalty: 2614.503418
	Iteration 24Q: 3 clusters Score -378047.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -378057.875000 Penalty: 2614.503418
	Iteration 25Q: 3 clusters Score -378057.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -378069.875000 Penalty: 2614.503418
	Iteration 26Q: 3 clusters Score -378069.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -378079.406250 Penalty: 2614.503418
	Iteration 27Q: 3 clusters Score -378079.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -378087.031250 Penalty: 2614.503418
	Iteration 28Q: 3 clusters Score -378087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -378097.468750 Penalty: 2614.503418
	Iteration 29Q: 3 clusters Score -378097.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -378109.062500 Penalty: 2614.503418
	Iteration 30Q: 3 clusters Score -378109.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -378114.156250 Penalty: 2614.503418
	Iteration 31Q: 3 clusters Score -378114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -378121.031250 Penalty: 2614.503418
	Iteration 32Q: 3 clusters Score -378121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -378126.687500 Penalty: 2614.503418
	Iteration 33Q: 3 clusters Score -378126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -378131.750000 Penalty: 2614.503418
	Iteration 34Q: 3 clusters Score -378131.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -378138.437500 Penalty: 2614.503418
	Iteration 35Q: 3 clusters Score -378138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -378143.156250 Penalty: 2614.503418
	Iteration 36Q: 3 clusters Score -378143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -378147.875000 Penalty: 2614.503418
	Iteration 37Q: 3 clusters Score -378147.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -378155.468750 Penalty: 2614.503418
	Iteration 38Q: 3 clusters Score -378155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -378159.531250 Penalty: 2614.503418
	Iteration 39Q: 3 clusters Score -378159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -378164.093750 Penalty: 2614.503418
	Iteration 40F: 3 clusters Score -378164.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -378167.687500 Penalty: 2614.503418
	Iteration 41Q: 3 clusters Score -378167.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -378171.156250 Penalty: 2614.503418
	Iteration 42Q: 3 clusters Score -378171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -378172.437500 Penalty: 2614.503418
	Iteration 43Q: 3 clusters Score -378172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -378173.812500 Penalty: 2614.503418
	Iteration 44Q: 3 clusters Score -378173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -378174.156250 Penalty: 2614.503418
	Iteration 45Q: 3 clusters Score -378174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -378174.156250 Penalty: 2614.503418
	Iteration 46F: 3 clusters Score -378174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -51736.347656 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -51736.35 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 159 members 
Entering Unmasked Estep 
Score: -50829.609375 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -50829.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50910.664062 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -50910.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50927.617188 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -50927.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50948.140625 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -50948.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50960.527344 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -50960.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50967.878906 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -50967.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50967.878906 Penalty: 1874.704346
	Iteration 6F: 3 clusters Score -50967.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (80661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Entering Unmasked Estep 
Score: -10392187.000000 Penalty: 1835.926758
	Iteration 0F: 2 clusters Score -1.039219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -10339466.000000 Penalty: 3671.853516
	Iteration 0F: 3 clusters Score -1.033947e+07 nChanged 38367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -10361488.000000 Penalty: 3671.853516
	Iteration 1F: 3 clusters Score -1.036149e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -10362001.000000 Penalty: 3671.853516
	Iteration 2Q: 3 clusters Score -1.0362e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -10362672.000000 Penalty: 3671.853516
	Iteration 3Q: 3 clusters Score -1.036267e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -10363568.000000 Penalty: 3671.853516
	Iteration 4Q: 3 clusters Score -1.036357e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -10365205.000000 Penalty: 3671.853516
	Iteration 5Q: 3 clusters Score -1.03652e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -10368280.000000 Penalty: 3671.853516
	Iteration 6F: 3 clusters Score -1.036828e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -10373044.000000 Penalty: 3671.853516
	Iteration 7F: 3 clusters Score -1.037304e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -10378851.000000 Penalty: 3671.853516
	Iteration 8F: 3 clusters Score -1.037885e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -10383962.000000 Penalty: 3671.853516
	Iteration 9F: 3 clusters Score -1.038396e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -10387315.000000 Penalty: 3671.853516
	Iteration 10Q: 3 clusters Score -1.038732e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10389114.000000 Penalty: 3671.853516
	Iteration 11Q: 3 clusters Score -1.038911e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10389927.000000 Penalty: 3671.853516
	Iteration 12Q: 3 clusters Score -1.038993e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10390241.000000 Penalty: 3671.853516
	Iteration 13Q: 3 clusters Score -1.039024e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10390384.000000 Penalty: 3671.853516
	Iteration 14Q: 3 clusters Score -1.039038e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10390436.000000 Penalty: 3671.853516
	Iteration 15Q: 3 clusters Score -1.039044e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10390498.000000 Penalty: 3671.853516
	Iteration 16Q: 3 clusters Score -1.03905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10390525.000000 Penalty: 3671.853516
	Iteration 17Q: 3 clusters Score -1.039052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10390541.000000 Penalty: 3671.853516
	Iteration 18Q: 3 clusters Score -1.039054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10390554.000000 Penalty: 3671.853516
	Iteration 19Q: 3 clusters Score -1.039055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10390568.000000 Penalty: 3671.853516
	Iteration 20F: 3 clusters Score -1.039057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10390568.000000 Penalty: 3671.853516
	Iteration 21Q: 3 clusters Score -1.039057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10390566.000000 Penalty: 3671.853516
	Iteration 22Q: 3 clusters Score -1.039057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10390575.000000 Penalty: 3671.853516
	Iteration 23Q: 3 clusters Score -1.039058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10390580.000000 Penalty: 3671.853516
	Iteration 24Q: 3 clusters Score -1.039058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80422 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10390579.000000 Penalty: 3671.853516
	Iteration 25Q: 3 clusters Score -1.039058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10390588.000000 Penalty: 3671.853516
	Iteration 26Q: 3 clusters Score -1.039059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80424 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10390590.000000 Penalty: 3671.853516
	Iteration 27Q: 3 clusters Score -1.039059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80424 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10390590.000000 Penalty: 3671.853516
	Iteration 28F: 3 clusters Score -1.039059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Entering Unmasked Estep 
Score: -851087.562500 Penalty: 1430.995239
	Iteration 0F: 2 clusters Score -851087.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -846084.750000 Penalty: 2861.990479
	Iteration 0F: 3 clusters Score -846084.8 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -847500.062500 Penalty: 2861.990479
	Iteration 1F: 3 clusters Score -847500.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -847699.250000 Penalty: 2861.990479
	Iteration 2F: 3 clusters Score -847699.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -847856.437500 Penalty: 2861.990479
	Iteration 3F: 3 clusters Score -847856.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -847999.375000 Penalty: 2861.990479
	Iteration 4Q: 3 clusters Score -847999.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -848131.312500 Penalty: 2861.990479
	Iteration 5Q: 3 clusters Score -848131.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -848266.687500 Penalty: 2861.990479
	Iteration 6Q: 3 clusters Score -848266.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -848398.750000 Penalty: 2861.990479
	Iteration 7Q: 3 clusters Score -848398.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -848538.125000 Penalty: 2861.990479
	Iteration 8Q: 3 clusters Score -848538.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -848728.250000 Penalty: 2861.990479
	Iteration 9Q: 3 clusters Score -848728.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -848927.187500 Penalty: 2861.990479
	Iteration 10Q: 3 clusters Score -848927.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -849123.375000 Penalty: 2861.990479
	Iteration 11Q: 3 clusters Score -849123.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -849305.187500 Penalty: 2861.990479
	Iteration 12Q: 3 clusters Score -849305.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -849451.625000 Penalty: 2861.990479
	Iteration 13Q: 3 clusters Score -849451.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -849535.562500 Penalty: 2861.990479
	Iteration 14Q: 3 clusters Score -849535.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -849603.500000 Penalty: 2861.990479
	Iteration 15Q: 3 clusters Score -849603.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -849663.437500 Penalty: 2861.990479
	Iteration 16Q: 3 clusters Score -849663.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -849712.562500 Penalty: 2861.990479
	Iteration 17Q: 3 clusters Score -849712.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -849750.250000 Penalty: 2861.990479
	Iteration 18Q: 3 clusters Score -849750.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -849775.125000 Penalty: 2861.990479
	Iteration 19Q: 3 clusters Score -849775.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -849792.562500 Penalty: 2861.990479
	Iteration 20F: 3 clusters Score -849792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -849804.625000 Penalty: 2861.990479
	Iteration 21Q: 3 clusters Score -849804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -849810.187500 Penalty: 2861.990479
	Iteration 22Q: 3 clusters Score -849810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -849812.500000 Penalty: 2861.990479
	Iteration 23Q: 3 clusters Score -849812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -849813.187500 Penalty: 2861.990479
	Iteration 24Q: 3 clusters Score -849813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -849813.187500 Penalty: 2861.990479
	Iteration 25F: 3 clusters Score -849813.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -26194.615234 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -26194.62 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 114 members 
Entering Unmasked Estep 
Score: -25458.517578 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -25458.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25595.066406 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -25595.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25636.550781 Penalty: 1791.864380
	Iteration 2Q: 3 clusters Score -25636.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25677.652344 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -25677.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -25700.052734 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -25700.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -25714.781250 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -25714.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -25726.664062 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -25726.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -25732.365234 Penalty: 1791.864380
	Iteration 7Q: 3 clusters Score -25732.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -25732.365234 Penalty: 1791.864380
	Iteration 8F: 3 clusters Score -25732.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (98617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98617 members 
Entering Unmasked Estep 
Score: -12632488.000000 Penalty: 1868.587280
	Iteration 0F: 2 clusters Score -1.263249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -12568136.000000 Penalty: 3737.174561
	Iteration 0F: 3 clusters Score -1.256814e+07 nChanged 47171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -12595409.000000 Penalty: 3737.174561
	Iteration 1F: 3 clusters Score -1.259541e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -12595967.000000 Penalty: 3737.174561
	Iteration 2Q: 3 clusters Score -1.259597e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -12596712.000000 Penalty: 3737.174561
	Iteration 3Q: 3 clusters Score -1.259671e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -12597662.000000 Penalty: 3737.174561
	Iteration 4Q: 3 clusters Score -1.259766e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -12599106.000000 Penalty: 3737.174561
	Iteration 5Q: 3 clusters Score -1.259911e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -12601679.000000 Penalty: 3737.174561
	Iteration 6F: 3 clusters Score -1.260168e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -12606006.000000 Penalty: 3737.174561
	Iteration 7F: 3 clusters Score -1.260601e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -12611731.000000 Penalty: 3737.174561
	Iteration 8F: 3 clusters Score -1.261173e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -12618250.000000 Penalty: 3737.174561
	Iteration 9F: 3 clusters Score -1.261825e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -12623721.000000 Penalty: 3737.174561
	Iteration 10F: 3 clusters Score -1.262372e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -12626927.000000 Penalty: 3737.174561
	Iteration 11Q: 3 clusters Score -1.262693e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 93402 members 
Entering Unmasked Estep 
Score: -12628503.000000 Penalty: 3737.174561
	Iteration 12Q: 3 clusters Score -1.26285e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -12629342.000000 Penalty: 3737.174561
	Iteration 13Q: 3 clusters Score -1.262934e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -12629795.000000 Penalty: 3737.174561
	Iteration 14Q: 3 clusters Score -1.26298e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -12630148.000000 Penalty: 3737.174561
	Iteration 15Q: 3 clusters Score -1.263015e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -12630374.000000 Penalty: 3737.174561
	Iteration 16Q: 3 clusters Score -1.263037e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -12630554.000000 Penalty: 3737.174561
	Iteration 17Q: 3 clusters Score -1.263055e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -12630628.000000 Penalty: 3737.174561
	Iteration 18Q: 3 clusters Score -1.263063e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 96768 members 
Entering Unmasked Estep 
Score: -12630716.000000 Penalty: 3737.174561
	Iteration 19Q: 3 clusters Score -1.263072e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -12630774.000000 Penalty: 3737.174561
	Iteration 20F: 3 clusters Score -1.263077e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 96998 members 
Entering Unmasked Estep 
Score: -12630836.000000 Penalty: 3737.174561
	Iteration 21Q: 3 clusters Score -1.263084e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -12630836.000000 Penalty: 3737.174561
	Iteration 22Q: 3 clusters Score -1.263084e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -12630857.000000 Penalty: 3737.174561
	Iteration 23Q: 3 clusters Score -1.263086e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 97173 members 
Entering Unmasked Estep 
Score: -12630858.000000 Penalty: 3737.174561
	Iteration 24Q: 3 clusters Score -1.263086e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -12630876.000000 Penalty: 3737.174561
	Iteration 25Q: 3 clusters Score -1.263088e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 97236 members 
Entering Unmasked Estep 
Score: -12630892.000000 Penalty: 3737.174561
	Iteration 26Q: 3 clusters Score -1.263089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 97262 members 
Entering Unmasked Estep 
Score: -12630892.000000 Penalty: 3737.174561
	Iteration 27Q: 3 clusters Score -1.263089e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -12630910.000000 Penalty: 3737.174561
	Iteration 28Q: 3 clusters Score -1.263091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 97301 members 
Entering Unmasked Estep 
Score: -12630915.000000 Penalty: 3737.174561
	Iteration 29Q: 3 clusters Score -1.263092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 97326 members 
Entering Unmasked Estep 
Score: -12630928.000000 Penalty: 3737.174561
	Iteration 30Q: 3 clusters Score -1.263093e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 97356 members 
Entering Unmasked Estep 
Score: -12630931.000000 Penalty: 3737.174561
	Iteration 31Q: 3 clusters Score -1.263093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -12630933.000000 Penalty: 3737.174561
	Iteration 32Q: 3 clusters Score -1.263093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -12630944.000000 Penalty: 3737.174561
	Iteration 33Q: 3 clusters Score -1.263094e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 97411 members 
Entering Unmasked Estep 
Score: -12630939.000000 Penalty: 3737.174561
	Iteration 34Q: 3 clusters Score -1.263094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -12630947.000000 Penalty: 3737.174561
	Iteration 35Q: 3 clusters Score -1.263095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -12630953.000000 Penalty: 3737.174561
	Iteration 36Q: 3 clusters Score -1.263095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -12630969.000000 Penalty: 3737.174561
	Iteration 37Q: 3 clusters Score -1.263097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 97453 members 
Entering Unmasked Estep 
Score: -12630968.000000 Penalty: 3737.174561
	Iteration 38Q: 3 clusters Score -1.263097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -12630979.000000 Penalty: 3737.174561
	Iteration 39Q: 3 clusters Score -1.263098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 97466 members 
Entering Unmasked Estep 
Score: -12630982.000000 Penalty: 3737.174561
	Iteration 40F: 3 clusters Score -1.263098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -12630984.000000 Penalty: 3737.174561
	Iteration 41Q: 3 clusters Score -1.263098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -12630995.000000 Penalty: 3737.174561
	Iteration 42Q: 3 clusters Score -1.2631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -12630984.000000 Penalty: 3737.174561
	Iteration 43Q: 3 clusters Score -1.263098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 97493 members 
Entering Unmasked Estep 
Score: -12630979.000000 Penalty: 3737.174561
	Iteration 44Q: 3 clusters Score -1.263098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -12630979.000000 Penalty: 3737.174561
	Iteration 45Q: 3 clusters Score -1.263098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -12630977.000000 Penalty: 3737.174561
	Iteration 46Q: 3 clusters Score -1.263098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -12630974.000000 Penalty: 3737.174561
	Iteration 47Q: 3 clusters Score -1.263097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
Score: -12630978.000000 Penalty: 3737.174561
	Iteration 48Q: 3 clusters Score -1.263098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -12630975.000000 Penalty: 3737.174561
	Iteration 49Q: 3 clusters Score -1.263098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -12630983.000000 Penalty: 3737.174561
	Iteration 50Q: 3 clusters Score -1.263098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -12630983.000000 Penalty: 3737.174561
	Iteration 51F: 3 clusters Score -1.263098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -8715.384766 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -8715.385 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 114 members 
Entering Unmasked Estep 
Score: -7983.241699 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -7983.242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8191.903320 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -8191.903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8398.440430 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -8398.44 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: -8427.287109 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -8427.287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8466.424805 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -8466.425 nChanged 3
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: -8525.696289 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -8525.696 nChanged 2
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: -8528.936523 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -8528.937 nChanged 0
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: -8528.936523 Penalty: 1779.850586
	Iteration 7F: 3 clusters Score -8528.937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Entering Unmasked Estep 
Score: -4518557.500000 Penalty: 1699.463135
	Iteration 0F: 2 clusters Score -4518558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4495273.000000 Penalty: 3398.926270
	Iteration 0F: 3 clusters Score -4495273 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4504281.000000 Penalty: 3398.926270
	Iteration 1F: 3 clusters Score -4504281 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4504901.500000 Penalty: 3398.926270
	Iteration 2Q: 3 clusters Score -4504902 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4505644.000000 Penalty: 3398.926270
	Iteration 3Q: 3 clusters Score -4505644 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4506622.500000 Penalty: 3398.926270
	Iteration 4Q: 3 clusters Score -4506622 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4507724.500000 Penalty: 3398.926270
	Iteration 5F: 3 clusters Score -4507724 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4509140.500000 Penalty: 3398.926270
	Iteration 6F: 3 clusters Score -4509140 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4510649.000000 Penalty: 3398.926270
	Iteration 7F: 3 clusters Score -4510649 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4511951.000000 Penalty: 3398.926270
	Iteration 8F: 3 clusters Score -4511951 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4512890.500000 Penalty: 3398.926270
	Iteration 9Q: 3 clusters Score -4512890 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -4513281.000000 Penalty: 3398.926270
	Iteration 10Q: 3 clusters Score -4513281 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4513492.000000 Penalty: 3398.926270
	Iteration 11Q: 3 clusters Score -4513492 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -4513579.000000 Penalty: 3398.926270
	Iteration 12Q: 3 clusters Score -4513579 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4513642.500000 Penalty: 3398.926270
	Iteration 13Q: 3 clusters Score -4513642 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4513670.500000 Penalty: 3398.926270
	Iteration 14Q: 3 clusters Score -4513670 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -4513704.500000 Penalty: 3398.926270
	Iteration 15Q: 3 clusters Score -4513704 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4513757.500000 Penalty: 3398.926270
	Iteration 16Q: 3 clusters Score -4513758 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4513758.000000 Penalty: 3398.926270
	Iteration 17Q: 3 clusters Score -4513758 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4513754.000000 Penalty: 3398.926270
	Iteration 18Q: 3 clusters Score -4513754 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4513776.500000 Penalty: 3398.926270
	Iteration 19Q: 3 clusters Score -4513776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4513805.500000 Penalty: 3398.926270
	Iteration 20F: 3 clusters Score -4513806 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4513832.500000 Penalty: 3398.926270
	Iteration 21Q: 3 clusters Score -4513832 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4513837.500000 Penalty: 3398.926270
	Iteration 22Q: 3 clusters Score -4513838 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4513851.000000 Penalty: 3398.926270
	Iteration 23Q: 3 clusters Score -4513851 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -4513867.000000 Penalty: 3398.926270
	Iteration 24Q: 3 clusters Score -4513867 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4513869.000000 Penalty: 3398.926270
	Iteration 25Q: 3 clusters Score -4513869 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -4513879.000000 Penalty: 3398.926270
	Iteration 26Q: 3 clusters Score -4513879 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4513895.000000 Penalty: 3398.926270
	Iteration 27Q: 3 clusters Score -4513895 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4513894.000000 Penalty: 3398.926270
	Iteration 28Q: 3 clusters Score -4513894 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -4513913.000000 Penalty: 3398.926270
	Iteration 29Q: 3 clusters Score -4513913 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -4513924.500000 Penalty: 3398.926270
	Iteration 30Q: 3 clusters Score -4513924 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4513913.500000 Penalty: 3398.926270
	Iteration 31Q: 3 clusters Score -4513914 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -4513899.000000 Penalty: 3398.926270
	Iteration 32Q: 3 clusters Score -4513899 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4513928.000000 Penalty: 3398.926270
	Iteration 33Q: 3 clusters Score -4513928 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -4513958.500000 Penalty: 3398.926270
	Iteration 34Q: 3 clusters Score -4513958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4513976.000000 Penalty: 3398.926270
	Iteration 35Q: 3 clusters Score -4513976 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4514013.500000 Penalty: 3398.926270
	Iteration 36Q: 3 clusters Score -4514014 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -4514048.000000 Penalty: 3398.926270
	Iteration 37Q: 3 clusters Score -4514048 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4514088.500000 Penalty: 3398.926270
	Iteration 38Q: 3 clusters Score -4514088 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -4514125.500000 Penalty: 3398.926270
	Iteration 39Q: 3 clusters Score -4514126 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4514155.000000 Penalty: 3398.926270
	Iteration 40F: 3 clusters Score -4514155 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -4514181.500000 Penalty: 3398.926270
	Iteration 41Q: 3 clusters Score -4514182 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -4514234.000000 Penalty: 3398.926270
	Iteration 42Q: 3 clusters Score -4514234 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -4514283.500000 Penalty: 3398.926270
	Iteration 43Q: 3 clusters Score -4514284 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4514326.000000 Penalty: 3398.926270
	Iteration 44Q: 3 clusters Score -4514326 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -4514379.000000 Penalty: 3398.926270
	Iteration 45Q: 3 clusters Score -4514379 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -4514436.000000 Penalty: 3398.926270
	Iteration 46Q: 3 clusters Score -4514436 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -4514491.500000 Penalty: 3398.926270
	Iteration 47Q: 3 clusters Score -4514492 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -4514544.000000 Penalty: 3398.926270
	Iteration 48Q: 3 clusters Score -4514544 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -4514611.500000 Penalty: 3398.926270
	Iteration 49Q: 3 clusters Score -4514612 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -4514676.500000 Penalty: 3398.926270
	Iteration 50Q: 3 clusters Score -4514676 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -4514746.500000 Penalty: 3398.926270
	Iteration 51Q: 3 clusters Score -4514746 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -4514831.500000 Penalty: 3398.926270
	Iteration 52Q: 3 clusters Score -4514832 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -4514920.500000 Penalty: 3398.926270
	Iteration 53Q: 3 clusters Score -4514920 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -4515012.500000 Penalty: 3398.926270
	Iteration 54Q: 3 clusters Score -4515012 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -4515076.000000 Penalty: 3398.926270
	Iteration 55Q: 3 clusters Score -4515076 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4515147.000000 Penalty: 3398.926270
	Iteration 56Q: 3 clusters Score -4515147 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4515233.000000 Penalty: 3398.926270
	Iteration 57Q: 3 clusters Score -4515233 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -4515339.000000 Penalty: 3398.926270
	Iteration 58Q: 3 clusters Score -4515339 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4515392.500000 Penalty: 3398.926270
	Iteration 59Q: 3 clusters Score -4515392 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -4515450.000000 Penalty: 3398.926270
	Iteration 60F: 3 clusters Score -4515450 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -4515517.000000 Penalty: 3398.926270
	Iteration 61Q: 3 clusters Score -4515517 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -4515615.500000 Penalty: 3398.926270
	Iteration 62Q: 3 clusters Score -4515616 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4515698.500000 Penalty: 3398.926270
	Iteration 63Q: 3 clusters Score -4515698 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -4515768.000000 Penalty: 3398.926270
	Iteration 64Q: 3 clusters Score -4515768 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -4515824.500000 Penalty: 3398.926270
	Iteration 65Q: 3 clusters Score -4515824 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4515884.000000 Penalty: 3398.926270
	Iteration 66Q: 3 clusters Score -4515884 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4515946.000000 Penalty: 3398.926270
	Iteration 67Q: 3 clusters Score -4515946 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4516023.500000 Penalty: 3398.926270
	Iteration 68Q: 3 clusters Score -4516024 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4516105.500000 Penalty: 3398.926270
	Iteration 69Q: 3 clusters Score -4516106 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -4516193.000000 Penalty: 3398.926270
	Iteration 70Q: 3 clusters Score -4516193 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4516283.500000 Penalty: 3398.926270
	Iteration 71Q: 3 clusters Score -4516284 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4516353.500000 Penalty: 3398.926270
	Iteration 72Q: 3 clusters Score -4516354 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4516408.500000 Penalty: 3398.926270
	Iteration 73Q: 3 clusters Score -4516408 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4516480.500000 Penalty: 3398.926270
	Iteration 74Q: 3 clusters Score -4516480 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -4516566.000000 Penalty: 3398.926270
	Iteration 75Q: 3 clusters Score -4516566 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4516633.000000 Penalty: 3398.926270
	Iteration 76Q: 3 clusters Score -4516633 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4516692.500000 Penalty: 3398.926270
	Iteration 77Q: 3 clusters Score -4516692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4516751.500000 Penalty: 3398.926270
	Iteration 78Q: 3 clusters Score -4516752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -4516817.500000 Penalty: 3398.926270
	Iteration 79Q: 3 clusters Score -4516818 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4516870.000000 Penalty: 3398.926270
	Iteration 80F: 3 clusters Score -4516870 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4516915.000000 Penalty: 3398.926270
	Iteration 81Q: 3 clusters Score -4516915 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4516945.500000 Penalty: 3398.926270
	Iteration 82Q: 3 clusters Score -4516946 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4516980.500000 Penalty: 3398.926270
	Iteration 83Q: 3 clusters Score -4516980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4517005.000000 Penalty: 3398.926270
	Iteration 84Q: 3 clusters Score -4517005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4517031.000000 Penalty: 3398.926270
	Iteration 85Q: 3 clusters Score -4517031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4517043.000000 Penalty: 3398.926270
	Iteration 86Q: 3 clusters Score -4517043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -4517047.000000 Penalty: 3398.926270
	Iteration 87Q: 3 clusters Score -4517047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4517052.000000 Penalty: 3398.926270
	Iteration 88Q: 3 clusters Score -4517052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4517070.500000 Penalty: 3398.926270
	Iteration 89Q: 3 clusters Score -4517070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4517075.000000 Penalty: 3398.926270
	Iteration 90Q: 3 clusters Score -4517075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4517085.500000 Penalty: 3398.926270
	Iteration 91Q: 3 clusters Score -4517086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -4517096.000000 Penalty: 3398.926270
	Iteration 92Q: 3 clusters Score -4517096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4517100.000000 Penalty: 3398.926270
	Iteration 93Q: 3 clusters Score -4517100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4517109.500000 Penalty: 3398.926270
	Iteration 94Q: 3 clusters Score -4517110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4517109.000000 Penalty: 3398.926270
	Iteration 95Q: 3 clusters Score -4517109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4517111.000000 Penalty: 3398.926270
	Iteration 96Q: 3 clusters Score -4517111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4517112.500000 Penalty: 3398.926270
	Iteration 97Q: 3 clusters Score -4517112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4517124.000000 Penalty: 3398.926270
	Iteration 98Q: 3 clusters Score -4517124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4517131.000000 Penalty: 3398.926270
	Iteration 99Q: 3 clusters Score -4517131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4517136.500000 Penalty: 3398.926270
	Iteration 100F: 3 clusters Score -4517136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4517138.000000 Penalty: 3398.926270
	Iteration 101Q: 3 clusters Score -4517138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4517143.000000 Penalty: 3398.926270
	Iteration 102Q: 3 clusters Score -4517143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -4517148.500000 Penalty: 3398.926270
	Iteration 103Q: 3 clusters Score -4517148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -4517145.500000 Penalty: 3398.926270
	Iteration 104Q: 3 clusters Score -4517146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4517146.500000 Penalty: 3398.926270
	Iteration 105Q: 3 clusters Score -4517146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4517147.500000 Penalty: 3398.926270
	Iteration 106Q: 3 clusters Score -4517148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4517152.000000 Penalty: 3398.926270
	Iteration 107Q: 3 clusters Score -4517152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4517152.500000 Penalty: 3398.926270
	Iteration 108Q: 3 clusters Score -4517152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -4517150.500000 Penalty: 3398.926270
	Iteration 109Q: 3 clusters Score -4517150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4517154.000000 Penalty: 3398.926270
	Iteration 110Q: 3 clusters Score -4517154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4517154.500000 Penalty: 3398.926270
	Iteration 111Q: 3 clusters Score -4517154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4517154.500000 Penalty: 3398.926270
	Iteration 112F: 3 clusters Score -4517154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Entering Unmasked Estep 
Score: -1283417.500000 Penalty: 1497.620117
	Iteration 0F: 2 clusters Score -1283418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1276230.875000 Penalty: 2995.240234
	Iteration 0F: 3 clusters Score -1276231 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1278551.125000 Penalty: 2995.240234
	Iteration 1F: 3 clusters Score -1278551 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1278823.375000 Penalty: 2995.240234
	Iteration 2F: 3 clusters Score -1278823 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1279098.125000 Penalty: 2995.240234
	Iteration 3F: 3 clusters Score -1279098 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1279389.250000 Penalty: 2995.240234
	Iteration 4F: 3 clusters Score -1279389 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1279722.500000 Penalty: 2995.240234
	Iteration 5F: 3 clusters Score -1279722 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1280119.000000 Penalty: 2995.240234
	Iteration 6F: 3 clusters Score -1280119 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1280574.125000 Penalty: 2995.240234
	Iteration 7F: 3 clusters Score -1280574 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1281060.875000 Penalty: 2995.240234
	Iteration 8F: 3 clusters Score -1281061 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1281458.125000 Penalty: 2995.240234
	Iteration 9Q: 3 clusters Score -1281458 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1281714.750000 Penalty: 2995.240234
	Iteration 10Q: 3 clusters Score -1281715 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1281873.875000 Penalty: 2995.240234
	Iteration 11Q: 3 clusters Score -1281874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1281967.500000 Penalty: 2995.240234
	Iteration 12Q: 3 clusters Score -1281968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1282028.125000 Penalty: 2995.240234
	Iteration 13Q: 3 clusters Score -1282028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1282059.125000 Penalty: 2995.240234
	Iteration 14Q: 3 clusters Score -1282059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1282087.125000 Penalty: 2995.240234
	Iteration 15Q: 3 clusters Score -1282087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1282105.125000 Penalty: 2995.240234
	Iteration 16Q: 3 clusters Score -1282105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1282114.500000 Penalty: 2995.240234
	Iteration 17Q: 3 clusters Score -1282114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1282117.000000 Penalty: 2995.240234
	Iteration 18Q: 3 clusters Score -1282117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1282118.875000 Penalty: 2995.240234
	Iteration 19Q: 3 clusters Score -1282119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1282119.000000 Penalty: 2995.240234
	Iteration 20F: 3 clusters Score -1282119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Entering Unmasked Estep 
Score: -887673.687500 Penalty: 1442.302368
	Iteration 0F: 2 clusters Score -887673.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -882285.250000 Penalty: 2884.604736
	Iteration 0F: 3 clusters Score -882285.2 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -883991.562500 Penalty: 2884.604736
	Iteration 1F: 3 clusters Score -883991.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -884316.312500 Penalty: 2884.604736
	Iteration 2F: 3 clusters Score -884316.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -884594.062500 Penalty: 2884.604736
	Iteration 3F: 3 clusters Score -884594.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -884835.937500 Penalty: 2884.604736
	Iteration 4F: 3 clusters Score -884835.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -885054.750000 Penalty: 2884.604736
	Iteration 5F: 3 clusters Score -885054.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -885282.937500 Penalty: 2884.604736
	Iteration 6F: 3 clusters Score -885282.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -885543.812500 Penalty: 2884.604736
	Iteration 7F: 3 clusters Score -885543.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -885799.625000 Penalty: 2884.604736
	Iteration 8F: 3 clusters Score -885799.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -886038.812500 Penalty: 2884.604736
	Iteration 9Q: 3 clusters Score -886038.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -886240.562500 Penalty: 2884.604736
	Iteration 10Q: 3 clusters Score -886240.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -886413.687500 Penalty: 2884.604736
	Iteration 11Q: 3 clusters Score -886413.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -886564.000000 Penalty: 2884.604736
	Iteration 12Q: 3 clusters Score -886564 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -886673.125000 Penalty: 2884.604736
	Iteration 13Q: 3 clusters Score -886673.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -886747.250000 Penalty: 2884.604736
	Iteration 14Q: 3 clusters Score -886747.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -886817.812500 Penalty: 2884.604736
	Iteration 15Q: 3 clusters Score -886817.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -886868.937500 Penalty: 2884.604736
	Iteration 16Q: 3 clusters Score -886868.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -886914.375000 Penalty: 2884.604736
	Iteration 17Q: 3 clusters Score -886914.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -886954.937500 Penalty: 2884.604736
	Iteration 18Q: 3 clusters Score -886954.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -886985.562500 Penalty: 2884.604736
	Iteration 19Q: 3 clusters Score -886985.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -886997.125000 Penalty: 2884.604736
	Iteration 20F: 3 clusters Score -886997.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -887002.500000 Penalty: 2884.604736
	Iteration 21Q: 3 clusters Score -887002.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -887015.125000 Penalty: 2884.604736
	Iteration 22Q: 3 clusters Score -887015.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -887023.250000 Penalty: 2884.604736
	Iteration 23Q: 3 clusters Score -887023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -887030.625000 Penalty: 2884.604736
	Iteration 24Q: 3 clusters Score -887030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -887040.375000 Penalty: 2884.604736
	Iteration 25Q: 3 clusters Score -887040.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -887042.500000 Penalty: 2884.604736
	Iteration 26Q: 3 clusters Score -887042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -887041.937500 Penalty: 2884.604736
	Iteration 27Q: 3 clusters Score -887041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -887042.937500 Penalty: 2884.604736
	Iteration 28Q: 3 clusters Score -887042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -887043.937500 Penalty: 2884.604736
	Iteration 29Q: 3 clusters Score -887043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -887044.812500 Penalty: 2884.604736
	Iteration 30Q: 3 clusters Score -887044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -887044.812500 Penalty: 2884.604736
	Iteration 31F: 3 clusters Score -887044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97305 members 
Entering Unmasked Estep 
Score: -12488582.000000 Penalty: 1866.410889
	Iteration 0F: 2 clusters Score -1.248858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -12426317.000000 Penalty: 3732.821777
	Iteration 0F: 3 clusters Score -1.242632e+07 nChanged 46512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -12452891.000000 Penalty: 3732.821777
	Iteration 1F: 3 clusters Score -1.245289e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -12453549.000000 Penalty: 3732.821777
	Iteration 2Q: 3 clusters Score -1.245355e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -12454176.000000 Penalty: 3732.821777
	Iteration 3Q: 3 clusters Score -1.245418e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -12455101.000000 Penalty: 3732.821777
	Iteration 4Q: 3 clusters Score -1.24551e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -12456278.000000 Penalty: 3732.821777
	Iteration 5Q: 3 clusters Score -1.245628e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -12458005.000000 Penalty: 3732.821777
	Iteration 6Q: 3 clusters Score -1.2458e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -12460569.000000 Penalty: 3732.821777
	Iteration 7F: 3 clusters Score -1.246057e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -12463996.000000 Penalty: 3732.821777
	Iteration 8F: 3 clusters Score -1.2464e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -12468169.000000 Penalty: 3732.821777
	Iteration 9F: 3 clusters Score -1.246817e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -12472866.000000 Penalty: 3732.821777
	Iteration 10F: 3 clusters Score -1.247287e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85692 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -12477746.000000 Penalty: 3732.821777
	Iteration 11F: 3 clusters Score -1.247775e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -12481882.000000 Penalty: 3732.821777
	Iteration 12Q: 3 clusters Score -1.248188e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -12484394.000000 Penalty: 3732.821777
	Iteration 13Q: 3 clusters Score -1.248439e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -12485636.000000 Penalty: 3732.821777
	Iteration 14Q: 3 clusters Score -1.248564e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -12486221.000000 Penalty: 3732.821777
	Iteration 15Q: 3 clusters Score -1.248622e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95966 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12486509.000000 Penalty: 3732.821777
	Iteration 16Q: 3 clusters Score -1.248651e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12486696.000000 Penalty: 3732.821777
	Iteration 17Q: 3 clusters Score -1.24867e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12486782.000000 Penalty: 3732.821777
	Iteration 18Q: 3 clusters Score -1.248678e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12486867.000000 Penalty: 3732.821777
	Iteration 19Q: 3 clusters Score -1.248687e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12486902.000000 Penalty: 3732.821777
	Iteration 20F: 3 clusters Score -1.24869e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96523 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12486933.000000 Penalty: 3732.821777
	Iteration 21Q: 3 clusters Score -1.248693e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96564 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12486970.000000 Penalty: 3732.821777
	Iteration 22Q: 3 clusters Score -1.248697e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96587 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12487002.000000 Penalty: 3732.821777
	Iteration 23Q: 3 clusters Score -1.2487e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96610 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12487003.000000 Penalty: 3732.821777
	Iteration 24Q: 3 clusters Score -1.2487e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12487022.000000 Penalty: 3732.821777
	Iteration 25Q: 3 clusters Score -1.248702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12487034.000000 Penalty: 3732.821777
	Iteration 26Q: 3 clusters Score -1.248703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12487030.000000 Penalty: 3732.821777
	Iteration 27Q: 3 clusters Score -1.248703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12487034.000000 Penalty: 3732.821777
	Iteration 28Q: 3 clusters Score -1.248703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12487039.000000 Penalty: 3732.821777
	Iteration 29Q: 3 clusters Score -1.248704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12487048.000000 Penalty: 3732.821777
	Iteration 30Q: 3 clusters Score -1.248705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12487048.000000 Penalty: 3732.821777
	Iteration 31Q: 3 clusters Score -1.248705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12487053.000000 Penalty: 3732.821777
	Iteration 32Q: 3 clusters Score -1.248705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12487044.000000 Penalty: 3732.821777
	Iteration 33Q: 3 clusters Score -1.248704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96705 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12487049.000000 Penalty: 3732.821777
	Iteration 34Q: 3 clusters Score -1.248705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -12487047.000000 Penalty: 3732.821777
	Iteration 35Q: 3 clusters Score -1.248705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12487040.000000 Penalty: 3732.821777
	Iteration 36Q: 3 clusters Score -1.248704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12487040.000000 Penalty: 3732.821777
	Iteration 37F: 3 clusters Score -1.248704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (99023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Entering Unmasked Estep 
Score: -12729731.000000 Penalty: 1869.254883
	Iteration 0F: 2 clusters Score -1.272973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -12666064.000000 Penalty: 3738.509766
	Iteration 0F: 3 clusters Score -1.266606e+07 nChanged 47264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -12693262.000000 Penalty: 3738.509766
	Iteration 1F: 3 clusters Score -1.269326e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -12693937.000000 Penalty: 3738.509766
	Iteration 2Q: 3 clusters Score -1.269394e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -12694914.000000 Penalty: 3738.509766
	Iteration 3Q: 3 clusters Score -1.269491e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -12696241.000000 Penalty: 3738.509766
	Iteration 4Q: 3 clusters Score -1.269624e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -12698404.000000 Penalty: 3738.509766
	Iteration 5Q: 3 clusters Score -1.26984e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -12701850.000000 Penalty: 3738.509766
	Iteration 6F: 3 clusters Score -1.270185e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -12706683.000000 Penalty: 3738.509766
	Iteration 7F: 3 clusters Score -1.270668e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -12712168.000000 Penalty: 3738.509766
	Iteration 8F: 3 clusters Score -1.271217e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -12716986.000000 Penalty: 3738.509766
	Iteration 9F: 3 clusters Score -1.271699e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -12720632.000000 Penalty: 3738.509766
	Iteration 10Q: 3 clusters Score -1.272063e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -12723156.000000 Penalty: 3738.509766
	Iteration 11Q: 3 clusters Score -1.272316e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -12724644.000000 Penalty: 3738.509766
	Iteration 12Q: 3 clusters Score -1.272464e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 94090 members 
Entering Unmasked Estep 
Score: -12725527.000000 Penalty: 3738.509766
	Iteration 13Q: 3 clusters Score -1.272553e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -12726179.000000 Penalty: 3738.509766
	Iteration 14Q: 3 clusters Score -1.272618e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -12726717.000000 Penalty: 3738.509766
	Iteration 15Q: 3 clusters Score -1.272672e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -12727041.000000 Penalty: 3738.509766
	Iteration 16Q: 3 clusters Score -1.272704e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -12727257.000000 Penalty: 3738.509766
	Iteration 17Q: 3 clusters Score -1.272726e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -12727457.000000 Penalty: 3738.509766
	Iteration 18Q: 3 clusters Score -1.272746e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -12727636.000000 Penalty: 3738.509766
	Iteration 19Q: 3 clusters Score -1.272764e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 97282 members 
Entering Unmasked Estep 
Score: -12727747.000000 Penalty: 3738.509766
	Iteration 20F: 3 clusters Score -1.272775e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -12727869.000000 Penalty: 3738.509766
	Iteration 21Q: 3 clusters Score -1.272787e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 97482 members 
Entering Unmasked Estep 
Score: -12727960.000000 Penalty: 3738.509766
	Iteration 22Q: 3 clusters Score -1.272796e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -12728015.000000 Penalty: 3738.509766
	Iteration 23Q: 3 clusters Score -1.272802e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 97591 members 
Entering Unmasked Estep 
Score: -12728046.000000 Penalty: 3738.509766
	Iteration 24Q: 3 clusters Score -1.272805e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -12728065.000000 Penalty: 3738.509766
	Iteration 25Q: 3 clusters Score -1.272806e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
Score: -12728078.000000 Penalty: 3738.509766
	Iteration 26Q: 3 clusters Score -1.272808e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -12728094.000000 Penalty: 3738.509766
	Iteration 27Q: 3 clusters Score -1.272809e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -12728105.000000 Penalty: 3738.509766
	Iteration 28Q: 3 clusters Score -1.27281e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 97690 members 
Entering Unmasked Estep 
Score: -12728104.000000 Penalty: 3738.509766
	Iteration 29Q: 3 clusters Score -1.27281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 97707 members 
Entering Unmasked Estep 
Score: -12728108.000000 Penalty: 3738.509766
	Iteration 30Q: 3 clusters Score -1.272811e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -12728112.000000 Penalty: 3738.509766
	Iteration 31Q: 3 clusters Score -1.272811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -12728116.000000 Penalty: 3738.509766
	Iteration 32Q: 3 clusters Score -1.272812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 97761 members 
Entering Unmasked Estep 
Score: -12728147.000000 Penalty: 3738.509766
	Iteration 33Q: 3 clusters Score -1.272815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -12728173.000000 Penalty: 3738.509766
	Iteration 34Q: 3 clusters Score -1.272817e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -12728186.000000 Penalty: 3738.509766
	Iteration 35Q: 3 clusters Score -1.272819e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -12728206.000000 Penalty: 3738.509766
	Iteration 36Q: 3 clusters Score -1.272821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -12728211.000000 Penalty: 3738.509766
	Iteration 37Q: 3 clusters Score -1.272821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -12728206.000000 Penalty: 3738.509766
	Iteration 38Q: 3 clusters Score -1.272821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -12728210.000000 Penalty: 3738.509766
	Iteration 39Q: 3 clusters Score -1.272821e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 97842 members 
Entering Unmasked Estep 
Score: -12728224.000000 Penalty: 3738.509766
	Iteration 40F: 3 clusters Score -1.272822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -12728230.000000 Penalty: 3738.509766
	Iteration 41Q: 3 clusters Score -1.272823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -12728234.000000 Penalty: 3738.509766
	Iteration 42Q: 3 clusters Score -1.272823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 97831 members 
Entering Unmasked Estep 
Score: -12728237.000000 Penalty: 3738.509766
	Iteration 43Q: 3 clusters Score -1.272824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 97828 members 
Entering Unmasked Estep 
Score: -12728238.000000 Penalty: 3738.509766
	Iteration 44Q: 3 clusters Score -1.272824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
Score: -12728236.000000 Penalty: 3738.509766
	Iteration 45Q: 3 clusters Score -1.272824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 97828 members 
Entering Unmasked Estep 
Score: -12728229.000000 Penalty: 3738.509766
	Iteration 46Q: 3 clusters Score -1.272823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -12728233.000000 Penalty: 3738.509766
	Iteration 47Q: 3 clusters Score -1.272823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 97824 members 
Entering Unmasked Estep 
Score: -12728239.000000 Penalty: 3738.509766
	Iteration 48Q: 3 clusters Score -1.272824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -12728245.000000 Penalty: 3738.509766
	Iteration 49Q: 3 clusters Score -1.272824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -12728248.000000 Penalty: 3738.509766
	Iteration 50Q: 3 clusters Score -1.272825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -12728253.000000 Penalty: 3738.509766
	Iteration 51Q: 3 clusters Score -1.272825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -12728260.000000 Penalty: 3738.509766
	Iteration 52Q: 3 clusters Score -1.272826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -12728254.000000 Penalty: 3738.509766
	Iteration 53Q: 3 clusters Score -1.272825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -12728270.000000 Penalty: 3738.509766
	Iteration 54Q: 3 clusters Score -1.272827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -12728262.000000 Penalty: 3738.509766
	Iteration 55Q: 3 clusters Score -1.272826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -12728265.000000 Penalty: 3738.509766
	Iteration 56Q: 3 clusters Score -1.272826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -12728259.000000 Penalty: 3738.509766
	Iteration 57Q: 3 clusters Score -1.272826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -12728262.000000 Penalty: 3738.509766
	Iteration 58Q: 3 clusters Score -1.272826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -12728266.000000 Penalty: 3738.509766
	Iteration 59Q: 3 clusters Score -1.272827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -12728262.000000 Penalty: 3738.509766
	Iteration 60F: 3 clusters Score -1.272826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -12728265.000000 Penalty: 3738.509766
	Iteration 61Q: 3 clusters Score -1.272826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -12728265.000000 Penalty: 3738.509766
	Iteration 62F: 3 clusters Score -1.272826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -30122.404297 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -30122.4 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 145 members 
Entering Unmasked Estep 
Score: -29269.339844 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -29269.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29408.365234 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -29408.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29442.460938 Penalty: 1835.916626
	Iteration 2F: 3 clusters Score -29442.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29461.505859 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -29461.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29485.335938 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -29485.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29502.898438 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -29502.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29520.388672 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -29520.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29528.937500 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -29528.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29541.238281 Penalty: 1835.916626
	Iteration 8Q: 3 clusters Score -29541.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29557.558594 Penalty: 1835.916626
	Iteration 9Q: 3 clusters Score -29557.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29559.705078 Penalty: 1835.916626
	Iteration 10Q: 3 clusters Score -29559.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29561.837891 Penalty: 1835.916626
	Iteration 11Q: 3 clusters Score -29561.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29561.837891 Penalty: 1835.916626
	Iteration 12F: 3 clusters Score -29561.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -18816.548828 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -18816.55 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 138 members 
Entering Unmasked Estep 
Score: -18122.388672 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -18122.39 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18419.255859 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -18419.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18498.470703 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -18498.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18559.208984 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -18559.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18571.941406 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -18571.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18571.941406 Penalty: 1840.462158
	Iteration 5F: 3 clusters Score -18571.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -31579.572266 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -31579.57 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 162 members 
Entering Unmasked Estep 
Score: -30740.072266 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -30740.07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30899.818359 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -30899.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30989.429688 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -30989.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31062.548828 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -31062.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31079.917969 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -31079.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -31092.958984 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -31092.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31098.144531 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -31098.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -31100.572266 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -31100.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -31100.572266 Penalty: 1889.592529
	Iteration 8F: 3 clusters Score -31100.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Entering Unmasked Estep 
Score: -533475.375000 Penalty: 1361.114624
	Iteration 0F: 2 clusters Score -533475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -529851.687500 Penalty: 2722.229248
	Iteration 0F: 3 clusters Score -529851.7 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -530775.687500 Penalty: 2722.229248
	Iteration 1F: 3 clusters Score -530775.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -530937.875000 Penalty: 2722.229248
	Iteration 2F: 3 clusters Score -530937.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -531064.812500 Penalty: 2722.229248
	Iteration 3Q: 3 clusters Score -531064.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -531181.125000 Penalty: 2722.229248
	Iteration 4Q: 3 clusters Score -531181.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -531284.687500 Penalty: 2722.229248
	Iteration 5Q: 3 clusters Score -531284.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -531375.937500 Penalty: 2722.229248
	Iteration 6Q: 3 clusters Score -531375.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -531438.937500 Penalty: 2722.229248
	Iteration 7Q: 3 clusters Score -531438.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -531488.812500 Penalty: 2722.229248
	Iteration 8Q: 3 clusters Score -531488.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -531535.500000 Penalty: 2722.229248
	Iteration 9Q: 3 clusters Score -531535.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -531579.000000 Penalty: 2722.229248
	Iteration 10Q: 3 clusters Score -531579 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -531632.187500 Penalty: 2722.229248
	Iteration 11Q: 3 clusters Score -531632.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -531695.375000 Penalty: 2722.229248
	Iteration 12Q: 3 clusters Score -531695.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -531771.750000 Penalty: 2722.229248
	Iteration 13Q: 3 clusters Score -531771.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -531827.500000 Penalty: 2722.229248
	Iteration 14Q: 3 clusters Score -531827.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -531880.312500 Penalty: 2722.229248
	Iteration 15Q: 3 clusters Score -531880.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -531933.500000 Penalty: 2722.229248
	Iteration 16Q: 3 clusters Score -531933.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -531988.375000 Penalty: 2722.229248
	Iteration 17Q: 3 clusters Score -531988.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -532034.812500 Penalty: 2722.229248
	Iteration 18Q: 3 clusters Score -532034.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -532064.687500 Penalty: 2722.229248
	Iteration 19Q: 3 clusters Score -532064.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -532099.500000 Penalty: 2722.229248
	Iteration 20F: 3 clusters Score -532099.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -532126.375000 Penalty: 2722.229248
	Iteration 21Q: 3 clusters Score -532126.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -532148.750000 Penalty: 2722.229248
	Iteration 22Q: 3 clusters Score -532148.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -532170.437500 Penalty: 2722.229248
	Iteration 23Q: 3 clusters Score -532170.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -532187.500000 Penalty: 2722.229248
	Iteration 24Q: 3 clusters Score -532187.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -532200.562500 Penalty: 2722.229248
	Iteration 25Q: 3 clusters Score -532200.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -532215.562500 Penalty: 2722.229248
	Iteration 26Q: 3 clusters Score -532215.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -532226.375000 Penalty: 2722.229248
	Iteration 27Q: 3 clusters Score -532226.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -532233.062500 Penalty: 2722.229248
	Iteration 28Q: 3 clusters Score -532233.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -532241.562500 Penalty: 2722.229248
	Iteration 29Q: 3 clusters Score -532241.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -532247.500000 Penalty: 2722.229248
	Iteration 30Q: 3 clusters Score -532247.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -532251.625000 Penalty: 2722.229248
	Iteration 31Q: 3 clusters Score -532251.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -532258.750000 Penalty: 2722.229248
	Iteration 32Q: 3 clusters Score -532258.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -532265.437500 Penalty: 2722.229248
	Iteration 33Q: 3 clusters Score -532265.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -532268.187500 Penalty: 2722.229248
	Iteration 34Q: 3 clusters Score -532268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -532269.875000 Penalty: 2722.229248
	Iteration 35Q: 3 clusters Score -532269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -532273.062500 Penalty: 2722.229248
	Iteration 36Q: 3 clusters Score -532273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -532277.562500 Penalty: 2722.229248
	Iteration 37Q: 3 clusters Score -532277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -532280.250000 Penalty: 2722.229248
	Iteration 38Q: 3 clusters Score -532280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -532282.500000 Penalty: 2722.229248
	Iteration 39Q: 3 clusters Score -532282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -532285.500000 Penalty: 2722.229248
	Iteration 40F: 3 clusters Score -532285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -532288.562500 Penalty: 2722.229248
	Iteration 41Q: 3 clusters Score -532288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -532290.937500 Penalty: 2722.229248
	Iteration 42Q: 3 clusters Score -532290.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -532294.875000 Penalty: 2722.229248
	Iteration 43Q: 3 clusters Score -532294.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -532299.125000 Penalty: 2722.229248
	Iteration 44Q: 3 clusters Score -532299.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -532304.750000 Penalty: 2722.229248
	Iteration 45Q: 3 clusters Score -532304.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -532310.000000 Penalty: 2722.229248
	Iteration 46Q: 3 clusters Score -532310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -532311.312500 Penalty: 2722.229248
	Iteration 47Q: 3 clusters Score -532311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -532313.250000 Penalty: 2722.229248
	Iteration 48Q: 3 clusters Score -532313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -532313.812500 Penalty: 2722.229248
	Iteration 49Q: 3 clusters Score -532313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -532313.812500 Penalty: 2722.229248
	Iteration 50F: 3 clusters Score -532313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Entering Unmasked Estep 
Score: -2129657.000000 Penalty: 1577.306152
	Iteration 0F: 2 clusters Score -2129657 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 8205 members 
Entering Unmasked Estep 
Score: -2118311.500000 Penalty: 3154.612305
	Iteration 0F: 3 clusters Score -2118312 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2122296.000000 Penalty: 3154.612305
	Iteration 1F: 3 clusters Score -2122296 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2122567.000000 Penalty: 3154.612305
	Iteration 2Q: 3 clusters Score -2122567 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2122775.000000 Penalty: 3154.612305
	Iteration 3Q: 3 clusters Score -2122775 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2122976.500000 Penalty: 3154.612305
	Iteration 4Q: 3 clusters Score -2122976 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2123189.750000 Penalty: 3154.612305
	Iteration 5Q: 3 clusters Score -2123190 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2123434.250000 Penalty: 3154.612305
	Iteration 6Q: 3 clusters Score -2123434 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2123710.000000 Penalty: 3154.612305
	Iteration 7Q: 3 clusters Score -2123710 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2124071.000000 Penalty: 3154.612305
	Iteration 8Q: 3 clusters Score -2124071 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2124465.250000 Penalty: 3154.612305
	Iteration 9Q: 3 clusters Score -2124465 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2124933.000000 Penalty: 3154.612305
	Iteration 10Q: 3 clusters Score -2124933 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2125389.500000 Penalty: 3154.612305
	Iteration 11Q: 3 clusters Score -2125390 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2125808.750000 Penalty: 3154.612305
	Iteration 12Q: 3 clusters Score -2125809 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2126216.000000 Penalty: 3154.612305
	Iteration 13Q: 3 clusters Score -2126216 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2126549.750000 Penalty: 3154.612305
	Iteration 14Q: 3 clusters Score -2126550 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2126787.750000 Penalty: 3154.612305
	Iteration 15Q: 3 clusters Score -2126788 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2126991.750000 Penalty: 3154.612305
	Iteration 16Q: 3 clusters Score -2126992 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2127172.500000 Penalty: 3154.612305
	Iteration 17Q: 3 clusters Score -2127172 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2127324.500000 Penalty: 3154.612305
	Iteration 18Q: 3 clusters Score -2127324 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2127499.500000 Penalty: 3154.612305
	Iteration 19Q: 3 clusters Score -2127500 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2127668.250000 Penalty: 3154.612305
	Iteration 20F: 3 clusters Score -2127668 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2127798.000000 Penalty: 3154.612305
	Iteration 21Q: 3 clusters Score -2127798 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2127901.750000 Penalty: 3154.612305
	Iteration 22Q: 3 clusters Score -2127902 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2127988.500000 Penalty: 3154.612305
	Iteration 23Q: 3 clusters Score -2127988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2128054.500000 Penalty: 3154.612305
	Iteration 24Q: 3 clusters Score -2128054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2128086.250000 Penalty: 3154.612305
	Iteration 25Q: 3 clusters Score -2128086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2128123.750000 Penalty: 3154.612305
	Iteration 26Q: 3 clusters Score -2128124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2128151.750000 Penalty: 3154.612305
	Iteration 27Q: 3 clusters Score -2128152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2128184.750000 Penalty: 3154.612305
	Iteration 28Q: 3 clusters Score -2128185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2128219.500000 Penalty: 3154.612305
	Iteration 29Q: 3 clusters Score -2128220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2128238.000000 Penalty: 3154.612305
	Iteration 30Q: 3 clusters Score -2128238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2128260.500000 Penalty: 3154.612305
	Iteration 31Q: 3 clusters Score -2128260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2128272.000000 Penalty: 3154.612305
	Iteration 32Q: 3 clusters Score -2128272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2128277.500000 Penalty: 3154.612305
	Iteration 33Q: 3 clusters Score -2128278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2128276.250000 Penalty: 3154.612305
	Iteration 34Q: 3 clusters Score -2128276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2128281.500000 Penalty: 3154.612305
	Iteration 35Q: 3 clusters Score -2128282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2128283.500000 Penalty: 3154.612305
	Iteration 36Q: 3 clusters Score -2128284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2128285.750000 Penalty: 3154.612305
	Iteration 37Q: 3 clusters Score -2128286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2128285.000000 Penalty: 3154.612305
	Iteration 38Q: 3 clusters Score -2128285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2128286.750000 Penalty: 3154.612305
	Iteration 39Q: 3 clusters Score -2128287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2128285.250000 Penalty: 3154.612305
	Iteration 40F: 3 clusters Score -2128285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Entering Unmasked Estep 
Score: -3027099.500000 Penalty: 1635.370605
	Iteration 0F: 2 clusters Score -3027100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3011239.000000 Penalty: 3270.741211
	Iteration 0F: 3 clusters Score -3011239 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3016871.000000 Penalty: 3270.741211
	Iteration 1F: 3 clusters Score -3016871 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3017210.250000 Penalty: 3270.741211
	Iteration 2Q: 3 clusters Score -3017210 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3017576.500000 Penalty: 3270.741211
	Iteration 3Q: 3 clusters Score -3017576 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3017982.500000 Penalty: 3270.741211
	Iteration 4Q: 3 clusters Score -3017982 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3018521.000000 Penalty: 3270.741211
	Iteration 5Q: 3 clusters Score -3018521 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3019339.250000 Penalty: 3270.741211
	Iteration 6F: 3 clusters Score -3019339 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -3020469.750000 Penalty: 3270.741211
	Iteration 7F: 3 clusters Score -3020470 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3021861.750000 Penalty: 3270.741211
	Iteration 8F: 3 clusters Score -3021862 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3023129.250000 Penalty: 3270.741211
	Iteration 9F: 3 clusters Score -3023129 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3024060.750000 Penalty: 3270.741211
	Iteration 10Q: 3 clusters Score -3024061 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -3024660.750000 Penalty: 3270.741211
	Iteration 11Q: 3 clusters Score -3024661 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3024979.250000 Penalty: 3270.741211
	Iteration 12Q: 3 clusters Score -3024979 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3025142.250000 Penalty: 3270.741211
	Iteration 13Q: 3 clusters Score -3025142 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3025223.000000 Penalty: 3270.741211
	Iteration 14Q: 3 clusters Score -3025223 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3025284.250000 Penalty: 3270.741211
	Iteration 15Q: 3 clusters Score -3025284 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3025315.250000 Penalty: 3270.741211
	Iteration 16Q: 3 clusters Score -3025315 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3025345.750000 Penalty: 3270.741211
	Iteration 17Q: 3 clusters Score -3025346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3025363.500000 Penalty: 3270.741211
	Iteration 18Q: 3 clusters Score -3025364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3025368.500000 Penalty: 3270.741211
	Iteration 19Q: 3 clusters Score -3025368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3025385.000000 Penalty: 3270.741211
	Iteration 20F: 3 clusters Score -3025385 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3025395.250000 Penalty: 3270.741211
	Iteration 21Q: 3 clusters Score -3025395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3025405.750000 Penalty: 3270.741211
	Iteration 22Q: 3 clusters Score -3025406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3025415.250000 Penalty: 3270.741211
	Iteration 23Q: 3 clusters Score -3025415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3025431.500000 Penalty: 3270.741211
	Iteration 24Q: 3 clusters Score -3025432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3025435.250000 Penalty: 3270.741211
	Iteration 25Q: 3 clusters Score -3025435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3025442.250000 Penalty: 3270.741211
	Iteration 26Q: 3 clusters Score -3025442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3025450.500000 Penalty: 3270.741211
	Iteration 27Q: 3 clusters Score -3025450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3025456.250000 Penalty: 3270.741211
	Iteration 28Q: 3 clusters Score -3025456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3025468.500000 Penalty: 3270.741211
	Iteration 29Q: 3 clusters Score -3025468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3025469.750000 Penalty: 3270.741211
	Iteration 30Q: 3 clusters Score -3025470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3025466.500000 Penalty: 3270.741211
	Iteration 31Q: 3 clusters Score -3025466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3025469.000000 Penalty: 3270.741211
	Iteration 32Q: 3 clusters Score -3025469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3025481.750000 Penalty: 3270.741211
	Iteration 33Q: 3 clusters Score -3025482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3025474.250000 Penalty: 3270.741211
	Iteration 34Q: 3 clusters Score -3025474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3025479.500000 Penalty: 3270.741211
	Iteration 35Q: 3 clusters Score -3025480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3025484.750000 Penalty: 3270.741211
	Iteration 36Q: 3 clusters Score -3025485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3025489.250000 Penalty: 3270.741211
	Iteration 37Q: 3 clusters Score -3025489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3025493.500000 Penalty: 3270.741211
	Iteration 38Q: 3 clusters Score -3025494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3025496.250000 Penalty: 3270.741211
	Iteration 39Q: 3 clusters Score -3025496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3025488.250000 Penalty: 3270.741211
	Iteration 40F: 3 clusters Score -3025488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3025501.250000 Penalty: 3270.741211
	Iteration 41Q: 3 clusters Score -3025501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3025510.250000 Penalty: 3270.741211
	Iteration 42Q: 3 clusters Score -3025510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3025508.250000 Penalty: 3270.741211
	Iteration 43Q: 3 clusters Score -3025508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3025508.000000 Penalty: 3270.741211
	Iteration 44Q: 3 clusters Score -3025508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3025507.750000 Penalty: 3270.741211
	Iteration 45Q: 3 clusters Score -3025508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3025517.250000 Penalty: 3270.741211
	Iteration 46Q: 3 clusters Score -3025517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3025514.750000 Penalty: 3270.741211
	Iteration 47Q: 3 clusters Score -3025515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3025514.500000 Penalty: 3270.741211
	Iteration 48Q: 3 clusters Score -3025514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3025519.000000 Penalty: 3270.741211
	Iteration 49Q: 3 clusters Score -3025519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3025516.000000 Penalty: 3270.741211
	Iteration 50Q: 3 clusters Score -3025516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3025523.500000 Penalty: 3270.741211
	Iteration 51Q: 3 clusters Score -3025524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3025529.250000 Penalty: 3270.741211
	Iteration 52Q: 3 clusters Score -3025529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3025537.000000 Penalty: 3270.741211
	Iteration 53Q: 3 clusters Score -3025537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3025540.750000 Penalty: 3270.741211
	Iteration 54Q: 3 clusters Score -3025541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3025542.500000 Penalty: 3270.741211
	Iteration 55Q: 3 clusters Score -3025542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3025547.500000 Penalty: 3270.741211
	Iteration 56Q: 3 clusters Score -3025548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3025556.000000 Penalty: 3270.741211
	Iteration 57Q: 3 clusters Score -3025556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3025561.250000 Penalty: 3270.741211
	Iteration 58Q: 3 clusters Score -3025561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3025559.500000 Penalty: 3270.741211
	Iteration 59Q: 3 clusters Score -3025560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3025565.750000 Penalty: 3270.741211
	Iteration 60F: 3 clusters Score -3025566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3025570.000000 Penalty: 3270.741211
	Iteration 61Q: 3 clusters Score -3025570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3025575.250000 Penalty: 3270.741211
	Iteration 62Q: 3 clusters Score -3025575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3025577.000000 Penalty: 3270.741211
	Iteration 63Q: 3 clusters Score -3025577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3025583.500000 Penalty: 3270.741211
	Iteration 64Q: 3 clusters Score -3025584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3025584.500000 Penalty: 3270.741211
	Iteration 65Q: 3 clusters Score -3025584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3025588.000000 Penalty: 3270.741211
	Iteration 66Q: 3 clusters Score -3025588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3025594.000000 Penalty: 3270.741211
	Iteration 67Q: 3 clusters Score -3025594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3025592.500000 Penalty: 3270.741211
	Iteration 68Q: 3 clusters Score -3025592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3025593.750000 Penalty: 3270.741211
	Iteration 69Q: 3 clusters Score -3025594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3025596.500000 Penalty: 3270.741211
	Iteration 70Q: 3 clusters Score -3025596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3025593.500000 Penalty: 3270.741211
	Iteration 71Q: 3 clusters Score -3025594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3025598.000000 Penalty: 3270.741211
	Iteration 72Q: 3 clusters Score -3025598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3025597.750000 Penalty: 3270.741211
	Iteration 73Q: 3 clusters Score -3025598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3025600.750000 Penalty: 3270.741211
	Iteration 74Q: 3 clusters Score -3025601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3025602.750000 Penalty: 3270.741211
	Iteration 75Q: 3 clusters Score -3025603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3025598.500000 Penalty: 3270.741211
	Iteration 76Q: 3 clusters Score -3025598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3025600.500000 Penalty: 3270.741211
	Iteration 77Q: 3 clusters Score -3025600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3025596.750000 Penalty: 3270.741211
	Iteration 78Q: 3 clusters Score -3025597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3025601.000000 Penalty: 3270.741211
	Iteration 79Q: 3 clusters Score -3025601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3025600.000000 Penalty: 3270.741211
	Iteration 80F: 3 clusters Score -3025600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -113295.664062 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -113295.7 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 467 members 
Entering Unmasked Estep 
Score: -111906.757812 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -111906.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112132.562500 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -112132.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -112188.312500 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -112188.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112231.273438 Penalty: 2230.736084
	Iteration 3Q: 3 clusters Score -112231.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112277.085938 Penalty: 2230.736084
	Iteration 4Q: 3 clusters Score -112277.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112318.312500 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -112318.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112334.000000 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -112334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112345.429688 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -112345.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112359.320312 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -112359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112366.710938 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -112366.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112369.742188 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -112369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112376.531250 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -112376.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112384.164062 Penalty: 2230.736084
	Iteration 12Q: 3 clusters Score -112384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112389.656250 Penalty: 2230.736084
	Iteration 13Q: 3 clusters Score -112389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112392.445312 Penalty: 2230.736084
	Iteration 14Q: 3 clusters Score -112392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112395.984375 Penalty: 2230.736084
	Iteration 15Q: 3 clusters Score -112396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112403.515625 Penalty: 2230.736084
	Iteration 16Q: 3 clusters Score -112403.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112411.710938 Penalty: 2230.736084
	Iteration 17Q: 3 clusters Score -112411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112413.492188 Penalty: 2230.736084
	Iteration 18Q: 3 clusters Score -112413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112417.031250 Penalty: 2230.736084
	Iteration 19Q: 3 clusters Score -112417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112418.039062 Penalty: 2230.736084
	Iteration 20F: 3 clusters Score -112418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112420.929688 Penalty: 2230.736084
	Iteration 21Q: 3 clusters Score -112420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112423.640625 Penalty: 2230.736084
	Iteration 22Q: 3 clusters Score -112423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112431.890625 Penalty: 2230.736084
	Iteration 23Q: 3 clusters Score -112431.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112431.890625 Penalty: 2230.736084
	Iteration 24F: 3 clusters Score -112431.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -18777.537109 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -18777.54 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: -18154.582031 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -18154.58 nChanged 46
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: -18336.441406 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -18336.44 nChanged 8
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: -18379.720703 Penalty: 1728.389038
	Iteration 2Q: 3 clusters Score -18379.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18465.162109 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -18465.16 nChanged 3
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: -18477.767578 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -18477.77 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: -18477.767578 Penalty: 1728.389038
	Iteration 5F: 3 clusters Score -18477.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 22933 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80661 members 
Mstep: Class 6 contains 6675 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98617 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34830 members 
Mstep: Class 11 contains 10058 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97305 members 
Mstep: Class 14 contains 99023 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 16424 members 
Mstep: Class 20 contains 23478 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540976.000000 Penalty: 47263.542969
Iteration 479Q: 23 clusters Score -6.954098e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 22931 members 
Mstep: Class 3 contains 3116 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80660 members 
Mstep: Class 6 contains 6674 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98623 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34838 members 
Mstep: Class 11 contains 10058 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97313 members 
Mstep: Class 14 contains 99012 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 16434 members 
Mstep: Class 20 contains 23470 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540976.000000 Penalty: 47263.542969
Iteration 480F: 23 clusters Score -6.954098e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 22930 members 
Mstep: Class 3 contains 3115 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80665 members 
Mstep: Class 6 contains 6671 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98629 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34847 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97329 members 
Mstep: Class 14 contains 98992 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 16436 members 
Mstep: Class 20 contains 23470 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540992.000000 Penalty: 47263.542969
Iteration 481Q: 23 clusters Score -6.954099e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 22930 members 
Mstep: Class 3 contains 3115 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80666 members 
Mstep: Class 6 contains 6670 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98635 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34853 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97342 members 
Mstep: Class 14 contains 98977 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 16438 members 
Mstep: Class 20 contains 23472 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540920.000000 Penalty: 47263.542969
Iteration 482Q: 23 clusters Score -6.954092e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 22929 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80666 members 
Mstep: Class 6 contains 6667 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98640 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34859 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 97350 members 
Mstep: Class 14 contains 98958 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 16447 members 
Mstep: Class 20 contains 23477 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540928.000000 Penalty: 47263.542969
Iteration 483Q: 23 clusters Score -6.954093e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 22929 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80664 members 
Mstep: Class 6 contains 6663 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98651 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34862 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97351 members 
Mstep: Class 14 contains 98949 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 16455 members 
Mstep: Class 20 contains 23479 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541000.000000 Penalty: 47263.542969
Iteration 484Q: 23 clusters Score -6.9541e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80665 members 
Mstep: Class 6 contains 6661 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98649 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34870 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 97352 members 
Mstep: Class 14 contains 98939 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 16459 members 
Mstep: Class 20 contains 23487 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540968.000000 Penalty: 47263.542969
Iteration 485Q: 23 clusters Score -6.954097e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 22929 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80668 members 
Mstep: Class 6 contains 6661 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98643 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34875 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 97355 members 
Mstep: Class 14 contains 98930 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 16465 members 
Mstep: Class 20 contains 23492 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540976.000000 Penalty: 47263.542969
Iteration 486Q: 23 clusters Score -6.954098e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 22929 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80668 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98629 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34881 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 97366 members 
Mstep: Class 14 contains 98922 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 16466 members 
Mstep: Class 20 contains 23498 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541040.000000 Penalty: 47263.542969
Iteration 487Q: 23 clusters Score -6.954104e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 22930 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80669 members 
Mstep: Class 6 contains 6656 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98619 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34881 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 97377 members 
Mstep: Class 14 contains 98915 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 16468 members 
Mstep: Class 20 contains 23504 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541024.000000 Penalty: 47263.542969
Iteration 488Q: 23 clusters Score -6.954102e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 22929 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80672 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98611 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34886 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 97381 members 
Mstep: Class 14 contains 98907 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 16470 members 
Mstep: Class 20 contains 23511 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540968.000000 Penalty: 47263.542969
Iteration 489Q: 23 clusters Score -6.954097e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 22930 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80671 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98605 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34889 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97382 members 
Mstep: Class 14 contains 98902 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4346 members 
Mstep: Class 19 contains 16471 members 
Mstep: Class 20 contains 23516 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541008.000000 Penalty: 47263.542969
Iteration 490Q: 23 clusters Score -6.954101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 22931 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80675 members 
Mstep: Class 6 contains 6651 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98601 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34890 members 
Mstep: Class 11 contains 10051 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97385 members 
Mstep: Class 14 contains 98898 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4347 members 
Mstep: Class 19 contains 16472 members 
Mstep: Class 20 contains 23517 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540968.000000 Penalty: 47263.542969
Iteration 491Q: 23 clusters Score -6.954097e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80677 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98598 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34893 members 
Mstep: Class 11 contains 10051 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97390 members 
Mstep: Class 14 contains 98892 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 16473 members 
Mstep: Class 20 contains 23517 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540960.000000 Penalty: 47263.542969
Iteration 492Q: 23 clusters Score -6.954096e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80677 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98588 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34901 members 
Mstep: Class 11 contains 10052 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97397 members 
Mstep: Class 14 contains 98891 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 16473 members 
Mstep: Class 20 contains 23515 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540960.000000 Penalty: 47263.542969
Iteration 493Q: 23 clusters Score -6.954096e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 22927 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80677 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98584 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34904 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97402 members 
Mstep: Class 14 contains 98887 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 16475 members 
Mstep: Class 20 contains 23515 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540912.000000 Penalty: 47263.542969
Iteration 494Q: 23 clusters Score -6.954091e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 22927 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80682 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98578 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34910 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 97406 members 
Mstep: Class 14 contains 98885 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 16473 members 
Mstep: Class 20 contains 23510 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540968.000000 Penalty: 47263.542969
Iteration 495Q: 23 clusters Score -6.954097e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80680 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98576 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34913 members 
Mstep: Class 11 contains 10056 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 97404 members 
Mstep: Class 14 contains 98893 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 16473 members 
Mstep: Class 20 contains 23505 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540976.000000 Penalty: 47263.542969
Iteration 496Q: 23 clusters Score -6.954098e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 22927 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80682 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98573 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34918 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 97400 members 
Mstep: Class 14 contains 98891 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 16474 members 
Mstep: Class 20 contains 23508 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540976.000000 Penalty: 47263.542969
Iteration 497Q: 23 clusters Score -6.954098e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 22926 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80684 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98565 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34917 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 97401 members 
Mstep: Class 14 contains 98880 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 16477 members 
Mstep: Class 20 contains 23523 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541040.000000 Penalty: 47263.542969
Iteration 498Q: 23 clusters Score -6.954104e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 22926 members 
Mstep: Class 3 contains 3123 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80683 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98573 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34915 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 97399 members 
Mstep: Class 14 contains 98860 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 16478 members 
Mstep: Class 20 contains 23543 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69541064.000000 Penalty: 47263.542969
Iteration 499Q: 23 clusters Score -6.954106e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 3125 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 80682 members 
Mstep: Class 6 contains 6640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 98568 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 34918 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 97399 members 
Mstep: Class 14 contains 98844 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 16481 members 
Mstep: Class 20 contains 23562 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69540992.000000 Penalty: 47263.542969
Iteration 500F: 23 clusters Score -6.954099e+07 nChanged 65
Maximum iterations exceeded
--- Evaluating fit on full set of 1654790 points ---
Entering Unmasked Estep 
Score: -208146160.000000 Penalty: 51191.082031
24->23 Clusters: Score -208146160.000000, best is -208935728.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 551596 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 23209 members 
Mstep: Class 3 contains 22916 members 
Mstep: Class 4 contains 22819 members 
Mstep: Class 5 contains 23050 members 
Mstep: Class 6 contains 23046 members 
Mstep: Class 7 contains 22850 members 
Mstep: Class 8 contains 22704 members 
Mstep: Class 9 contains 23082 members 
Mstep: Class 10 contains 23173 members 
Mstep: Class 11 contains 22938 members 
Mstep: Class 12 contains 23157 members 
Mstep: Class 13 contains 23096 members 
Mstep: Class 14 contains 23222 members 
Mstep: Class 15 contains 22941 members 
Mstep: Class 16 contains 22780 members 
Mstep: Class 17 contains 22941 members 
Mstep: Class 18 contains 23023 members 
Mstep: Class 19 contains 22773 members 
Mstep: Class 20 contains 23013 members 
Mstep: Class 21 contains 23106 members 
Mstep: Class 22 contains 22915 members 
Mstep: Class 23 contains 22976 members 
Mstep: Class 24 contains 23092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 422.106171 but Gain 2148.343750
Score: -67036280.000000 Penalty: 49411.886719
Iteration 0F: 24 clusters Score -6.703628e+07 nChanged 528324
Entering Unmasked Mstep 
Mstep: Class 0 contains 778 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 5964 members 
Mstep: Class 7 contains 4748 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 10 contains 23766 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 12 contains 212923 members 
Mstep: Class 13 contains 2210 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 3354 members 
Mstep: Class 16 contains 77157 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 15150 members 
Mstep: Class 21 contains 20435 members 
Mstep: Class 22 contains 49468 members 
Mstep: Class 23 contains 47677 members 
Mstep: Class 24 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 495.206848 but Gain 2148.343750
Score: -68883200.000000 Penalty: 47263.542969
Iteration 1F: 23 clusters Score -6.88832e+07 nChanged 139407
Entering Unmasked Mstep 
Mstep: Class 0 contains 568 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 403 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 6251 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 4244 members 
Mstep: Class 7 contains 9233 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 69122 members 
Mstep: Class 12 contains 232378 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 1447 members 
Mstep: Class 16 contains 87847 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 364 members 
Mstep: Class 19 contains 1642 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 16401 members 
Mstep: Class 22 contains 41021 members 
Mstep: Class 23 contains 42759 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 389.507996 but Gain 2148.343750
Score: -68998448.000000 Penalty: 45115.199219
Iteration 2F: 22 clusters Score -6.899845e+07 nChanged 101937
Entering Unmasked Mstep 
Mstep: Class 0 contains 394 members 
Mstep: Class 2 contains 436 members 
Mstep: Class 3 contains 1584 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 3651 members 
Mstep: Class 7 contains 12520 members 
Mstep: Class 10 contains 20343 members 
Mstep: Class 11 contains 78409 members 
Mstep: Class 12 contains 219828 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 106142 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 5336 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 40428 members 
Mstep: Class 23 contains 35132 members 
Mstep: Class 24 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 795.688049 but Gain 2148.339844
Score: -69104864.000000 Penalty: 42966.859375
Iteration 3F: 21 clusters Score -6.910486e+07 nChanged 89101
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 700 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 13517 members 
Mstep: Class 10 contains 18227 members 
Mstep: Class 11 contains 88486 members 
Mstep: Class 12 contains 199479 members 
Mstep: Class 13 contains 5433 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 128387 members 
Mstep: Class 17 contains 427 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 15522 members 
Mstep: Class 22 contains 43246 members 
Mstep: Class 23 contains 25264 members 
Mstep: Class 24 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 911.425476 but Gain 2148.343750
Score: -69183584.000000 Penalty: 40818.515625
Iteration 4F: 20 clusters Score -6.918358e+07 nChanged 84650
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 719 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 13235 members 
Mstep: Class 10 contains 15552 members 
Mstep: Class 11 contains 99855 members 
Mstep: Class 12 contains 174794 members 
Mstep: Class 13 contains 7812 members 
Mstep: Class 14 contains 579 members 
Mstep: Class 16 contains 148314 members 
Mstep: Class 17 contains 453 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 14496 members 
Mstep: Class 22 contains 49435 members 
Mstep: Class 23 contains 16415 members 
Mstep: Class 24 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1389.195190 but Gain 2148.343750
Score: -69256872.000000 Penalty: 38670.171875
Iteration 5F: 19 clusters Score -6.925687e+07 nChanged 76892
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 12616 members 
Mstep: Class 10 contains 12403 members 
Mstep: Class 11 contains 111799 members 
Mstep: Class 12 contains 156270 members 
Mstep: Class 13 contains 10108 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 16 contains 157323 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 20 contains 1543 members 
Mstep: Class 21 contains 12970 members 
Mstep: Class 22 contains 57863 members 
Mstep: Class 23 contains 9996 members 
Mstep: Class 24 contains 236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1928.371216 but Gain 2148.343750
Score: -69314136.000000 Penalty: 36521.828125
Iteration 6F: 18 clusters Score -6.931414e+07 nChanged 63181
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2769 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 12244 members 
Mstep: Class 10 contains 9387 members 
Mstep: Class 11 contains 121651 members 
Mstep: Class 12 contains 146681 members 
Mstep: Class 13 contains 12048 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 16 contains 154972 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 364 members 
Mstep: Class 21 contains 11830 members 
Mstep: Class 22 contains 67125 members 
Mstep: Class 23 contains 5943 members 
Mstep: Class 24 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69357960.000000 Penalty: 36521.828125
Iteration 7F: 18 clusters Score -6.935796e+07 nChanged 48573
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 12070 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 127431 members 
Mstep: Class 12 contains 142304 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 521 members 
Mstep: Class 16 contains 146396 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 318 members 
Mstep: Class 21 contains 11368 members 
Mstep: Class 22 contains 76809 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69384080.000000 Penalty: 36521.828125
Iteration 8F: 18 clusters Score -6.938408e+07 nChanged 38505
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 5 contains 1825 members 
Mstep: Class 6 contains 3387 members 
Mstep: Class 7 contains 12297 members 
Mstep: Class 10 contains 5236 members 
Mstep: Class 11 contains 129924 members 
Mstep: Class 12 contains 139855 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 16 contains 135979 members 
Mstep: Class 17 contains 520 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 11456 members 
Mstep: Class 22 contains 87097 members 
Mstep: Class 23 contains 2829 members 
Mstep: Class 24 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69403384.000000 Penalty: 36521.828125
Iteration 9F: 18 clusters Score -6.940338e+07 nChanged 30864
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 2 contains 696 members 
Mstep: Class 3 contains 5402 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 3391 members 
Mstep: Class 7 contains 12777 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 129593 members 
Mstep: Class 12 contains 137653 members 
Mstep: Class 13 contains 15901 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 16 contains 126928 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 21 contains 11823 members 
Mstep: Class 22 contains 97238 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69418128.000000 Penalty: 36521.828125
Iteration 10F: 18 clusters Score -6.941813e+07 nChanged 24958
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 13307 members 
Mstep: Class 10 contains 3267 members 
Mstep: Class 11 contains 127157 members 
Mstep: Class 12 contains 135546 members 
Mstep: Class 13 contains 16387 members 
Mstep: Class 14 contains 474 members 
Mstep: Class 16 contains 120550 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 21 contains 12357 members 
Mstep: Class 22 contains 106271 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69432664.000000 Penalty: 36521.828125
Iteration 11Q: 18 clusters Score -6.943266e+07 nChanged 23745
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 14005 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 122342 members 
Mstep: Class 12 contains 132679 members 
Mstep: Class 13 contains 16769 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 16 contains 114812 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 21 contains 12837 members 
Mstep: Class 22 contains 117337 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69444936.000000 Penalty: 36521.828125
Iteration 12Q: 18 clusters Score -6.944494e+07 nChanged 24257
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 9077 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 14741 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 115772 members 
Mstep: Class 12 contains 129175 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 16 contains 109248 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 21 contains 13236 members 
Mstep: Class 22 contains 130680 members 
Mstep: Class 23 contains 1804 members 
Mstep: Class 24 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69450584.000000 Penalty: 36521.828125
Iteration 13Q: 18 clusters Score -6.945058e+07 nChanged 26276
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 10157 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 108347 members 
Mstep: Class 12 contains 124862 members 
Mstep: Class 13 contains 17532 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 16 contains 103382 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 21 contains 13386 members 
Mstep: Class 22 contains 145922 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69448848.000000 Penalty: 36521.828125
Iteration 14Q: 18 clusters Score -6.944885e+07 nChanged 24892
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 11054 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 120621 members 
Mstep: Class 13 contains 18114 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 16 contains 99542 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 157843 members 
Mstep: Class 23 contains 1542 members 
Mstep: Class 24 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69442952.000000 Penalty: 36521.828125
Iteration 15Q: 18 clusters Score -6.944295e+07 nChanged 19586
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 11842 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 17738 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 98466 members 
Mstep: Class 12 contains 118036 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 16 contains 99013 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 21 contains 13139 members 
Mstep: Class 22 contains 162291 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69439048.000000 Penalty: 36521.828125
Iteration 16Q: 18 clusters Score -6.943905e+07 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 12484 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 18671 members 
Mstep: Class 10 contains 1875 members 
Mstep: Class 11 contains 96900 members 
Mstep: Class 12 contains 116671 members 
Mstep: Class 13 contains 19293 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 16 contains 99966 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 21 contains 13127 members 
Mstep: Class 22 contains 162068 members 
Mstep: Class 23 contains 1478 members 
Mstep: Class 24 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69438992.000000 Penalty: 36521.828125
Iteration 17Q: 18 clusters Score -6.943899e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 13038 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 19393 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 96110 members 
Mstep: Class 12 contains 115783 members 
Mstep: Class 13 contains 19730 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 16 contains 101200 members 
Mstep: Class 17 contains 521 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 21 contains 13198 members 
Mstep: Class 22 contains 160631 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69440248.000000 Penalty: 36521.828125
Iteration 18Q: 18 clusters Score -6.944025e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 13482 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 19998 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 95676 members 
Mstep: Class 12 contains 115077 members 
Mstep: Class 13 contains 20100 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 16 contains 102448 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 158950 members 
Mstep: Class 23 contains 1537 members 
Mstep: Class 24 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69441776.000000 Penalty: 36521.828125
Iteration 19Q: 18 clusters Score -6.944178e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 13880 members 
Mstep: Class 5 contains 3908 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 20475 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 95392 members 
Mstep: Class 12 contains 114508 members 
Mstep: Class 13 contains 20394 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 16 contains 103488 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 21 contains 13400 members 
Mstep: Class 22 contains 157395 members 
Mstep: Class 23 contains 1646 members 
Mstep: Class 24 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69447208.000000 Penalty: 36521.828125
Iteration 20F: 18 clusters Score -6.944721e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 14252 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 20842 members 
Mstep: Class 10 contains 1873 members 
Mstep: Class 11 contains 94094 members 
Mstep: Class 12 contains 113064 members 
Mstep: Class 13 contains 20633 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 16 contains 103213 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 256 members 
Mstep: Class 21 contains 13511 members 
Mstep: Class 22 contains 159183 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69444944.000000 Penalty: 36521.828125
Iteration 21Q: 18 clusters Score -6.944494e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 2 contains 849 members 
Mstep: Class 3 contains 14621 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 21126 members 
Mstep: Class 10 contains 1892 members 
Mstep: Class 11 contains 93465 members 
Mstep: Class 12 contains 112548 members 
Mstep: Class 13 contains 20866 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 16 contains 103744 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 263 members 
Mstep: Class 21 contains 13672 members 
Mstep: Class 22 contains 158569 members 
Mstep: Class 23 contains 1923 members 
Mstep: Class 24 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69444944.000000 Penalty: 36521.828125
Iteration 22Q: 18 clusters Score -6.944494e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 2 contains 849 members 
Mstep: Class 3 contains 14928 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 2696 members 
Mstep: Class 7 contains 21334 members 
Mstep: Class 10 contains 1932 members 
Mstep: Class 11 contains 93183 members 
Mstep: Class 12 contains 112399 members 
Mstep: Class 13 contains 21057 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 16 contains 104431 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 266 members 
Mstep: Class 21 contains 13845 members 
Mstep: Class 22 contains 157237 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69446128.000000 Penalty: 36521.828125
Iteration 23Q: 18 clusters Score -6.944613e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 15219 members 
Mstep: Class 5 contains 3958 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 21497 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 93121 members 
Mstep: Class 12 contains 112403 members 
Mstep: Class 13 contains 21212 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 16 contains 105082 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14033 members 
Mstep: Class 22 contains 155651 members 
Mstep: Class 23 contains 2255 members 
Mstep: Class 24 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69446840.000000 Penalty: 36521.828125
Iteration 24Q: 18 clusters Score -6.944684e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 2 contains 850 members 
Mstep: Class 3 contains 15485 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 2728 members 
Mstep: Class 7 contains 21603 members 
Mstep: Class 10 contains 1976 members 
Mstep: Class 11 contains 93185 members 
Mstep: Class 12 contains 112384 members 
Mstep: Class 13 contains 21346 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 16 contains 105693 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 14204 members 
Mstep: Class 22 contains 154087 members 
Mstep: Class 23 contains 2458 members 
Mstep: Class 24 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69447896.000000 Penalty: 36521.828125
Iteration 25Q: 18 clusters Score -6.94479e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 15722 members 
Mstep: Class 5 contains 3932 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 21673 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 93336 members 
Mstep: Class 12 contains 112403 members 
Mstep: Class 13 contains 21476 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 16 contains 106238 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 14370 members 
Mstep: Class 22 contains 152524 members 
Mstep: Class 23 contains 2675 members 
Mstep: Class 24 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69448704.000000 Penalty: 36521.828125
Iteration 26Q: 18 clusters Score -6.94487e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 854 members 
Mstep: Class 3 contains 15930 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 21707 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 93574 members 
Mstep: Class 12 contains 112359 members 
Mstep: Class 13 contains 21582 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 16 contains 106580 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 14521 members 
Mstep: Class 22 contains 151185 members 
Mstep: Class 23 contains 2934 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69449592.000000 Penalty: 36521.828125
Iteration 27Q: 18 clusters Score -6.944959e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 857 members 
Mstep: Class 3 contains 16116 members 
Mstep: Class 5 contains 3911 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 21750 members 
Mstep: Class 10 contains 2061 members 
Mstep: Class 11 contains 93852 members 
Mstep: Class 12 contains 112319 members 
Mstep: Class 13 contains 21668 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 16 contains 106888 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 14633 members 
Mstep: Class 22 contains 149897 members 
Mstep: Class 23 contains 3218 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69450288.000000 Penalty: 36521.828125
Iteration 28Q: 18 clusters Score -6.945029e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 858 members 
Mstep: Class 3 contains 16282 members 
Mstep: Class 5 contains 3909 members 
Mstep: Class 6 contains 2783 members 
Mstep: Class 7 contains 21753 members 
Mstep: Class 10 contains 2086 members 
Mstep: Class 11 contains 94109 members 
Mstep: Class 12 contains 112208 members 
Mstep: Class 13 contains 21762 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 16 contains 107142 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 14755 members 
Mstep: Class 22 contains 148760 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69451344.000000 Penalty: 36521.828125
Iteration 29Q: 18 clusters Score -6.945134e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 861 members 
Mstep: Class 3 contains 16412 members 
Mstep: Class 5 contains 3899 members 
Mstep: Class 6 contains 2783 members 
Mstep: Class 7 contains 21749 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 94314 members 
Mstep: Class 12 contains 112138 members 
Mstep: Class 13 contains 21840 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 16 contains 107335 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 14878 members 
Mstep: Class 22 contains 147753 members 
Mstep: Class 23 contains 3861 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69452240.000000 Penalty: 36521.828125
Iteration 30Q: 18 clusters Score -6.945224e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 16523 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 21762 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 94542 members 
Mstep: Class 12 contains 112070 members 
Mstep: Class 13 contains 21918 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 16 contains 107539 members 
Mstep: Class 17 contains 521 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 14989 members 
Mstep: Class 22 contains 146714 members 
Mstep: Class 23 contains 4181 members 
Mstep: Class 24 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69453120.000000 Penalty: 36521.828125
Iteration 31Q: 18 clusters Score -6.945312e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 869 members 
Mstep: Class 3 contains 16629 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 21766 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 94750 members 
Mstep: Class 12 contains 111978 members 
Mstep: Class 13 contains 21995 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 16 contains 107682 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 145809 members 
Mstep: Class 23 contains 4493 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69453760.000000 Penalty: 36521.828125
Iteration 32Q: 18 clusters Score -6.945376e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 16708 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 21771 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 94967 members 
Mstep: Class 12 contains 111883 members 
Mstep: Class 13 contains 22059 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 16 contains 107799 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 15198 members 
Mstep: Class 22 contains 144968 members 
Mstep: Class 23 contains 4802 members 
Mstep: Class 24 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69454360.000000 Penalty: 36521.828125
Iteration 33Q: 18 clusters Score -6.945436e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 16776 members 
Mstep: Class 5 contains 3880 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 21757 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 11 contains 95203 members 
Mstep: Class 12 contains 111783 members 
Mstep: Class 13 contains 22087 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 16 contains 107965 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 15296 members 
Mstep: Class 22 contains 144154 members 
Mstep: Class 23 contains 5063 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69454832.000000 Penalty: 36521.828125
Iteration 34Q: 18 clusters Score -6.945483e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 874 members 
Mstep: Class 3 contains 16844 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 21743 members 
Mstep: Class 10 contains 2359 members 
Mstep: Class 11 contains 95429 members 
Mstep: Class 12 contains 111686 members 
Mstep: Class 13 contains 22087 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 16 contains 108065 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 15401 members 
Mstep: Class 22 contains 143441 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69455296.000000 Penalty: 36521.828125
Iteration 35Q: 18 clusters Score -6.94553e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 875 members 
Mstep: Class 3 contains 16917 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 21746 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 95691 members 
Mstep: Class 12 contains 111594 members 
Mstep: Class 13 contains 22088 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 16 contains 108137 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 15496 members 
Mstep: Class 22 contains 142740 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69455976.000000 Penalty: 36521.828125
Iteration 36Q: 18 clusters Score -6.945598e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 16987 members 
Mstep: Class 5 contains 3912 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 21761 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 95967 members 
Mstep: Class 12 contains 111547 members 
Mstep: Class 13 contains 22066 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 16 contains 108153 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 142061 members 
Mstep: Class 23 contains 5704 members 
Mstep: Class 24 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69456696.000000 Penalty: 36521.828125
Iteration 37Q: 18 clusters Score -6.94567e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 17040 members 
Mstep: Class 5 contains 3925 members 
Mstep: Class 6 contains 2832 members 
Mstep: Class 7 contains 21763 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 96278 members 
Mstep: Class 12 contains 111507 members 
Mstep: Class 13 contains 22034 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 16 contains 108099 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 15756 members 
Mstep: Class 22 contains 141406 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69457240.000000 Penalty: 36521.828125
Iteration 38Q: 18 clusters Score -6.945724e+07 nChanged 2254
Entering ConstructFrom: 
Score: -69457240.000000 Penalty: 36521.828125
Entering ConstructFrom: 
Trying to split cluster 2 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -101694.273438 Penalty: 1101.182373
	Iteration 0F: 2 clusters Score -101694.3 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 444 members 
Entering Unmasked Estep 
Score: -100381.867188 Penalty: 2202.364746
	Iteration 0F: 3 clusters Score -100381.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100694.203125 Penalty: 2202.364746
	Iteration 1F: 3 clusters Score -100694.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100829.148438 Penalty: 2202.364746
	Iteration 2F: 3 clusters Score -100829.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -100914.281250 Penalty: 2202.364746
	Iteration 3F: 3 clusters Score -100914.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -100978.476562 Penalty: 2202.364746
	Iteration 4Q: 3 clusters Score -100978.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -101039.046875 Penalty: 2202.364746
	Iteration 5Q: 3 clusters Score -101039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -101085.132812 Penalty: 2202.364746
	Iteration 6Q: 3 clusters Score -101085.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -101128.398438 Penalty: 2202.364746
	Iteration 7Q: 3 clusters Score -101128.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -101176.476562 Penalty: 2202.364746
	Iteration 8Q: 3 clusters Score -101176.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -101202.031250 Penalty: 2202.364746
	Iteration 9Q: 3 clusters Score -101202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -101209.828125 Penalty: 2202.364746
	Iteration 10Q: 3 clusters Score -101209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -101212.031250 Penalty: 2202.364746
	Iteration 11Q: 3 clusters Score -101212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -101215.703125 Penalty: 2202.364746
	Iteration 12Q: 3 clusters Score -101215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -101216.484375 Penalty: 2202.364746
	Iteration 13Q: 3 clusters Score -101216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -101216.906250 Penalty: 2202.364746
	Iteration 14Q: 3 clusters Score -101216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -101216.906250 Penalty: 2202.364746
	Iteration 15F: 3 clusters Score -101216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Entering Unmasked Estep 
Score: -2216034.750000 Penalty: 1583.860474
	Iteration 0F: 2 clusters Score -2216035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2204303.750000 Penalty: 3167.720947
	Iteration 0F: 3 clusters Score -2204304 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2208267.500000 Penalty: 3167.720947
	Iteration 1F: 3 clusters Score -2208268 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2208543.500000 Penalty: 3167.720947
	Iteration 2Q: 3 clusters Score -2208544 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2208804.250000 Penalty: 3167.720947
	Iteration 3Q: 3 clusters Score -2208804 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2209058.500000 Penalty: 3167.720947
	Iteration 4Q: 3 clusters Score -2209058 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2209314.000000 Penalty: 3167.720947
	Iteration 5Q: 3 clusters Score -2209314 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2209556.250000 Penalty: 3167.720947
	Iteration 6Q: 3 clusters Score -2209556 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2209799.000000 Penalty: 3167.720947
	Iteration 7Q: 3 clusters Score -2209799 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2210052.000000 Penalty: 3167.720947
	Iteration 8Q: 3 clusters Score -2210052 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2210352.250000 Penalty: 3167.720947
	Iteration 9Q: 3 clusters Score -2210352 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2210749.250000 Penalty: 3167.720947
	Iteration 10Q: 3 clusters Score -2210749 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2211308.500000 Penalty: 3167.720947
	Iteration 11F: 3 clusters Score -2211308 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2211953.000000 Penalty: 3167.720947
	Iteration 12F: 3 clusters Score -2211953 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2212480.500000 Penalty: 3167.720947
	Iteration 13F: 3 clusters Score -2212480 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2212843.750000 Penalty: 3167.720947
	Iteration 14Q: 3 clusters Score -2212844 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2213063.000000 Penalty: 3167.720947
	Iteration 15Q: 3 clusters Score -2213063 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2213197.000000 Penalty: 3167.720947
	Iteration 16Q: 3 clusters Score -2213197 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2213307.500000 Penalty: 3167.720947
	Iteration 17Q: 3 clusters Score -2213308 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2213386.250000 Penalty: 3167.720947
	Iteration 18Q: 3 clusters Score -2213386 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2213452.000000 Penalty: 3167.720947
	Iteration 19Q: 3 clusters Score -2213452 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2213503.500000 Penalty: 3167.720947
	Iteration 20F: 3 clusters Score -2213504 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2213555.500000 Penalty: 3167.720947
	Iteration 21Q: 3 clusters Score -2213556 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2213613.250000 Penalty: 3167.720947
	Iteration 22Q: 3 clusters Score -2213613 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2213675.000000 Penalty: 3167.720947
	Iteration 23Q: 3 clusters Score -2213675 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2213733.250000 Penalty: 3167.720947
	Iteration 24Q: 3 clusters Score -2213733 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2213783.000000 Penalty: 3167.720947
	Iteration 25Q: 3 clusters Score -2213783 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2213836.500000 Penalty: 3167.720947
	Iteration 26Q: 3 clusters Score -2213836 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2213880.500000 Penalty: 3167.720947
	Iteration 27Q: 3 clusters Score -2213880 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2213934.750000 Penalty: 3167.720947
	Iteration 28Q: 3 clusters Score -2213935 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2213972.500000 Penalty: 3167.720947
	Iteration 29Q: 3 clusters Score -2213972 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2214014.750000 Penalty: 3167.720947
	Iteration 30Q: 3 clusters Score -2214015 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2214059.500000 Penalty: 3167.720947
	Iteration 31Q: 3 clusters Score -2214060 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2214104.000000 Penalty: 3167.720947
	Iteration 32Q: 3 clusters Score -2214104 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2214146.750000 Penalty: 3167.720947
	Iteration 33Q: 3 clusters Score -2214147 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2214190.250000 Penalty: 3167.720947
	Iteration 34Q: 3 clusters Score -2214190 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2214235.500000 Penalty: 3167.720947
	Iteration 35Q: 3 clusters Score -2214236 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2214270.250000 Penalty: 3167.720947
	Iteration 36Q: 3 clusters Score -2214270 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2214307.500000 Penalty: 3167.720947
	Iteration 37Q: 3 clusters Score -2214308 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2214347.500000 Penalty: 3167.720947
	Iteration 38Q: 3 clusters Score -2214348 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2214376.750000 Penalty: 3167.720947
	Iteration 39Q: 3 clusters Score -2214377 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2214405.750000 Penalty: 3167.720947
	Iteration 40F: 3 clusters Score -2214406 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2214437.250000 Penalty: 3167.720947
	Iteration 41Q: 3 clusters Score -2214437 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2214467.500000 Penalty: 3167.720947
	Iteration 42Q: 3 clusters Score -2214468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2214493.500000 Penalty: 3167.720947
	Iteration 43Q: 3 clusters Score -2214494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2214514.000000 Penalty: 3167.720947
	Iteration 44Q: 3 clusters Score -2214514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2214546.500000 Penalty: 3167.720947
	Iteration 45Q: 3 clusters Score -2214546 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2214576.000000 Penalty: 3167.720947
	Iteration 46Q: 3 clusters Score -2214576 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2214598.500000 Penalty: 3167.720947
	Iteration 47Q: 3 clusters Score -2214598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2214626.000000 Penalty: 3167.720947
	Iteration 48Q: 3 clusters Score -2214626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2214653.500000 Penalty: 3167.720947
	Iteration 49Q: 3 clusters Score -2214654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2214674.500000 Penalty: 3167.720947
	Iteration 50Q: 3 clusters Score -2214674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2214695.500000 Penalty: 3167.720947
	Iteration 51Q: 3 clusters Score -2214696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2214716.250000 Penalty: 3167.720947
	Iteration 52Q: 3 clusters Score -2214716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2214735.500000 Penalty: 3167.720947
	Iteration 53Q: 3 clusters Score -2214736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2214753.750000 Penalty: 3167.720947
	Iteration 54Q: 3 clusters Score -2214754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2214780.750000 Penalty: 3167.720947
	Iteration 55Q: 3 clusters Score -2214781 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2214808.000000 Penalty: 3167.720947
	Iteration 56Q: 3 clusters Score -2214808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2214833.750000 Penalty: 3167.720947
	Iteration 57Q: 3 clusters Score -2214834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2214850.500000 Penalty: 3167.720947
	Iteration 58Q: 3 clusters Score -2214850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2214873.500000 Penalty: 3167.720947
	Iteration 59Q: 3 clusters Score -2214874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2214882.250000 Penalty: 3167.720947
	Iteration 60F: 3 clusters Score -2214882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2214899.250000 Penalty: 3167.720947
	Iteration 61Q: 3 clusters Score -2214899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2214918.000000 Penalty: 3167.720947
	Iteration 62Q: 3 clusters Score -2214918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2214927.250000 Penalty: 3167.720947
	Iteration 63Q: 3 clusters Score -2214927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2214935.750000 Penalty: 3167.720947
	Iteration 64Q: 3 clusters Score -2214936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2214945.250000 Penalty: 3167.720947
	Iteration 65Q: 3 clusters Score -2214945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2214955.750000 Penalty: 3167.720947
	Iteration 66Q: 3 clusters Score -2214956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2214962.750000 Penalty: 3167.720947
	Iteration 67Q: 3 clusters Score -2214963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2214978.750000 Penalty: 3167.720947
	Iteration 68Q: 3 clusters Score -2214979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2214983.000000 Penalty: 3167.720947
	Iteration 69Q: 3 clusters Score -2214983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2214989.250000 Penalty: 3167.720947
	Iteration 70Q: 3 clusters Score -2214989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2214991.250000 Penalty: 3167.720947
	Iteration 71Q: 3 clusters Score -2214991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2214992.500000 Penalty: 3167.720947
	Iteration 72Q: 3 clusters Score -2214992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2215002.250000 Penalty: 3167.720947
	Iteration 73Q: 3 clusters Score -2215002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2215009.000000 Penalty: 3167.720947
	Iteration 74Q: 3 clusters Score -2215009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2215019.500000 Penalty: 3167.720947
	Iteration 75Q: 3 clusters Score -2215020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2215019.000000 Penalty: 3167.720947
	Iteration 76Q: 3 clusters Score -2215019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2215024.000000 Penalty: 3167.720947
	Iteration 77Q: 3 clusters Score -2215024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2215023.500000 Penalty: 3167.720947
	Iteration 78Q: 3 clusters Score -2215024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2215029.250000 Penalty: 3167.720947
	Iteration 79Q: 3 clusters Score -2215029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2215028.500000 Penalty: 3167.720947
	Iteration 80F: 3 clusters Score -2215028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2215033.250000 Penalty: 3167.720947
	Iteration 81Q: 3 clusters Score -2215033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2215038.750000 Penalty: 3167.720947
	Iteration 82Q: 3 clusters Score -2215039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2215045.250000 Penalty: 3167.720947
	Iteration 83Q: 3 clusters Score -2215045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2215047.250000 Penalty: 3167.720947
	Iteration 84Q: 3 clusters Score -2215047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2215050.250000 Penalty: 3167.720947
	Iteration 85Q: 3 clusters Score -2215050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2215050.250000 Penalty: 3167.720947
	Iteration 86Q: 3 clusters Score -2215050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2215050.250000 Penalty: 3167.720947
	Iteration 87F: 3 clusters Score -2215050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -481504.531250 Penalty: 1345.162109
	Iteration 0F: 2 clusters Score -481504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -478189.062500 Penalty: 2690.324219
	Iteration 0F: 3 clusters Score -478189.1 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -479076.156250 Penalty: 2690.324219
	Iteration 1F: 3 clusters Score -479076.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -479239.812500 Penalty: 2690.324219
	Iteration 2F: 3 clusters Score -479239.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -479353.093750 Penalty: 2690.324219
	Iteration 3F: 3 clusters Score -479353.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -479433.062500 Penalty: 2690.324219
	Iteration 4Q: 3 clusters Score -479433.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -479493.187500 Penalty: 2690.324219
	Iteration 5Q: 3 clusters Score -479493.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -479541.812500 Penalty: 2690.324219
	Iteration 6Q: 3 clusters Score -479541.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -479569.718750 Penalty: 2690.324219
	Iteration 7Q: 3 clusters Score -479569.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -479596.312500 Penalty: 2690.324219
	Iteration 8Q: 3 clusters Score -479596.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -479627.125000 Penalty: 2690.324219
	Iteration 9Q: 3 clusters Score -479627.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -479668.500000 Penalty: 2690.324219
	Iteration 10Q: 3 clusters Score -479668.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -479714.343750 Penalty: 2690.324219
	Iteration 11Q: 3 clusters Score -479714.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -479756.468750 Penalty: 2690.324219
	Iteration 12Q: 3 clusters Score -479756.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -479792.718750 Penalty: 2690.324219
	Iteration 13Q: 3 clusters Score -479792.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -479829.531250 Penalty: 2690.324219
	Iteration 14Q: 3 clusters Score -479829.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -479865.031250 Penalty: 2690.324219
	Iteration 15Q: 3 clusters Score -479865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -479902.500000 Penalty: 2690.324219
	Iteration 16Q: 3 clusters Score -479902.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -479951.937500 Penalty: 2690.324219
	Iteration 17Q: 3 clusters Score -479951.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -480007.000000 Penalty: 2690.324219
	Iteration 18Q: 3 clusters Score -480007 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -480061.656250 Penalty: 2690.324219
	Iteration 19Q: 3 clusters Score -480061.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -480112.437500 Penalty: 2690.324219
	Iteration 20F: 3 clusters Score -480112.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -480163.687500 Penalty: 2690.324219
	Iteration 21Q: 3 clusters Score -480163.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -480210.250000 Penalty: 2690.324219
	Iteration 22Q: 3 clusters Score -480210.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -480245.718750 Penalty: 2690.324219
	Iteration 23Q: 3 clusters Score -480245.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -480271.156250 Penalty: 2690.324219
	Iteration 24Q: 3 clusters Score -480271.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -480288.687500 Penalty: 2690.324219
	Iteration 25Q: 3 clusters Score -480288.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -480297.312500 Penalty: 2690.324219
	Iteration 26Q: 3 clusters Score -480297.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -480306.062500 Penalty: 2690.324219
	Iteration 27Q: 3 clusters Score -480306.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -480322.250000 Penalty: 2690.324219
	Iteration 28Q: 3 clusters Score -480322.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -480335.031250 Penalty: 2690.324219
	Iteration 29Q: 3 clusters Score -480335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -480355.843750 Penalty: 2690.324219
	Iteration 30Q: 3 clusters Score -480355.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -480369.250000 Penalty: 2690.324219
	Iteration 31Q: 3 clusters Score -480369.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -480377.250000 Penalty: 2690.324219
	Iteration 32Q: 3 clusters Score -480377.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -480381.781250 Penalty: 2690.324219
	Iteration 33Q: 3 clusters Score -480381.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -480387.500000 Penalty: 2690.324219
	Iteration 34Q: 3 clusters Score -480387.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -480390.718750 Penalty: 2690.324219
	Iteration 35Q: 3 clusters Score -480390.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -480393.031250 Penalty: 2690.324219
	Iteration 36Q: 3 clusters Score -480393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -480398.531250 Penalty: 2690.324219
	Iteration 37Q: 3 clusters Score -480398.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -480401.906250 Penalty: 2690.324219
	Iteration 38Q: 3 clusters Score -480401.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -480403.906250 Penalty: 2690.324219
	Iteration 39Q: 3 clusters Score -480403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -480406.281250 Penalty: 2690.324219
	Iteration 40F: 3 clusters Score -480406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -480407.718750 Penalty: 2690.324219
	Iteration 41Q: 3 clusters Score -480407.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -480408.125000 Penalty: 2690.324219
	Iteration 42Q: 3 clusters Score -480408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -480409.562500 Penalty: 2690.324219
	Iteration 43Q: 3 clusters Score -480409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -480409.531250 Penalty: 2690.324219
	Iteration 44Q: 3 clusters Score -480409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -480409.906250 Penalty: 2690.324219
	Iteration 45Q: 3 clusters Score -480409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -480410.406250 Penalty: 2690.324219
	Iteration 46Q: 3 clusters Score -480410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -480411.000000 Penalty: 2690.324219
	Iteration 47Q: 3 clusters Score -480411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -480411.218750 Penalty: 2690.324219
	Iteration 48Q: 3 clusters Score -480411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -480411.218750 Penalty: 2690.324219
	Iteration 49F: 3 clusters Score -480411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -353178.156250 Penalty: 1292.699585
	Iteration 0F: 2 clusters Score -353178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -350553.875000 Penalty: 2585.399170
	Iteration 0F: 3 clusters Score -350553.9 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -351110.718750 Penalty: 2585.399170
	Iteration 1F: 3 clusters Score -351110.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -351240.781250 Penalty: 2585.399170
	Iteration 2F: 3 clusters Score -351240.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -351333.187500 Penalty: 2585.399170
	Iteration 3F: 3 clusters Score -351333.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -351395.468750 Penalty: 2585.399170
	Iteration 4Q: 3 clusters Score -351395.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -351438.062500 Penalty: 2585.399170
	Iteration 5Q: 3 clusters Score -351438.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -351461.781250 Penalty: 2585.399170
	Iteration 6Q: 3 clusters Score -351461.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -351489.812500 Penalty: 2585.399170
	Iteration 7Q: 3 clusters Score -351489.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -351513.437500 Penalty: 2585.399170
	Iteration 8Q: 3 clusters Score -351513.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -351532.750000 Penalty: 2585.399170
	Iteration 9Q: 3 clusters Score -351532.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -351545.468750 Penalty: 2585.399170
	Iteration 10Q: 3 clusters Score -351545.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -351559.250000 Penalty: 2585.399170
	Iteration 11Q: 3 clusters Score -351559.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -351575.750000 Penalty: 2585.399170
	Iteration 12Q: 3 clusters Score -351575.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -351589.875000 Penalty: 2585.399170
	Iteration 13Q: 3 clusters Score -351589.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -351600.375000 Penalty: 2585.399170
	Iteration 14Q: 3 clusters Score -351600.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -351610.312500 Penalty: 2585.399170
	Iteration 15Q: 3 clusters Score -351610.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -351620.562500 Penalty: 2585.399170
	Iteration 16Q: 3 clusters Score -351620.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -351630.687500 Penalty: 2585.399170
	Iteration 17Q: 3 clusters Score -351630.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -351641.281250 Penalty: 2585.399170
	Iteration 18Q: 3 clusters Score -351641.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -351655.593750 Penalty: 2585.399170
	Iteration 19Q: 3 clusters Score -351655.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -351673.437500 Penalty: 2585.399170
	Iteration 20F: 3 clusters Score -351673.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -351689.687500 Penalty: 2585.399170
	Iteration 21Q: 3 clusters Score -351689.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -351704.562500 Penalty: 2585.399170
	Iteration 22Q: 3 clusters Score -351704.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -351712.468750 Penalty: 2585.399170
	Iteration 23Q: 3 clusters Score -351712.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -351721.281250 Penalty: 2585.399170
	Iteration 24Q: 3 clusters Score -351721.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -351732.187500 Penalty: 2585.399170
	Iteration 25Q: 3 clusters Score -351732.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -351736.656250 Penalty: 2585.399170
	Iteration 26Q: 3 clusters Score -351736.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -351745.968750 Penalty: 2585.399170
	Iteration 27Q: 3 clusters Score -351746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -351759.687500 Penalty: 2585.399170
	Iteration 28Q: 3 clusters Score -351759.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -351769.781250 Penalty: 2585.399170
	Iteration 29Q: 3 clusters Score -351769.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -351782.187500 Penalty: 2585.399170
	Iteration 30Q: 3 clusters Score -351782.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -351791.781250 Penalty: 2585.399170
	Iteration 31Q: 3 clusters Score -351791.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -351802.312500 Penalty: 2585.399170
	Iteration 32Q: 3 clusters Score -351802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -351816.312500 Penalty: 2585.399170
	Iteration 33Q: 3 clusters Score -351816.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -351843.437500 Penalty: 2585.399170
	Iteration 34Q: 3 clusters Score -351843.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -351868.093750 Penalty: 2585.399170
	Iteration 35Q: 3 clusters Score -351868.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -351881.343750 Penalty: 2585.399170
	Iteration 36Q: 3 clusters Score -351881.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -351895.093750 Penalty: 2585.399170
	Iteration 37Q: 3 clusters Score -351895.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -351914.000000 Penalty: 2585.399170
	Iteration 38Q: 3 clusters Score -351914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -351928.000000 Penalty: 2585.399170
	Iteration 39Q: 3 clusters Score -351928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -351941.718750 Penalty: 2585.399170
	Iteration 40F: 3 clusters Score -351941.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -351960.812500 Penalty: 2585.399170
	Iteration 41Q: 3 clusters Score -351960.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -351984.500000 Penalty: 2585.399170
	Iteration 42Q: 3 clusters Score -351984.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -351999.093750 Penalty: 2585.399170
	Iteration 43Q: 3 clusters Score -351999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -352008.562500 Penalty: 2585.399170
	Iteration 44Q: 3 clusters Score -352008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -352016.375000 Penalty: 2585.399170
	Iteration 45Q: 3 clusters Score -352016.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -352021.781250 Penalty: 2585.399170
	Iteration 46Q: 3 clusters Score -352021.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -352029.250000 Penalty: 2585.399170
	Iteration 47Q: 3 clusters Score -352029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -352029.968750 Penalty: 2585.399170
	Iteration 48Q: 3 clusters Score -352030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -352034.062500 Penalty: 2585.399170
	Iteration 49Q: 3 clusters Score -352034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -352039.468750 Penalty: 2585.399170
	Iteration 50Q: 3 clusters Score -352039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -352041.812500 Penalty: 2585.399170
	Iteration 51Q: 3 clusters Score -352041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -352044.437500 Penalty: 2585.399170
	Iteration 52Q: 3 clusters Score -352044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -352047.062500 Penalty: 2585.399170
	Iteration 53Q: 3 clusters Score -352047.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -352051.937500 Penalty: 2585.399170
	Iteration 54Q: 3 clusters Score -352051.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -352058.875000 Penalty: 2585.399170
	Iteration 55Q: 3 clusters Score -352058.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -352062.062500 Penalty: 2585.399170
	Iteration 56Q: 3 clusters Score -352062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -352064.718750 Penalty: 2585.399170
	Iteration 57Q: 3 clusters Score -352064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -352066.156250 Penalty: 2585.399170
	Iteration 58Q: 3 clusters Score -352066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -352069.218750 Penalty: 2585.399170
	Iteration 59Q: 3 clusters Score -352069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -352072.031250 Penalty: 2585.399170
	Iteration 60F: 3 clusters Score -352072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -352073.906250 Penalty: 2585.399170
	Iteration 61Q: 3 clusters Score -352073.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -352076.500000 Penalty: 2585.399170
	Iteration 62Q: 3 clusters Score -352076.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -352081.187500 Penalty: 2585.399170
	Iteration 63Q: 3 clusters Score -352081.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -352084.781250 Penalty: 2585.399170
	Iteration 64Q: 3 clusters Score -352084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -352088.156250 Penalty: 2585.399170
	Iteration 65Q: 3 clusters Score -352088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -352090.031250 Penalty: 2585.399170
	Iteration 66Q: 3 clusters Score -352090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -352091.437500 Penalty: 2585.399170
	Iteration 67Q: 3 clusters Score -352091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -352091.656250 Penalty: 2585.399170
	Iteration 68Q: 3 clusters Score -352091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -352093.750000 Penalty: 2585.399170
	Iteration 69Q: 3 clusters Score -352093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -352094.687500 Penalty: 2585.399170
	Iteration 70Q: 3 clusters Score -352094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -352094.687500 Penalty: 2585.399170
	Iteration 71F: 3 clusters Score -352094.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Entering Unmasked Estep 
Score: -2727062.000000 Penalty: 1623.074463
	Iteration 0F: 2 clusters Score -2727062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2712403.250000 Penalty: 3246.148926
	Iteration 0F: 3 clusters Score -2712403 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2718368.000000 Penalty: 3246.148926
	Iteration 1F: 3 clusters Score -2718368 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2719687.750000 Penalty: 3246.148926
	Iteration 2F: 3 clusters Score -2719688 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2721502.500000 Penalty: 3246.148926
	Iteration 3F: 3 clusters Score -2721502 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2723467.750000 Penalty: 3246.148926
	Iteration 4F: 3 clusters Score -2723468 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2725064.500000 Penalty: 3246.148926
	Iteration 5F: 3 clusters Score -2725064 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2726145.750000 Penalty: 3246.148926
	Iteration 6F: 3 clusters Score -2726146 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2726697.000000 Penalty: 3246.148926
	Iteration 7Q: 3 clusters Score -2726697 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2726983.750000 Penalty: 3246.148926
	Iteration 8Q: 3 clusters Score -2726984 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2727192.750000 Penalty: 3246.148926
	Iteration 9Q: 3 clusters Score -2727193 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2727350.000000 Penalty: 3246.148926
	Iteration 10Q: 3 clusters Score -2727350 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2727498.250000 Penalty: 3246.148926
	Iteration 11Q: 3 clusters Score -2727498 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2727663.000000 Penalty: 3246.148926
	Iteration 12Q: 3 clusters Score -2727663 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2727832.500000 Penalty: 3246.148926
	Iteration 13Q: 3 clusters Score -2727832 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2728011.250000 Penalty: 3246.148926
	Iteration 14Q: 3 clusters Score -2728011 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2728198.000000 Penalty: 3246.148926
	Iteration 15Q: 3 clusters Score -2728198 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2728361.250000 Penalty: 3246.148926
	Iteration 16Q: 3 clusters Score -2728361 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2728463.000000 Penalty: 3246.148926
	Iteration 17Q: 3 clusters Score -2728463 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2728520.750000 Penalty: 3246.148926
	Iteration 18Q: 3 clusters Score -2728521 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2728552.500000 Penalty: 3246.148926
	Iteration 19Q: 3 clusters Score -2728552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2728582.500000 Penalty: 3246.148926
	Iteration 20F: 3 clusters Score -2728582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2728598.250000 Penalty: 3246.148926
	Iteration 21Q: 3 clusters Score -2728598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2728617.500000 Penalty: 3246.148926
	Iteration 22Q: 3 clusters Score -2728618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2728625.250000 Penalty: 3246.148926
	Iteration 23Q: 3 clusters Score -2728625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2728627.250000 Penalty: 3246.148926
	Iteration 24Q: 3 clusters Score -2728627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2728648.500000 Penalty: 3246.148926
	Iteration 25Q: 3 clusters Score -2728648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2728646.250000 Penalty: 3246.148926
	Iteration 26Q: 3 clusters Score -2728646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2728652.750000 Penalty: 3246.148926
	Iteration 27Q: 3 clusters Score -2728653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2728654.500000 Penalty: 3246.148926
	Iteration 28Q: 3 clusters Score -2728654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2728655.000000 Penalty: 3246.148926
	Iteration 29Q: 3 clusters Score -2728655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2728655.500000 Penalty: 3246.148926
	Iteration 30Q: 3 clusters Score -2728656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2728655.750000 Penalty: 3246.148926
	Iteration 31Q: 3 clusters Score -2728656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2728655.750000 Penalty: 3246.148926
	Iteration 32F: 3 clusters Score -2728656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 17100 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 96552 members 
Mstep: Class 12 contains 111454 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 16 contains 108057 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 15883 members 
Mstep: Class 22 contains 140789 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 297 members 
Entering Unmasked Estep 
Score: -69458680.000000 Penalty: 38670.171875
Splitting cluster 7 changes total score from -69457240.000000 to -69458680.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -344941.343750 Penalty: 1277.718384
	Iteration 0F: 2 clusters Score -344941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -342467.687500 Penalty: 2555.436768
	Iteration 0F: 3 clusters Score -342467.7 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -343004.656250 Penalty: 2555.436768
	Iteration 1F: 3 clusters Score -343004.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -343155.156250 Penalty: 2555.436768
	Iteration 2F: 3 clusters Score -343155.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -343221.937500 Penalty: 2555.436768
	Iteration 3Q: 3 clusters Score -343221.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -343268.406250 Penalty: 2555.436768
	Iteration 4Q: 3 clusters Score -343268.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -343303.812500 Penalty: 2555.436768
	Iteration 5Q: 3 clusters Score -343303.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -343326.031250 Penalty: 2555.436768
	Iteration 6Q: 3 clusters Score -343326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -343344.531250 Penalty: 2555.436768
	Iteration 7Q: 3 clusters Score -343344.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -343356.000000 Penalty: 2555.436768
	Iteration 8Q: 3 clusters Score -343356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -343360.750000 Penalty: 2555.436768
	Iteration 9Q: 3 clusters Score -343360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -343363.531250 Penalty: 2555.436768
	Iteration 10Q: 3 clusters Score -343363.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -343365.875000 Penalty: 2555.436768
	Iteration 11Q: 3 clusters Score -343365.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -343369.937500 Penalty: 2555.436768
	Iteration 12Q: 3 clusters Score -343369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -343373.593750 Penalty: 2555.436768
	Iteration 13Q: 3 clusters Score -343373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -343374.656250 Penalty: 2555.436768
	Iteration 14Q: 3 clusters Score -343374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -343376.156250 Penalty: 2555.436768
	Iteration 15Q: 3 clusters Score -343376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -343376.843750 Penalty: 2555.436768
	Iteration 16Q: 3 clusters Score -343376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -343376.875000 Penalty: 2555.436768
	Iteration 17Q: 3 clusters Score -343376.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -343376.875000 Penalty: 2555.436768
	Iteration 18F: 3 clusters Score -343376.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (96552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96552 members 
Entering Unmasked Estep 
Score: -12345508.000000 Penalty: 1865.148438
	Iteration 0F: 2 clusters Score -1.234551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -12282157.000000 Penalty: 3730.296875
	Iteration 0F: 3 clusters Score -1.228216e+07 nChanged 45991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -12308625.000000 Penalty: 3730.296875
	Iteration 1F: 3 clusters Score -1.230862e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -12309764.000000 Penalty: 3730.296875
	Iteration 2Q: 3 clusters Score -1.230976e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -12311667.000000 Penalty: 3730.296875
	Iteration 3Q: 3 clusters Score -1.231167e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -12314470.000000 Penalty: 3730.296875
	Iteration 4F: 3 clusters Score -1.231447e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -12318961.000000 Penalty: 3730.296875
	Iteration 5F: 3 clusters Score -1.231896e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -12325104.000000 Penalty: 3730.296875
	Iteration 6F: 3 clusters Score -1.23251e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 81892 members 
Entering Unmasked Estep 
Score: -12331781.000000 Penalty: 3730.296875
	Iteration 7F: 3 clusters Score -1.233178e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -12337109.000000 Penalty: 3730.296875
	Iteration 8F: 3 clusters Score -1.233711e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -12340319.000000 Penalty: 3730.296875
	Iteration 9Q: 3 clusters Score -1.234032e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -12341758.000000 Penalty: 3730.296875
	Iteration 10Q: 3 clusters Score -1.234176e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -12342384.000000 Penalty: 3730.296875
	Iteration 11Q: 3 clusters Score -1.234238e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 91646 members 
Entering Unmasked Estep 
Score: -12342670.000000 Penalty: 3730.296875
	Iteration 12Q: 3 clusters Score -1.234267e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -12342875.000000 Penalty: 3730.296875
	Iteration 13Q: 3 clusters Score -1.234288e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -12343049.000000 Penalty: 3730.296875
	Iteration 14Q: 3 clusters Score -1.234305e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -12343149.000000 Penalty: 3730.296875
	Iteration 15Q: 3 clusters Score -1.234315e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -12343202.000000 Penalty: 3730.296875
	Iteration 16Q: 3 clusters Score -1.23432e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -12343275.000000 Penalty: 3730.296875
	Iteration 17Q: 3 clusters Score -1.234328e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -12343308.000000 Penalty: 3730.296875
	Iteration 18Q: 3 clusters Score -1.234331e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -12343388.000000 Penalty: 3730.296875
	Iteration 19Q: 3 clusters Score -1.234339e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -12343443.000000 Penalty: 3730.296875
	Iteration 20F: 3 clusters Score -1.234344e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -12343474.000000 Penalty: 3730.296875
	Iteration 21Q: 3 clusters Score -1.234347e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -12343518.000000 Penalty: 3730.296875
	Iteration 22Q: 3 clusters Score -1.234352e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -12343554.000000 Penalty: 3730.296875
	Iteration 23Q: 3 clusters Score -1.234355e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -12343587.000000 Penalty: 3730.296875
	Iteration 24Q: 3 clusters Score -1.234359e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -12343586.000000 Penalty: 3730.296875
	Iteration 25Q: 3 clusters Score -1.234359e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 93893 members 
Entering Unmasked Estep 
Score: -12343606.000000 Penalty: 3730.296875
	Iteration 26Q: 3 clusters Score -1.234361e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -12343601.000000 Penalty: 3730.296875
	Iteration 27Q: 3 clusters Score -1.23436e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -12343626.000000 Penalty: 3730.296875
	Iteration 28Q: 3 clusters Score -1.234363e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 94124 members 
Entering Unmasked Estep 
Score: -12343663.000000 Penalty: 3730.296875
	Iteration 29Q: 3 clusters Score -1.234366e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -12343699.000000 Penalty: 3730.296875
	Iteration 30Q: 3 clusters Score -1.23437e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 94251 members 
Entering Unmasked Estep 
Score: -12343693.000000 Penalty: 3730.296875
	Iteration 31Q: 3 clusters Score -1.234369e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -12343716.000000 Penalty: 3730.296875
	Iteration 32Q: 3 clusters Score -1.234372e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 94347 members 
Entering Unmasked Estep 
Score: -12343734.000000 Penalty: 3730.296875
	Iteration 33Q: 3 clusters Score -1.234373e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -12343737.000000 Penalty: 3730.296875
	Iteration 34Q: 3 clusters Score -1.234374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -12343747.000000 Penalty: 3730.296875
	Iteration 35Q: 3 clusters Score -1.234375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 94465 members 
Entering Unmasked Estep 
Score: -12343766.000000 Penalty: 3730.296875
	Iteration 36Q: 3 clusters Score -1.234377e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -12343772.000000 Penalty: 3730.296875
	Iteration 37Q: 3 clusters Score -1.234377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -12343786.000000 Penalty: 3730.296875
	Iteration 38Q: 3 clusters Score -1.234379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 94555 members 
Entering Unmasked Estep 
Score: -12343800.000000 Penalty: 3730.296875
	Iteration 39Q: 3 clusters Score -1.23438e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 94576 members 
Entering Unmasked Estep 
Score: -12343795.000000 Penalty: 3730.296875
	Iteration 40F: 3 clusters Score -1.23438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -12343805.000000 Penalty: 3730.296875
	Iteration 41Q: 3 clusters Score -1.23438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 94620 members 
Entering Unmasked Estep 
Score: -12343811.000000 Penalty: 3730.296875
	Iteration 42Q: 3 clusters Score -1.234381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -12343811.000000 Penalty: 3730.296875
	Iteration 43Q: 3 clusters Score -1.234381e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -12343822.000000 Penalty: 3730.296875
	Iteration 44Q: 3 clusters Score -1.234382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -12343824.000000 Penalty: 3730.296875
	Iteration 45Q: 3 clusters Score -1.234382e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -12343832.000000 Penalty: 3730.296875
	Iteration 46Q: 3 clusters Score -1.234383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -12343846.000000 Penalty: 3730.296875
	Iteration 47Q: 3 clusters Score -1.234385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 94794 members 
Entering Unmasked Estep 
Score: -12343861.000000 Penalty: 3730.296875
	Iteration 48Q: 3 clusters Score -1.234386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -12343875.000000 Penalty: 3730.296875
	Iteration 49Q: 3 clusters Score -1.234388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -12343875.000000 Penalty: 3730.296875
	Iteration 50Q: 3 clusters Score -1.234388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -12343880.000000 Penalty: 3730.296875
	Iteration 51Q: 3 clusters Score -1.234388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -12343873.000000 Penalty: 3730.296875
	Iteration 52Q: 3 clusters Score -1.234387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -12343863.000000 Penalty: 3730.296875
	Iteration 53Q: 3 clusters Score -1.234386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -12343870.000000 Penalty: 3730.296875
	Iteration 54Q: 3 clusters Score -1.234387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -12343878.000000 Penalty: 3730.296875
	Iteration 55Q: 3 clusters Score -1.234388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -12343869.000000 Penalty: 3730.296875
	Iteration 56Q: 3 clusters Score -1.234387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -12343871.000000 Penalty: 3730.296875
	Iteration 57Q: 3 clusters Score -1.234387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -12343869.000000 Penalty: 3730.296875
	Iteration 58Q: 3 clusters Score -1.234387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -12343869.000000 Penalty: 3730.296875
	Iteration 59Q: 3 clusters Score -1.234387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -12343871.000000 Penalty: 3730.296875
	Iteration 60F: 3 clusters Score -1.234387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -12343870.000000 Penalty: 3730.296875
	Iteration 61Q: 3 clusters Score -1.234387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -12343868.000000 Penalty: 3730.296875
	Iteration 62Q: 3 clusters Score -1.234387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -12343871.000000 Penalty: 3730.296875
	Iteration 63Q: 3 clusters Score -1.234387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -12343876.000000 Penalty: 3730.296875
	Iteration 64Q: 3 clusters Score -1.234388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -12343889.000000 Penalty: 3730.296875
	Iteration 65Q: 3 clusters Score -1.234389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -12343882.000000 Penalty: 3730.296875
	Iteration 66Q: 3 clusters Score -1.234388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -12343874.000000 Penalty: 3730.296875
	Iteration 67Q: 3 clusters Score -1.234387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -12343880.000000 Penalty: 3730.296875
	Iteration 68Q: 3 clusters Score -1.234388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -12343880.000000 Penalty: 3730.296875
	Iteration 69F: 3 clusters Score -1.234388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (111454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111454 members 
Entering Unmasked Estep 
Score: -14303279.000000 Penalty: 1888.472168
	Iteration 0F: 2 clusters Score -1.430328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -14235777.000000 Penalty: 3776.944336
	Iteration 0F: 3 clusters Score -1.423578e+07 nChanged 53567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -14267751.000000 Penalty: 3776.944336
	Iteration 1F: 3 clusters Score -1.426775e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -14269402.000000 Penalty: 3776.944336
	Iteration 2Q: 3 clusters Score -1.42694e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -14271832.000000 Penalty: 3776.944336
	Iteration 3F: 3 clusters Score -1.427183e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -14275606.000000 Penalty: 3776.944336
	Iteration 4F: 3 clusters Score -1.427561e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -14280713.000000 Penalty: 3776.944336
	Iteration 5F: 3 clusters Score -1.428071e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -14286410.000000 Penalty: 3776.944336
	Iteration 6F: 3 clusters Score -1.428641e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 88761 members 
Entering Unmasked Estep 
Score: -14291565.000000 Penalty: 3776.944336
	Iteration 7F: 3 clusters Score -1.429156e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -14295865.000000 Penalty: 3776.944336
	Iteration 8Q: 3 clusters Score -1.429586e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -14298609.000000 Penalty: 3776.944336
	Iteration 9Q: 3 clusters Score -1.429861e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -14300079.000000 Penalty: 3776.944336
	Iteration 10Q: 3 clusters Score -1.430008e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -14301027.000000 Penalty: 3776.944336
	Iteration 11Q: 3 clusters Score -1.430103e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -14301666.000000 Penalty: 3776.944336
	Iteration 12Q: 3 clusters Score -1.430167e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -14302115.000000 Penalty: 3776.944336
	Iteration 13Q: 3 clusters Score -1.430212e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 103026 members 
Entering Unmasked Estep 
Score: -14302486.000000 Penalty: 3776.944336
	Iteration 14Q: 3 clusters Score -1.430249e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -14302707.000000 Penalty: 3776.944336
	Iteration 15Q: 3 clusters Score -1.430271e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 105110 members 
Entering Unmasked Estep 
Score: -14302846.000000 Penalty: 3776.944336
	Iteration 16Q: 3 clusters Score -1.430285e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -14302961.000000 Penalty: 3776.944336
	Iteration 17Q: 3 clusters Score -1.430296e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 106826 members 
Entering Unmasked Estep 
Score: -14303011.000000 Penalty: 3776.944336
	Iteration 18Q: 3 clusters Score -1.430301e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 107510 members 
Entering Unmasked Estep 
Score: -14303001.000000 Penalty: 3776.944336
	Iteration 19Q: 3 clusters Score -1.4303e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 108087 members 
Entering Unmasked Estep 
Score: -14302911.000000 Penalty: 3776.944336
	Iteration 20F: 3 clusters Score -1.430291e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -14302788.000000 Penalty: 3776.944336
	Iteration 21Q: 3 clusters Score -1.430279e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 109023 members 
Entering Unmasked Estep 
Score: -14302683.000000 Penalty: 3776.944336
	Iteration 22Q: 3 clusters Score -1.430268e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -14302578.000000 Penalty: 3776.944336
	Iteration 23Q: 3 clusters Score -1.430258e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 109681 members 
Entering Unmasked Estep 
Score: -14302528.000000 Penalty: 3776.944336
	Iteration 24Q: 3 clusters Score -1.430253e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
Score: -14302474.000000 Penalty: 3776.944336
	Iteration 25Q: 3 clusters Score -1.430247e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -14302407.000000 Penalty: 3776.944336
	Iteration 26Q: 3 clusters Score -1.430241e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 110234 members 
Entering Unmasked Estep 
Score: -14302381.000000 Penalty: 3776.944336
	Iteration 27Q: 3 clusters Score -1.430238e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 110335 members 
Entering Unmasked Estep 
Score: -14302391.000000 Penalty: 3776.944336
	Iteration 28Q: 3 clusters Score -1.430239e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -14302367.000000 Penalty: 3776.944336
	Iteration 29Q: 3 clusters Score -1.430237e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 110484 members 
Entering Unmasked Estep 
Score: -14302346.000000 Penalty: 3776.944336
	Iteration 30Q: 3 clusters Score -1.430235e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -14302332.000000 Penalty: 3776.944336
	Iteration 31Q: 3 clusters Score -1.430233e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 110607 members 
Entering Unmasked Estep 
Score: -14302326.000000 Penalty: 3776.944336
	Iteration 32Q: 3 clusters Score -1.430233e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -14302310.000000 Penalty: 3776.944336
	Iteration 33Q: 3 clusters Score -1.430231e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 110696 members 
Entering Unmasked Estep 
Score: -14302309.000000 Penalty: 3776.944336
	Iteration 34Q: 3 clusters Score -1.430231e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -14302315.000000 Penalty: 3776.944336
	Iteration 35Q: 3 clusters Score -1.430232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -14302301.000000 Penalty: 3776.944336
	Iteration 36Q: 3 clusters Score -1.43023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -14302283.000000 Penalty: 3776.944336
	Iteration 37Q: 3 clusters Score -1.430228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 110783 members 
Entering Unmasked Estep 
Score: -14302285.000000 Penalty: 3776.944336
	Iteration 38Q: 3 clusters Score -1.430228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 110800 members 
Entering Unmasked Estep 
Score: -14302260.000000 Penalty: 3776.944336
	Iteration 39Q: 3 clusters Score -1.430226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -14302261.000000 Penalty: 3776.944336
	Iteration 40F: 3 clusters Score -1.430226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 110821 members 
Entering Unmasked Estep 
Score: -14302260.000000 Penalty: 3776.944336
	Iteration 41Q: 3 clusters Score -1.430226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 110826 members 
Entering Unmasked Estep 
Score: -14302261.000000 Penalty: 3776.944336
	Iteration 42Q: 3 clusters Score -1.430226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -14302256.000000 Penalty: 3776.944336
	Iteration 43Q: 3 clusters Score -1.430226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -14302256.000000 Penalty: 3776.944336
	Iteration 44Q: 3 clusters Score -1.430226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 110836 members 
Entering Unmasked Estep 
Score: -14302252.000000 Penalty: 3776.944336
	Iteration 45Q: 3 clusters Score -1.430225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 110837 members 
Entering Unmasked Estep 
Score: -14302243.000000 Penalty: 3776.944336
	Iteration 46Q: 3 clusters Score -1.430224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -14302244.000000 Penalty: 3776.944336
	Iteration 47Q: 3 clusters Score -1.430224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -14302244.000000 Penalty: 3776.944336
	Iteration 48F: 3 clusters Score -1.430224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Entering Unmasked Estep 
Score: -2815097.250000 Penalty: 1624.885986
	Iteration 0F: 2 clusters Score -2815097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2800152.000000 Penalty: 3249.771973
	Iteration 0F: 3 clusters Score -2800152 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2805689.000000 Penalty: 3249.771973
	Iteration 1F: 3 clusters Score -2805689 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2805982.000000 Penalty: 3249.771973
	Iteration 2Q: 3 clusters Score -2805982 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2806289.500000 Penalty: 3249.771973
	Iteration 3Q: 3 clusters Score -2806290 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2806637.250000 Penalty: 3249.771973
	Iteration 4Q: 3 clusters Score -2806637 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2807005.750000 Penalty: 3249.771973
	Iteration 5Q: 3 clusters Score -2807006 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2807480.250000 Penalty: 3249.771973
	Iteration 6Q: 3 clusters Score -2807480 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2808102.750000 Penalty: 3249.771973
	Iteration 7Q: 3 clusters Score -2808103 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2809007.000000 Penalty: 3249.771973
	Iteration 8F: 3 clusters Score -2809007 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2810037.000000 Penalty: 3249.771973
	Iteration 9F: 3 clusters Score -2810037 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2811046.750000 Penalty: 3249.771973
	Iteration 10F: 3 clusters Score -2811047 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2811960.000000 Penalty: 3249.771973
	Iteration 11Q: 3 clusters Score -2811960 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2812639.500000 Penalty: 3249.771973
	Iteration 12Q: 3 clusters Score -2812640 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2813050.750000 Penalty: 3249.771973
	Iteration 13Q: 3 clusters Score -2813051 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2813313.750000 Penalty: 3249.771973
	Iteration 14Q: 3 clusters Score -2813314 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2813480.000000 Penalty: 3249.771973
	Iteration 15Q: 3 clusters Score -2813480 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2813596.750000 Penalty: 3249.771973
	Iteration 16Q: 3 clusters Score -2813597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2813641.500000 Penalty: 3249.771973
	Iteration 17Q: 3 clusters Score -2813642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2813664.000000 Penalty: 3249.771973
	Iteration 18Q: 3 clusters Score -2813664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2813677.750000 Penalty: 3249.771973
	Iteration 19Q: 3 clusters Score -2813678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2813689.500000 Penalty: 3249.771973
	Iteration 20F: 3 clusters Score -2813690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2813694.250000 Penalty: 3249.771973
	Iteration 21Q: 3 clusters Score -2813694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2813698.500000 Penalty: 3249.771973
	Iteration 22Q: 3 clusters Score -2813698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2813698.500000 Penalty: 3249.771973
	Iteration 23Q: 3 clusters Score -2813698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2813701.500000 Penalty: 3249.771973
	Iteration 24Q: 3 clusters Score -2813702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2813703.000000 Penalty: 3249.771973
	Iteration 25Q: 3 clusters Score -2813703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2813703.000000 Penalty: 3249.771973
	Iteration 26F: 3 clusters Score -2813703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -22996.451172 Penalty: 984.986694
	Iteration 0F: 2 clusters Score -22996.45 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 222 members 
Entering Unmasked Estep 
Score: -22255.718750 Penalty: 1969.973389
	Iteration 0F: 3 clusters Score -22255.72 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22931.121094 Penalty: 1969.973389
	Iteration 1F: 3 clusters Score -22931.12 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23120.107422 Penalty: 1969.973389
	Iteration 2F: 3 clusters Score -23120.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23176.753906 Penalty: 1969.973389
	Iteration 3Q: 3 clusters Score -23176.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23191.951172 Penalty: 1969.973389
	Iteration 4Q: 3 clusters Score -23191.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23240.001953 Penalty: 1969.973389
	Iteration 5Q: 3 clusters Score -23240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23302.134766 Penalty: 1969.973389
	Iteration 6Q: 3 clusters Score -23302.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23319.810547 Penalty: 1969.973389
	Iteration 7Q: 3 clusters Score -23319.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23344.951172 Penalty: 1969.973389
	Iteration 8Q: 3 clusters Score -23344.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23368.191406 Penalty: 1969.973389
	Iteration 9Q: 3 clusters Score -23368.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23370.076172 Penalty: 1969.973389
	Iteration 10Q: 3 clusters Score -23370.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23373.419922 Penalty: 1969.973389
	Iteration 11Q: 3 clusters Score -23373.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23379.914062 Penalty: 1969.973389
	Iteration 12F: 3 clusters Score -23379.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23448.785156 Penalty: 1969.973389
	Iteration 13Q: 3 clusters Score -23448.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23515.179688 Penalty: 1969.973389
	Iteration 14Q: 3 clusters Score -23515.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23555.476562 Penalty: 1969.973389
	Iteration 15Q: 3 clusters Score -23555.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23579.589844 Penalty: 1969.973389
	Iteration 16Q: 3 clusters Score -23579.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23580.818359 Penalty: 1969.973389
	Iteration 17Q: 3 clusters Score -23580.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23581.558594 Penalty: 1969.973389
	Iteration 18Q: 3 clusters Score -23581.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23581.558594 Penalty: 1969.973389
	Iteration 19F: 3 clusters Score -23581.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 17100 members 
Mstep: Class 4 contains 178 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 96552 members 
Mstep: Class 12 contains 111454 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 108057 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 15883 members 
Mstep: Class 22 contains 140789 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 297 members 
Entering Unmasked Estep 
Score: -69458088.000000 Penalty: 40818.515625
Splitting cluster 14 changes total score from -69457240.000000 to -69458088.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 16 (108057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108057 members 
Entering Unmasked Estep 
Score: -13828621.000000 Penalty: 1883.442261
	Iteration 0F: 2 clusters Score -1.382862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -13760925.000000 Penalty: 3766.884521
	Iteration 0F: 3 clusters Score -1.376092e+07 nChanged 51795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -13792708.000000 Penalty: 3766.884521
	Iteration 1F: 3 clusters Score -1.379271e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -13795377.000000 Penalty: 3766.884521
	Iteration 2Q: 3 clusters Score -1.379538e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -13799568.000000 Penalty: 3766.884521
	Iteration 3F: 3 clusters Score -1.379957e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -13805281.000000 Penalty: 3766.884521
	Iteration 4F: 3 clusters Score -1.380528e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -13811784.000000 Penalty: 3766.884521
	Iteration 5F: 3 clusters Score -1.381178e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -13817053.000000 Penalty: 3766.884521
	Iteration 6F: 3 clusters Score -1.381705e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -13819370.000000 Penalty: 3766.884521
	Iteration 7Q: 3 clusters Score -1.381937e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -13820473.000000 Penalty: 3766.884521
	Iteration 8Q: 3 clusters Score -1.382047e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -13820999.000000 Penalty: 3766.884521
	Iteration 9Q: 3 clusters Score -1.3821e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -13821459.000000 Penalty: 3766.884521
	Iteration 10Q: 3 clusters Score -1.382146e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -13821696.000000 Penalty: 3766.884521
	Iteration 11Q: 3 clusters Score -1.38217e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -13821910.000000 Penalty: 3766.884521
	Iteration 12Q: 3 clusters Score -1.382191e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -13822134.000000 Penalty: 3766.884521
	Iteration 13Q: 3 clusters Score -1.382213e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -13822311.000000 Penalty: 3766.884521
	Iteration 14Q: 3 clusters Score -1.382231e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -13822314.000000 Penalty: 3766.884521
	Iteration 15Q: 3 clusters Score -1.382231e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -13822399.000000 Penalty: 3766.884521
	Iteration 16Q: 3 clusters Score -1.38224e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -13822474.000000 Penalty: 3766.884521
	Iteration 17Q: 3 clusters Score -1.382247e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -13822607.000000 Penalty: 3766.884521
	Iteration 18Q: 3 clusters Score -1.382261e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -13822674.000000 Penalty: 3766.884521
	Iteration 19Q: 3 clusters Score -1.382267e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -13822722.000000 Penalty: 3766.884521
	Iteration 20F: 3 clusters Score -1.382272e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -13822838.000000 Penalty: 3766.884521
	Iteration 21Q: 3 clusters Score -1.382284e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -13822922.000000 Penalty: 3766.884521
	Iteration 22Q: 3 clusters Score -1.382292e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -13823056.000000 Penalty: 3766.884521
	Iteration 23Q: 3 clusters Score -1.382306e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -13823083.000000 Penalty: 3766.884521
	Iteration 24Q: 3 clusters Score -1.382308e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -13823177.000000 Penalty: 3766.884521
	Iteration 25Q: 3 clusters Score -1.382318e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 72423 members 
Entering Unmasked Estep 
Score: -13823317.000000 Penalty: 3766.884521
	Iteration 26Q: 3 clusters Score -1.382332e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 73040 members 
Entering Unmasked Estep 
Score: -13823405.000000 Penalty: 3766.884521
	Iteration 27Q: 3 clusters Score -1.38234e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -13823510.000000 Penalty: 3766.884521
	Iteration 28Q: 3 clusters Score -1.382351e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -13823628.000000 Penalty: 3766.884521
	Iteration 29Q: 3 clusters Score -1.382363e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -13823769.000000 Penalty: 3766.884521
	Iteration 30Q: 3 clusters Score -1.382377e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -13823839.000000 Penalty: 3766.884521
	Iteration 31Q: 3 clusters Score -1.382384e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -13824038.000000 Penalty: 3766.884521
	Iteration 32Q: 3 clusters Score -1.382404e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -13824172.000000 Penalty: 3766.884521
	Iteration 33Q: 3 clusters Score -1.382417e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 78471 members 
Entering Unmasked Estep 
Score: -13824283.000000 Penalty: 3766.884521
	Iteration 34Q: 3 clusters Score -1.382428e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 79262 members 
Entering Unmasked Estep 
Score: -13824415.000000 Penalty: 3766.884521
	Iteration 35Q: 3 clusters Score -1.382442e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -13824495.000000 Penalty: 3766.884521
	Iteration 36Q: 3 clusters Score -1.38245e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -13824547.000000 Penalty: 3766.884521
	Iteration 37Q: 3 clusters Score -1.382455e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -13824725.000000 Penalty: 3766.884521
	Iteration 38Q: 3 clusters Score -1.382472e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -13824861.000000 Penalty: 3766.884521
	Iteration 39Q: 3 clusters Score -1.382486e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -13825034.000000 Penalty: 3766.884521
	Iteration 40F: 3 clusters Score -1.382503e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 84511 members 
Entering Unmasked Estep 
Score: -13825210.000000 Penalty: 3766.884521
	Iteration 41Q: 3 clusters Score -1.382521e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -13825394.000000 Penalty: 3766.884521
	Iteration 42Q: 3 clusters Score -1.382539e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -13825552.000000 Penalty: 3766.884521
	Iteration 43Q: 3 clusters Score -1.382555e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -13825670.000000 Penalty: 3766.884521
	Iteration 44Q: 3 clusters Score -1.382567e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -13825849.000000 Penalty: 3766.884521
	Iteration 45Q: 3 clusters Score -1.382585e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -13826052.000000 Penalty: 3766.884521
	Iteration 46Q: 3 clusters Score -1.382605e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 89829 members 
Entering Unmasked Estep 
Score: -13826267.000000 Penalty: 3766.884521
	Iteration 47Q: 3 clusters Score -1.382627e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -13826482.000000 Penalty: 3766.884521
	Iteration 48Q: 3 clusters Score -1.382648e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -13826766.000000 Penalty: 3766.884521
	Iteration 49Q: 3 clusters Score -1.382677e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 92312 members 
Entering Unmasked Estep 
Score: -13827093.000000 Penalty: 3766.884521
	Iteration 50Q: 3 clusters Score -1.382709e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -13827434.000000 Penalty: 3766.884521
	Iteration 51Q: 3 clusters Score -1.382743e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -13827949.000000 Penalty: 3766.884521
	Iteration 52Q: 3 clusters Score -1.382795e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -13828536.000000 Penalty: 3766.884521
	Iteration 53Q: 3 clusters Score -1.382854e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -13829198.000000 Penalty: 3766.884521
	Iteration 54Q: 3 clusters Score -1.38292e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -13829805.000000 Penalty: 3766.884521
	Iteration 55Q: 3 clusters Score -1.38298e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -13830232.000000 Penalty: 3766.884521
	Iteration 56Q: 3 clusters Score -1.383023e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 95754 members 
Entering Unmasked Estep 
Score: -13830461.000000 Penalty: 3766.884521
	Iteration 57Q: 3 clusters Score -1.383046e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -13830684.000000 Penalty: 3766.884521
	Iteration 58Q: 3 clusters Score -1.383068e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -13830747.000000 Penalty: 3766.884521
	Iteration 59Q: 3 clusters Score -1.383075e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -13830815.000000 Penalty: 3766.884521
	Iteration 60F: 3 clusters Score -1.383082e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -13830846.000000 Penalty: 3766.884521
	Iteration 61Q: 3 clusters Score -1.383085e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -13830856.000000 Penalty: 3766.884521
	Iteration 62Q: 3 clusters Score -1.383086e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -13830889.000000 Penalty: 3766.884521
	Iteration 63Q: 3 clusters Score -1.383089e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 95175 members 
Entering Unmasked Estep 
Score: -13830925.000000 Penalty: 3766.884521
	Iteration 64Q: 3 clusters Score -1.383092e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 95064 members 
Entering Unmasked Estep 
Score: -13830922.000000 Penalty: 3766.884521
	Iteration 65Q: 3 clusters Score -1.383092e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -13830930.000000 Penalty: 3766.884521
	Iteration 66Q: 3 clusters Score -1.383093e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 94859 members 
Entering Unmasked Estep 
Score: -13830922.000000 Penalty: 3766.884521
	Iteration 67Q: 3 clusters Score -1.383092e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -13830909.000000 Penalty: 3766.884521
	Iteration 68Q: 3 clusters Score -1.383091e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -13830939.000000 Penalty: 3766.884521
	Iteration 69Q: 3 clusters Score -1.383094e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 94548 members 
Entering Unmasked Estep 
Score: -13830946.000000 Penalty: 3766.884521
	Iteration 70Q: 3 clusters Score -1.383095e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -13830952.000000 Penalty: 3766.884521
	Iteration 71Q: 3 clusters Score -1.383095e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
Score: -13830958.000000 Penalty: 3766.884521
	Iteration 72Q: 3 clusters Score -1.383096e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -13830969.000000 Penalty: 3766.884521
	Iteration 73Q: 3 clusters Score -1.383097e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -13830997.000000 Penalty: 3766.884521
	Iteration 74Q: 3 clusters Score -1.3831e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -13831022.000000 Penalty: 3766.884521
	Iteration 75Q: 3 clusters Score -1.383102e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -13831036.000000 Penalty: 3766.884521
	Iteration 76Q: 3 clusters Score -1.383104e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -13831043.000000 Penalty: 3766.884521
	Iteration 77Q: 3 clusters Score -1.383104e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -13831068.000000 Penalty: 3766.884521
	Iteration 78Q: 3 clusters Score -1.383107e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -13831073.000000 Penalty: 3766.884521
	Iteration 79Q: 3 clusters Score -1.383107e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -13831051.000000 Penalty: 3766.884521
	Iteration 80F: 3 clusters Score -1.383105e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -13831081.000000 Penalty: 3766.884521
	Iteration 81Q: 3 clusters Score -1.383108e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -13831073.000000 Penalty: 3766.884521
	Iteration 82Q: 3 clusters Score -1.383107e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
Score: -13831067.000000 Penalty: 3766.884521
	Iteration 83Q: 3 clusters Score -1.383107e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -13831060.000000 Penalty: 3766.884521
	Iteration 84Q: 3 clusters Score -1.383106e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -13831072.000000 Penalty: 3766.884521
	Iteration 85Q: 3 clusters Score -1.383107e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -13831060.000000 Penalty: 3766.884521
	Iteration 86Q: 3 clusters Score -1.383106e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -13831075.000000 Penalty: 3766.884521
	Iteration 87Q: 3 clusters Score -1.383108e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -13831080.000000 Penalty: 3766.884521
	Iteration 88Q: 3 clusters Score -1.383108e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -13831065.000000 Penalty: 3766.884521
	Iteration 89Q: 3 clusters Score -1.383106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -13831065.000000 Penalty: 3766.884521
	Iteration 90Q: 3 clusters Score -1.383106e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -13831081.000000 Penalty: 3766.884521
	Iteration 91Q: 3 clusters Score -1.383108e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -13831068.000000 Penalty: 3766.884521
	Iteration 92Q: 3 clusters Score -1.383107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -13831064.000000 Penalty: 3766.884521
	Iteration 93Q: 3 clusters Score -1.383106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -13831074.000000 Penalty: 3766.884521
	Iteration 94Q: 3 clusters Score -1.383107e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 93303 members 
Entering Unmasked Estep 
Score: -13831108.000000 Penalty: 3766.884521
	Iteration 95Q: 3 clusters Score -1.383111e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -13831109.000000 Penalty: 3766.884521
	Iteration 96Q: 3 clusters Score -1.383111e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 93235 members 
Entering Unmasked Estep 
Score: -13831103.000000 Penalty: 3766.884521
	Iteration 97Q: 3 clusters Score -1.38311e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -13831124.000000 Penalty: 3766.884521
	Iteration 98Q: 3 clusters Score -1.383112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -13831142.000000 Penalty: 3766.884521
	Iteration 99Q: 3 clusters Score -1.383114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -13831142.000000 Penalty: 3766.884521
	Iteration 100F: 3 clusters Score -1.383114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -13831143.000000 Penalty: 3766.884521
	Iteration 101Q: 3 clusters Score -1.383114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -13831151.000000 Penalty: 3766.884521
	Iteration 102Q: 3 clusters Score -1.383115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -13831165.000000 Penalty: 3766.884521
	Iteration 103Q: 3 clusters Score -1.383116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -13831161.000000 Penalty: 3766.884521
	Iteration 104Q: 3 clusters Score -1.383116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -13831164.000000 Penalty: 3766.884521
	Iteration 105Q: 3 clusters Score -1.383116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -13831167.000000 Penalty: 3766.884521
	Iteration 106Q: 3 clusters Score -1.383117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -13831159.000000 Penalty: 3766.884521
	Iteration 107Q: 3 clusters Score -1.383116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -13831169.000000 Penalty: 3766.884521
	Iteration 108Q: 3 clusters Score -1.383117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 93037 members 
Entering Unmasked Estep 
Score: -13831175.000000 Penalty: 3766.884521
	Iteration 109Q: 3 clusters Score -1.383118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -13831173.000000 Penalty: 3766.884521
	Iteration 110Q: 3 clusters Score -1.383117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -13831179.000000 Penalty: 3766.884521
	Iteration 111Q: 3 clusters Score -1.383118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -13831175.000000 Penalty: 3766.884521
	Iteration 112Q: 3 clusters Score -1.383118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -13831161.000000 Penalty: 3766.884521
	Iteration 113Q: 3 clusters Score -1.383116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -13831149.000000 Penalty: 3766.884521
	Iteration 114Q: 3 clusters Score -1.383115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -13831138.000000 Penalty: 3766.884521
	Iteration 115Q: 3 clusters Score -1.383114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -13831151.000000 Penalty: 3766.884521
	Iteration 116Q: 3 clusters Score -1.383115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 92950 members 
Entering Unmasked Estep 
Score: -13831154.000000 Penalty: 3766.884521
	Iteration 117Q: 3 clusters Score -1.383115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -13831147.000000 Penalty: 3766.884521
	Iteration 118Q: 3 clusters Score -1.383115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -13831154.000000 Penalty: 3766.884521
	Iteration 119Q: 3 clusters Score -1.383115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 92940 members 
Entering Unmasked Estep 
Score: -13831160.000000 Penalty: 3766.884521
	Iteration 120F: 3 clusters Score -1.383116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -13831159.000000 Penalty: 3766.884521
	Iteration 121Q: 3 clusters Score -1.383116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -13831155.000000 Penalty: 3766.884521
	Iteration 122Q: 3 clusters Score -1.383116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -13831155.000000 Penalty: 3766.884521
	Iteration 123Q: 3 clusters Score -1.383116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -13831152.000000 Penalty: 3766.884521
	Iteration 124Q: 3 clusters Score -1.383115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -13831156.000000 Penalty: 3766.884521
	Iteration 125Q: 3 clusters Score -1.383116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -13831156.000000 Penalty: 3766.884521
	Iteration 126F: 3 clusters Score -1.383116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 17100 members 
Mstep: Class 4 contains 178 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 92933 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 96552 members 
Mstep: Class 12 contains 111454 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 15124 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 15883 members 
Mstep: Class 22 contains 140789 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 297 members 
Entering Unmasked Estep 
Score: -69460144.000000 Penalty: 42966.859375
Splitting cluster 16 changes total score from -69457240.000000 to -69460144.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -46405.339844 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -46405.34 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 262 members 
Entering Unmasked Estep 
Score: -45432.644531 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -45432.64 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46036.339844 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -46036.34 nChanged 60
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: -46275.640625 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -46275.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46346.992188 Penalty: 2031.868774
	Iteration 3Q: 3 clusters Score -46346.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46415.179688 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -46415.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46434.644531 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -46434.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46446.507812 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -46446.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46464.144531 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -46464.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -46495.738281 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -46495.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -46500.574219 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -46500.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46500.933594 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -46500.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46500.933594 Penalty: 2031.868774
	Iteration 11F: 3 clusters Score -46500.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 17100 members 
Mstep: Class 4 contains 178 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 92933 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 96552 members 
Mstep: Class 12 contains 111454 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 15124 members 
Mstep: Class 17 contains 175 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 15883 members 
Mstep: Class 22 contains 140789 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 297 members 
Entering Unmasked Estep 
Score: -69459120.000000 Penalty: 45115.199219
Splitting cluster 17 changes total score from -69457240.000000 to -69459120.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -29568.177734 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -29568.18 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 145 members 
Entering Unmasked Estep 
Score: -28778.318359 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -28778.32 nChanged 55
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: -28917.904297 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -28917.9 nChanged 13
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: -28961.855469 Penalty: 1823.078369
	Iteration 2Q: 3 clusters Score -28961.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28973.025391 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -28973.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28988.218750 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -28988.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28992.023438 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -28992.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28993.197266 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -28993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28993.197266 Penalty: 1823.078369
	Iteration 7F: 3 clusters Score -28993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Entering Unmasked Estep 
Score: -2052979.750000 Penalty: 1571.863281
	Iteration 0F: 2 clusters Score -2052980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2042040.500000 Penalty: 3143.726562
	Iteration 0F: 3 clusters Score -2042040 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2045749.125000 Penalty: 3143.726562
	Iteration 1F: 3 clusters Score -2045749 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2046032.125000 Penalty: 3143.726562
	Iteration 2F: 3 clusters Score -2046032 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2046296.375000 Penalty: 3143.726562
	Iteration 3Q: 3 clusters Score -2046296 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2046570.375000 Penalty: 3143.726562
	Iteration 4Q: 3 clusters Score -2046570 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2046948.625000 Penalty: 3143.726562
	Iteration 5Q: 3 clusters Score -2046949 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2047466.500000 Penalty: 3143.726562
	Iteration 6F: 3 clusters Score -2047466 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2048239.250000 Penalty: 3143.726562
	Iteration 7F: 3 clusters Score -2048239 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2049219.875000 Penalty: 3143.726562
	Iteration 8F: 3 clusters Score -2049220 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2050125.375000 Penalty: 3143.726562
	Iteration 9F: 3 clusters Score -2050125 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2050744.750000 Penalty: 3143.726562
	Iteration 10Q: 3 clusters Score -2050745 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2051108.750000 Penalty: 3143.726562
	Iteration 11Q: 3 clusters Score -2051109 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2051295.625000 Penalty: 3143.726562
	Iteration 12Q: 3 clusters Score -2051296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2051399.500000 Penalty: 3143.726562
	Iteration 13Q: 3 clusters Score -2051400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2051457.000000 Penalty: 3143.726562
	Iteration 14Q: 3 clusters Score -2051457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2051476.875000 Penalty: 3143.726562
	Iteration 15Q: 3 clusters Score -2051477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2051487.750000 Penalty: 3143.726562
	Iteration 16Q: 3 clusters Score -2051488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2051496.750000 Penalty: 3143.726562
	Iteration 17Q: 3 clusters Score -2051497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2051508.375000 Penalty: 3143.726562
	Iteration 18Q: 3 clusters Score -2051508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2051525.875000 Penalty: 3143.726562
	Iteration 19Q: 3 clusters Score -2051526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2051536.250000 Penalty: 3143.726562
	Iteration 20F: 3 clusters Score -2051536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2051542.125000 Penalty: 3143.726562
	Iteration 21Q: 3 clusters Score -2051542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2051549.375000 Penalty: 3143.726562
	Iteration 22Q: 3 clusters Score -2051549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2051558.875000 Penalty: 3143.726562
	Iteration 23Q: 3 clusters Score -2051559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2051566.875000 Penalty: 3143.726562
	Iteration 24Q: 3 clusters Score -2051567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2051572.125000 Penalty: 3143.726562
	Iteration 25Q: 3 clusters Score -2051572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2051578.750000 Penalty: 3143.726562
	Iteration 26Q: 3 clusters Score -2051579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2051581.750000 Penalty: 3143.726562
	Iteration 27Q: 3 clusters Score -2051582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2051582.875000 Penalty: 3143.726562
	Iteration 28Q: 3 clusters Score -2051583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2051582.875000 Penalty: 3143.726562
	Iteration 29F: 3 clusters Score -2051583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (140789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140789 members 
Entering Unmasked Estep 
Score: -18041948.000000 Penalty: 1926.440430
	Iteration 0F: 2 clusters Score -1.804195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -17965470.000000 Penalty: 3852.880859
	Iteration 0F: 3 clusters Score -1.796547e+07 nChanged 67778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -18005796.000000 Penalty: 3852.880859
	Iteration 1F: 3 clusters Score -1.80058e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -18007120.000000 Penalty: 3852.880859
	Iteration 2Q: 3 clusters Score -1.800712e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -18008916.000000 Penalty: 3852.880859
	Iteration 3Q: 3 clusters Score -1.800892e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -18011568.000000 Penalty: 3852.880859
	Iteration 4Q: 3 clusters Score -1.801157e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -18015502.000000 Penalty: 3852.880859
	Iteration 5F: 3 clusters Score -1.80155e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -18020728.000000 Penalty: 3852.880859
	Iteration 6F: 3 clusters Score -1.802073e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -18026998.000000 Penalty: 3852.880859
	Iteration 7F: 3 clusters Score -1.8027e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -18032926.000000 Penalty: 3852.880859
	Iteration 8F: 3 clusters Score -1.803293e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -18036274.000000 Penalty: 3852.880859
	Iteration 9Q: 3 clusters Score -1.803627e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -18037598.000000 Penalty: 3852.880859
	Iteration 10Q: 3 clusters Score -1.80376e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -18038142.000000 Penalty: 3852.880859
	Iteration 11Q: 3 clusters Score -1.803814e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -18038462.000000 Penalty: 3852.880859
	Iteration 12Q: 3 clusters Score -1.803846e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 107365 members 
Entering Unmasked Estep 
Score: -18038764.000000 Penalty: 3852.880859
	Iteration 13Q: 3 clusters Score -1.803876e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 108689 members 
Entering Unmasked Estep 
Score: -18039064.000000 Penalty: 3852.880859
	Iteration 14Q: 3 clusters Score -1.803906e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -18039410.000000 Penalty: 3852.880859
	Iteration 15Q: 3 clusters Score -1.803941e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 111403 members 
Entering Unmasked Estep 
Score: -18039578.000000 Penalty: 3852.880859
	Iteration 16Q: 3 clusters Score -1.803958e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 112796 members 
Entering Unmasked Estep 
Score: -18039784.000000 Penalty: 3852.880859
	Iteration 17Q: 3 clusters Score -1.803978e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 114194 members 
Entering Unmasked Estep 
Score: -18039928.000000 Penalty: 3852.880859
	Iteration 18Q: 3 clusters Score -1.803993e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 115648 members 
Entering Unmasked Estep 
Score: -18040048.000000 Penalty: 3852.880859
	Iteration 19Q: 3 clusters Score -1.804005e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 117091 members 
Entering Unmasked Estep 
Score: -18040006.000000 Penalty: 3852.880859
	Iteration 20F: 3 clusters Score -1.804001e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 118569 members 
Entering Unmasked Estep 
Score: -18040116.000000 Penalty: 3852.880859
	Iteration 21Q: 3 clusters Score -1.804012e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 120059 members 
Entering Unmasked Estep 
Score: -18040262.000000 Penalty: 3852.880859
	Iteration 22Q: 3 clusters Score -1.804026e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 121553 members 
Entering Unmasked Estep 
Score: -18040352.000000 Penalty: 3852.880859
	Iteration 23Q: 3 clusters Score -1.804035e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 122992 members 
Entering Unmasked Estep 
Score: -18040376.000000 Penalty: 3852.880859
	Iteration 24Q: 3 clusters Score -1.804038e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 124365 members 
Entering Unmasked Estep 
Score: -18040460.000000 Penalty: 3852.880859
	Iteration 25Q: 3 clusters Score -1.804046e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 125670 members 
Entering Unmasked Estep 
Score: -18040486.000000 Penalty: 3852.880859
	Iteration 26Q: 3 clusters Score -1.804049e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 126940 members 
Entering Unmasked Estep 
Score: -18040484.000000 Penalty: 3852.880859
	Iteration 27Q: 3 clusters Score -1.804048e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -18040498.000000 Penalty: 3852.880859
	Iteration 28Q: 3 clusters Score -1.80405e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 129241 members 
Entering Unmasked Estep 
Score: -18040488.000000 Penalty: 3852.880859
	Iteration 29Q: 3 clusters Score -1.804049e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 130294 members 
Entering Unmasked Estep 
Score: -18040486.000000 Penalty: 3852.880859
	Iteration 30Q: 3 clusters Score -1.804049e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 131319 members 
Entering Unmasked Estep 
Score: -18040468.000000 Penalty: 3852.880859
	Iteration 31Q: 3 clusters Score -1.804047e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 132277 members 
Entering Unmasked Estep 
Score: -18040436.000000 Penalty: 3852.880859
	Iteration 32Q: 3 clusters Score -1.804044e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -18040386.000000 Penalty: 3852.880859
	Iteration 33Q: 3 clusters Score -1.804039e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 134123 members 
Entering Unmasked Estep 
Score: -18040352.000000 Penalty: 3852.880859
	Iteration 34Q: 3 clusters Score -1.804035e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -18040436.000000 Penalty: 3852.880859
	Iteration 35Q: 3 clusters Score -1.804044e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 135645 members 
Entering Unmasked Estep 
Score: -18040430.000000 Penalty: 3852.880859
	Iteration 36Q: 3 clusters Score -1.804043e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 136300 members 
Entering Unmasked Estep 
Score: -18040418.000000 Penalty: 3852.880859
	Iteration 37Q: 3 clusters Score -1.804042e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 136873 members 
Entering Unmasked Estep 
Score: -18040426.000000 Penalty: 3852.880859
	Iteration 38Q: 3 clusters Score -1.804043e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 137365 members 
Entering Unmasked Estep 
Score: -18040490.000000 Penalty: 3852.880859
	Iteration 39Q: 3 clusters Score -1.804049e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 137793 members 
Entering Unmasked Estep 
Score: -18040436.000000 Penalty: 3852.880859
	Iteration 40F: 3 clusters Score -1.804044e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 138153 members 
Entering Unmasked Estep 
Score: -18040476.000000 Penalty: 3852.880859
	Iteration 41Q: 3 clusters Score -1.804048e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 138453 members 
Entering Unmasked Estep 
Score: -18040456.000000 Penalty: 3852.880859
	Iteration 42Q: 3 clusters Score -1.804046e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 138728 members 
Entering Unmasked Estep 
Score: -18040496.000000 Penalty: 3852.880859
	Iteration 43Q: 3 clusters Score -1.80405e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 138983 members 
Entering Unmasked Estep 
Score: -18040474.000000 Penalty: 3852.880859
	Iteration 44Q: 3 clusters Score -1.804047e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 139175 members 
Entering Unmasked Estep 
Score: -18040474.000000 Penalty: 3852.880859
	Iteration 45Q: 3 clusters Score -1.804047e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 139344 members 
Entering Unmasked Estep 
Score: -18040458.000000 Penalty: 3852.880859
	Iteration 46Q: 3 clusters Score -1.804046e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 139478 members 
Entering Unmasked Estep 
Score: -18040472.000000 Penalty: 3852.880859
	Iteration 47Q: 3 clusters Score -1.804047e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 139585 members 
Entering Unmasked Estep 
Score: -18040476.000000 Penalty: 3852.880859
	Iteration 48Q: 3 clusters Score -1.804048e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 139667 members 
Entering Unmasked Estep 
Score: -18040488.000000 Penalty: 3852.880859
	Iteration 49Q: 3 clusters Score -1.804049e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 139727 members 
Entering Unmasked Estep 
Score: -18040512.000000 Penalty: 3852.880859
	Iteration 50Q: 3 clusters Score -1.804051e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 139784 members 
Entering Unmasked Estep 
Score: -18040494.000000 Penalty: 3852.880859
	Iteration 51Q: 3 clusters Score -1.804049e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -18040508.000000 Penalty: 3852.880859
	Iteration 52Q: 3 clusters Score -1.804051e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 139867 members 
Entering Unmasked Estep 
Score: -18040540.000000 Penalty: 3852.880859
	Iteration 53Q: 3 clusters Score -1.804054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 139899 members 
Entering Unmasked Estep 
Score: -18040536.000000 Penalty: 3852.880859
	Iteration 54Q: 3 clusters Score -1.804054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 139919 members 
Entering Unmasked Estep 
Score: -18040538.000000 Penalty: 3852.880859
	Iteration 55Q: 3 clusters Score -1.804054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 139936 members 
Entering Unmasked Estep 
Score: -18040536.000000 Penalty: 3852.880859
	Iteration 56Q: 3 clusters Score -1.804054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 139952 members 
Entering Unmasked Estep 
Score: -18040522.000000 Penalty: 3852.880859
	Iteration 57Q: 3 clusters Score -1.804052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 139958 members 
Entering Unmasked Estep 
Score: -18040542.000000 Penalty: 3852.880859
	Iteration 58Q: 3 clusters Score -1.804054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 139963 members 
Entering Unmasked Estep 
Score: -18040536.000000 Penalty: 3852.880859
	Iteration 59Q: 3 clusters Score -1.804054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 139972 members 
Entering Unmasked Estep 
Score: -18040524.000000 Penalty: 3852.880859
	Iteration 60F: 3 clusters Score -1.804052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 139979 members 
Entering Unmasked Estep 
Score: -18040526.000000 Penalty: 3852.880859
	Iteration 61Q: 3 clusters Score -1.804053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 139986 members 
Entering Unmasked Estep 
Score: -18040526.000000 Penalty: 3852.880859
	Iteration 62Q: 3 clusters Score -1.804053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 139995 members 
Entering Unmasked Estep 
Score: -18040524.000000 Penalty: 3852.880859
	Iteration 63Q: 3 clusters Score -1.804052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 140003 members 
Entering Unmasked Estep 
Score: -18040514.000000 Penalty: 3852.880859
	Iteration 64Q: 3 clusters Score -1.804051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 140009 members 
Entering Unmasked Estep 
Score: -18040492.000000 Penalty: 3852.880859
	Iteration 65Q: 3 clusters Score -1.804049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 140013 members 
Entering Unmasked Estep 
Score: -18040494.000000 Penalty: 3852.880859
	Iteration 66Q: 3 clusters Score -1.804049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 140018 members 
Entering Unmasked Estep 
Score: -18040502.000000 Penalty: 3852.880859
	Iteration 67Q: 3 clusters Score -1.80405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 140025 members 
Entering Unmasked Estep 
Score: -18040506.000000 Penalty: 3852.880859
	Iteration 68Q: 3 clusters Score -1.804051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 140026 members 
Entering Unmasked Estep 
Score: -18040498.000000 Penalty: 3852.880859
	Iteration 69Q: 3 clusters Score -1.80405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 140035 members 
Entering Unmasked Estep 
Score: -18040492.000000 Penalty: 3852.880859
	Iteration 70Q: 3 clusters Score -1.804049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 140043 members 
Entering Unmasked Estep 
Score: -18040492.000000 Penalty: 3852.880859
	Iteration 71Q: 3 clusters Score -1.804049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 140046 members 
Entering Unmasked Estep 
Score: -18040510.000000 Penalty: 3852.880859
	Iteration 72Q: 3 clusters Score -1.804051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 140047 members 
Entering Unmasked Estep 
Score: -18040510.000000 Penalty: 3852.880859
	Iteration 73Q: 3 clusters Score -1.804051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 140048 members 
Entering Unmasked Estep 
Score: -18040508.000000 Penalty: 3852.880859
	Iteration 74Q: 3 clusters Score -1.804051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 140049 members 
Entering Unmasked Estep 
Score: -18040512.000000 Penalty: 3852.880859
	Iteration 75Q: 3 clusters Score -1.804051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 140050 members 
Entering Unmasked Estep 
Score: -18040500.000000 Penalty: 3852.880859
	Iteration 76Q: 3 clusters Score -1.80405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 140051 members 
Entering Unmasked Estep 
Score: -18040508.000000 Penalty: 3852.880859
	Iteration 77Q: 3 clusters Score -1.804051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 140052 members 
Entering Unmasked Estep 
Score: -18040492.000000 Penalty: 3852.880859
	Iteration 78Q: 3 clusters Score -1.804049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 140053 members 
Entering Unmasked Estep 
Score: -18040496.000000 Penalty: 3852.880859
	Iteration 79Q: 3 clusters Score -1.80405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 140055 members 
Entering Unmasked Estep 
Score: -18040494.000000 Penalty: 3852.880859
	Iteration 80F: 3 clusters Score -1.804049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -793871.875000 Penalty: 1415.663086
	Iteration 0F: 2 clusters Score -793871.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -789138.687500 Penalty: 2831.326172
	Iteration 0F: 3 clusters Score -789138.7 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -790432.937500 Penalty: 2831.326172
	Iteration 1F: 3 clusters Score -790432.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -790641.187500 Penalty: 2831.326172
	Iteration 2F: 3 clusters Score -790641.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -790773.625000 Penalty: 2831.326172
	Iteration 3F: 3 clusters Score -790773.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -790875.312500 Penalty: 2831.326172
	Iteration 4Q: 3 clusters Score -790875.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -790948.000000 Penalty: 2831.326172
	Iteration 5Q: 3 clusters Score -790948 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -791007.437500 Penalty: 2831.326172
	Iteration 6Q: 3 clusters Score -791007.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -791064.312500 Penalty: 2831.326172
	Iteration 7Q: 3 clusters Score -791064.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -791130.062500 Penalty: 2831.326172
	Iteration 8Q: 3 clusters Score -791130.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -791194.812500 Penalty: 2831.326172
	Iteration 9Q: 3 clusters Score -791194.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -791269.312500 Penalty: 2831.326172
	Iteration 10Q: 3 clusters Score -791269.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -791349.062500 Penalty: 2831.326172
	Iteration 11Q: 3 clusters Score -791349.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -791468.812500 Penalty: 2831.326172
	Iteration 12Q: 3 clusters Score -791468.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -791606.625000 Penalty: 2831.326172
	Iteration 13Q: 3 clusters Score -791606.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -791760.187500 Penalty: 2831.326172
	Iteration 14Q: 3 clusters Score -791760.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -791926.812500 Penalty: 2831.326172
	Iteration 15Q: 3 clusters Score -791926.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -792073.125000 Penalty: 2831.326172
	Iteration 16Q: 3 clusters Score -792073.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -792201.187500 Penalty: 2831.326172
	Iteration 17Q: 3 clusters Score -792201.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -792316.375000 Penalty: 2831.326172
	Iteration 18Q: 3 clusters Score -792316.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -792408.625000 Penalty: 2831.326172
	Iteration 19Q: 3 clusters Score -792408.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -792477.625000 Penalty: 2831.326172
	Iteration 20F: 3 clusters Score -792477.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -792521.625000 Penalty: 2831.326172
	Iteration 21Q: 3 clusters Score -792521.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -792542.437500 Penalty: 2831.326172
	Iteration 22Q: 3 clusters Score -792542.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -792568.562500 Penalty: 2831.326172
	Iteration 23Q: 3 clusters Score -792568.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -792591.437500 Penalty: 2831.326172
	Iteration 24Q: 3 clusters Score -792591.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -792609.875000 Penalty: 2831.326172
	Iteration 25Q: 3 clusters Score -792609.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -792626.062500 Penalty: 2831.326172
	Iteration 26Q: 3 clusters Score -792626.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -792633.562500 Penalty: 2831.326172
	Iteration 27Q: 3 clusters Score -792633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -792639.000000 Penalty: 2831.326172
	Iteration 28Q: 3 clusters Score -792639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -792641.875000 Penalty: 2831.326172
	Iteration 29Q: 3 clusters Score -792641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -792642.437500 Penalty: 2831.326172
	Iteration 30Q: 3 clusters Score -792642.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -792642.437500 Penalty: 2831.326172
	Iteration 31F: 3 clusters Score -792642.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -31308.574219 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -31308.57 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 157 members 
Entering Unmasked Estep 
Score: -30488.005859 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -30488.01 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30686.892578 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -30686.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30752.804688 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -30752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30782.853516 Penalty: 1850.463013
	Iteration 3Q: 3 clusters Score -30782.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30812.935547 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -30812.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30871.113281 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -30871.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30906.173828 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -30906.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30914.863281 Penalty: 1850.463013
	Iteration 7Q: 3 clusters Score -30914.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30922.302734 Penalty: 1850.463013
	Iteration 8Q: 3 clusters Score -30922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30932.724609 Penalty: 1850.463013
	Iteration 9Q: 3 clusters Score -30932.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30975.156250 Penalty: 1850.463013
	Iteration 10Q: 3 clusters Score -30975.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30979.044922 Penalty: 1850.463013
	Iteration 11Q: 3 clusters Score -30979.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30979.044922 Penalty: 1850.463013
	Iteration 12F: 3 clusters Score -30979.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 17100 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 96552 members 
Mstep: Class 12 contains 111454 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 15124 members 
Mstep: Class 17 contains 175 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 15883 members 
Mstep: Class 22 contains 140789 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69463224.000000 Penalty: 45115.199219
Iteration 39Q: 22 clusters Score -6.946322e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 17209 members 
Mstep: Class 4 contains 156 members 
Mstep: Class 5 contains 3911 members 
Mstep: Class 6 contains 2877 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 90765 members 
Mstep: Class 9 contains 323 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 96864 members 
Mstep: Class 12 contains 111822 members 
Mstep: Class 13 contains 21990 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 16 contains 16462 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 16030 members 
Mstep: Class 22 contains 139780 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69467096.000000 Penalty: 45115.199219
Iteration 40F: 22 clusters Score -6.94671e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 167 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 2889 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 92994 members 
Mstep: Class 9 contains 323 members 
Mstep: Class 10 contains 2641 members 
Mstep: Class 11 contains 96603 members 
Mstep: Class 12 contains 110915 members 
Mstep: Class 13 contains 21594 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 16 contains 17632 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 15948 members 
Mstep: Class 22 contains 136961 members 
Mstep: Class 23 contains 6990 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69471024.000000 Penalty: 45115.199219
Iteration 41Q: 22 clusters Score -6.947102e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 17062 members 
Mstep: Class 4 contains 159 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 2893 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 94934 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 96286 members 
Mstep: Class 12 contains 110073 members 
Mstep: Class 13 contains 21197 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 18695 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 15915 members 
Mstep: Class 22 contains 134693 members 
Mstep: Class 23 contains 7526 members 
Mstep: Class 24 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69473592.000000 Penalty: 45115.199219
Iteration 42Q: 22 clusters Score -6.947359e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 17001 members 
Mstep: Class 4 contains 159 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 2913 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 96654 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 96000 members 
Mstep: Class 12 contains 109233 members 
Mstep: Class 13 contains 20813 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 19651 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 15875 members 
Mstep: Class 22 contains 132784 members 
Mstep: Class 23 contains 8080 members 
Mstep: Class 24 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69475520.000000 Penalty: 45115.199219
Iteration 43Q: 22 clusters Score -6.947552e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 16957 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3760 members 
Mstep: Class 6 contains 2944 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 98258 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 2579 members 
Mstep: Class 11 contains 95747 members 
Mstep: Class 12 contains 108482 members 
Mstep: Class 13 contains 20433 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 20468 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 15845 members 
Mstep: Class 22 contains 131050 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69477416.000000 Penalty: 45115.199219
Iteration 44Q: 22 clusters Score -6.947742e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 883 members 
Mstep: Class 3 contains 16948 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 99437 members 
Mstep: Class 9 contains 330 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 95533 members 
Mstep: Class 12 contains 107863 members 
Mstep: Class 13 contains 20070 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 21182 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 275 members 
Mstep: Class 21 contains 15811 members 
Mstep: Class 22 contains 129613 members 
Mstep: Class 23 contains 9275 members 
Mstep: Class 24 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69478896.000000 Penalty: 45115.199219
Iteration 45Q: 22 clusters Score -6.94789e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 878 members 
Mstep: Class 3 contains 16968 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 100404 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 95300 members 
Mstep: Class 12 contains 107352 members 
Mstep: Class 13 contains 19709 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 21798 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 15792 members 
Mstep: Class 22 contains 128344 members 
Mstep: Class 23 contains 9899 members 
Mstep: Class 24 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69479944.000000 Penalty: 45115.199219
Iteration 46Q: 22 clusters Score -6.947994e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 16988 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 2159 members 
Mstep: Class 8 contains 101265 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 95069 members 
Mstep: Class 12 contains 106947 members 
Mstep: Class 13 contains 19394 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 22331 members 
Mstep: Class 17 contains 214 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 15806 members 
Mstep: Class 22 contains 127152 members 
Mstep: Class 23 contains 10489 members 
Mstep: Class 24 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69480896.000000 Penalty: 45115.199219
Iteration 47Q: 22 clusters Score -6.94809e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 17010 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 3059 members 
Mstep: Class 7 contains 2215 members 
Mstep: Class 8 contains 101900 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 94874 members 
Mstep: Class 12 contains 106646 members 
Mstep: Class 13 contains 19081 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 22806 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 15842 members 
Mstep: Class 22 contains 126132 members 
Mstep: Class 23 contains 11044 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69481752.000000 Penalty: 45115.199219
Iteration 48Q: 22 clusters Score -6.948175e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 17050 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 102436 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 94667 members 
Mstep: Class 12 contains 106320 members 
Mstep: Class 13 contains 18797 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 23276 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 125144 members 
Mstep: Class 23 contains 11626 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69483120.000000 Penalty: 45115.199219
Iteration 49Q: 22 clusters Score -6.948312e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3619 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 8 contains 102853 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2663 members 
Mstep: Class 11 contains 94513 members 
Mstep: Class 12 contains 106054 members 
Mstep: Class 13 contains 18535 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 23671 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 15995 members 
Mstep: Class 22 contains 124236 members 
Mstep: Class 23 contains 12221 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69484400.000000 Penalty: 45115.199219
Iteration 50Q: 22 clusters Score -6.94844e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 2388 members 
Mstep: Class 8 contains 103326 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2667 members 
Mstep: Class 11 contains 94420 members 
Mstep: Class 12 contains 105819 members 
Mstep: Class 13 contains 18298 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 24001 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 16069 members 
Mstep: Class 22 contains 123173 members 
Mstep: Class 23 contains 12819 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69485320.000000 Penalty: 45115.199219
Iteration 51Q: 22 clusters Score -6.948532e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 875 members 
Mstep: Class 3 contains 17230 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 2440 members 
Mstep: Class 8 contains 103689 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 94318 members 
Mstep: Class 12 contains 105667 members 
Mstep: Class 13 contains 18063 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 16139 members 
Mstep: Class 22 contains 122230 members 
Mstep: Class 23 contains 13395 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69486104.000000 Penalty: 45115.199219
Iteration 52Q: 22 clusters Score -6.94861e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 874 members 
Mstep: Class 3 contains 17271 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 104046 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2707 members 
Mstep: Class 11 contains 94230 members 
Mstep: Class 12 contains 105458 members 
Mstep: Class 13 contains 17849 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 24554 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 16201 members 
Mstep: Class 22 contains 121372 members 
Mstep: Class 23 contains 13927 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69487272.000000 Penalty: 45115.199219
Iteration 53Q: 22 clusters Score -6.948727e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 17305 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 104190 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2728 members 
Mstep: Class 11 contains 94177 members 
Mstep: Class 12 contains 105278 members 
Mstep: Class 13 contains 17662 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 24786 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 16259 members 
Mstep: Class 22 contains 120691 members 
Mstep: Class 23 contains 14429 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69488072.000000 Penalty: 45115.199219
Iteration 54Q: 22 clusters Score -6.948807e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 875 members 
Mstep: Class 3 contains 17343 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 104350 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 2768 members 
Mstep: Class 11 contains 94140 members 
Mstep: Class 12 contains 105063 members 
Mstep: Class 13 contains 17491 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 25016 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 16317 members 
Mstep: Class 22 contains 119993 members 
Mstep: Class 23 contains 14909 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69488448.000000 Penalty: 45115.199219
Iteration 55Q: 22 clusters Score -6.948845e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 17400 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 3106 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 104416 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 94105 members 
Mstep: Class 12 contains 104895 members 
Mstep: Class 13 contains 17330 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 16398 members 
Mstep: Class 22 contains 119412 members 
Mstep: Class 23 contains 15350 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69488976.000000 Penalty: 45115.199219
Iteration 56Q: 22 clusters Score -6.948898e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 3107 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 104491 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 94092 members 
Mstep: Class 12 contains 104697 members 
Mstep: Class 13 contains 17178 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 25377 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 118903 members 
Mstep: Class 23 contains 15785 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69489480.000000 Penalty: 45115.199219
Iteration 57Q: 22 clusters Score -6.948948e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 17503 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 3118 members 
Mstep: Class 7 contains 2755 members 
Mstep: Class 8 contains 104560 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 94033 members 
Mstep: Class 12 contains 104446 members 
Mstep: Class 13 contains 17023 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 25562 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 16579 members 
Mstep: Class 22 contains 118493 members 
Mstep: Class 23 contains 16212 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69489992.000000 Penalty: 45115.199219
Iteration 58Q: 22 clusters Score -6.948999e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 17562 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 3119 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 104654 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 93977 members 
Mstep: Class 12 contains 104252 members 
Mstep: Class 13 contains 16891 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 25743 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 16667 members 
Mstep: Class 22 contains 118026 members 
Mstep: Class 23 contains 16601 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69490448.000000 Penalty: 45115.199219
Iteration 59Q: 22 clusters Score -6.949045e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 868 members 
Mstep: Class 3 contains 17604 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 2864 members 
Mstep: Class 8 contains 104755 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 93905 members 
Mstep: Class 12 contains 104064 members 
Mstep: Class 13 contains 16793 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 25896 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 16775 members 
Mstep: Class 22 contains 117572 members 
Mstep: Class 23 contains 16923 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69491032.000000 Penalty: 45115.199219
Iteration 60F: 22 clusters Score -6.949103e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 865 members 
Mstep: Class 3 contains 17644 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 8 contains 104755 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2841 members 
Mstep: Class 11 contains 93835 members 
Mstep: Class 12 contains 103947 members 
Mstep: Class 13 contains 16692 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 16 contains 26036 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 16861 members 
Mstep: Class 22 contains 117082 members 
Mstep: Class 23 contains 17430 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69491688.000000 Penalty: 45115.199219
Iteration 61Q: 22 clusters Score -6.949169e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 863 members 
Mstep: Class 3 contains 17696 members 
Mstep: Class 4 contains 180 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 2971 members 
Mstep: Class 8 contains 104716 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 2853 members 
Mstep: Class 11 contains 93752 members 
Mstep: Class 12 contains 103831 members 
Mstep: Class 13 contains 16583 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 16 contains 26156 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 16937 members 
Mstep: Class 22 contains 116650 members 
Mstep: Class 23 contains 17937 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69492272.000000 Penalty: 45115.199219
Iteration 62Q: 22 clusters Score -6.949227e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 861 members 
Mstep: Class 3 contains 17738 members 
Mstep: Class 4 contains 182 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 3024 members 
Mstep: Class 8 contains 104660 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 2874 members 
Mstep: Class 11 contains 93669 members 
Mstep: Class 12 contains 103739 members 
Mstep: Class 13 contains 16483 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 16 contains 26249 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 17002 members 
Mstep: Class 22 contains 116225 members 
Mstep: Class 23 contains 18481 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69492984.000000 Penalty: 45115.199219
Iteration 63Q: 22 clusters Score -6.949298e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 859 members 
Mstep: Class 3 contains 17777 members 
Mstep: Class 4 contains 182 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 8 contains 104613 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 2902 members 
Mstep: Class 11 contains 93560 members 
Mstep: Class 12 contains 103567 members 
Mstep: Class 13 contains 16387 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 16 contains 26350 members 
Mstep: Class 17 contains 214 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 17064 members 
Mstep: Class 22 contains 115873 members 
Mstep: Class 23 contains 19036 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69493176.000000 Penalty: 45115.199219
Iteration 64Q: 22 clusters Score -6.949318e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 857 members 
Mstep: Class 3 contains 17815 members 
Mstep: Class 4 contains 182 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 3122 members 
Mstep: Class 8 contains 104543 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 2912 members 
Mstep: Class 11 contains 93443 members 
Mstep: Class 12 contains 103414 members 
Mstep: Class 13 contains 16306 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 16 contains 26450 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 17132 members 
Mstep: Class 22 contains 115576 members 
Mstep: Class 23 contains 19553 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69493760.000000 Penalty: 45115.199219
Iteration 65Q: 22 clusters Score -6.949376e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 854 members 
Mstep: Class 3 contains 17842 members 
Mstep: Class 4 contains 181 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 104458 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 93323 members 
Mstep: Class 12 contains 103271 members 
Mstep: Class 13 contains 16233 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 16 contains 26554 members 
Mstep: Class 17 contains 214 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 17185 members 
Mstep: Class 22 contains 115359 members 
Mstep: Class 23 contains 20020 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69494280.000000 Penalty: 45115.199219
Iteration 66Q: 22 clusters Score -6.949428e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 17858 members 
Mstep: Class 4 contains 178 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 104402 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 93195 members 
Mstep: Class 12 contains 103098 members 
Mstep: Class 13 contains 16157 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 16 contains 26629 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17227 members 
Mstep: Class 22 contains 115201 members 
Mstep: Class 23 contains 20480 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69494792.000000 Penalty: 45115.199219
Iteration 67Q: 22 clusters Score -6.949479e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 17862 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 104364 members 
Mstep: Class 9 contains 330 members 
Mstep: Class 10 contains 2950 members 
Mstep: Class 11 contains 93097 members 
Mstep: Class 12 contains 102932 members 
Mstep: Class 13 contains 16090 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 16 contains 26701 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17288 members 
Mstep: Class 22 contains 114994 members 
Mstep: Class 23 contains 20949 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69495160.000000 Penalty: 45115.199219
Iteration 68Q: 22 clusters Score -6.949516e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 856 members 
Mstep: Class 3 contains 17865 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 104341 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 93020 members 
Mstep: Class 12 contains 102757 members 
Mstep: Class 13 contains 16021 members 
Mstep: Class 14 contains 254 members 
Mstep: Class 16 contains 26785 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17342 members 
Mstep: Class 22 contains 114798 members 
Mstep: Class 23 contains 21400 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69495680.000000 Penalty: 45115.199219
Iteration 69Q: 22 clusters Score -6.949568e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 17861 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 3197 members 
Mstep: Class 7 contains 3268 members 
Mstep: Class 8 contains 104282 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 92910 members 
Mstep: Class 12 contains 102617 members 
Mstep: Class 13 contains 15971 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 16 contains 26878 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17387 members 
Mstep: Class 22 contains 114620 members 
Mstep: Class 23 contains 21840 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69495936.000000 Penalty: 45115.199219
Iteration 70Q: 22 clusters Score -6.949594e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 854 members 
Mstep: Class 3 contains 17860 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 3199 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 104213 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 2950 members 
Mstep: Class 11 contains 92804 members 
Mstep: Class 12 contains 102485 members 
Mstep: Class 13 contains 15919 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 16 contains 26937 members 
Mstep: Class 17 contains 214 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17459 members 
Mstep: Class 22 contains 114452 members 
Mstep: Class 23 contains 22293 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69496024.000000 Penalty: 45115.199219
Iteration 71Q: 22 clusters Score -6.949602e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 854 members 
Mstep: Class 3 contains 17864 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 3199 members 
Mstep: Class 7 contains 3293 members 
Mstep: Class 8 contains 104155 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 2932 members 
Mstep: Class 11 contains 92716 members 
Mstep: Class 12 contains 102362 members 
Mstep: Class 13 contains 15880 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 27011 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17531 members 
Mstep: Class 22 contains 114272 members 
Mstep: Class 23 contains 22689 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69496320.000000 Penalty: 45115.199219
Iteration 72Q: 22 clusters Score -6.949632e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 17863 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 104147 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2915 members 
Mstep: Class 11 contains 92617 members 
Mstep: Class 12 contains 102208 members 
Mstep: Class 13 contains 15844 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 16 contains 27066 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17601 members 
Mstep: Class 22 contains 114133 members 
Mstep: Class 23 contains 23063 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69496624.000000 Penalty: 45115.199219
Iteration 73Q: 22 clusters Score -6.949662e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 17857 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 104169 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 92509 members 
Mstep: Class 12 contains 102063 members 
Mstep: Class 13 contains 15806 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 27122 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17670 members 
Mstep: Class 22 contains 113984 members 
Mstep: Class 23 contains 23410 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69496792.000000 Penalty: 45115.199219
Iteration 74Q: 22 clusters Score -6.949679e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 17853 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 104239 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 92373 members 
Mstep: Class 12 contains 101903 members 
Mstep: Class 13 contains 15754 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 27173 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17733 members 
Mstep: Class 22 contains 113863 members 
Mstep: Class 23 contains 23767 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69496840.000000 Penalty: 45115.199219
Iteration 75Q: 22 clusters Score -6.949684e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 17853 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 104307 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2840 members 
Mstep: Class 11 contains 92249 members 
Mstep: Class 12 contains 101743 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 27208 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17801 members 
Mstep: Class 22 contains 113782 members 
Mstep: Class 23 contains 24092 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69496976.000000 Penalty: 45115.199219
Iteration 76Q: 22 clusters Score -6.949698e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 17851 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 3303 members 
Mstep: Class 8 contains 104391 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 92129 members 
Mstep: Class 12 contains 101564 members 
Mstep: Class 13 contains 15677 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 27245 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17861 members 
Mstep: Class 22 contains 113724 members 
Mstep: Class 23 contains 24375 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69497256.000000 Penalty: 45115.199219
Iteration 77Q: 22 clusters Score -6.949726e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 17844 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 104459 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 91998 members 
Mstep: Class 12 contains 101422 members 
Mstep: Class 13 contains 15640 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 27284 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17922 members 
Mstep: Class 22 contains 113667 members 
Mstep: Class 23 contains 24640 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69497368.000000 Penalty: 45115.199219
Iteration 78Q: 22 clusters Score -6.949737e+07 nChanged 1455
Entering ConstructFrom: 
Score: -69497368.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (21264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Entering Unmasked Estep 
Score: -2687659.250000 Penalty: 1619.275391
	Iteration 0F: 2 clusters Score -2687659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2673181.750000 Penalty: 3238.550781
	Iteration 0F: 3 clusters Score -2673182 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2678405.000000 Penalty: 3238.550781
	Iteration 1F: 3 clusters Score -2678405 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2678771.000000 Penalty: 3238.550781
	Iteration 2Q: 3 clusters Score -2678771 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2679192.250000 Penalty: 3238.550781
	Iteration 3Q: 3 clusters Score -2679192 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2679678.750000 Penalty: 3238.550781
	Iteration 4F: 3 clusters Score -2679679 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2680305.500000 Penalty: 3238.550781
	Iteration 5F: 3 clusters Score -2680306 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2681180.000000 Penalty: 3238.550781
	Iteration 6F: 3 clusters Score -2681180 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2682364.750000 Penalty: 3238.550781
	Iteration 7F: 3 clusters Score -2682365 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2683804.750000 Penalty: 3238.550781
	Iteration 8F: 3 clusters Score -2683805 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2684966.500000 Penalty: 3238.550781
	Iteration 9F: 3 clusters Score -2684966 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2685689.500000 Penalty: 3238.550781
	Iteration 10Q: 3 clusters Score -2685690 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2685976.500000 Penalty: 3238.550781
	Iteration 11Q: 3 clusters Score -2685976 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2686113.250000 Penalty: 3238.550781
	Iteration 12Q: 3 clusters Score -2686113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2686181.000000 Penalty: 3238.550781
	Iteration 13Q: 3 clusters Score -2686181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2686221.250000 Penalty: 3238.550781
	Iteration 14Q: 3 clusters Score -2686221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2686236.750000 Penalty: 3238.550781
	Iteration 15Q: 3 clusters Score -2686237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2686251.250000 Penalty: 3238.550781
	Iteration 16Q: 3 clusters Score -2686251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2686260.500000 Penalty: 3238.550781
	Iteration 17Q: 3 clusters Score -2686260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2686271.000000 Penalty: 3238.550781
	Iteration 18Q: 3 clusters Score -2686271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2686286.250000 Penalty: 3238.550781
	Iteration 19Q: 3 clusters Score -2686286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2686293.000000 Penalty: 3238.550781
	Iteration 20F: 3 clusters Score -2686293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2686297.000000 Penalty: 3238.550781
	Iteration 21Q: 3 clusters Score -2686297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2686300.000000 Penalty: 3238.550781
	Iteration 22Q: 3 clusters Score -2686300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2686300.000000 Penalty: 3238.550781
	Iteration 23F: 3 clusters Score -2686300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -99155.617188 Penalty: 1096.673462
	Iteration 0F: 2 clusters Score -99155.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97830.218750 Penalty: 2193.346924
	Iteration 0F: 3 clusters Score -97830.22 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98058.765625 Penalty: 2193.346924
	Iteration 1F: 3 clusters Score -98058.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98124.781250 Penalty: 2193.346924
	Iteration 2F: 3 clusters Score -98124.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98169.507812 Penalty: 2193.346924
	Iteration 3Q: 3 clusters Score -98169.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98179.835938 Penalty: 2193.346924
	Iteration 4Q: 3 clusters Score -98179.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98181.445312 Penalty: 2193.346924
	Iteration 5Q: 3 clusters Score -98181.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -98182.757812 Penalty: 2193.346924
	Iteration 6Q: 3 clusters Score -98182.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98183.437500 Penalty: 2193.346924
	Iteration 7Q: 3 clusters Score -98183.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98183.437500 Penalty: 2193.346924
	Iteration 8F: 3 clusters Score -98183.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Entering Unmasked Estep 
Score: -2312302.500000 Penalty: 1590.772095
	Iteration 0F: 2 clusters Score -2312302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2300063.000000 Penalty: 3181.544189
	Iteration 0F: 3 clusters Score -2300063 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2304380.000000 Penalty: 3181.544189
	Iteration 1F: 3 clusters Score -2304380 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2304711.500000 Penalty: 3181.544189
	Iteration 2Q: 3 clusters Score -2304712 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2305019.000000 Penalty: 3181.544189
	Iteration 3Q: 3 clusters Score -2305019 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2305313.000000 Penalty: 3181.544189
	Iteration 4Q: 3 clusters Score -2305313 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2305679.000000 Penalty: 3181.544189
	Iteration 5Q: 3 clusters Score -2305679 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2306170.000000 Penalty: 3181.544189
	Iteration 6F: 3 clusters Score -2306170 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2306940.750000 Penalty: 3181.544189
	Iteration 7F: 3 clusters Score -2306941 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2307929.000000 Penalty: 3181.544189
	Iteration 8F: 3 clusters Score -2307929 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2308942.500000 Penalty: 3181.544189
	Iteration 9F: 3 clusters Score -2308942 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2309722.250000 Penalty: 3181.544189
	Iteration 10F: 3 clusters Score -2309722 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2310186.500000 Penalty: 3181.544189
	Iteration 11Q: 3 clusters Score -2310186 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2310484.250000 Penalty: 3181.544189
	Iteration 12Q: 3 clusters Score -2310484 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2310680.250000 Penalty: 3181.544189
	Iteration 13Q: 3 clusters Score -2310680 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2310826.250000 Penalty: 3181.544189
	Iteration 14Q: 3 clusters Score -2310826 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2310949.500000 Penalty: 3181.544189
	Iteration 15Q: 3 clusters Score -2310950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2311006.750000 Penalty: 3181.544189
	Iteration 16Q: 3 clusters Score -2311007 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2311062.250000 Penalty: 3181.544189
	Iteration 17Q: 3 clusters Score -2311062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2311106.500000 Penalty: 3181.544189
	Iteration 18Q: 3 clusters Score -2311106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2311144.000000 Penalty: 3181.544189
	Iteration 19Q: 3 clusters Score -2311144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2311156.000000 Penalty: 3181.544189
	Iteration 20F: 3 clusters Score -2311156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2311176.500000 Penalty: 3181.544189
	Iteration 21Q: 3 clusters Score -2311176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2311194.000000 Penalty: 3181.544189
	Iteration 22Q: 3 clusters Score -2311194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2311214.500000 Penalty: 3181.544189
	Iteration 23Q: 3 clusters Score -2311214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2311227.500000 Penalty: 3181.544189
	Iteration 24Q: 3 clusters Score -2311228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2311233.250000 Penalty: 3181.544189
	Iteration 25Q: 3 clusters Score -2311233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2311245.250000 Penalty: 3181.544189
	Iteration 26Q: 3 clusters Score -2311245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2311256.750000 Penalty: 3181.544189
	Iteration 27Q: 3 clusters Score -2311257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2311265.250000 Penalty: 3181.544189
	Iteration 28Q: 3 clusters Score -2311265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2311269.250000 Penalty: 3181.544189
	Iteration 29Q: 3 clusters Score -2311269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2311279.250000 Penalty: 3181.544189
	Iteration 30Q: 3 clusters Score -2311279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2311291.500000 Penalty: 3181.544189
	Iteration 31Q: 3 clusters Score -2311292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2311295.000000 Penalty: 3181.544189
	Iteration 32Q: 3 clusters Score -2311295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2311295.750000 Penalty: 3181.544189
	Iteration 33Q: 3 clusters Score -2311296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2311301.750000 Penalty: 3181.544189
	Iteration 34Q: 3 clusters Score -2311302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2311312.500000 Penalty: 3181.544189
	Iteration 35Q: 3 clusters Score -2311312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2311315.250000 Penalty: 3181.544189
	Iteration 36Q: 3 clusters Score -2311315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2311319.250000 Penalty: 3181.544189
	Iteration 37Q: 3 clusters Score -2311319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2311318.250000 Penalty: 3181.544189
	Iteration 38Q: 3 clusters Score -2311318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2311320.750000 Penalty: 3181.544189
	Iteration 39Q: 3 clusters Score -2311321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2311321.000000 Penalty: 3181.544189
	Iteration 40F: 3 clusters Score -2311321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7390.730957 Penalty: 840.203674
	Iteration 0F: 2 clusters Score -7390.731 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 78 members 
Entering Unmasked Estep 
Score: -6831.249512 Penalty: 1680.407349
	Iteration 0F: 3 clusters Score -6831.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6985.886719 Penalty: 1680.407349
	Iteration 1F: 3 clusters Score -6985.887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7010.134766 Penalty: 1680.407349
	Iteration 2Q: 3 clusters Score -7010.135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7034.629883 Penalty: 1680.407349
	Iteration 3Q: 3 clusters Score -7034.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7042.161133 Penalty: 1680.407349
	Iteration 4Q: 3 clusters Score -7042.161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7047.577148 Penalty: 1680.407349
	Iteration 5Q: 3 clusters Score -7047.577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7049.573730 Penalty: 1680.407349
	Iteration 6Q: 3 clusters Score -7049.574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7049.573730 Penalty: 1680.407349
	Iteration 7F: 3 clusters Score -7049.574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -434446.718750 Penalty: 1329.529663
	Iteration 0F: 2 clusters Score -434446.7 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 1810 members 
Entering Unmasked Estep 
Score: -431383.562500 Penalty: 2659.059326
	Iteration 0F: 3 clusters Score -431383.6 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -432164.406250 Penalty: 2659.059326
	Iteration 1F: 3 clusters Score -432164.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -432323.437500 Penalty: 2659.059326
	Iteration 2F: 3 clusters Score -432323.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -432401.281250 Penalty: 2659.059326
	Iteration 3Q: 3 clusters Score -432401.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -432471.656250 Penalty: 2659.059326
	Iteration 4Q: 3 clusters Score -432471.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -432538.843750 Penalty: 2659.059326
	Iteration 5Q: 3 clusters Score -432538.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -432603.906250 Penalty: 2659.059326
	Iteration 6Q: 3 clusters Score -432603.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -432659.437500 Penalty: 2659.059326
	Iteration 7Q: 3 clusters Score -432659.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -432712.125000 Penalty: 2659.059326
	Iteration 8Q: 3 clusters Score -432712.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -432758.781250 Penalty: 2659.059326
	Iteration 9Q: 3 clusters Score -432758.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -432793.031250 Penalty: 2659.059326
	Iteration 10Q: 3 clusters Score -432793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -432823.312500 Penalty: 2659.059326
	Iteration 11Q: 3 clusters Score -432823.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -432855.031250 Penalty: 2659.059326
	Iteration 12Q: 3 clusters Score -432855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -432877.906250 Penalty: 2659.059326
	Iteration 13Q: 3 clusters Score -432877.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -432903.531250 Penalty: 2659.059326
	Iteration 14Q: 3 clusters Score -432903.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -432927.656250 Penalty: 2659.059326
	Iteration 15Q: 3 clusters Score -432927.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432955.281250 Penalty: 2659.059326
	Iteration 16Q: 3 clusters Score -432955.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -432985.437500 Penalty: 2659.059326
	Iteration 17Q: 3 clusters Score -432985.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -433023.406250 Penalty: 2659.059326
	Iteration 18Q: 3 clusters Score -433023.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -433063.062500 Penalty: 2659.059326
	Iteration 19Q: 3 clusters Score -433063.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -433111.312500 Penalty: 2659.059326
	Iteration 20F: 3 clusters Score -433111.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -433153.500000 Penalty: 2659.059326
	Iteration 21Q: 3 clusters Score -433153.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -433191.156250 Penalty: 2659.059326
	Iteration 22Q: 3 clusters Score -433191.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -433218.000000 Penalty: 2659.059326
	Iteration 23Q: 3 clusters Score -433218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -433235.593750 Penalty: 2659.059326
	Iteration 24Q: 3 clusters Score -433235.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -433257.406250 Penalty: 2659.059326
	Iteration 25Q: 3 clusters Score -433257.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -433282.625000 Penalty: 2659.059326
	Iteration 26Q: 3 clusters Score -433282.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -433303.500000 Penalty: 2659.059326
	Iteration 27Q: 3 clusters Score -433303.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -433324.187500 Penalty: 2659.059326
	Iteration 28Q: 3 clusters Score -433324.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -433337.906250 Penalty: 2659.059326
	Iteration 29Q: 3 clusters Score -433337.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -433347.718750 Penalty: 2659.059326
	Iteration 30Q: 3 clusters Score -433347.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -433354.500000 Penalty: 2659.059326
	Iteration 31Q: 3 clusters Score -433354.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -433357.906250 Penalty: 2659.059326
	Iteration 32Q: 3 clusters Score -433357.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -433362.468750 Penalty: 2659.059326
	Iteration 33Q: 3 clusters Score -433362.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -433367.687500 Penalty: 2659.059326
	Iteration 34Q: 3 clusters Score -433367.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -433375.062500 Penalty: 2659.059326
	Iteration 35Q: 3 clusters Score -433375.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -433378.125000 Penalty: 2659.059326
	Iteration 36Q: 3 clusters Score -433378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -433381.218750 Penalty: 2659.059326
	Iteration 37Q: 3 clusters Score -433381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -433382.406250 Penalty: 2659.059326
	Iteration 38Q: 3 clusters Score -433382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -433383.250000 Penalty: 2659.059326
	Iteration 39Q: 3 clusters Score -433383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -433384.062500 Penalty: 2659.059326
	Iteration 40F: 3 clusters Score -433384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -433384.156250 Penalty: 2659.059326
	Iteration 41Q: 3 clusters Score -433384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -433384.843750 Penalty: 2659.059326
	Iteration 42Q: 3 clusters Score -433384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -433384.468750 Penalty: 2659.059326
	Iteration 43Q: 3 clusters Score -433384.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -433386.218750 Penalty: 2659.059326
	Iteration 44Q: 3 clusters Score -433386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -433386.218750 Penalty: 2659.059326
	Iteration 45F: 3 clusters Score -433386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -400548.531250 Penalty: 1312.736328
	Iteration 0F: 2 clusters Score -400548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -397714.406250 Penalty: 2625.472656
	Iteration 0F: 3 clusters Score -397714.4 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -398383.843750 Penalty: 2625.472656
	Iteration 1F: 3 clusters Score -398383.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -398519.906250 Penalty: 2625.472656
	Iteration 2F: 3 clusters Score -398519.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -398600.187500 Penalty: 2625.472656
	Iteration 3Q: 3 clusters Score -398600.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -398661.031250 Penalty: 2625.472656
	Iteration 4Q: 3 clusters Score -398661 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -398702.531250 Penalty: 2625.472656
	Iteration 5Q: 3 clusters Score -398702.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -398743.218750 Penalty: 2625.472656
	Iteration 6Q: 3 clusters Score -398743.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -398774.281250 Penalty: 2625.472656
	Iteration 7Q: 3 clusters Score -398774.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -398801.875000 Penalty: 2625.472656
	Iteration 8Q: 3 clusters Score -398801.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -398819.218750 Penalty: 2625.472656
	Iteration 9Q: 3 clusters Score -398819.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -398830.593750 Penalty: 2625.472656
	Iteration 10Q: 3 clusters Score -398830.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -398839.843750 Penalty: 2625.472656
	Iteration 11Q: 3 clusters Score -398839.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -398845.375000 Penalty: 2625.472656
	Iteration 12Q: 3 clusters Score -398845.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -398848.656250 Penalty: 2625.472656
	Iteration 13Q: 3 clusters Score -398848.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -398854.218750 Penalty: 2625.472656
	Iteration 14Q: 3 clusters Score -398854.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -398863.843750 Penalty: 2625.472656
	Iteration 15Q: 3 clusters Score -398863.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -398872.187500 Penalty: 2625.472656
	Iteration 16Q: 3 clusters Score -398872.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -398877.031250 Penalty: 2625.472656
	Iteration 17Q: 3 clusters Score -398877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -398879.750000 Penalty: 2625.472656
	Iteration 18Q: 3 clusters Score -398879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -398883.281250 Penalty: 2625.472656
	Iteration 19Q: 3 clusters Score -398883.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -398887.468750 Penalty: 2625.472656
	Iteration 20F: 3 clusters Score -398887.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -398890.218750 Penalty: 2625.472656
	Iteration 21Q: 3 clusters Score -398890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -398892.406250 Penalty: 2625.472656
	Iteration 22Q: 3 clusters Score -398892.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -398896.468750 Penalty: 2625.472656
	Iteration 23Q: 3 clusters Score -398896.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -398899.718750 Penalty: 2625.472656
	Iteration 24Q: 3 clusters Score -398899.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -398907.906250 Penalty: 2625.472656
	Iteration 25Q: 3 clusters Score -398907.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -398913.968750 Penalty: 2625.472656
	Iteration 26Q: 3 clusters Score -398914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -398920.250000 Penalty: 2625.472656
	Iteration 27Q: 3 clusters Score -398920.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -398925.437500 Penalty: 2625.472656
	Iteration 28Q: 3 clusters Score -398925.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -398933.281250 Penalty: 2625.472656
	Iteration 29Q: 3 clusters Score -398933.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -398937.093750 Penalty: 2625.472656
	Iteration 30Q: 3 clusters Score -398937.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -398941.312500 Penalty: 2625.472656
	Iteration 31Q: 3 clusters Score -398941.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -398944.687500 Penalty: 2625.472656
	Iteration 32Q: 3 clusters Score -398944.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -398951.593750 Penalty: 2625.472656
	Iteration 33Q: 3 clusters Score -398951.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -398957.562500 Penalty: 2625.472656
	Iteration 34Q: 3 clusters Score -398957.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -398960.156250 Penalty: 2625.472656
	Iteration 35Q: 3 clusters Score -398960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -398963.937500 Penalty: 2625.472656
	Iteration 36Q: 3 clusters Score -398963.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -398969.656250 Penalty: 2625.472656
	Iteration 37Q: 3 clusters Score -398969.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -398980.406250 Penalty: 2625.472656
	Iteration 38Q: 3 clusters Score -398980.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -398988.187500 Penalty: 2625.472656
	Iteration 39Q: 3 clusters Score -398988.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -398994.968750 Penalty: 2625.472656
	Iteration 40F: 3 clusters Score -398995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -399003.093750 Penalty: 2625.472656
	Iteration 41Q: 3 clusters Score -399003.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -399007.093750 Penalty: 2625.472656
	Iteration 42Q: 3 clusters Score -399007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -399010.343750 Penalty: 2625.472656
	Iteration 43Q: 3 clusters Score -399010.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -399012.656250 Penalty: 2625.472656
	Iteration 44Q: 3 clusters Score -399012.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -399014.625000 Penalty: 2625.472656
	Iteration 45Q: 3 clusters Score -399014.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -399018.031250 Penalty: 2625.472656
	Iteration 46Q: 3 clusters Score -399018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -399020.281250 Penalty: 2625.472656
	Iteration 47Q: 3 clusters Score -399020.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -399025.218750 Penalty: 2625.472656
	Iteration 48Q: 3 clusters Score -399025.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -399029.406250 Penalty: 2625.472656
	Iteration 49Q: 3 clusters Score -399029.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -399033.406250 Penalty: 2625.472656
	Iteration 50Q: 3 clusters Score -399033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -399034.531250 Penalty: 2625.472656
	Iteration 51Q: 3 clusters Score -399034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -399035.562500 Penalty: 2625.472656
	Iteration 52Q: 3 clusters Score -399035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -399035.562500 Penalty: 2625.472656
	Iteration 53Q: 3 clusters Score -399035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -399036.187500 Penalty: 2625.472656
	Iteration 54Q: 3 clusters Score -399036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -399035.593750 Penalty: 2625.472656
	Iteration 55Q: 3 clusters Score -399035.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -399035.593750 Penalty: 2625.472656
	Iteration 56F: 3 clusters Score -399035.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -409566.000000 Penalty: 1316.916138
	Iteration 0F: 2 clusters Score -409566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -406709.468750 Penalty: 2633.832275
	Iteration 0F: 3 clusters Score -406709.5 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -407430.187500 Penalty: 2633.832275
	Iteration 1F: 3 clusters Score -407430.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -407551.312500 Penalty: 2633.832275
	Iteration 2F: 3 clusters Score -407551.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -407622.812500 Penalty: 2633.832275
	Iteration 3Q: 3 clusters Score -407622.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -407699.625000 Penalty: 2633.832275
	Iteration 4Q: 3 clusters Score -407699.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -407780.156250 Penalty: 2633.832275
	Iteration 5Q: 3 clusters Score -407780.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -407878.187500 Penalty: 2633.832275
	Iteration 6Q: 3 clusters Score -407878.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -408000.968750 Penalty: 2633.832275
	Iteration 7Q: 3 clusters Score -408001 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -408127.656250 Penalty: 2633.832275
	Iteration 8F: 3 clusters Score -408127.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -408254.750000 Penalty: 2633.832275
	Iteration 9F: 3 clusters Score -408254.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -408388.000000 Penalty: 2633.832275
	Iteration 10Q: 3 clusters Score -408388 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -408541.750000 Penalty: 2633.832275
	Iteration 11F: 3 clusters Score -408541.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -408689.812500 Penalty: 2633.832275
	Iteration 12F: 3 clusters Score -408689.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -408797.968750 Penalty: 2633.832275
	Iteration 13Q: 3 clusters Score -408798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -408870.000000 Penalty: 2633.832275
	Iteration 14Q: 3 clusters Score -408870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -408914.812500 Penalty: 2633.832275
	Iteration 15Q: 3 clusters Score -408914.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -408937.375000 Penalty: 2633.832275
	Iteration 16Q: 3 clusters Score -408937.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -408947.343750 Penalty: 2633.832275
	Iteration 17Q: 3 clusters Score -408947.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -408954.187500 Penalty: 2633.832275
	Iteration 18Q: 3 clusters Score -408954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -408960.968750 Penalty: 2633.832275
	Iteration 19Q: 3 clusters Score -408961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -408966.812500 Penalty: 2633.832275
	Iteration 20F: 3 clusters Score -408966.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -408971.281250 Penalty: 2633.832275
	Iteration 21Q: 3 clusters Score -408971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -408975.687500 Penalty: 2633.832275
	Iteration 22Q: 3 clusters Score -408975.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -408977.125000 Penalty: 2633.832275
	Iteration 23Q: 3 clusters Score -408977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -408977.875000 Penalty: 2633.832275
	Iteration 24Q: 3 clusters Score -408977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -408977.875000 Penalty: 2633.832275
	Iteration 25F: 3 clusters Score -408977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Entering Unmasked Estep 
Score: -13414205.000000 Penalty: 1878.056030
	Iteration 0F: 2 clusters Score -1.34142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -13347614.000000 Penalty: 3756.112061
	Iteration 0F: 3 clusters Score -1.334761e+07 nChanged 50141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -13377675.000000 Penalty: 3756.112061
	Iteration 1F: 3 clusters Score -1.337768e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -13379042.000000 Penalty: 3756.112061
	Iteration 2Q: 3 clusters Score -1.337904e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -13380696.000000 Penalty: 3756.112061
	Iteration 3Q: 3 clusters Score -1.33807e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -13382891.000000 Penalty: 3756.112061
	Iteration 4Q: 3 clusters Score -1.338289e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -13386171.000000 Penalty: 3756.112061
	Iteration 5F: 3 clusters Score -1.338617e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -13390822.000000 Penalty: 3756.112061
	Iteration 6F: 3 clusters Score -1.339082e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -13396321.000000 Penalty: 3756.112061
	Iteration 7F: 3 clusters Score -1.339632e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -13400924.000000 Penalty: 3756.112061
	Iteration 8F: 3 clusters Score -1.340092e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -13402973.000000 Penalty: 3756.112061
	Iteration 9Q: 3 clusters Score -1.340297e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -13403562.000000 Penalty: 3756.112061
	Iteration 10Q: 3 clusters Score -1.340356e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -13403789.000000 Penalty: 3756.112061
	Iteration 11Q: 3 clusters Score -1.340379e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -13403975.000000 Penalty: 3756.112061
	Iteration 12Q: 3 clusters Score -1.340398e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -13404073.000000 Penalty: 3756.112061
	Iteration 13Q: 3 clusters Score -1.340407e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -13404230.000000 Penalty: 3756.112061
	Iteration 14Q: 3 clusters Score -1.340423e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -13404384.000000 Penalty: 3756.112061
	Iteration 15Q: 3 clusters Score -1.340438e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -13404548.000000 Penalty: 3756.112061
	Iteration 16Q: 3 clusters Score -1.340455e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -13404738.000000 Penalty: 3756.112061
	Iteration 17Q: 3 clusters Score -1.340474e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -13404988.000000 Penalty: 3756.112061
	Iteration 18Q: 3 clusters Score -1.340499e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -13405394.000000 Penalty: 3756.112061
	Iteration 19Q: 3 clusters Score -1.340539e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -13405730.000000 Penalty: 3756.112061
	Iteration 20F: 3 clusters Score -1.340573e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -13406078.000000 Penalty: 3756.112061
	Iteration 21Q: 3 clusters Score -1.340608e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -13406520.000000 Penalty: 3756.112061
	Iteration 22Q: 3 clusters Score -1.340652e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -13406838.000000 Penalty: 3756.112061
	Iteration 23Q: 3 clusters Score -1.340684e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -13407089.000000 Penalty: 3756.112061
	Iteration 24Q: 3 clusters Score -1.340709e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -13407290.000000 Penalty: 3756.112061
	Iteration 25Q: 3 clusters Score -1.340729e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -13407471.000000 Penalty: 3756.112061
	Iteration 26Q: 3 clusters Score -1.340747e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -13407668.000000 Penalty: 3756.112061
	Iteration 27Q: 3 clusters Score -1.340767e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -13407808.000000 Penalty: 3756.112061
	Iteration 28Q: 3 clusters Score -1.340781e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -13407994.000000 Penalty: 3756.112061
	Iteration 29Q: 3 clusters Score -1.340799e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -13408099.000000 Penalty: 3756.112061
	Iteration 30Q: 3 clusters Score -1.34081e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -13408239.000000 Penalty: 3756.112061
	Iteration 31Q: 3 clusters Score -1.340824e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -13408370.000000 Penalty: 3756.112061
	Iteration 32Q: 3 clusters Score -1.340837e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -13408464.000000 Penalty: 3756.112061
	Iteration 33Q: 3 clusters Score -1.340846e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -13408496.000000 Penalty: 3756.112061
	Iteration 34Q: 3 clusters Score -1.34085e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -13408686.000000 Penalty: 3756.112061
	Iteration 35Q: 3 clusters Score -1.340869e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -13408780.000000 Penalty: 3756.112061
	Iteration 36Q: 3 clusters Score -1.340878e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -13408950.000000 Penalty: 3756.112061
	Iteration 37Q: 3 clusters Score -1.340895e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -13409095.000000 Penalty: 3756.112061
	Iteration 38Q: 3 clusters Score -1.34091e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -13409255.000000 Penalty: 3756.112061
	Iteration 39Q: 3 clusters Score -1.340926e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -13409427.000000 Penalty: 3756.112061
	Iteration 40F: 3 clusters Score -1.340943e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -13409691.000000 Penalty: 3756.112061
	Iteration 41Q: 3 clusters Score -1.340969e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 80510 members 
Entering Unmasked Estep 
Score: -13409850.000000 Penalty: 3756.112061
	Iteration 42Q: 3 clusters Score -1.340985e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -13410075.000000 Penalty: 3756.112061
	Iteration 43Q: 3 clusters Score -1.341008e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -13410304.000000 Penalty: 3756.112061
	Iteration 44Q: 3 clusters Score -1.34103e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -13410537.000000 Penalty: 3756.112061
	Iteration 45Q: 3 clusters Score -1.341054e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -13410751.000000 Penalty: 3756.112061
	Iteration 46Q: 3 clusters Score -1.341075e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -13410943.000000 Penalty: 3756.112061
	Iteration 47Q: 3 clusters Score -1.341094e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -13411174.000000 Penalty: 3756.112061
	Iteration 48Q: 3 clusters Score -1.341117e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -13411317.000000 Penalty: 3756.112061
	Iteration 49Q: 3 clusters Score -1.341132e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -13411496.000000 Penalty: 3756.112061
	Iteration 50Q: 3 clusters Score -1.34115e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -13411686.000000 Penalty: 3756.112061
	Iteration 51Q: 3 clusters Score -1.341169e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -13411808.000000 Penalty: 3756.112061
	Iteration 52Q: 3 clusters Score -1.341181e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -13411942.000000 Penalty: 3756.112061
	Iteration 53Q: 3 clusters Score -1.341194e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 92080 members 
Entering Unmasked Estep 
Score: -13412145.000000 Penalty: 3756.112061
	Iteration 54Q: 3 clusters Score -1.341214e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -13412305.000000 Penalty: 3756.112061
	Iteration 55Q: 3 clusters Score -1.34123e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -13412440.000000 Penalty: 3756.112061
	Iteration 56Q: 3 clusters Score -1.341244e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -13412507.000000 Penalty: 3756.112061
	Iteration 57Q: 3 clusters Score -1.341251e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
Score: -13412589.000000 Penalty: 3756.112061
	Iteration 58Q: 3 clusters Score -1.341259e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -13412703.000000 Penalty: 3756.112061
	Iteration 59Q: 3 clusters Score -1.34127e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -13412743.000000 Penalty: 3756.112061
	Iteration 60F: 3 clusters Score -1.341274e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -13412850.000000 Penalty: 3756.112061
	Iteration 61Q: 3 clusters Score -1.341285e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -13412968.000000 Penalty: 3756.112061
	Iteration 62Q: 3 clusters Score -1.341297e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -13413006.000000 Penalty: 3756.112061
	Iteration 63Q: 3 clusters Score -1.341301e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 97895 members 
Entering Unmasked Estep 
Score: -13412994.000000 Penalty: 3756.112061
	Iteration 64Q: 3 clusters Score -1.341299e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -13413066.000000 Penalty: 3756.112061
	Iteration 65Q: 3 clusters Score -1.341307e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -13413103.000000 Penalty: 3756.112061
	Iteration 66Q: 3 clusters Score -1.34131e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -13413124.000000 Penalty: 3756.112061
	Iteration 67Q: 3 clusters Score -1.341312e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -13413145.000000 Penalty: 3756.112061
	Iteration 68Q: 3 clusters Score -1.341314e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 99854 members 
Entering Unmasked Estep 
Score: -13413179.000000 Penalty: 3756.112061
	Iteration 69Q: 3 clusters Score -1.341318e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 100166 members 
Entering Unmasked Estep 
Score: -13413196.000000 Penalty: 3756.112061
	Iteration 70Q: 3 clusters Score -1.34132e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 100468 members 
Entering Unmasked Estep 
Score: -13413225.000000 Penalty: 3756.112061
	Iteration 71Q: 3 clusters Score -1.341322e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -13413252.000000 Penalty: 3756.112061
	Iteration 72Q: 3 clusters Score -1.341325e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 101052 members 
Entering Unmasked Estep 
Score: -13413250.000000 Penalty: 3756.112061
	Iteration 73Q: 3 clusters Score -1.341325e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -13413289.000000 Penalty: 3756.112061
	Iteration 74Q: 3 clusters Score -1.341329e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -13413304.000000 Penalty: 3756.112061
	Iteration 75Q: 3 clusters Score -1.34133e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 101801 members 
Entering Unmasked Estep 
Score: -13413317.000000 Penalty: 3756.112061
	Iteration 76Q: 3 clusters Score -1.341332e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -13413335.000000 Penalty: 3756.112061
	Iteration 77Q: 3 clusters Score -1.341334e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 102167 members 
Entering Unmasked Estep 
Score: -13413299.000000 Penalty: 3756.112061
	Iteration 78Q: 3 clusters Score -1.34133e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 102325 members 
Entering Unmasked Estep 
Score: -13413314.000000 Penalty: 3756.112061
	Iteration 79Q: 3 clusters Score -1.341331e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -13413351.000000 Penalty: 3756.112061
	Iteration 80F: 3 clusters Score -1.341335e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 102561 members 
Entering Unmasked Estep 
Score: -13413336.000000 Penalty: 3756.112061
	Iteration 81Q: 3 clusters Score -1.341334e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -13413328.000000 Penalty: 3756.112061
	Iteration 82Q: 3 clusters Score -1.341333e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -13413327.000000 Penalty: 3756.112061
	Iteration 83Q: 3 clusters Score -1.341333e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -13413336.000000 Penalty: 3756.112061
	Iteration 84Q: 3 clusters Score -1.341334e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -13413287.000000 Penalty: 3756.112061
	Iteration 85Q: 3 clusters Score -1.341329e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -13413280.000000 Penalty: 3756.112061
	Iteration 86Q: 3 clusters Score -1.341328e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -13413253.000000 Penalty: 3756.112061
	Iteration 87Q: 3 clusters Score -1.341325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 102990 members 
Entering Unmasked Estep 
Score: -13413245.000000 Penalty: 3756.112061
	Iteration 88Q: 3 clusters Score -1.341324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 103018 members 
Entering Unmasked Estep 
Score: -13413263.000000 Penalty: 3756.112061
	Iteration 89Q: 3 clusters Score -1.341326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
Score: -13413243.000000 Penalty: 3756.112061
	Iteration 90Q: 3 clusters Score -1.341324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -13413247.000000 Penalty: 3756.112061
	Iteration 91Q: 3 clusters Score -1.341325e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -13413255.000000 Penalty: 3756.112061
	Iteration 92Q: 3 clusters Score -1.341326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 103130 members 
Entering Unmasked Estep 
Score: -13413239.000000 Penalty: 3756.112061
	Iteration 93Q: 3 clusters Score -1.341324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 103159 members 
Entering Unmasked Estep 
Score: -13413240.000000 Penalty: 3756.112061
	Iteration 94Q: 3 clusters Score -1.341324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 103181 members 
Entering Unmasked Estep 
Score: -13413216.000000 Penalty: 3756.112061
	Iteration 95Q: 3 clusters Score -1.341322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -13413202.000000 Penalty: 3756.112061
	Iteration 96Q: 3 clusters Score -1.34132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -13413197.000000 Penalty: 3756.112061
	Iteration 97Q: 3 clusters Score -1.34132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -13413190.000000 Penalty: 3756.112061
	Iteration 98Q: 3 clusters Score -1.341319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 103256 members 
Entering Unmasked Estep 
Score: -13413196.000000 Penalty: 3756.112061
	Iteration 99Q: 3 clusters Score -1.34132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -13413201.000000 Penalty: 3756.112061
	Iteration 100F: 3 clusters Score -1.34132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 103277 members 
Entering Unmasked Estep 
Score: -13413194.000000 Penalty: 3756.112061
	Iteration 101Q: 3 clusters Score -1.341319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -13413218.000000 Penalty: 3756.112061
	Iteration 102Q: 3 clusters Score -1.341322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 103307 members 
Entering Unmasked Estep 
Score: -13413205.000000 Penalty: 3756.112061
	Iteration 103Q: 3 clusters Score -1.34132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 103321 members 
Entering Unmasked Estep 
Score: -13413214.000000 Penalty: 3756.112061
	Iteration 104Q: 3 clusters Score -1.341321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -13413190.000000 Penalty: 3756.112061
	Iteration 105Q: 3 clusters Score -1.341319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 103350 members 
Entering Unmasked Estep 
Score: -13413191.000000 Penalty: 3756.112061
	Iteration 106Q: 3 clusters Score -1.341319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -13413194.000000 Penalty: 3756.112061
	Iteration 107Q: 3 clusters Score -1.341319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -13413201.000000 Penalty: 3756.112061
	Iteration 108Q: 3 clusters Score -1.34132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 103370 members 
Entering Unmasked Estep 
Score: -13413205.000000 Penalty: 3756.112061
	Iteration 109Q: 3 clusters Score -1.34132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -13413208.000000 Penalty: 3756.112061
	Iteration 110Q: 3 clusters Score -1.341321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -13413210.000000 Penalty: 3756.112061
	Iteration 111Q: 3 clusters Score -1.341321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -13413207.000000 Penalty: 3756.112061
	Iteration 112Q: 3 clusters Score -1.341321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 103388 members 
Entering Unmasked Estep 
Score: -13413201.000000 Penalty: 3756.112061
	Iteration 113Q: 3 clusters Score -1.34132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -13413194.000000 Penalty: 3756.112061
	Iteration 114Q: 3 clusters Score -1.341319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -13413204.000000 Penalty: 3756.112061
	Iteration 115Q: 3 clusters Score -1.34132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -13413200.000000 Penalty: 3756.112061
	Iteration 116Q: 3 clusters Score -1.34132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -13413200.000000 Penalty: 3756.112061
	Iteration 117Q: 3 clusters Score -1.34132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -13413209.000000 Penalty: 3756.112061
	Iteration 118Q: 3 clusters Score -1.341321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -13413197.000000 Penalty: 3756.112061
	Iteration 119Q: 3 clusters Score -1.34132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -13413211.000000 Penalty: 3756.112061
	Iteration 120F: 3 clusters Score -1.341321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -13413210.000000 Penalty: 3756.112061
	Iteration 121Q: 3 clusters Score -1.341321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -13413210.000000 Penalty: 3756.112061
	Iteration 122F: 3 clusters Score -1.341321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -30646.013672 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -30646.01 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 161 members 
Entering Unmasked Estep 
Score: -29776.812500 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -29776.81 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30002.427734 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -30002.43 nChanged 24
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: -30115.777344 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -30115.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30165.425781 Penalty: 1890.561035
	Iteration 3F: 3 clusters Score -30165.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30188.921875 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -30188.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30197.595703 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -30197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30201.533203 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -30201.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30201.533203 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -30201.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -370113.812500 Penalty: 1289.241943
	Iteration 0F: 2 clusters Score -370113.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -367497.812500 Penalty: 2578.483887
	Iteration 0F: 3 clusters Score -367497.8 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -368108.062500 Penalty: 2578.483887
	Iteration 1F: 3 clusters Score -368108.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -368212.468750 Penalty: 2578.483887
	Iteration 2F: 3 clusters Score -368212.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -368269.187500 Penalty: 2578.483887
	Iteration 3Q: 3 clusters Score -368269.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -368328.937500 Penalty: 2578.483887
	Iteration 4Q: 3 clusters Score -368328.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -368384.625000 Penalty: 2578.483887
	Iteration 5Q: 3 clusters Score -368384.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -368424.000000 Penalty: 2578.483887
	Iteration 6Q: 3 clusters Score -368424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -368456.187500 Penalty: 2578.483887
	Iteration 7Q: 3 clusters Score -368456.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -368479.312500 Penalty: 2578.483887
	Iteration 8Q: 3 clusters Score -368479.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -368503.625000 Penalty: 2578.483887
	Iteration 9Q: 3 clusters Score -368503.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -368524.500000 Penalty: 2578.483887
	Iteration 10Q: 3 clusters Score -368524.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -368543.812500 Penalty: 2578.483887
	Iteration 11Q: 3 clusters Score -368543.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -368563.218750 Penalty: 2578.483887
	Iteration 12Q: 3 clusters Score -368563.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -368583.406250 Penalty: 2578.483887
	Iteration 13Q: 3 clusters Score -368583.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -368605.625000 Penalty: 2578.483887
	Iteration 14Q: 3 clusters Score -368605.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -368637.218750 Penalty: 2578.483887
	Iteration 15Q: 3 clusters Score -368637.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -368673.812500 Penalty: 2578.483887
	Iteration 16Q: 3 clusters Score -368673.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -368706.750000 Penalty: 2578.483887
	Iteration 17Q: 3 clusters Score -368706.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -368738.156250 Penalty: 2578.483887
	Iteration 18Q: 3 clusters Score -368738.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -368760.437500 Penalty: 2578.483887
	Iteration 19Q: 3 clusters Score -368760.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -368779.656250 Penalty: 2578.483887
	Iteration 20F: 3 clusters Score -368779.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -368798.031250 Penalty: 2578.483887
	Iteration 21Q: 3 clusters Score -368798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -368817.468750 Penalty: 2578.483887
	Iteration 22Q: 3 clusters Score -368817.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -368835.750000 Penalty: 2578.483887
	Iteration 23Q: 3 clusters Score -368835.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -368848.281250 Penalty: 2578.483887
	Iteration 24Q: 3 clusters Score -368848.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -368861.656250 Penalty: 2578.483887
	Iteration 25Q: 3 clusters Score -368861.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -368873.687500 Penalty: 2578.483887
	Iteration 26Q: 3 clusters Score -368873.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -368882.031250 Penalty: 2578.483887
	Iteration 27Q: 3 clusters Score -368882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -368898.000000 Penalty: 2578.483887
	Iteration 28Q: 3 clusters Score -368898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -368909.343750 Penalty: 2578.483887
	Iteration 29Q: 3 clusters Score -368909.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -368912.156250 Penalty: 2578.483887
	Iteration 30Q: 3 clusters Score -368912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -368915.812500 Penalty: 2578.483887
	Iteration 31Q: 3 clusters Score -368915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -368921.781250 Penalty: 2578.483887
	Iteration 32Q: 3 clusters Score -368921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -368925.406250 Penalty: 2578.483887
	Iteration 33Q: 3 clusters Score -368925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -368928.500000 Penalty: 2578.483887
	Iteration 34Q: 3 clusters Score -368928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -368933.531250 Penalty: 2578.483887
	Iteration 35Q: 3 clusters Score -368933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -368936.125000 Penalty: 2578.483887
	Iteration 36Q: 3 clusters Score -368936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -368937.312500 Penalty: 2578.483887
	Iteration 37Q: 3 clusters Score -368937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -368939.031250 Penalty: 2578.483887
	Iteration 38Q: 3 clusters Score -368939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -368941.781250 Penalty: 2578.483887
	Iteration 39Q: 3 clusters Score -368941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -368945.625000 Penalty: 2578.483887
	Iteration 40F: 3 clusters Score -368945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -368947.968750 Penalty: 2578.483887
	Iteration 41Q: 3 clusters Score -368948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -368948.593750 Penalty: 2578.483887
	Iteration 42Q: 3 clusters Score -368948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -368949.468750 Penalty: 2578.483887
	Iteration 43Q: 3 clusters Score -368949.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -368949.468750 Penalty: 2578.483887
	Iteration 44F: 3 clusters Score -368949.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (91870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Entering Unmasked Estep 
Score: -11757261.000000 Penalty: 1857.071167
	Iteration 0F: 2 clusters Score -1.175726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -11697250.000000 Penalty: 3714.142334
	Iteration 0F: 3 clusters Score -1.169725e+07 nChanged 43658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -11722575.000000 Penalty: 3714.142334
	Iteration 1F: 3 clusters Score -1.172258e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -11723730.000000 Penalty: 3714.142334
	Iteration 2Q: 3 clusters Score -1.172373e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -11725738.000000 Penalty: 3714.142334
	Iteration 3Q: 3 clusters Score -1.172574e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -11728897.000000 Penalty: 3714.142334
	Iteration 4F: 3 clusters Score -1.17289e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -11733870.000000 Penalty: 3714.142334
	Iteration 5F: 3 clusters Score -1.173387e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -11740199.000000 Penalty: 3714.142334
	Iteration 6F: 3 clusters Score -1.17402e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -11746082.000000 Penalty: 3714.142334
	Iteration 7F: 3 clusters Score -1.174608e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -11750309.000000 Penalty: 3714.142334
	Iteration 8Q: 3 clusters Score -1.175031e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -11753236.000000 Penalty: 3714.142334
	Iteration 9Q: 3 clusters Score -1.175324e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -11754913.000000 Penalty: 3714.142334
	Iteration 10Q: 3 clusters Score -1.175491e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -11755469.000000 Penalty: 3714.142334
	Iteration 11Q: 3 clusters Score -1.175547e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -11755627.000000 Penalty: 3714.142334
	Iteration 12Q: 3 clusters Score -1.175563e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -11755740.000000 Penalty: 3714.142334
	Iteration 13Q: 3 clusters Score -1.175574e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -11755865.000000 Penalty: 3714.142334
	Iteration 14Q: 3 clusters Score -1.175586e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -11755901.000000 Penalty: 3714.142334
	Iteration 15Q: 3 clusters Score -1.17559e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -11755951.000000 Penalty: 3714.142334
	Iteration 16Q: 3 clusters Score -1.175595e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 82230 members 
Entering Unmasked Estep 
Score: -11756010.000000 Penalty: 3714.142334
	Iteration 17Q: 3 clusters Score -1.175601e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -11756042.000000 Penalty: 3714.142334
	Iteration 18Q: 3 clusters Score -1.175604e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
Score: -11756083.000000 Penalty: 3714.142334
	Iteration 19Q: 3 clusters Score -1.175608e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -11756115.000000 Penalty: 3714.142334
	Iteration 20F: 3 clusters Score -1.175612e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -11756180.000000 Penalty: 3714.142334
	Iteration 21Q: 3 clusters Score -1.175618e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -11756214.000000 Penalty: 3714.142334
	Iteration 22Q: 3 clusters Score -1.175621e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -11756245.000000 Penalty: 3714.142334
	Iteration 23Q: 3 clusters Score -1.175624e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -11756285.000000 Penalty: 3714.142334
	Iteration 24Q: 3 clusters Score -1.175628e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -11756323.000000 Penalty: 3714.142334
	Iteration 25Q: 3 clusters Score -1.175632e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -11756363.000000 Penalty: 3714.142334
	Iteration 26Q: 3 clusters Score -1.175636e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -11756405.000000 Penalty: 3714.142334
	Iteration 27Q: 3 clusters Score -1.17564e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -11756447.000000 Penalty: 3714.142334
	Iteration 28Q: 3 clusters Score -1.175645e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -11756491.000000 Penalty: 3714.142334
	Iteration 29Q: 3 clusters Score -1.175649e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -11756513.000000 Penalty: 3714.142334
	Iteration 30Q: 3 clusters Score -1.175651e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 79424 members 
Entering Unmasked Estep 
Score: -11756580.000000 Penalty: 3714.142334
	Iteration 31Q: 3 clusters Score -1.175658e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -11756641.000000 Penalty: 3714.142334
	Iteration 32Q: 3 clusters Score -1.175664e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -11756710.000000 Penalty: 3714.142334
	Iteration 33Q: 3 clusters Score -1.175671e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -11756718.000000 Penalty: 3714.142334
	Iteration 34Q: 3 clusters Score -1.175672e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -11756771.000000 Penalty: 3714.142334
	Iteration 35Q: 3 clusters Score -1.175677e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -11756847.000000 Penalty: 3714.142334
	Iteration 36Q: 3 clusters Score -1.175685e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -11756873.000000 Penalty: 3714.142334
	Iteration 37Q: 3 clusters Score -1.175687e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -11756955.000000 Penalty: 3714.142334
	Iteration 38Q: 3 clusters Score -1.175696e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -11757013.000000 Penalty: 3714.142334
	Iteration 39Q: 3 clusters Score -1.175701e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -11757108.000000 Penalty: 3714.142334
	Iteration 40F: 3 clusters Score -1.175711e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -11757156.000000 Penalty: 3714.142334
	Iteration 41Q: 3 clusters Score -1.175716e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -11757252.000000 Penalty: 3714.142334
	Iteration 42Q: 3 clusters Score -1.175725e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -11757311.000000 Penalty: 3714.142334
	Iteration 43Q: 3 clusters Score -1.175731e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -11757373.000000 Penalty: 3714.142334
	Iteration 44Q: 3 clusters Score -1.175737e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -11757413.000000 Penalty: 3714.142334
	Iteration 45Q: 3 clusters Score -1.175741e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -11757475.000000 Penalty: 3714.142334
	Iteration 46Q: 3 clusters Score -1.175748e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -11757547.000000 Penalty: 3714.142334
	Iteration 47Q: 3 clusters Score -1.175755e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -11757620.000000 Penalty: 3714.142334
	Iteration 48Q: 3 clusters Score -1.175762e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -11757667.000000 Penalty: 3714.142334
	Iteration 49Q: 3 clusters Score -1.175767e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -11757735.000000 Penalty: 3714.142334
	Iteration 50Q: 3 clusters Score -1.175774e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -11757780.000000 Penalty: 3714.142334
	Iteration 51Q: 3 clusters Score -1.175778e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -11757800.000000 Penalty: 3714.142334
	Iteration 52Q: 3 clusters Score -1.17578e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -11757854.000000 Penalty: 3714.142334
	Iteration 53Q: 3 clusters Score -1.175785e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -11757849.000000 Penalty: 3714.142334
	Iteration 54Q: 3 clusters Score -1.175785e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -11757883.000000 Penalty: 3714.142334
	Iteration 55Q: 3 clusters Score -1.175788e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -11757889.000000 Penalty: 3714.142334
	Iteration 56Q: 3 clusters Score -1.175789e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -11757938.000000 Penalty: 3714.142334
	Iteration 57Q: 3 clusters Score -1.175794e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -11757941.000000 Penalty: 3714.142334
	Iteration 58Q: 3 clusters Score -1.175794e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -11757954.000000 Penalty: 3714.142334
	Iteration 59Q: 3 clusters Score -1.175795e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -11758011.000000 Penalty: 3714.142334
	Iteration 60F: 3 clusters Score -1.175801e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -11758018.000000 Penalty: 3714.142334
	Iteration 61Q: 3 clusters Score -1.175802e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -11758044.000000 Penalty: 3714.142334
	Iteration 62Q: 3 clusters Score -1.175804e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -11758056.000000 Penalty: 3714.142334
	Iteration 63Q: 3 clusters Score -1.175806e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -11758077.000000 Penalty: 3714.142334
	Iteration 64Q: 3 clusters Score -1.175808e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -11758102.000000 Penalty: 3714.142334
	Iteration 65Q: 3 clusters Score -1.17581e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -11758115.000000 Penalty: 3714.142334
	Iteration 66Q: 3 clusters Score -1.175812e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -11758141.000000 Penalty: 3714.142334
	Iteration 67Q: 3 clusters Score -1.175814e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -11758131.000000 Penalty: 3714.142334
	Iteration 68Q: 3 clusters Score -1.175813e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -11758137.000000 Penalty: 3714.142334
	Iteration 69Q: 3 clusters Score -1.175814e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -11758133.000000 Penalty: 3714.142334
	Iteration 70Q: 3 clusters Score -1.175813e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -11758132.000000 Penalty: 3714.142334
	Iteration 71Q: 3 clusters Score -1.175813e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -11758138.000000 Penalty: 3714.142334
	Iteration 72Q: 3 clusters Score -1.175814e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -11758119.000000 Penalty: 3714.142334
	Iteration 73Q: 3 clusters Score -1.175812e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -11758126.000000 Penalty: 3714.142334
	Iteration 74Q: 3 clusters Score -1.175813e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -11758124.000000 Penalty: 3714.142334
	Iteration 75Q: 3 clusters Score -1.175812e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -11758131.000000 Penalty: 3714.142334
	Iteration 76Q: 3 clusters Score -1.175813e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -11758136.000000 Penalty: 3714.142334
	Iteration 77Q: 3 clusters Score -1.175814e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -11758142.000000 Penalty: 3714.142334
	Iteration 78Q: 3 clusters Score -1.175814e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -11758142.000000 Penalty: 3714.142334
	Iteration 79Q: 3 clusters Score -1.175814e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -11758152.000000 Penalty: 3714.142334
	Iteration 80F: 3 clusters Score -1.175815e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -11758148.000000 Penalty: 3714.142334
	Iteration 81Q: 3 clusters Score -1.175815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -11758169.000000 Penalty: 3714.142334
	Iteration 82Q: 3 clusters Score -1.175817e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -11758171.000000 Penalty: 3714.142334
	Iteration 83Q: 3 clusters Score -1.175817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -11758166.000000 Penalty: 3714.142334
	Iteration 84Q: 3 clusters Score -1.175817e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -11758169.000000 Penalty: 3714.142334
	Iteration 85Q: 3 clusters Score -1.175817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -11758165.000000 Penalty: 3714.142334
	Iteration 86Q: 3 clusters Score -1.175816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -11758169.000000 Penalty: 3714.142334
	Iteration 87Q: 3 clusters Score -1.175817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -11758185.000000 Penalty: 3714.142334
	Iteration 88Q: 3 clusters Score -1.175818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -11758175.000000 Penalty: 3714.142334
	Iteration 89Q: 3 clusters Score -1.175818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -11758177.000000 Penalty: 3714.142334
	Iteration 90Q: 3 clusters Score -1.175818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -11758157.000000 Penalty: 3714.142334
	Iteration 91Q: 3 clusters Score -1.175816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -11758155.000000 Penalty: 3714.142334
	Iteration 92Q: 3 clusters Score -1.175816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -11758143.000000 Penalty: 3714.142334
	Iteration 93Q: 3 clusters Score -1.175814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -11758139.000000 Penalty: 3714.142334
	Iteration 94Q: 3 clusters Score -1.175814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -11758130.000000 Penalty: 3714.142334
	Iteration 95Q: 3 clusters Score -1.175813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -11758148.000000 Penalty: 3714.142334
	Iteration 96Q: 3 clusters Score -1.175815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -11758135.000000 Penalty: 3714.142334
	Iteration 97Q: 3 clusters Score -1.175814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -11758131.000000 Penalty: 3714.142334
	Iteration 98Q: 3 clusters Score -1.175813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -11758140.000000 Penalty: 3714.142334
	Iteration 99Q: 3 clusters Score -1.175814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 68846 members 
Entering Unmasked Estep 
Score: -11758139.000000 Penalty: 3714.142334
	Iteration 100F: 3 clusters Score -1.175814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -11758133.000000 Penalty: 3714.142334
	Iteration 101Q: 3 clusters Score -1.175813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -11758139.000000 Penalty: 3714.142334
	Iteration 102Q: 3 clusters Score -1.175814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -11758142.000000 Penalty: 3714.142334
	Iteration 103Q: 3 clusters Score -1.175814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -11758151.000000 Penalty: 3714.142334
	Iteration 104Q: 3 clusters Score -1.175815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -11758163.000000 Penalty: 3714.142334
	Iteration 105Q: 3 clusters Score -1.175816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -11758165.000000 Penalty: 3714.142334
	Iteration 106Q: 3 clusters Score -1.175816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -11758166.000000 Penalty: 3714.142334
	Iteration 107Q: 3 clusters Score -1.175817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -11758157.000000 Penalty: 3714.142334
	Iteration 108Q: 3 clusters Score -1.175816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -11758172.000000 Penalty: 3714.142334
	Iteration 109Q: 3 clusters Score -1.175817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -11758167.000000 Penalty: 3714.142334
	Iteration 110Q: 3 clusters Score -1.175817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -11758165.000000 Penalty: 3714.142334
	Iteration 111Q: 3 clusters Score -1.175816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -11758166.000000 Penalty: 3714.142334
	Iteration 112Q: 3 clusters Score -1.175817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -11758162.000000 Penalty: 3714.142334
	Iteration 113Q: 3 clusters Score -1.175816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -11758159.000000 Penalty: 3714.142334
	Iteration 114Q: 3 clusters Score -1.175816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -11758158.000000 Penalty: 3714.142334
	Iteration 115Q: 3 clusters Score -1.175816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -11758162.000000 Penalty: 3714.142334
	Iteration 116Q: 3 clusters Score -1.175816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -11758154.000000 Penalty: 3714.142334
	Iteration 117Q: 3 clusters Score -1.175815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -11758168.000000 Penalty: 3714.142334
	Iteration 118Q: 3 clusters Score -1.175817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -11758166.000000 Penalty: 3714.142334
	Iteration 119Q: 3 clusters Score -1.175817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -11758163.000000 Penalty: 3714.142334
	Iteration 120F: 3 clusters Score -1.175816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -11758167.000000 Penalty: 3714.142334
	Iteration 121Q: 3 clusters Score -1.175817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -11758163.000000 Penalty: 3714.142334
	Iteration 122Q: 3 clusters Score -1.175816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -11758162.000000 Penalty: 3714.142334
	Iteration 123Q: 3 clusters Score -1.175816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -11758166.000000 Penalty: 3714.142334
	Iteration 124Q: 3 clusters Score -1.175817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -11758167.000000 Penalty: 3714.142334
	Iteration 125Q: 3 clusters Score -1.175817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -11758169.000000 Penalty: 3714.142334
	Iteration 126Q: 3 clusters Score -1.175817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -11758163.000000 Penalty: 3714.142334
	Iteration 127Q: 3 clusters Score -1.175816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -11758169.000000 Penalty: 3714.142334
	Iteration 128Q: 3 clusters Score -1.175817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -11758164.000000 Penalty: 3714.142334
	Iteration 129Q: 3 clusters Score -1.175816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -11758165.000000 Penalty: 3714.142334
	Iteration 130Q: 3 clusters Score -1.175816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -11758173.000000 Penalty: 3714.142334
	Iteration 131Q: 3 clusters Score -1.175817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -11758168.000000 Penalty: 3714.142334
	Iteration 132Q: 3 clusters Score -1.175817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -11758165.000000 Penalty: 3714.142334
	Iteration 133Q: 3 clusters Score -1.175816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -11758170.000000 Penalty: 3714.142334
	Iteration 134Q: 3 clusters Score -1.175817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -11758170.000000 Penalty: 3714.142334
	Iteration 135Q: 3 clusters Score -1.175817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -11758159.000000 Penalty: 3714.142334
	Iteration 136Q: 3 clusters Score -1.175816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -11758153.000000 Penalty: 3714.142334
	Iteration 137Q: 3 clusters Score -1.175815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -11758157.000000 Penalty: 3714.142334
	Iteration 138Q: 3 clusters Score -1.175816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -11758163.000000 Penalty: 3714.142334
	Iteration 139Q: 3 clusters Score -1.175816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 68512 members 
Entering Unmasked Estep 
Score: -11758162.000000 Penalty: 3714.142334
	Iteration 140F: 3 clusters Score -1.175816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -11758162.000000 Penalty: 3714.142334
	Iteration 141Q: 3 clusters Score -1.175816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -11758169.000000 Penalty: 3714.142334
	Iteration 142Q: 3 clusters Score -1.175817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -11758169.000000 Penalty: 3714.142334
	Iteration 143Q: 3 clusters Score -1.175817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -11758167.000000 Penalty: 3714.142334
	Iteration 144Q: 3 clusters Score -1.175817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 68462 members 
Entering Unmasked Estep 
Score: -11758159.000000 Penalty: 3714.142334
	Iteration 145Q: 3 clusters Score -1.175816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -11758156.000000 Penalty: 3714.142334
	Iteration 146Q: 3 clusters Score -1.175816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -11758160.000000 Penalty: 3714.142334
	Iteration 147Q: 3 clusters Score -1.175816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 68432 members 
Entering Unmasked Estep 
Score: -11758165.000000 Penalty: 3714.142334
	Iteration 148Q: 3 clusters Score -1.175816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -11758175.000000 Penalty: 3714.142334
	Iteration 149Q: 3 clusters Score -1.175818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -11758175.000000 Penalty: 3714.142334
	Iteration 150Q: 3 clusters Score -1.175818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -11758173.000000 Penalty: 3714.142334
	Iteration 151Q: 3 clusters Score -1.175817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -11758181.000000 Penalty: 3714.142334
	Iteration 152Q: 3 clusters Score -1.175818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -11758194.000000 Penalty: 3714.142334
	Iteration 153Q: 3 clusters Score -1.175819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -11758189.000000 Penalty: 3714.142334
	Iteration 154Q: 3 clusters Score -1.175819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -11758204.000000 Penalty: 3714.142334
	Iteration 155Q: 3 clusters Score -1.17582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -11758207.000000 Penalty: 3714.142334
	Iteration 156Q: 3 clusters Score -1.175821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -11758217.000000 Penalty: 3714.142334
	Iteration 157Q: 3 clusters Score -1.175822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -11758216.000000 Penalty: 3714.142334
	Iteration 158Q: 3 clusters Score -1.175822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -11758216.000000 Penalty: 3714.142334
	Iteration 159Q: 3 clusters Score -1.175822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -11758218.000000 Penalty: 3714.142334
	Iteration 160F: 3 clusters Score -1.175822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -11758225.000000 Penalty: 3714.142334
	Iteration 161Q: 3 clusters Score -1.175822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -11758227.000000 Penalty: 3714.142334
	Iteration 162Q: 3 clusters Score -1.175823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -11758229.000000 Penalty: 3714.142334
	Iteration 163Q: 3 clusters Score -1.175823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -11758229.000000 Penalty: 3714.142334
	Iteration 164F: 3 clusters Score -1.175823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 17843 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 3308 members 
Mstep: Class 8 contains 104534 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 23533 members 
Mstep: Class 12 contains 101208 members 
Mstep: Class 13 contains 15603 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 68337 members 
Mstep: Class 16 contains 27322 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17983 members 
Mstep: Class 22 contains 113664 members 
Mstep: Class 23 contains 24920 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
Score: -69498696.000000 Penalty: 47263.542969
Splitting cluster 11 changes total score from -69497368.000000 to -69498696.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 12 (101208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101208 members 
Entering Unmasked Estep 
Score: -13001288.000000 Penalty: 1872.801636
	Iteration 0F: 2 clusters Score -1.300129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -12936573.000000 Penalty: 3745.603271
	Iteration 0F: 3 clusters Score -1.293657e+07 nChanged 48080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -12964453.000000 Penalty: 3745.603271
	Iteration 1F: 3 clusters Score -1.296445e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -12965372.000000 Penalty: 3745.603271
	Iteration 2Q: 3 clusters Score -1.296537e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -12966587.000000 Penalty: 3745.603271
	Iteration 3Q: 3 clusters Score -1.296659e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -12968242.000000 Penalty: 3745.603271
	Iteration 4Q: 3 clusters Score -1.296824e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -12970704.000000 Penalty: 3745.603271
	Iteration 5Q: 3 clusters Score -1.29707e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -12974490.000000 Penalty: 3745.603271
	Iteration 6F: 3 clusters Score -1.297449e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -12979746.000000 Penalty: 3745.603271
	Iteration 7F: 3 clusters Score -1.297975e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -12985681.000000 Penalty: 3745.603271
	Iteration 8F: 3 clusters Score -1.298568e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -12989993.000000 Penalty: 3745.603271
	Iteration 9F: 3 clusters Score -1.298999e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -12991876.000000 Penalty: 3745.603271
	Iteration 10Q: 3 clusters Score -1.299188e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -12992796.000000 Penalty: 3745.603271
	Iteration 11Q: 3 clusters Score -1.29928e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -12993402.000000 Penalty: 3745.603271
	Iteration 12Q: 3 clusters Score -1.29934e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -12994018.000000 Penalty: 3745.603271
	Iteration 13Q: 3 clusters Score -1.299402e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -12994787.000000 Penalty: 3745.603271
	Iteration 14Q: 3 clusters Score -1.299479e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -12995647.000000 Penalty: 3745.603271
	Iteration 15Q: 3 clusters Score -1.299565e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -12996470.000000 Penalty: 3745.603271
	Iteration 16Q: 3 clusters Score -1.299647e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -12997487.000000 Penalty: 3745.603271
	Iteration 17Q: 3 clusters Score -1.299749e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -12998251.000000 Penalty: 3745.603271
	Iteration 18Q: 3 clusters Score -1.299825e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -12998771.000000 Penalty: 3745.603271
	Iteration 19Q: 3 clusters Score -1.299877e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -12999251.000000 Penalty: 3745.603271
	Iteration 20F: 3 clusters Score -1.299925e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -12999692.000000 Penalty: 3745.603271
	Iteration 21Q: 3 clusters Score -1.299969e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -12999889.000000 Penalty: 3745.603271
	Iteration 22Q: 3 clusters Score -1.299989e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -13000078.000000 Penalty: 3745.603271
	Iteration 23Q: 3 clusters Score -1.300008e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -13000235.000000 Penalty: 3745.603271
	Iteration 24Q: 3 clusters Score -1.300024e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -13000361.000000 Penalty: 3745.603271
	Iteration 25Q: 3 clusters Score -1.300036e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -13000449.000000 Penalty: 3745.603271
	Iteration 26Q: 3 clusters Score -1.300045e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -13000483.000000 Penalty: 3745.603271
	Iteration 27Q: 3 clusters Score -1.300048e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -13000565.000000 Penalty: 3745.603271
	Iteration 28Q: 3 clusters Score -1.300056e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -13000623.000000 Penalty: 3745.603271
	Iteration 29Q: 3 clusters Score -1.300062e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -13000723.000000 Penalty: 3745.603271
	Iteration 30Q: 3 clusters Score -1.300072e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -13000775.000000 Penalty: 3745.603271
	Iteration 31Q: 3 clusters Score -1.300078e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -13000842.000000 Penalty: 3745.603271
	Iteration 32Q: 3 clusters Score -1.300084e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -13000841.000000 Penalty: 3745.603271
	Iteration 33Q: 3 clusters Score -1.300084e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -13000874.000000 Penalty: 3745.603271
	Iteration 34Q: 3 clusters Score -1.300087e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -13000849.000000 Penalty: 3745.603271
	Iteration 35Q: 3 clusters Score -1.300085e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -13000839.000000 Penalty: 3745.603271
	Iteration 36Q: 3 clusters Score -1.300084e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -13000808.000000 Penalty: 3745.603271
	Iteration 37Q: 3 clusters Score -1.300081e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -13000835.000000 Penalty: 3745.603271
	Iteration 38Q: 3 clusters Score -1.300084e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -13000831.000000 Penalty: 3745.603271
	Iteration 39Q: 3 clusters Score -1.300083e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -13000828.000000 Penalty: 3745.603271
	Iteration 40F: 3 clusters Score -1.300083e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -13000818.000000 Penalty: 3745.603271
	Iteration 41Q: 3 clusters Score -1.300082e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -13000852.000000 Penalty: 3745.603271
	Iteration 42Q: 3 clusters Score -1.300085e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -13000865.000000 Penalty: 3745.603271
	Iteration 43Q: 3 clusters Score -1.300086e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -13000878.000000 Penalty: 3745.603271
	Iteration 44Q: 3 clusters Score -1.300088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -13000877.000000 Penalty: 3745.603271
	Iteration 45Q: 3 clusters Score -1.300088e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -13000893.000000 Penalty: 3745.603271
	Iteration 46Q: 3 clusters Score -1.300089e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -13000893.000000 Penalty: 3745.603271
	Iteration 47Q: 3 clusters Score -1.300089e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -13000876.000000 Penalty: 3745.603271
	Iteration 48Q: 3 clusters Score -1.300088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -13000888.000000 Penalty: 3745.603271
	Iteration 49Q: 3 clusters Score -1.300089e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 72610 members 
Entering Unmasked Estep 
Score: -13000882.000000 Penalty: 3745.603271
	Iteration 50Q: 3 clusters Score -1.300088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -13000866.000000 Penalty: 3745.603271
	Iteration 51Q: 3 clusters Score -1.300087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -13000871.000000 Penalty: 3745.603271
	Iteration 52Q: 3 clusters Score -1.300087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -13000876.000000 Penalty: 3745.603271
	Iteration 53Q: 3 clusters Score -1.300088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -13000879.000000 Penalty: 3745.603271
	Iteration 54Q: 3 clusters Score -1.300088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -13000876.000000 Penalty: 3745.603271
	Iteration 55Q: 3 clusters Score -1.300088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -13000883.000000 Penalty: 3745.603271
	Iteration 56Q: 3 clusters Score -1.300088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -13000874.000000 Penalty: 3745.603271
	Iteration 57Q: 3 clusters Score -1.300087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -13000879.000000 Penalty: 3745.603271
	Iteration 58Q: 3 clusters Score -1.300088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -13000870.000000 Penalty: 3745.603271
	Iteration 59Q: 3 clusters Score -1.300087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -13000881.000000 Penalty: 3745.603271
	Iteration 60F: 3 clusters Score -1.300088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -13000882.000000 Penalty: 3745.603271
	Iteration 61Q: 3 clusters Score -1.300088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -13000882.000000 Penalty: 3745.603271
	Iteration 62Q: 3 clusters Score -1.300088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -13000888.000000 Penalty: 3745.603271
	Iteration 63Q: 3 clusters Score -1.300089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -13000879.000000 Penalty: 3745.603271
	Iteration 64Q: 3 clusters Score -1.300088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -13000887.000000 Penalty: 3745.603271
	Iteration 65Q: 3 clusters Score -1.300089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -13000876.000000 Penalty: 3745.603271
	Iteration 66Q: 3 clusters Score -1.300088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -13000874.000000 Penalty: 3745.603271
	Iteration 67Q: 3 clusters Score -1.300087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 72878 members 
Entering Unmasked Estep 
Score: -13000861.000000 Penalty: 3745.603271
	Iteration 68Q: 3 clusters Score -1.300086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -13000865.000000 Penalty: 3745.603271
	Iteration 69Q: 3 clusters Score -1.300086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -13000865.000000 Penalty: 3745.603271
	Iteration 70Q: 3 clusters Score -1.300086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -13000863.000000 Penalty: 3745.603271
	Iteration 71Q: 3 clusters Score -1.300086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -13000871.000000 Penalty: 3745.603271
	Iteration 72Q: 3 clusters Score -1.300087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -13000884.000000 Penalty: 3745.603271
	Iteration 73Q: 3 clusters Score -1.300088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -13000867.000000 Penalty: 3745.603271
	Iteration 74Q: 3 clusters Score -1.300087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -13000870.000000 Penalty: 3745.603271
	Iteration 75Q: 3 clusters Score -1.300087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -13000880.000000 Penalty: 3745.603271
	Iteration 76Q: 3 clusters Score -1.300088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -13000881.000000 Penalty: 3745.603271
	Iteration 77Q: 3 clusters Score -1.300088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -13000888.000000 Penalty: 3745.603271
	Iteration 78Q: 3 clusters Score -1.300089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -13000885.000000 Penalty: 3745.603271
	Iteration 79Q: 3 clusters Score -1.300088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -13000888.000000 Penalty: 3745.603271
	Iteration 80F: 3 clusters Score -1.300089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -13000900.000000 Penalty: 3745.603271
	Iteration 81Q: 3 clusters Score -1.30009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -13000885.000000 Penalty: 3745.603271
	Iteration 82Q: 3 clusters Score -1.300088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -13000891.000000 Penalty: 3745.603271
	Iteration 83Q: 3 clusters Score -1.300089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -13000887.000000 Penalty: 3745.603271
	Iteration 84Q: 3 clusters Score -1.300089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -13000885.000000 Penalty: 3745.603271
	Iteration 85Q: 3 clusters Score -1.300088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -13000885.000000 Penalty: 3745.603271
	Iteration 86F: 3 clusters Score -1.300088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Entering Unmasked Estep 
Score: -1993854.500000 Penalty: 1568.972900
	Iteration 0F: 2 clusters Score -1993854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1983079.250000 Penalty: 3137.945801
	Iteration 0F: 3 clusters Score -1983079 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1986800.875000 Penalty: 3137.945801
	Iteration 1F: 3 clusters Score -1986801 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1987159.875000 Penalty: 3137.945801
	Iteration 2F: 3 clusters Score -1987160 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1987553.750000 Penalty: 3137.945801
	Iteration 3F: 3 clusters Score -1987554 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1988060.125000 Penalty: 3137.945801
	Iteration 4F: 3 clusters Score -1988060 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1988665.625000 Penalty: 3137.945801
	Iteration 5F: 3 clusters Score -1988666 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1989419.250000 Penalty: 3137.945801
	Iteration 6F: 3 clusters Score -1989419 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1990223.500000 Penalty: 3137.945801
	Iteration 7F: 3 clusters Score -1990224 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1990905.000000 Penalty: 3137.945801
	Iteration 8F: 3 clusters Score -1990905 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1991434.125000 Penalty: 3137.945801
	Iteration 9Q: 3 clusters Score -1991434 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1991820.875000 Penalty: 3137.945801
	Iteration 10Q: 3 clusters Score -1991821 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1992099.000000 Penalty: 3137.945801
	Iteration 11Q: 3 clusters Score -1992099 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1992260.250000 Penalty: 3137.945801
	Iteration 12Q: 3 clusters Score -1992260 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1992370.750000 Penalty: 3137.945801
	Iteration 13Q: 3 clusters Score -1992371 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1992455.000000 Penalty: 3137.945801
	Iteration 14Q: 3 clusters Score -1992455 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1992505.250000 Penalty: 3137.945801
	Iteration 15Q: 3 clusters Score -1992505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1992538.625000 Penalty: 3137.945801
	Iteration 16Q: 3 clusters Score -1992539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1992555.250000 Penalty: 3137.945801
	Iteration 17Q: 3 clusters Score -1992555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1992563.500000 Penalty: 3137.945801
	Iteration 18Q: 3 clusters Score -1992564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1992564.125000 Penalty: 3137.945801
	Iteration 19Q: 3 clusters Score -1992564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1992571.625000 Penalty: 3137.945801
	Iteration 20F: 3 clusters Score -1992572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1992577.500000 Penalty: 3137.945801
	Iteration 21Q: 3 clusters Score -1992578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1992578.625000 Penalty: 3137.945801
	Iteration 22Q: 3 clusters Score -1992579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1992583.250000 Penalty: 3137.945801
	Iteration 23Q: 3 clusters Score -1992583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1992582.750000 Penalty: 3137.945801
	Iteration 24Q: 3 clusters Score -1992583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1992586.250000 Penalty: 3137.945801
	Iteration 25Q: 3 clusters Score -1992586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1992586.000000 Penalty: 3137.945801
	Iteration 26Q: 3 clusters Score -1992586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1992588.625000 Penalty: 3137.945801
	Iteration 27Q: 3 clusters Score -1992589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1992588.625000 Penalty: 3137.945801
	Iteration 28F: 3 clusters Score -1992589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -15631.906250 Penalty: 897.886108
	Iteration 0F: 2 clusters Score -15631.91 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 129 members 
Entering Unmasked Estep 
Score: -15012.031250 Penalty: 1795.772217
	Iteration 0F: 3 clusters Score -15012.03 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15243.240234 Penalty: 1795.772217
	Iteration 1F: 3 clusters Score -15243.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15376.287109 Penalty: 1795.772217
	Iteration 2F: 3 clusters Score -15376.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15489.646484 Penalty: 1795.772217
	Iteration 3Q: 3 clusters Score -15489.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15552.042969 Penalty: 1795.772217
	Iteration 4Q: 3 clusters Score -15552.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15560.468750 Penalty: 1795.772217
	Iteration 5Q: 3 clusters Score -15560.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15564.531250 Penalty: 1795.772217
	Iteration 6Q: 3 clusters Score -15564.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15564.531250 Penalty: 1795.772217
	Iteration 7F: 3 clusters Score -15564.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Entering Unmasked Estep 
Score: -3533284.000000 Penalty: 1660.010254
	Iteration 0F: 2 clusters Score -3533284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3514931.500000 Penalty: 3320.020508
	Iteration 0F: 3 clusters Score -3514932 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3521704.750000 Penalty: 3320.020508
	Iteration 1F: 3 clusters Score -3521705 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3522015.250000 Penalty: 3320.020508
	Iteration 2Q: 3 clusters Score -3522015 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3522298.000000 Penalty: 3320.020508
	Iteration 3Q: 3 clusters Score -3522298 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3522626.500000 Penalty: 3320.020508
	Iteration 4Q: 3 clusters Score -3522626 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3523019.000000 Penalty: 3320.020508
	Iteration 5Q: 3 clusters Score -3523019 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3523557.000000 Penalty: 3320.020508
	Iteration 6Q: 3 clusters Score -3523557 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3524390.500000 Penalty: 3320.020508
	Iteration 7F: 3 clusters Score -3524390 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3525589.750000 Penalty: 3320.020508
	Iteration 8F: 3 clusters Score -3525590 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3527193.000000 Penalty: 3320.020508
	Iteration 9F: 3 clusters Score -3527193 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3528813.000000 Penalty: 3320.020508
	Iteration 10F: 3 clusters Score -3528813 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3530068.750000 Penalty: 3320.020508
	Iteration 11Q: 3 clusters Score -3530069 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3530869.750000 Penalty: 3320.020508
	Iteration 12Q: 3 clusters Score -3530870 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3531280.750000 Penalty: 3320.020508
	Iteration 13Q: 3 clusters Score -3531281 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3531501.500000 Penalty: 3320.020508
	Iteration 14Q: 3 clusters Score -3531502 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3531633.500000 Penalty: 3320.020508
	Iteration 15Q: 3 clusters Score -3531634 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3531715.500000 Penalty: 3320.020508
	Iteration 16Q: 3 clusters Score -3531716 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3531773.750000 Penalty: 3320.020508
	Iteration 17Q: 3 clusters Score -3531774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3531830.500000 Penalty: 3320.020508
	Iteration 18Q: 3 clusters Score -3531830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3531858.000000 Penalty: 3320.020508
	Iteration 19Q: 3 clusters Score -3531858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3531881.750000 Penalty: 3320.020508
	Iteration 20F: 3 clusters Score -3531882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3531900.250000 Penalty: 3320.020508
	Iteration 21Q: 3 clusters Score -3531900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3531912.750000 Penalty: 3320.020508
	Iteration 22Q: 3 clusters Score -3531913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3531920.000000 Penalty: 3320.020508
	Iteration 23Q: 3 clusters Score -3531920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3531921.000000 Penalty: 3320.020508
	Iteration 24Q: 3 clusters Score -3531921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3531934.750000 Penalty: 3320.020508
	Iteration 25Q: 3 clusters Score -3531935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3531932.250000 Penalty: 3320.020508
	Iteration 26Q: 3 clusters Score -3531932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3531933.500000 Penalty: 3320.020508
	Iteration 27Q: 3 clusters Score -3531934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3531931.750000 Penalty: 3320.020508
	Iteration 28Q: 3 clusters Score -3531932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3531933.500000 Penalty: 3320.020508
	Iteration 29Q: 3 clusters Score -3531934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3531937.000000 Penalty: 3320.020508
	Iteration 30Q: 3 clusters Score -3531937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3531935.750000 Penalty: 3320.020508
	Iteration 31Q: 3 clusters Score -3531936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3531938.000000 Penalty: 3320.020508
	Iteration 32Q: 3 clusters Score -3531938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3531941.000000 Penalty: 3320.020508
	Iteration 33Q: 3 clusters Score -3531941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3531940.500000 Penalty: 3320.020508
	Iteration 34Q: 3 clusters Score -3531940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3531940.500000 Penalty: 3320.020508
	Iteration 35F: 3 clusters Score -3531940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -19142.099609 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -19142.1 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 100 members 
Entering Unmasked Estep 
Score: -18516.505859 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -18516.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18771.367188 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -18771.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18883.509766 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -18883.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18961.628906 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -18961.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18975.255859 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -18975.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18976.736328 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -18976.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18976.736328 Penalty: 1746.965454
	Iteration 6F: 3 clusters Score -18976.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -29637.279297 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -29637.28 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 145 members 
Entering Unmasked Estep 
Score: -28859.576172 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -28859.58 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29008.529297 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -29008.53 nChanged 13
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: -29061.775391 Penalty: 1823.078369
	Iteration 2Q: 3 clusters Score -29061.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29085.300781 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -29085.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29096.929688 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -29096.93 nChanged 1
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: -29099.679688 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -29099.68 nChanged 1
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: -29100.082031 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -29100.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29100.830078 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -29100.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29102.841797 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -29102.84 nChanged 1
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: -29103.392578 Penalty: 1823.078369
	Iteration 9Q: 3 clusters Score -29103.39 nChanged 0
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: -29103.392578 Penalty: 1823.078369
	Iteration 10F: 3 clusters Score -29103.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Entering Unmasked Estep 
Score: -2324059.000000 Penalty: 1592.042114
	Iteration 0F: 2 clusters Score -2324059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2311665.750000 Penalty: 3184.084229
	Iteration 0F: 3 clusters Score -2311666 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2316296.250000 Penalty: 3184.084229
	Iteration 1F: 3 clusters Score -2316296 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2316645.500000 Penalty: 3184.084229
	Iteration 2F: 3 clusters Score -2316646 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2316989.250000 Penalty: 3184.084229
	Iteration 3Q: 3 clusters Score -2316989 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2317401.500000 Penalty: 3184.084229
	Iteration 4Q: 3 clusters Score -2317402 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2317882.000000 Penalty: 3184.084229
	Iteration 5Q: 3 clusters Score -2317882 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2318514.250000 Penalty: 3184.084229
	Iteration 6Q: 3 clusters Score -2318514 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2319250.000000 Penalty: 3184.084229
	Iteration 7F: 3 clusters Score -2319250 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2320006.750000 Penalty: 3184.084229
	Iteration 8Q: 3 clusters Score -2320007 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2320699.500000 Penalty: 3184.084229
	Iteration 9Q: 3 clusters Score -2320700 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2321252.000000 Penalty: 3184.084229
	Iteration 10Q: 3 clusters Score -2321252 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2321624.250000 Penalty: 3184.084229
	Iteration 11Q: 3 clusters Score -2321624 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2321861.500000 Penalty: 3184.084229
	Iteration 12Q: 3 clusters Score -2321862 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2322069.500000 Penalty: 3184.084229
	Iteration 13Q: 3 clusters Score -2322070 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2322243.750000 Penalty: 3184.084229
	Iteration 14Q: 3 clusters Score -2322244 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2322378.750000 Penalty: 3184.084229
	Iteration 15Q: 3 clusters Score -2322379 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2322465.500000 Penalty: 3184.084229
	Iteration 16Q: 3 clusters Score -2322466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2322523.500000 Penalty: 3184.084229
	Iteration 17Q: 3 clusters Score -2322524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2322581.000000 Penalty: 3184.084229
	Iteration 18Q: 3 clusters Score -2322581 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2322621.750000 Penalty: 3184.084229
	Iteration 19Q: 3 clusters Score -2322622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2322640.000000 Penalty: 3184.084229
	Iteration 20F: 3 clusters Score -2322640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2322662.000000 Penalty: 3184.084229
	Iteration 21Q: 3 clusters Score -2322662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2322675.750000 Penalty: 3184.084229
	Iteration 22Q: 3 clusters Score -2322676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2322681.000000 Penalty: 3184.084229
	Iteration 23Q: 3 clusters Score -2322681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2322693.000000 Penalty: 3184.084229
	Iteration 24Q: 3 clusters Score -2322693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2322696.750000 Penalty: 3184.084229
	Iteration 25Q: 3 clusters Score -2322697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2322702.000000 Penalty: 3184.084229
	Iteration 26Q: 3 clusters Score -2322702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2322704.750000 Penalty: 3184.084229
	Iteration 27Q: 3 clusters Score -2322705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2322706.000000 Penalty: 3184.084229
	Iteration 28Q: 3 clusters Score -2322706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2322706.000000 Penalty: 3184.084229
	Iteration 29F: 3 clusters Score -2322706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (113664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113664 members 
Entering Unmasked Estep 
Score: -14607725.000000 Penalty: 1891.662720
	Iteration 0F: 2 clusters Score -1.460772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -14535344.000000 Penalty: 3783.325439
	Iteration 0F: 3 clusters Score -1.453534e+07 nChanged 54764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -14567175.000000 Penalty: 3783.325439
	Iteration 1F: 3 clusters Score -1.456718e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -14568023.000000 Penalty: 3783.325439
	Iteration 2Q: 3 clusters Score -1.456802e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -14569034.000000 Penalty: 3783.325439
	Iteration 3Q: 3 clusters Score -1.456903e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -14570516.000000 Penalty: 3783.325439
	Iteration 4Q: 3 clusters Score -1.457052e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -14572626.000000 Penalty: 3783.325439
	Iteration 5Q: 3 clusters Score -1.457263e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -14575697.000000 Penalty: 3783.325439
	Iteration 6Q: 3 clusters Score -1.45757e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -14579850.000000 Penalty: 3783.325439
	Iteration 7F: 3 clusters Score -1.457985e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -14585330.000000 Penalty: 3783.325439
	Iteration 8F: 3 clusters Score -1.458533e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -14590860.000000 Penalty: 3783.325439
	Iteration 9F: 3 clusters Score -1.459086e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -14594980.000000 Penalty: 3783.325439
	Iteration 10F: 3 clusters Score -1.459498e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -14597746.000000 Penalty: 3783.325439
	Iteration 11Q: 3 clusters Score -1.459775e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -14599435.000000 Penalty: 3783.325439
	Iteration 12Q: 3 clusters Score -1.459944e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -14600608.000000 Penalty: 3783.325439
	Iteration 13Q: 3 clusters Score -1.460061e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 98944 members 
Entering Unmasked Estep 
Score: -14601519.000000 Penalty: 3783.325439
	Iteration 14Q: 3 clusters Score -1.460152e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 100862 members 
Entering Unmasked Estep 
Score: -14602316.000000 Penalty: 3783.325439
	Iteration 15Q: 3 clusters Score -1.460232e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 102357 members 
Entering Unmasked Estep 
Score: -14602901.000000 Penalty: 3783.325439
	Iteration 16Q: 3 clusters Score -1.46029e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -14603387.000000 Penalty: 3783.325439
	Iteration 17Q: 3 clusters Score -1.460339e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 104600 members 
Entering Unmasked Estep 
Score: -14603884.000000 Penalty: 3783.325439
	Iteration 18Q: 3 clusters Score -1.460388e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -14604272.000000 Penalty: 3783.325439
	Iteration 19Q: 3 clusters Score -1.460427e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 106186 members 
Entering Unmasked Estep 
Score: -14604564.000000 Penalty: 3783.325439
	Iteration 20F: 3 clusters Score -1.460456e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 106799 members 
Entering Unmasked Estep 
Score: -14604789.000000 Penalty: 3783.325439
	Iteration 21Q: 3 clusters Score -1.460479e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -14604968.000000 Penalty: 3783.325439
	Iteration 22Q: 3 clusters Score -1.460497e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 107791 members 
Entering Unmasked Estep 
Score: -14605148.000000 Penalty: 3783.325439
	Iteration 23Q: 3 clusters Score -1.460515e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 108166 members 
Entering Unmasked Estep 
Score: -14605293.000000 Penalty: 3783.325439
	Iteration 24Q: 3 clusters Score -1.460529e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 108471 members 
Entering Unmasked Estep 
Score: -14605429.000000 Penalty: 3783.325439
	Iteration 25Q: 3 clusters Score -1.460543e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -14605541.000000 Penalty: 3783.325439
	Iteration 26Q: 3 clusters Score -1.460554e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -14605644.000000 Penalty: 3783.325439
	Iteration 27Q: 3 clusters Score -1.460564e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 109205 members 
Entering Unmasked Estep 
Score: -14605727.000000 Penalty: 3783.325439
	Iteration 28Q: 3 clusters Score -1.460573e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -14605771.000000 Penalty: 3783.325439
	Iteration 29Q: 3 clusters Score -1.460577e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 109519 members 
Entering Unmasked Estep 
Score: -14605797.000000 Penalty: 3783.325439
	Iteration 30Q: 3 clusters Score -1.46058e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -14605815.000000 Penalty: 3783.325439
	Iteration 31Q: 3 clusters Score -1.460582e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 109763 members 
Entering Unmasked Estep 
Score: -14605858.000000 Penalty: 3783.325439
	Iteration 32Q: 3 clusters Score -1.460586e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 109844 members 
Entering Unmasked Estep 
Score: -14605864.000000 Penalty: 3783.325439
	Iteration 33Q: 3 clusters Score -1.460586e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 109894 members 
Entering Unmasked Estep 
Score: -14605888.000000 Penalty: 3783.325439
	Iteration 34Q: 3 clusters Score -1.460589e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 109957 members 
Entering Unmasked Estep 
Score: -14605888.000000 Penalty: 3783.325439
	Iteration 35Q: 3 clusters Score -1.460589e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 110047 members 
Entering Unmasked Estep 
Score: -14605918.000000 Penalty: 3783.325439
	Iteration 36Q: 3 clusters Score -1.460592e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -14605981.000000 Penalty: 3783.325439
	Iteration 37Q: 3 clusters Score -1.460598e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 110183 members 
Entering Unmasked Estep 
Score: -14605995.000000 Penalty: 3783.325439
	Iteration 38Q: 3 clusters Score -1.4606e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -14606018.000000 Penalty: 3783.325439
	Iteration 39Q: 3 clusters Score -1.460602e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 110295 members 
Entering Unmasked Estep 
Score: -14606036.000000 Penalty: 3783.325439
	Iteration 40F: 3 clusters Score -1.460604e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -14606063.000000 Penalty: 3783.325439
	Iteration 41Q: 3 clusters Score -1.460606e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 110414 members 
Entering Unmasked Estep 
Score: -14606088.000000 Penalty: 3783.325439
	Iteration 42Q: 3 clusters Score -1.460609e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -14606126.000000 Penalty: 3783.325439
	Iteration 43Q: 3 clusters Score -1.460613e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 110545 members 
Entering Unmasked Estep 
Score: -14606173.000000 Penalty: 3783.325439
	Iteration 44Q: 3 clusters Score -1.460617e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 110614 members 
Entering Unmasked Estep 
Score: -14606185.000000 Penalty: 3783.325439
	Iteration 45Q: 3 clusters Score -1.460618e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 110677 members 
Entering Unmasked Estep 
Score: -14606184.000000 Penalty: 3783.325439
	Iteration 46Q: 3 clusters Score -1.460618e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 110737 members 
Entering Unmasked Estep 
Score: -14606197.000000 Penalty: 3783.325439
	Iteration 47Q: 3 clusters Score -1.46062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -14606210.000000 Penalty: 3783.325439
	Iteration 48Q: 3 clusters Score -1.460621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -14606197.000000 Penalty: 3783.325439
	Iteration 49Q: 3 clusters Score -1.46062e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -14606200.000000 Penalty: 3783.325439
	Iteration 50Q: 3 clusters Score -1.46062e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -14606210.000000 Penalty: 3783.325439
	Iteration 51Q: 3 clusters Score -1.460621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 110877 members 
Entering Unmasked Estep 
Score: -14606199.000000 Penalty: 3783.325439
	Iteration 52Q: 3 clusters Score -1.46062e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -14606194.000000 Penalty: 3783.325439
	Iteration 53Q: 3 clusters Score -1.460619e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -14606191.000000 Penalty: 3783.325439
	Iteration 54Q: 3 clusters Score -1.460619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -14606206.000000 Penalty: 3783.325439
	Iteration 55Q: 3 clusters Score -1.460621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 110953 members 
Entering Unmasked Estep 
Score: -14606220.000000 Penalty: 3783.325439
	Iteration 56Q: 3 clusters Score -1.460622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -14606201.000000 Penalty: 3783.325439
	Iteration 57Q: 3 clusters Score -1.46062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 110979 members 
Entering Unmasked Estep 
Score: -14606211.000000 Penalty: 3783.325439
	Iteration 58Q: 3 clusters Score -1.460621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -14606216.000000 Penalty: 3783.325439
	Iteration 59Q: 3 clusters Score -1.460622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 111007 members 
Entering Unmasked Estep 
Score: -14606233.000000 Penalty: 3783.325439
	Iteration 60F: 3 clusters Score -1.460623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 111018 members 
Entering Unmasked Estep 
Score: -14606239.000000 Penalty: 3783.325439
	Iteration 61Q: 3 clusters Score -1.460624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 111027 members 
Entering Unmasked Estep 
Score: -14606261.000000 Penalty: 3783.325439
	Iteration 62Q: 3 clusters Score -1.460626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 111040 members 
Entering Unmasked Estep 
Score: -14606244.000000 Penalty: 3783.325439
	Iteration 63Q: 3 clusters Score -1.460624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 111048 members 
Entering Unmasked Estep 
Score: -14606248.000000 Penalty: 3783.325439
	Iteration 64Q: 3 clusters Score -1.460625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -14606254.000000 Penalty: 3783.325439
	Iteration 65Q: 3 clusters Score -1.460625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -14606255.000000 Penalty: 3783.325439
	Iteration 66Q: 3 clusters Score -1.460626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -14606265.000000 Penalty: 3783.325439
	Iteration 67Q: 3 clusters Score -1.460626e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 111138 members 
Entering Unmasked Estep 
Score: -14606267.000000 Penalty: 3783.325439
	Iteration 68Q: 3 clusters Score -1.460627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -14606276.000000 Penalty: 3783.325439
	Iteration 69Q: 3 clusters Score -1.460628e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 111194 members 
Entering Unmasked Estep 
Score: -14606283.000000 Penalty: 3783.325439
	Iteration 70Q: 3 clusters Score -1.460628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 111214 members 
Entering Unmasked Estep 
Score: -14606285.000000 Penalty: 3783.325439
	Iteration 71Q: 3 clusters Score -1.460628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 111224 members 
Entering Unmasked Estep 
Score: -14606291.000000 Penalty: 3783.325439
	Iteration 72Q: 3 clusters Score -1.460629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 111233 members 
Entering Unmasked Estep 
Score: -14606303.000000 Penalty: 3783.325439
	Iteration 73Q: 3 clusters Score -1.46063e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 111247 members 
Entering Unmasked Estep 
Score: -14606326.000000 Penalty: 3783.325439
	Iteration 74Q: 3 clusters Score -1.460633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -14606326.000000 Penalty: 3783.325439
	Iteration 75Q: 3 clusters Score -1.460633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -14606319.000000 Penalty: 3783.325439
	Iteration 76Q: 3 clusters Score -1.460632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 111282 members 
Entering Unmasked Estep 
Score: -14606308.000000 Penalty: 3783.325439
	Iteration 77Q: 3 clusters Score -1.460631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -14606319.000000 Penalty: 3783.325439
	Iteration 78Q: 3 clusters Score -1.460632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -14606334.000000 Penalty: 3783.325439
	Iteration 79Q: 3 clusters Score -1.460633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 111310 members 
Entering Unmasked Estep 
Score: -14606332.000000 Penalty: 3783.325439
	Iteration 80F: 3 clusters Score -1.460633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 111313 members 
Entering Unmasked Estep 
Score: -14606325.000000 Penalty: 3783.325439
	Iteration 81Q: 3 clusters Score -1.460632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 111318 members 
Entering Unmasked Estep 
Score: -14606330.000000 Penalty: 3783.325439
	Iteration 82Q: 3 clusters Score -1.460633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 111325 members 
Entering Unmasked Estep 
Score: -14606330.000000 Penalty: 3783.325439
	Iteration 83Q: 3 clusters Score -1.460633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 111331 members 
Entering Unmasked Estep 
Score: -14606329.000000 Penalty: 3783.325439
	Iteration 84Q: 3 clusters Score -1.460633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 111338 members 
Entering Unmasked Estep 
Score: -14606346.000000 Penalty: 3783.325439
	Iteration 85Q: 3 clusters Score -1.460635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 111345 members 
Entering Unmasked Estep 
Score: -14606346.000000 Penalty: 3783.325439
	Iteration 86Q: 3 clusters Score -1.460635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 111348 members 
Entering Unmasked Estep 
Score: -14606354.000000 Penalty: 3783.325439
	Iteration 87Q: 3 clusters Score -1.460635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -14606358.000000 Penalty: 3783.325439
	Iteration 88Q: 3 clusters Score -1.460636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 111363 members 
Entering Unmasked Estep 
Score: -14606356.000000 Penalty: 3783.325439
	Iteration 89Q: 3 clusters Score -1.460636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -14606352.000000 Penalty: 3783.325439
	Iteration 90Q: 3 clusters Score -1.460635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 111372 members 
Entering Unmasked Estep 
Score: -14606349.000000 Penalty: 3783.325439
	Iteration 91Q: 3 clusters Score -1.460635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 111374 members 
Entering Unmasked Estep 
Score: -14606352.000000 Penalty: 3783.325439
	Iteration 92Q: 3 clusters Score -1.460635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 111378 members 
Entering Unmasked Estep 
Score: -14606348.000000 Penalty: 3783.325439
	Iteration 93Q: 3 clusters Score -1.460635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 111383 members 
Entering Unmasked Estep 
Score: -14606352.000000 Penalty: 3783.325439
	Iteration 94Q: 3 clusters Score -1.460635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 111390 members 
Entering Unmasked Estep 
Score: -14606344.000000 Penalty: 3783.325439
	Iteration 95Q: 3 clusters Score -1.460634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 111397 members 
Entering Unmasked Estep 
Score: -14606356.000000 Penalty: 3783.325439
	Iteration 96Q: 3 clusters Score -1.460636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -14606353.000000 Penalty: 3783.325439
	Iteration 97Q: 3 clusters Score -1.460635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 111397 members 
Entering Unmasked Estep 
Score: -14606359.000000 Penalty: 3783.325439
	Iteration 98Q: 3 clusters Score -1.460636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -14606357.000000 Penalty: 3783.325439
	Iteration 99Q: 3 clusters Score -1.460636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -14606357.000000 Penalty: 3783.325439
	Iteration 100F: 3 clusters Score -1.460636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Entering Unmasked Estep 
Score: -3217164.500000 Penalty: 1645.056763
	Iteration 0F: 2 clusters Score -3217164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3200327.250000 Penalty: 3290.113525
	Iteration 0F: 3 clusters Score -3200327 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3206511.750000 Penalty: 3290.113525
	Iteration 1F: 3 clusters Score -3206512 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3206883.750000 Penalty: 3290.113525
	Iteration 2Q: 3 clusters Score -3206884 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3207230.750000 Penalty: 3290.113525
	Iteration 3Q: 3 clusters Score -3207231 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3207633.500000 Penalty: 3290.113525
	Iteration 4Q: 3 clusters Score -3207634 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3208178.250000 Penalty: 3290.113525
	Iteration 5Q: 3 clusters Score -3208178 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3209014.250000 Penalty: 3290.113525
	Iteration 6F: 3 clusters Score -3209014 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3210234.000000 Penalty: 3290.113525
	Iteration 7F: 3 clusters Score -3210234 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3211886.500000 Penalty: 3290.113525
	Iteration 8F: 3 clusters Score -3211886 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3213591.250000 Penalty: 3290.113525
	Iteration 9F: 3 clusters Score -3213591 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3214651.500000 Penalty: 3290.113525
	Iteration 10Q: 3 clusters Score -3214652 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3215008.250000 Penalty: 3290.113525
	Iteration 11Q: 3 clusters Score -3215008 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3215133.000000 Penalty: 3290.113525
	Iteration 12Q: 3 clusters Score -3215133 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3215203.750000 Penalty: 3290.113525
	Iteration 13Q: 3 clusters Score -3215204 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3215263.000000 Penalty: 3290.113525
	Iteration 14Q: 3 clusters Score -3215263 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3215313.250000 Penalty: 3290.113525
	Iteration 15Q: 3 clusters Score -3215313 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3215350.750000 Penalty: 3290.113525
	Iteration 16Q: 3 clusters Score -3215351 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3215391.500000 Penalty: 3290.113525
	Iteration 17Q: 3 clusters Score -3215392 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3215431.750000 Penalty: 3290.113525
	Iteration 18Q: 3 clusters Score -3215432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3215459.000000 Penalty: 3290.113525
	Iteration 19Q: 3 clusters Score -3215459 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3215486.750000 Penalty: 3290.113525
	Iteration 20F: 3 clusters Score -3215487 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -3215535.500000 Penalty: 3290.113525
	Iteration 21Q: 3 clusters Score -3215536 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3215554.500000 Penalty: 3290.113525
	Iteration 22Q: 3 clusters Score -3215554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3215568.500000 Penalty: 3290.113525
	Iteration 23Q: 3 clusters Score -3215568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3215591.500000 Penalty: 3290.113525
	Iteration 24Q: 3 clusters Score -3215592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3215610.500000 Penalty: 3290.113525
	Iteration 25Q: 3 clusters Score -3215610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3215619.000000 Penalty: 3290.113525
	Iteration 26Q: 3 clusters Score -3215619 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3215637.250000 Penalty: 3290.113525
	Iteration 27Q: 3 clusters Score -3215637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3215649.250000 Penalty: 3290.113525
	Iteration 28Q: 3 clusters Score -3215649 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3215669.250000 Penalty: 3290.113525
	Iteration 29Q: 3 clusters Score -3215669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3215688.500000 Penalty: 3290.113525
	Iteration 30Q: 3 clusters Score -3215688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3215695.500000 Penalty: 3290.113525
	Iteration 31Q: 3 clusters Score -3215696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3215705.500000 Penalty: 3290.113525
	Iteration 32Q: 3 clusters Score -3215706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3215715.250000 Penalty: 3290.113525
	Iteration 33Q: 3 clusters Score -3215715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3215724.000000 Penalty: 3290.113525
	Iteration 34Q: 3 clusters Score -3215724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3215737.750000 Penalty: 3290.113525
	Iteration 35Q: 3 clusters Score -3215738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3215749.750000 Penalty: 3290.113525
	Iteration 36Q: 3 clusters Score -3215750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3215753.250000 Penalty: 3290.113525
	Iteration 37Q: 3 clusters Score -3215753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3215769.000000 Penalty: 3290.113525
	Iteration 38Q: 3 clusters Score -3215769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3215779.500000 Penalty: 3290.113525
	Iteration 39Q: 3 clusters Score -3215780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3215786.000000 Penalty: 3290.113525
	Iteration 40F: 3 clusters Score -3215786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3215793.500000 Penalty: 3290.113525
	Iteration 41Q: 3 clusters Score -3215794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3215799.000000 Penalty: 3290.113525
	Iteration 42Q: 3 clusters Score -3215799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3215804.750000 Penalty: 3290.113525
	Iteration 43Q: 3 clusters Score -3215805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3215806.750000 Penalty: 3290.113525
	Iteration 44Q: 3 clusters Score -3215807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3215816.000000 Penalty: 3290.113525
	Iteration 45Q: 3 clusters Score -3215816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3215810.750000 Penalty: 3290.113525
	Iteration 46Q: 3 clusters Score -3215811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3215813.500000 Penalty: 3290.113525
	Iteration 47Q: 3 clusters Score -3215814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3215816.250000 Penalty: 3290.113525
	Iteration 48Q: 3 clusters Score -3215816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3215814.750000 Penalty: 3290.113525
	Iteration 49Q: 3 clusters Score -3215815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3215816.250000 Penalty: 3290.113525
	Iteration 50Q: 3 clusters Score -3215816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3215823.000000 Penalty: 3290.113525
	Iteration 51Q: 3 clusters Score -3215823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3215825.250000 Penalty: 3290.113525
	Iteration 52Q: 3 clusters Score -3215825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3215827.500000 Penalty: 3290.113525
	Iteration 53Q: 3 clusters Score -3215828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3215831.500000 Penalty: 3290.113525
	Iteration 54Q: 3 clusters Score -3215832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3215825.250000 Penalty: 3290.113525
	Iteration 55Q: 3 clusters Score -3215825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3215822.250000 Penalty: 3290.113525
	Iteration 56Q: 3 clusters Score -3215822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3215828.750000 Penalty: 3290.113525
	Iteration 57Q: 3 clusters Score -3215829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3215831.500000 Penalty: 3290.113525
	Iteration 58Q: 3 clusters Score -3215832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3215831.500000 Penalty: 3290.113525
	Iteration 59F: 3 clusters Score -3215832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -31055.064453 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -31055.06 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 162 members 
Entering Unmasked Estep 
Score: -30232.761719 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -30232.76 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30461.236328 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -30461.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30574.091797 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -30574.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30621.437500 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -30621.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30644.380859 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -30644.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30653.304688 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -30653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30656.138672 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -30656.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30656.138672 Penalty: 1849.366821
	Iteration 7F: 3 clusters Score -30656.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 17843 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 3308 members 
Mstep: Class 8 contains 104534 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 23533 members 
Mstep: Class 12 contains 101208 members 
Mstep: Class 13 contains 15603 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 16 contains 27322 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 17983 members 
Mstep: Class 22 contains 113664 members 
Mstep: Class 23 contains 24920 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69502304.000000 Penalty: 47263.542969
Iteration 79Q: 23 clusters Score -6.95023e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 18236 members 
Mstep: Class 4 contains 176 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 3230 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104638 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 23460 members 
Mstep: Class 12 contains 101336 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 65637 members 
Mstep: Class 16 contains 27619 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 21 contains 18190 members 
Mstep: Class 22 contains 114822 members 
Mstep: Class 23 contains 25520 members 
Mstep: Class 24 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69504488.000000 Penalty: 47263.542969
Iteration 80F: 23 clusters Score -6.950449e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 18516 members 
Mstep: Class 4 contains 188 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104723 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 23248 members 
Mstep: Class 12 contains 101205 members 
Mstep: Class 13 contains 15564 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 64429 members 
Mstep: Class 16 contains 27802 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 21 contains 18381 members 
Mstep: Class 22 contains 115265 members 
Mstep: Class 23 contains 25993 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69505328.000000 Penalty: 47263.542969
Iteration 81Q: 23 clusters Score -6.950533e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 18783 members 
Mstep: Class 4 contains 191 members 
Mstep: Class 5 contains 3548 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104755 members 
Mstep: Class 9 contains 335 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 23124 members 
Mstep: Class 12 contains 101101 members 
Mstep: Class 13 contains 15568 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 63401 members 
Mstep: Class 16 contains 27910 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 18589 members 
Mstep: Class 22 contains 115524 members 
Mstep: Class 23 contains 26446 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69505600.000000 Penalty: 47263.542969
Iteration 82Q: 23 clusters Score -6.95056e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 19014 members 
Mstep: Class 4 contains 191 members 
Mstep: Class 5 contains 3525 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104769 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 23078 members 
Mstep: Class 12 contains 100995 members 
Mstep: Class 13 contains 15568 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 62600 members 
Mstep: Class 16 contains 28019 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 18733 members 
Mstep: Class 22 contains 115595 members 
Mstep: Class 23 contains 26919 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69505824.000000 Penalty: 47263.542969
Iteration 83Q: 23 clusters Score -6.950582e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 19196 members 
Mstep: Class 4 contains 191 members 
Mstep: Class 5 contains 3510 members 
Mstep: Class 6 contains 3279 members 
Mstep: Class 7 contains 3311 members 
Mstep: Class 8 contains 104801 members 
Mstep: Class 9 contains 332 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 23095 members 
Mstep: Class 12 contains 100850 members 
Mstep: Class 13 contains 15571 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 61961 members 
Mstep: Class 16 contains 28105 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 18907 members 
Mstep: Class 22 contains 115536 members 
Mstep: Class 23 contains 27331 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506224.000000 Penalty: 47263.542969
Iteration 84Q: 23 clusters Score -6.950622e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 19353 members 
Mstep: Class 4 contains 191 members 
Mstep: Class 5 contains 3495 members 
Mstep: Class 6 contains 3285 members 
Mstep: Class 7 contains 3311 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 332 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 23144 members 
Mstep: Class 12 contains 100736 members 
Mstep: Class 13 contains 15566 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 61452 members 
Mstep: Class 16 contains 28158 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 19066 members 
Mstep: Class 22 contains 115436 members 
Mstep: Class 23 contains 27727 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506528.000000 Penalty: 47263.542969
Iteration 85Q: 23 clusters Score -6.950653e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 19496 members 
Mstep: Class 4 contains 191 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 3311 members 
Mstep: Class 8 contains 104685 members 
Mstep: Class 9 contains 332 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 23251 members 
Mstep: Class 12 contains 100590 members 
Mstep: Class 13 contains 15561 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 61060 members 
Mstep: Class 16 contains 28201 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 19197 members 
Mstep: Class 22 contains 115306 members 
Mstep: Class 23 contains 28105 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506376.000000 Penalty: 47263.542969
Iteration 86Q: 23 clusters Score -6.950638e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 19581 members 
Mstep: Class 4 contains 191 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 3310 members 
Mstep: Class 8 contains 104631 members 
Mstep: Class 9 contains 332 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 11 contains 23372 members 
Mstep: Class 12 contains 100390 members 
Mstep: Class 13 contains 15563 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 60702 members 
Mstep: Class 16 contains 28248 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 19333 members 
Mstep: Class 22 contains 115170 members 
Mstep: Class 23 contains 28492 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506496.000000 Penalty: 47263.542969
Iteration 87Q: 23 clusters Score -6.95065e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 19648 members 
Mstep: Class 4 contains 191 members 
Mstep: Class 5 contains 3465 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104570 members 
Mstep: Class 9 contains 332 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 11 contains 23488 members 
Mstep: Class 12 contains 100146 members 
Mstep: Class 13 contains 15571 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 60406 members 
Mstep: Class 16 contains 28271 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 19470 members 
Mstep: Class 22 contains 115093 members 
Mstep: Class 23 contains 28858 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506464.000000 Penalty: 47263.542969
Iteration 88Q: 23 clusters Score -6.950646e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 19719 members 
Mstep: Class 4 contains 191 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 3372 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104588 members 
Mstep: Class 9 contains 332 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 23584 members 
Mstep: Class 12 contains 99842 members 
Mstep: Class 13 contains 15572 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 60189 members 
Mstep: Class 16 contains 28300 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 19590 members 
Mstep: Class 22 contains 114963 members 
Mstep: Class 23 contains 29202 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506616.000000 Penalty: 47263.542969
Iteration 89Q: 23 clusters Score -6.950662e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 19773 members 
Mstep: Class 4 contains 191 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104613 members 
Mstep: Class 9 contains 332 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 11 contains 23640 members 
Mstep: Class 12 contains 99538 members 
Mstep: Class 13 contains 15574 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 59987 members 
Mstep: Class 16 contains 28331 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 114853 members 
Mstep: Class 23 contains 29560 members 
Mstep: Class 24 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506736.000000 Penalty: 47263.542969
Iteration 90Q: 23 clusters Score -6.950674e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 19817 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104622 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 23764 members 
Mstep: Class 12 contains 99189 members 
Mstep: Class 13 contains 15567 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 59852 members 
Mstep: Class 16 contains 28349 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 19799 members 
Mstep: Class 22 contains 114724 members 
Mstep: Class 23 contains 29911 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506776.000000 Penalty: 47263.542969
Iteration 91Q: 23 clusters Score -6.950678e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 19870 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 3412 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104684 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 23885 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 15564 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 59737 members 
Mstep: Class 16 contains 28353 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 19892 members 
Mstep: Class 22 contains 114576 members 
Mstep: Class 23 contains 30241 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506680.000000 Penalty: 47263.542969
Iteration 92Q: 23 clusters Score -6.950668e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 19933 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 3424 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104711 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 2468 members 
Mstep: Class 11 contains 24022 members 
Mstep: Class 12 contains 98384 members 
Mstep: Class 13 contains 15559 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 59634 members 
Mstep: Class 16 contains 28367 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 19998 members 
Mstep: Class 22 contains 114465 members 
Mstep: Class 23 contains 30549 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506792.000000 Penalty: 47263.542969
Iteration 93Q: 23 clusters Score -6.950679e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 19992 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 3446 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 104735 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 24210 members 
Mstep: Class 12 contains 97978 members 
Mstep: Class 13 contains 15553 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 59551 members 
Mstep: Class 16 contains 28368 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 20094 members 
Mstep: Class 22 contains 114287 members 
Mstep: Class 23 contains 30885 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506800.000000 Penalty: 47263.542969
Iteration 94Q: 23 clusters Score -6.95068e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 20041 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 3310 members 
Mstep: Class 8 contains 104766 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 97522 members 
Mstep: Class 13 contains 15539 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 59472 members 
Mstep: Class 16 contains 28374 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 20206 members 
Mstep: Class 22 contains 114081 members 
Mstep: Class 23 contains 31236 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69506816.000000 Penalty: 47263.542969
Iteration 95Q: 23 clusters Score -6.950682e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3481 members 
Mstep: Class 7 contains 3310 members 
Mstep: Class 8 contains 104875 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 24633 members 
Mstep: Class 12 contains 96986 members 
Mstep: Class 13 contains 15524 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 59405 members 
Mstep: Class 16 contains 28377 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 20333 members 
Mstep: Class 22 contains 113820 members 
Mstep: Class 23 contains 31614 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69507040.000000 Penalty: 47263.542969
Iteration 96Q: 23 clusters Score -6.950704e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 20107 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 105002 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 24853 members 
Mstep: Class 12 contains 96393 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 59338 members 
Mstep: Class 16 contains 28387 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 20466 members 
Mstep: Class 22 contains 113569 members 
Mstep: Class 23 contains 32038 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69507096.000000 Penalty: 47263.542969
Iteration 97Q: 23 clusters Score -6.95071e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 899 members 
Mstep: Class 3 contains 20124 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 3531 members 
Mstep: Class 7 contains 3308 members 
Mstep: Class 8 contains 105114 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 2616 members 
Mstep: Class 11 contains 25124 members 
Mstep: Class 12 contains 95654 members 
Mstep: Class 13 contains 15485 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 59269 members 
Mstep: Class 16 contains 28405 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 20620 members 
Mstep: Class 22 contains 113407 members 
Mstep: Class 23 contains 32454 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69507328.000000 Penalty: 47263.542969
Iteration 98Q: 23 clusters Score -6.950733e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 20148 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 3334 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 105222 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 25447 members 
Mstep: Class 12 contains 94820 members 
Mstep: Class 13 contains 15468 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 59198 members 
Mstep: Class 16 contains 28450 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 20765 members 
Mstep: Class 22 contains 113243 members 
Mstep: Class 23 contains 32861 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69507408.000000 Penalty: 47263.542969
Iteration 99Q: 23 clusters Score -6.950741e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 20163 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 3323 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 3306 members 
Mstep: Class 8 contains 105288 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 25814 members 
Mstep: Class 12 contains 93973 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 59135 members 
Mstep: Class 16 contains 28502 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 20921 members 
Mstep: Class 22 contains 113072 members 
Mstep: Class 23 contains 33257 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69507480.000000 Penalty: 47263.542969
Iteration 100F: 23 clusters Score -6.950748e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 20178 members 
Mstep: Class 4 contains 194 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 3606 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 105248 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 26251 members 
Mstep: Class 12 contains 93128 members 
Mstep: Class 13 contains 15424 members 
Mstep: Class 14 contains 247 members 
Mstep: Class 15 contains 59067 members 
Mstep: Class 16 contains 28528 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 21059 members 
Mstep: Class 22 contains 112938 members 
Mstep: Class 23 contains 33676 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69507976.000000 Penalty: 47263.542969
Iteration 101Q: 23 clusters Score -6.950798e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 20206 members 
Mstep: Class 4 contains 196 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 105208 members 
Mstep: Class 9 contains 335 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 26717 members 
Mstep: Class 12 contains 92212 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 246 members 
Mstep: Class 15 contains 59006 members 
Mstep: Class 16 contains 28560 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 21203 members 
Mstep: Class 22 contains 112816 members 
Mstep: Class 23 contains 34091 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69508048.000000 Penalty: 47263.542969
Iteration 102Q: 23 clusters Score -6.950805e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 20248 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 105270 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 3064 members 
Mstep: Class 11 contains 27166 members 
Mstep: Class 12 contains 91185 members 
Mstep: Class 13 contains 15389 members 
Mstep: Class 14 contains 246 members 
Mstep: Class 15 contains 58929 members 
Mstep: Class 16 contains 28578 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 21366 members 
Mstep: Class 22 contains 112770 members 
Mstep: Class 23 contains 34464 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69508312.000000 Penalty: 47263.542969
Iteration 103Q: 23 clusters Score -6.950831e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 20273 members 
Mstep: Class 4 contains 197 members 
Mstep: Class 5 contains 3277 members 
Mstep: Class 6 contains 3657 members 
Mstep: Class 7 contains 3291 members 
Mstep: Class 8 contains 105336 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 27694 members 
Mstep: Class 12 contains 90075 members 
Mstep: Class 13 contains 15380 members 
Mstep: Class 14 contains 248 members 
Mstep: Class 15 contains 58872 members 
Mstep: Class 16 contains 28567 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 21538 members 
Mstep: Class 22 contains 112736 members 
Mstep: Class 23 contains 34849 members 
Mstep: Class 24 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69508552.000000 Penalty: 47263.542969
Iteration 104Q: 23 clusters Score -6.950855e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 20304 members 
Mstep: Class 4 contains 196 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 3679 members 
Mstep: Class 7 contains 3287 members 
Mstep: Class 8 contains 105368 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 3260 members 
Mstep: Class 11 contains 28293 members 
Mstep: Class 12 contains 88919 members 
Mstep: Class 13 contains 15382 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58828 members 
Mstep: Class 16 contains 28539 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 21711 members 
Mstep: Class 22 contains 112712 members 
Mstep: Class 23 contains 35225 members 
Mstep: Class 24 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69508864.000000 Penalty: 47263.542969
Iteration 105Q: 23 clusters Score -6.950886e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 900 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 196 members 
Mstep: Class 5 contains 3259 members 
Mstep: Class 6 contains 3701 members 
Mstep: Class 7 contains 3283 members 
Mstep: Class 8 contains 105444 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 28939 members 
Mstep: Class 12 contains 87738 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58793 members 
Mstep: Class 16 contains 28479 members 
Mstep: Class 17 contains 214 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 21876 members 
Mstep: Class 22 contains 112662 members 
Mstep: Class 23 contains 35585 members 
Mstep: Class 24 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69509296.000000 Penalty: 47263.542969
Iteration 106Q: 23 clusters Score -6.95093e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 20356 members 
Mstep: Class 4 contains 196 members 
Mstep: Class 5 contains 3249 members 
Mstep: Class 6 contains 3733 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 8 contains 105540 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 3544 members 
Mstep: Class 11 contains 29729 members 
Mstep: Class 12 contains 86433 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58761 members 
Mstep: Class 16 contains 28385 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 22040 members 
Mstep: Class 22 contains 112606 members 
Mstep: Class 23 contains 35922 members 
Mstep: Class 24 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69509408.000000 Penalty: 47263.542969
Iteration 107Q: 23 clusters Score -6.950941e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 20381 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 8 contains 105540 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 30561 members 
Mstep: Class 12 contains 85135 members 
Mstep: Class 13 contains 15374 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58730 members 
Mstep: Class 16 contains 28267 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 22207 members 
Mstep: Class 22 contains 112548 members 
Mstep: Class 23 contains 36295 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69509776.000000 Penalty: 47263.542969
Iteration 108Q: 23 clusters Score -6.950978e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3263 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 105468 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 3899 members 
Mstep: Class 11 contains 31434 members 
Mstep: Class 12 contains 83850 members 
Mstep: Class 13 contains 15358 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58683 members 
Mstep: Class 16 contains 28117 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 22396 members 
Mstep: Class 22 contains 112512 members 
Mstep: Class 23 contains 36692 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69510344.000000 Penalty: 47263.542969
Iteration 109Q: 23 clusters Score -6.951034e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 20425 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 8 contains 105421 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 32347 members 
Mstep: Class 12 contains 82567 members 
Mstep: Class 13 contains 15358 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58637 members 
Mstep: Class 16 contains 27961 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 22597 members 
Mstep: Class 22 contains 112420 members 
Mstep: Class 23 contains 37113 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69511256.000000 Penalty: 47263.542969
Iteration 110Q: 23 clusters Score -6.951126e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 3802 members 
Mstep: Class 7 contains 3268 members 
Mstep: Class 8 contains 105429 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4187 members 
Mstep: Class 11 contains 33311 members 
Mstep: Class 12 contains 81246 members 
Mstep: Class 13 contains 15348 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58570 members 
Mstep: Class 16 contains 27784 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 22809 members 
Mstep: Class 22 contains 112282 members 
Mstep: Class 23 contains 37547 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69511808.000000 Penalty: 47263.542969
Iteration 111Q: 23 clusters Score -6.951181e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 20447 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 3261 members 
Mstep: Class 8 contains 105512 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4345 members 
Mstep: Class 11 contains 34196 members 
Mstep: Class 12 contains 79946 members 
Mstep: Class 13 contains 15330 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58508 members 
Mstep: Class 16 contains 27589 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 23015 members 
Mstep: Class 22 contains 112095 members 
Mstep: Class 23 contains 38042 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69512616.000000 Penalty: 47263.542969
Iteration 112Q: 23 clusters Score -6.951262e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 20439 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3302 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 3251 members 
Mstep: Class 8 contains 105455 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 11 contains 35078 members 
Mstep: Class 12 contains 78840 members 
Mstep: Class 13 contains 15318 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58457 members 
Mstep: Class 16 contains 27350 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 23202 members 
Mstep: Class 22 contains 111915 members 
Mstep: Class 23 contains 38518 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69513576.000000 Penalty: 47263.542969
Iteration 113Q: 23 clusters Score -6.951358e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3333 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 3242 members 
Mstep: Class 8 contains 105382 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 35967 members 
Mstep: Class 12 contains 77824 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58406 members 
Mstep: Class 16 contains 27101 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 23368 members 
Mstep: Class 22 contains 111695 members 
Mstep: Class 23 contains 38987 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69514256.000000 Penalty: 47263.542969
Iteration 114Q: 23 clusters Score -6.951426e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 20379 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 3881 members 
Mstep: Class 7 contains 3235 members 
Mstep: Class 8 contains 105215 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4802 members 
Mstep: Class 11 contains 36828 members 
Mstep: Class 12 contains 77006 members 
Mstep: Class 13 contains 15293 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58361 members 
Mstep: Class 16 contains 26836 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 23532 members 
Mstep: Class 22 contains 111462 members 
Mstep: Class 23 contains 39446 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69514760.000000 Penalty: 47263.542969
Iteration 115Q: 23 clusters Score -6.951476e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 20344 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3341 members 
Mstep: Class 6 contains 3890 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 8 contains 105001 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 37700 members 
Mstep: Class 12 contains 76309 members 
Mstep: Class 13 contains 15276 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58327 members 
Mstep: Class 16 contains 26571 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 23667 members 
Mstep: Class 22 contains 111259 members 
Mstep: Class 23 contains 39860 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69515048.000000 Penalty: 47263.542969
Iteration 116Q: 23 clusters Score -6.951505e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 20319 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3343 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 3211 members 
Mstep: Class 8 contains 104769 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 38454 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 15251 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58281 members 
Mstep: Class 16 contains 26291 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 23794 members 
Mstep: Class 22 contains 111055 members 
Mstep: Class 23 contains 40261 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69515408.000000 Penalty: 47263.542969
Iteration 117Q: 23 clusters Score -6.951541e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 20291 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3343 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 104526 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5176 members 
Mstep: Class 11 contains 39213 members 
Mstep: Class 12 contains 75241 members 
Mstep: Class 13 contains 15212 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58235 members 
Mstep: Class 16 contains 26026 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 110809 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 23 clusters Score -6.951598e+07 nChanged 2799
Entering ConstructFrom: 
Score: -69515984.000000 Penalty: 47263.542969
Entering ConstructFrom: 
Trying to split cluster 1 (19215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Entering Unmasked Estep 
Score: -2424908.750000 Penalty: 1602.810059
	Iteration 0F: 2 clusters Score -2424909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2411844.500000 Penalty: 3205.620117
	Iteration 0F: 3 clusters Score -2411844 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2416434.000000 Penalty: 3205.620117
	Iteration 1F: 3 clusters Score -2416434 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2416716.750000 Penalty: 3205.620117
	Iteration 2Q: 3 clusters Score -2416717 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2416985.500000 Penalty: 3205.620117
	Iteration 3Q: 3 clusters Score -2416986 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2417219.000000 Penalty: 3205.620117
	Iteration 4Q: 3 clusters Score -2417219 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2417438.000000 Penalty: 3205.620117
	Iteration 5Q: 3 clusters Score -2417438 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2417642.500000 Penalty: 3205.620117
	Iteration 6Q: 3 clusters Score -2417642 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2417833.500000 Penalty: 3205.620117
	Iteration 7Q: 3 clusters Score -2417834 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2418009.750000 Penalty: 3205.620117
	Iteration 8Q: 3 clusters Score -2418010 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2418192.000000 Penalty: 3205.620117
	Iteration 9Q: 3 clusters Score -2418192 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2418370.750000 Penalty: 3205.620117
	Iteration 10Q: 3 clusters Score -2418371 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2418584.750000 Penalty: 3205.620117
	Iteration 11Q: 3 clusters Score -2418585 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2418819.750000 Penalty: 3205.620117
	Iteration 12Q: 3 clusters Score -2418820 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2419128.000000 Penalty: 3205.620117
	Iteration 13Q: 3 clusters Score -2419128 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2419508.750000 Penalty: 3205.620117
	Iteration 14Q: 3 clusters Score -2419509 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2420053.000000 Penalty: 3205.620117
	Iteration 15Q: 3 clusters Score -2420053 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2420805.000000 Penalty: 3205.620117
	Iteration 16F: 3 clusters Score -2420805 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2421621.250000 Penalty: 3205.620117
	Iteration 17F: 3 clusters Score -2421621 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2422280.750000 Penalty: 3205.620117
	Iteration 18Q: 3 clusters Score -2422281 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2422650.000000 Penalty: 3205.620117
	Iteration 19Q: 3 clusters Score -2422650 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2422934.500000 Penalty: 3205.620117
	Iteration 20F: 3 clusters Score -2422934 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2423133.750000 Penalty: 3205.620117
	Iteration 21Q: 3 clusters Score -2423134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2423263.750000 Penalty: 3205.620117
	Iteration 22Q: 3 clusters Score -2423264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2423368.500000 Penalty: 3205.620117
	Iteration 23Q: 3 clusters Score -2423368 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2423438.750000 Penalty: 3205.620117
	Iteration 24Q: 3 clusters Score -2423439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2423512.250000 Penalty: 3205.620117
	Iteration 25Q: 3 clusters Score -2423512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2423587.750000 Penalty: 3205.620117
	Iteration 26Q: 3 clusters Score -2423588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2423650.750000 Penalty: 3205.620117
	Iteration 27Q: 3 clusters Score -2423651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2423676.750000 Penalty: 3205.620117
	Iteration 28Q: 3 clusters Score -2423677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2423693.000000 Penalty: 3205.620117
	Iteration 29Q: 3 clusters Score -2423693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2423697.000000 Penalty: 3205.620117
	Iteration 30Q: 3 clusters Score -2423697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2423709.500000 Penalty: 3205.620117
	Iteration 31Q: 3 clusters Score -2423710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2423720.250000 Penalty: 3205.620117
	Iteration 32Q: 3 clusters Score -2423720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2423723.500000 Penalty: 3205.620117
	Iteration 33Q: 3 clusters Score -2423724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2423723.500000 Penalty: 3205.620117
	Iteration 34Q: 3 clusters Score -2423724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2423726.000000 Penalty: 3205.620117
	Iteration 35Q: 3 clusters Score -2423726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2423728.500000 Penalty: 3205.620117
	Iteration 36Q: 3 clusters Score -2423728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2423726.750000 Penalty: 3205.620117
	Iteration 37Q: 3 clusters Score -2423727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2423726.750000 Penalty: 3205.620117
	Iteration 38F: 3 clusters Score -2423727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -104378.523438 Penalty: 1104.665283
	Iteration 0F: 2 clusters Score -104378.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103052.906250 Penalty: 2209.330566
	Iteration 0F: 3 clusters Score -103052.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -103289.351562 Penalty: 2209.330566
	Iteration 1F: 3 clusters Score -103289.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103385.585938 Penalty: 2209.330566
	Iteration 2F: 3 clusters Score -103385.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103439.789062 Penalty: 2209.330566
	Iteration 3Q: 3 clusters Score -103439.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103482.539062 Penalty: 2209.330566
	Iteration 4Q: 3 clusters Score -103482.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103518.828125 Penalty: 2209.330566
	Iteration 5Q: 3 clusters Score -103518.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -103542.218750 Penalty: 2209.330566
	Iteration 6Q: 3 clusters Score -103542.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103556.195312 Penalty: 2209.330566
	Iteration 7Q: 3 clusters Score -103556.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103571.914062 Penalty: 2209.330566
	Iteration 8Q: 3 clusters Score -103571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103584.429688 Penalty: 2209.330566
	Iteration 9Q: 3 clusters Score -103584.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103591.523438 Penalty: 2209.330566
	Iteration 10Q: 3 clusters Score -103591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103594.000000 Penalty: 2209.330566
	Iteration 11Q: 3 clusters Score -103594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -103594.507812 Penalty: 2209.330566
	Iteration 12Q: 3 clusters Score -103594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -103594.773438 Penalty: 2209.330566
	Iteration 13Q: 3 clusters Score -103594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -103595.992188 Penalty: 2209.330566
	Iteration 14Q: 3 clusters Score -103596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103598.562500 Penalty: 2209.330566
	Iteration 15Q: 3 clusters Score -103598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103598.562500 Penalty: 2209.330566
	Iteration 16F: 3 clusters Score -103598.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Entering Unmasked Estep 
Score: -2626002.250000 Penalty: 1611.495728
	Iteration 0F: 2 clusters Score -2626002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2612113.500000 Penalty: 3222.991455
	Iteration 0F: 3 clusters Score -2612114 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2617239.750000 Penalty: 3222.991455
	Iteration 1F: 3 clusters Score -2617240 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2617771.500000 Penalty: 3222.991455
	Iteration 2F: 3 clusters Score -2617772 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2618399.250000 Penalty: 3222.991455
	Iteration 3F: 3 clusters Score -2618399 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2619167.750000 Penalty: 3222.991455
	Iteration 4F: 3 clusters Score -2619168 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2620066.500000 Penalty: 3222.991455
	Iteration 5F: 3 clusters Score -2620066 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2621149.500000 Penalty: 3222.991455
	Iteration 6F: 3 clusters Score -2621150 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2622159.750000 Penalty: 3222.991455
	Iteration 7F: 3 clusters Score -2622160 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2622939.750000 Penalty: 3222.991455
	Iteration 8F: 3 clusters Score -2622940 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2623322.250000 Penalty: 3222.991455
	Iteration 9Q: 3 clusters Score -2623322 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2623466.250000 Penalty: 3222.991455
	Iteration 10Q: 3 clusters Score -2623466 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2623558.000000 Penalty: 3222.991455
	Iteration 11Q: 3 clusters Score -2623558 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2623620.000000 Penalty: 3222.991455
	Iteration 12Q: 3 clusters Score -2623620 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2623700.750000 Penalty: 3222.991455
	Iteration 13Q: 3 clusters Score -2623701 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2623733.500000 Penalty: 3222.991455
	Iteration 14Q: 3 clusters Score -2623734 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2623773.000000 Penalty: 3222.991455
	Iteration 15Q: 3 clusters Score -2623773 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2623805.500000 Penalty: 3222.991455
	Iteration 16Q: 3 clusters Score -2623806 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2623845.750000 Penalty: 3222.991455
	Iteration 17Q: 3 clusters Score -2623846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2623885.000000 Penalty: 3222.991455
	Iteration 18Q: 3 clusters Score -2623885 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2623915.750000 Penalty: 3222.991455
	Iteration 19Q: 3 clusters Score -2623916 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2623973.000000 Penalty: 3222.991455
	Iteration 20F: 3 clusters Score -2623973 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2624007.750000 Penalty: 3222.991455
	Iteration 21Q: 3 clusters Score -2624008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2624040.000000 Penalty: 3222.991455
	Iteration 22Q: 3 clusters Score -2624040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2624070.500000 Penalty: 3222.991455
	Iteration 23Q: 3 clusters Score -2624070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2624099.000000 Penalty: 3222.991455
	Iteration 24Q: 3 clusters Score -2624099 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2624115.250000 Penalty: 3222.991455
	Iteration 25Q: 3 clusters Score -2624115 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2624140.000000 Penalty: 3222.991455
	Iteration 26Q: 3 clusters Score -2624140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2624191.750000 Penalty: 3222.991455
	Iteration 27Q: 3 clusters Score -2624192 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2624228.500000 Penalty: 3222.991455
	Iteration 28Q: 3 clusters Score -2624228 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2624260.250000 Penalty: 3222.991455
	Iteration 29Q: 3 clusters Score -2624260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2624285.750000 Penalty: 3222.991455
	Iteration 30Q: 3 clusters Score -2624286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2624321.500000 Penalty: 3222.991455
	Iteration 31Q: 3 clusters Score -2624322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2624354.750000 Penalty: 3222.991455
	Iteration 32Q: 3 clusters Score -2624355 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2624386.500000 Penalty: 3222.991455
	Iteration 33Q: 3 clusters Score -2624386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2624413.500000 Penalty: 3222.991455
	Iteration 34Q: 3 clusters Score -2624414 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2624445.750000 Penalty: 3222.991455
	Iteration 35Q: 3 clusters Score -2624446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2624478.500000 Penalty: 3222.991455
	Iteration 36Q: 3 clusters Score -2624478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2624506.500000 Penalty: 3222.991455
	Iteration 37Q: 3 clusters Score -2624506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2624524.250000 Penalty: 3222.991455
	Iteration 38Q: 3 clusters Score -2624524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2624544.250000 Penalty: 3222.991455
	Iteration 39Q: 3 clusters Score -2624544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2624572.250000 Penalty: 3222.991455
	Iteration 40F: 3 clusters Score -2624572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2624589.750000 Penalty: 3222.991455
	Iteration 41Q: 3 clusters Score -2624590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2624612.000000 Penalty: 3222.991455
	Iteration 42Q: 3 clusters Score -2624612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2624629.750000 Penalty: 3222.991455
	Iteration 43Q: 3 clusters Score -2624630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2624651.250000 Penalty: 3222.991455
	Iteration 44Q: 3 clusters Score -2624651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2624668.250000 Penalty: 3222.991455
	Iteration 45Q: 3 clusters Score -2624668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2624689.250000 Penalty: 3222.991455
	Iteration 46Q: 3 clusters Score -2624689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2624689.000000 Penalty: 3222.991455
	Iteration 47Q: 3 clusters Score -2624689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2624692.750000 Penalty: 3222.991455
	Iteration 48Q: 3 clusters Score -2624693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2624702.000000 Penalty: 3222.991455
	Iteration 49Q: 3 clusters Score -2624702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2624714.000000 Penalty: 3222.991455
	Iteration 50Q: 3 clusters Score -2624714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2624722.750000 Penalty: 3222.991455
	Iteration 51Q: 3 clusters Score -2624723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2624726.500000 Penalty: 3222.991455
	Iteration 52Q: 3 clusters Score -2624726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2624736.750000 Penalty: 3222.991455
	Iteration 53Q: 3 clusters Score -2624737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2624744.750000 Penalty: 3222.991455
	Iteration 54Q: 3 clusters Score -2624745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2624745.750000 Penalty: 3222.991455
	Iteration 55Q: 3 clusters Score -2624746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2624747.500000 Penalty: 3222.991455
	Iteration 56Q: 3 clusters Score -2624748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2624751.750000 Penalty: 3222.991455
	Iteration 57Q: 3 clusters Score -2624752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2624756.750000 Penalty: 3222.991455
	Iteration 58Q: 3 clusters Score -2624757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2624753.250000 Penalty: 3222.991455
	Iteration 59Q: 3 clusters Score -2624753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2624752.750000 Penalty: 3222.991455
	Iteration 60F: 3 clusters Score -2624753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2624757.000000 Penalty: 3222.991455
	Iteration 61Q: 3 clusters Score -2624757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2624760.500000 Penalty: 3222.991455
	Iteration 62Q: 3 clusters Score -2624760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2624759.750000 Penalty: 3222.991455
	Iteration 63Q: 3 clusters Score -2624760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2624770.750000 Penalty: 3222.991455
	Iteration 64Q: 3 clusters Score -2624771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2624771.250000 Penalty: 3222.991455
	Iteration 65Q: 3 clusters Score -2624771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2624769.250000 Penalty: 3222.991455
	Iteration 66Q: 3 clusters Score -2624769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2624774.000000 Penalty: 3222.991455
	Iteration 67Q: 3 clusters Score -2624774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2624777.000000 Penalty: 3222.991455
	Iteration 68Q: 3 clusters Score -2624777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2624780.750000 Penalty: 3222.991455
	Iteration 69Q: 3 clusters Score -2624781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2624780.250000 Penalty: 3222.991455
	Iteration 70Q: 3 clusters Score -2624780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2624783.500000 Penalty: 3222.991455
	Iteration 71Q: 3 clusters Score -2624784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2624786.750000 Penalty: 3222.991455
	Iteration 72Q: 3 clusters Score -2624787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2624786.000000 Penalty: 3222.991455
	Iteration 73Q: 3 clusters Score -2624786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2624788.250000 Penalty: 3222.991455
	Iteration 74Q: 3 clusters Score -2624788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2624793.500000 Penalty: 3222.991455
	Iteration 75Q: 3 clusters Score -2624794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2624799.750000 Penalty: 3222.991455
	Iteration 76Q: 3 clusters Score -2624800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2624799.750000 Penalty: 3222.991455
	Iteration 77Q: 3 clusters Score -2624800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2624798.750000 Penalty: 3222.991455
	Iteration 78Q: 3 clusters Score -2624799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2624807.500000 Penalty: 3222.991455
	Iteration 79Q: 3 clusters Score -2624808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2624809.750000 Penalty: 3222.991455
	Iteration 80F: 3 clusters Score -2624810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2624813.250000 Penalty: 3222.991455
	Iteration 81Q: 3 clusters Score -2624813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2624820.750000 Penalty: 3222.991455
	Iteration 82Q: 3 clusters Score -2624821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2624821.500000 Penalty: 3222.991455
	Iteration 83Q: 3 clusters Score -2624822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2624829.000000 Penalty: 3222.991455
	Iteration 84Q: 3 clusters Score -2624829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2624831.750000 Penalty: 3222.991455
	Iteration 85Q: 3 clusters Score -2624832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2624839.750000 Penalty: 3222.991455
	Iteration 86Q: 3 clusters Score -2624840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2624845.500000 Penalty: 3222.991455
	Iteration 87Q: 3 clusters Score -2624846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2624850.750000 Penalty: 3222.991455
	Iteration 88Q: 3 clusters Score -2624851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2624853.250000 Penalty: 3222.991455
	Iteration 89Q: 3 clusters Score -2624853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2624856.500000 Penalty: 3222.991455
	Iteration 90Q: 3 clusters Score -2624856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2624873.750000 Penalty: 3222.991455
	Iteration 91Q: 3 clusters Score -2624874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2624882.000000 Penalty: 3222.991455
	Iteration 92Q: 3 clusters Score -2624882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2624886.250000 Penalty: 3222.991455
	Iteration 93Q: 3 clusters Score -2624886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2624894.500000 Penalty: 3222.991455
	Iteration 94Q: 3 clusters Score -2624894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2624898.000000 Penalty: 3222.991455
	Iteration 95Q: 3 clusters Score -2624898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2624900.750000 Penalty: 3222.991455
	Iteration 96Q: 3 clusters Score -2624901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2624906.250000 Penalty: 3222.991455
	Iteration 97Q: 3 clusters Score -2624906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2624907.500000 Penalty: 3222.991455
	Iteration 98Q: 3 clusters Score -2624908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2624905.750000 Penalty: 3222.991455
	Iteration 99Q: 3 clusters Score -2624906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2624907.250000 Penalty: 3222.991455
	Iteration 100F: 3 clusters Score -2624907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2624909.500000 Penalty: 3222.991455
	Iteration 101Q: 3 clusters Score -2624910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2624912.000000 Penalty: 3222.991455
	Iteration 102Q: 3 clusters Score -2624912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2624910.750000 Penalty: 3222.991455
	Iteration 103Q: 3 clusters Score -2624911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2624913.000000 Penalty: 3222.991455
	Iteration 104Q: 3 clusters Score -2624913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2624913.250000 Penalty: 3222.991455
	Iteration 105Q: 3 clusters Score -2624913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2624913.250000 Penalty: 3222.991455
	Iteration 106Q: 3 clusters Score -2624913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2624913.500000 Penalty: 3222.991455
	Iteration 107Q: 3 clusters Score -2624914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2624915.500000 Penalty: 3222.991455
	Iteration 108Q: 3 clusters Score -2624916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2624917.250000 Penalty: 3222.991455
	Iteration 109Q: 3 clusters Score -2624917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2624916.500000 Penalty: 3222.991455
	Iteration 110Q: 3 clusters Score -2624916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2624916.500000 Penalty: 3222.991455
	Iteration 111Q: 3 clusters Score -2624916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2624918.750000 Penalty: 3222.991455
	Iteration 112Q: 3 clusters Score -2624919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2624918.250000 Penalty: 3222.991455
	Iteration 113Q: 3 clusters Score -2624918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2624918.500000 Penalty: 3222.991455
	Iteration 114Q: 3 clusters Score -2624918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2624920.000000 Penalty: 3222.991455
	Iteration 115Q: 3 clusters Score -2624920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2624924.750000 Penalty: 3222.991455
	Iteration 116Q: 3 clusters Score -2624925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2624925.250000 Penalty: 3222.991455
	Iteration 117Q: 3 clusters Score -2624925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2624925.000000 Penalty: 3222.991455
	Iteration 118Q: 3 clusters Score -2624925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2624923.750000 Penalty: 3222.991455
	Iteration 119Q: 3 clusters Score -2624924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2624925.500000 Penalty: 3222.991455
	Iteration 120F: 3 clusters Score -2624926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -7582.668457 Penalty: 856.862488
	Iteration 0F: 2 clusters Score -7582.668 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 106 members 
Entering Unmasked Estep 
Score: -6926.991211 Penalty: 1713.724976
	Iteration 0F: 3 clusters Score -6926.991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7083.750488 Penalty: 1713.724976
	Iteration 1F: 3 clusters Score -7083.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7165.451660 Penalty: 1713.724976
	Iteration 2F: 3 clusters Score -7165.452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7178.171875 Penalty: 1713.724976
	Iteration 3Q: 3 clusters Score -7178.172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7179.579102 Penalty: 1713.724976
	Iteration 4Q: 3 clusters Score -7179.579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7179.579102 Penalty: 1713.724976
	Iteration 5F: 3 clusters Score -7179.579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Entering Unmasked Estep 
Score: -405218.437500 Penalty: 1318.480469
	Iteration 0F: 2 clusters Score -405218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -402303.156250 Penalty: 2636.960938
	Iteration 0F: 3 clusters Score -402303.2 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -403006.875000 Penalty: 2636.960938
	Iteration 1F: 3 clusters Score -403006.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -403136.875000 Penalty: 2636.960938
	Iteration 2F: 3 clusters Score -403136.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -403233.781250 Penalty: 2636.960938
	Iteration 3Q: 3 clusters Score -403233.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -403306.781250 Penalty: 2636.960938
	Iteration 4Q: 3 clusters Score -403306.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -403367.843750 Penalty: 2636.960938
	Iteration 5Q: 3 clusters Score -403367.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -403420.500000 Penalty: 2636.960938
	Iteration 6Q: 3 clusters Score -403420.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -403465.968750 Penalty: 2636.960938
	Iteration 7Q: 3 clusters Score -403466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -403510.250000 Penalty: 2636.960938
	Iteration 8Q: 3 clusters Score -403510.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -403550.187500 Penalty: 2636.960938
	Iteration 9Q: 3 clusters Score -403550.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -403580.187500 Penalty: 2636.960938
	Iteration 10Q: 3 clusters Score -403580.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -403606.406250 Penalty: 2636.960938
	Iteration 11Q: 3 clusters Score -403606.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -403632.625000 Penalty: 2636.960938
	Iteration 12Q: 3 clusters Score -403632.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -403657.187500 Penalty: 2636.960938
	Iteration 13Q: 3 clusters Score -403657.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -403678.968750 Penalty: 2636.960938
	Iteration 14Q: 3 clusters Score -403679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -403694.750000 Penalty: 2636.960938
	Iteration 15Q: 3 clusters Score -403694.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -403709.968750 Penalty: 2636.960938
	Iteration 16Q: 3 clusters Score -403710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -403722.093750 Penalty: 2636.960938
	Iteration 17Q: 3 clusters Score -403722.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -403736.062500 Penalty: 2636.960938
	Iteration 18Q: 3 clusters Score -403736.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -403752.875000 Penalty: 2636.960938
	Iteration 19Q: 3 clusters Score -403752.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -403769.437500 Penalty: 2636.960938
	Iteration 20F: 3 clusters Score -403769.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -403790.312500 Penalty: 2636.960938
	Iteration 21Q: 3 clusters Score -403790.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -403822.500000 Penalty: 2636.960938
	Iteration 22Q: 3 clusters Score -403822.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -403846.625000 Penalty: 2636.960938
	Iteration 23Q: 3 clusters Score -403846.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -403876.531250 Penalty: 2636.960938
	Iteration 24Q: 3 clusters Score -403876.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -403917.437500 Penalty: 2636.960938
	Iteration 25Q: 3 clusters Score -403917.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -403949.000000 Penalty: 2636.960938
	Iteration 26Q: 3 clusters Score -403949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -403968.906250 Penalty: 2636.960938
	Iteration 27Q: 3 clusters Score -403968.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -403982.687500 Penalty: 2636.960938
	Iteration 28Q: 3 clusters Score -403982.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -403993.656250 Penalty: 2636.960938
	Iteration 29Q: 3 clusters Score -403993.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -404004.312500 Penalty: 2636.960938
	Iteration 30Q: 3 clusters Score -404004.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -404013.375000 Penalty: 2636.960938
	Iteration 31Q: 3 clusters Score -404013.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -404021.281250 Penalty: 2636.960938
	Iteration 32Q: 3 clusters Score -404021.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -404028.843750 Penalty: 2636.960938
	Iteration 33Q: 3 clusters Score -404028.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -404032.187500 Penalty: 2636.960938
	Iteration 34Q: 3 clusters Score -404032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -404035.531250 Penalty: 2636.960938
	Iteration 35Q: 3 clusters Score -404035.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -404038.125000 Penalty: 2636.960938
	Iteration 36Q: 3 clusters Score -404038.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -404040.968750 Penalty: 2636.960938
	Iteration 37Q: 3 clusters Score -404041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -404043.625000 Penalty: 2636.960938
	Iteration 38Q: 3 clusters Score -404043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -404045.593750 Penalty: 2636.960938
	Iteration 39Q: 3 clusters Score -404045.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -404047.968750 Penalty: 2636.960938
	Iteration 40F: 3 clusters Score -404048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -404050.562500 Penalty: 2636.960938
	Iteration 41Q: 3 clusters Score -404050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -404052.562500 Penalty: 2636.960938
	Iteration 42Q: 3 clusters Score -404052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -404054.875000 Penalty: 2636.960938
	Iteration 43Q: 3 clusters Score -404054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -404056.312500 Penalty: 2636.960938
	Iteration 44Q: 3 clusters Score -404056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -404057.875000 Penalty: 2636.960938
	Iteration 45Q: 3 clusters Score -404057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -404059.500000 Penalty: 2636.960938
	Iteration 46Q: 3 clusters Score -404059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -404060.125000 Penalty: 2636.960938
	Iteration 47Q: 3 clusters Score -404060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -404060.468750 Penalty: 2636.960938
	Iteration 48Q: 3 clusters Score -404060.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -404061.875000 Penalty: 2636.960938
	Iteration 49Q: 3 clusters Score -404061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -404061.906250 Penalty: 2636.960938
	Iteration 50Q: 3 clusters Score -404061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -404061.906250 Penalty: 2636.960938
	Iteration 51F: 3 clusters Score -404061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -488996.093750 Penalty: 1345.285767
	Iteration 0F: 2 clusters Score -488996.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -485683.656250 Penalty: 2690.571533
	Iteration 0F: 3 clusters Score -485683.7 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -486546.531250 Penalty: 2690.571533
	Iteration 1F: 3 clusters Score -486546.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -486730.687500 Penalty: 2690.571533
	Iteration 2F: 3 clusters Score -486730.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -486867.937500 Penalty: 2690.571533
	Iteration 3F: 3 clusters Score -486867.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -486960.218750 Penalty: 2690.571533
	Iteration 4Q: 3 clusters Score -486960.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -487033.562500 Penalty: 2690.571533
	Iteration 5Q: 3 clusters Score -487033.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -487093.968750 Penalty: 2690.571533
	Iteration 6Q: 3 clusters Score -487094 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -487149.343750 Penalty: 2690.571533
	Iteration 7Q: 3 clusters Score -487149.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -487204.062500 Penalty: 2690.571533
	Iteration 8Q: 3 clusters Score -487204.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -487249.218750 Penalty: 2690.571533
	Iteration 9Q: 3 clusters Score -487249.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -487299.437500 Penalty: 2690.571533
	Iteration 10Q: 3 clusters Score -487299.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -487357.156250 Penalty: 2690.571533
	Iteration 11Q: 3 clusters Score -487357.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -487403.968750 Penalty: 2690.571533
	Iteration 12Q: 3 clusters Score -487404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -487453.281250 Penalty: 2690.571533
	Iteration 13Q: 3 clusters Score -487453.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -487511.437500 Penalty: 2690.571533
	Iteration 14Q: 3 clusters Score -487511.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -487548.593750 Penalty: 2690.571533
	Iteration 15Q: 3 clusters Score -487548.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -487582.968750 Penalty: 2690.571533
	Iteration 16Q: 3 clusters Score -487583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -487610.843750 Penalty: 2690.571533
	Iteration 17Q: 3 clusters Score -487610.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -487647.437500 Penalty: 2690.571533
	Iteration 18Q: 3 clusters Score -487647.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -487698.218750 Penalty: 2690.571533
	Iteration 19Q: 3 clusters Score -487698.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -487737.468750 Penalty: 2690.571533
	Iteration 20F: 3 clusters Score -487737.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -487762.593750 Penalty: 2690.571533
	Iteration 21Q: 3 clusters Score -487762.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -487781.093750 Penalty: 2690.571533
	Iteration 22Q: 3 clusters Score -487781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -487791.812500 Penalty: 2690.571533
	Iteration 23Q: 3 clusters Score -487791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -487798.218750 Penalty: 2690.571533
	Iteration 24Q: 3 clusters Score -487798.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -487807.031250 Penalty: 2690.571533
	Iteration 25Q: 3 clusters Score -487807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -487815.625000 Penalty: 2690.571533
	Iteration 26Q: 3 clusters Score -487815.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -487821.750000 Penalty: 2690.571533
	Iteration 27Q: 3 clusters Score -487821.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -487827.906250 Penalty: 2690.571533
	Iteration 28Q: 3 clusters Score -487827.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -487835.062500 Penalty: 2690.571533
	Iteration 29Q: 3 clusters Score -487835.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -487844.187500 Penalty: 2690.571533
	Iteration 30Q: 3 clusters Score -487844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -487852.843750 Penalty: 2690.571533
	Iteration 31Q: 3 clusters Score -487852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -487855.031250 Penalty: 2690.571533
	Iteration 32Q: 3 clusters Score -487855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -487857.593750 Penalty: 2690.571533
	Iteration 33Q: 3 clusters Score -487857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -487858.687500 Penalty: 2690.571533
	Iteration 34Q: 3 clusters Score -487858.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -487858.687500 Penalty: 2690.571533
	Iteration 35F: 3 clusters Score -487858.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -394659.218750 Penalty: 1310.962769
	Iteration 0F: 2 clusters Score -394659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -391797.781250 Penalty: 2621.925537
	Iteration 0F: 3 clusters Score -391797.8 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -392478.937500 Penalty: 2621.925537
	Iteration 1F: 3 clusters Score -392478.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -392637.875000 Penalty: 2621.925537
	Iteration 2F: 3 clusters Score -392637.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -392736.968750 Penalty: 2621.925537
	Iteration 3Q: 3 clusters Score -392737 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -392814.843750 Penalty: 2621.925537
	Iteration 4Q: 3 clusters Score -392814.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -392900.656250 Penalty: 2621.925537
	Iteration 5Q: 3 clusters Score -392900.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -392992.281250 Penalty: 2621.925537
	Iteration 6Q: 3 clusters Score -392992.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -393070.875000 Penalty: 2621.925537
	Iteration 7Q: 3 clusters Score -393070.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -393120.968750 Penalty: 2621.925537
	Iteration 8Q: 3 clusters Score -393121 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -393175.312500 Penalty: 2621.925537
	Iteration 9Q: 3 clusters Score -393175.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -393247.812500 Penalty: 2621.925537
	Iteration 10Q: 3 clusters Score -393247.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -393315.781250 Penalty: 2621.925537
	Iteration 11Q: 3 clusters Score -393315.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -393389.625000 Penalty: 2621.925537
	Iteration 12Q: 3 clusters Score -393389.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -393449.062500 Penalty: 2621.925537
	Iteration 13Q: 3 clusters Score -393449.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -393506.125000 Penalty: 2621.925537
	Iteration 14Q: 3 clusters Score -393506.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -393557.656250 Penalty: 2621.925537
	Iteration 15Q: 3 clusters Score -393557.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -393616.218750 Penalty: 2621.925537
	Iteration 16Q: 3 clusters Score -393616.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -393676.656250 Penalty: 2621.925537
	Iteration 17Q: 3 clusters Score -393676.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -393733.343750 Penalty: 2621.925537
	Iteration 18Q: 3 clusters Score -393733.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -393794.531250 Penalty: 2621.925537
	Iteration 19Q: 3 clusters Score -393794.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -393837.062500 Penalty: 2621.925537
	Iteration 20F: 3 clusters Score -393837.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -393881.156250 Penalty: 2621.925537
	Iteration 21Q: 3 clusters Score -393881.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -393922.781250 Penalty: 2621.925537
	Iteration 22Q: 3 clusters Score -393922.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -393954.125000 Penalty: 2621.925537
	Iteration 23Q: 3 clusters Score -393954.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -393978.468750 Penalty: 2621.925537
	Iteration 24Q: 3 clusters Score -393978.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -393995.781250 Penalty: 2621.925537
	Iteration 25Q: 3 clusters Score -393995.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -394004.375000 Penalty: 2621.925537
	Iteration 26Q: 3 clusters Score -394004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -394008.968750 Penalty: 2621.925537
	Iteration 27Q: 3 clusters Score -394009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -394010.500000 Penalty: 2621.925537
	Iteration 28Q: 3 clusters Score -394010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -394013.937500 Penalty: 2621.925537
	Iteration 29Q: 3 clusters Score -394013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -394016.250000 Penalty: 2621.925537
	Iteration 30Q: 3 clusters Score -394016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -394019.531250 Penalty: 2621.925537
	Iteration 31Q: 3 clusters Score -394019.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -394025.750000 Penalty: 2621.925537
	Iteration 32Q: 3 clusters Score -394025.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -394029.781250 Penalty: 2621.925537
	Iteration 33Q: 3 clusters Score -394029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -394032.375000 Penalty: 2621.925537
	Iteration 34Q: 3 clusters Score -394032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -394035.312500 Penalty: 2621.925537
	Iteration 35Q: 3 clusters Score -394035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -394036.656250 Penalty: 2621.925537
	Iteration 36Q: 3 clusters Score -394036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -394037.375000 Penalty: 2621.925537
	Iteration 37Q: 3 clusters Score -394037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -394037.562500 Penalty: 2621.925537
	Iteration 38Q: 3 clusters Score -394037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -394037.562500 Penalty: 2621.925537
	Iteration 39F: 3 clusters Score -394037.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Entering Unmasked Estep 
Score: -13373647.000000 Penalty: 1877.587402
	Iteration 0F: 2 clusters Score -1.337365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -13308493.000000 Penalty: 3755.174805
	Iteration 0F: 3 clusters Score -1.330849e+07 nChanged 50013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -13337694.000000 Penalty: 3755.174805
	Iteration 1F: 3 clusters Score -1.333769e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -13339140.000000 Penalty: 3755.174805
	Iteration 2Q: 3 clusters Score -1.333914e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -13341467.000000 Penalty: 3755.174805
	Iteration 3Q: 3 clusters Score -1.334147e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -13345143.000000 Penalty: 3755.174805
	Iteration 4F: 3 clusters Score -1.334514e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -13350792.000000 Penalty: 3755.174805
	Iteration 5F: 3 clusters Score -1.335079e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -13358103.000000 Penalty: 3755.174805
	Iteration 6F: 3 clusters Score -1.33581e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -13364869.000000 Penalty: 3755.174805
	Iteration 7F: 3 clusters Score -1.336487e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -13368244.000000 Penalty: 3755.174805
	Iteration 8Q: 3 clusters Score -1.336824e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -13369337.000000 Penalty: 3755.174805
	Iteration 9Q: 3 clusters Score -1.336934e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -13369863.000000 Penalty: 3755.174805
	Iteration 10Q: 3 clusters Score -1.336986e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -13370202.000000 Penalty: 3755.174805
	Iteration 11Q: 3 clusters Score -1.33702e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -13370441.000000 Penalty: 3755.174805
	Iteration 12Q: 3 clusters Score -1.337044e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -13370734.000000 Penalty: 3755.174805
	Iteration 13Q: 3 clusters Score -1.337073e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -13370998.000000 Penalty: 3755.174805
	Iteration 14Q: 3 clusters Score -1.3371e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -13371238.000000 Penalty: 3755.174805
	Iteration 15Q: 3 clusters Score -1.337124e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -13371435.000000 Penalty: 3755.174805
	Iteration 16Q: 3 clusters Score -1.337144e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -13371650.000000 Penalty: 3755.174805
	Iteration 17Q: 3 clusters Score -1.337165e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -13371722.000000 Penalty: 3755.174805
	Iteration 18Q: 3 clusters Score -1.337172e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -13371877.000000 Penalty: 3755.174805
	Iteration 19Q: 3 clusters Score -1.337188e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92820 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -13371990.000000 Penalty: 3755.174805
	Iteration 20F: 3 clusters Score -1.337199e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -13372130.000000 Penalty: 3755.174805
	Iteration 21Q: 3 clusters Score -1.337213e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -13372208.000000 Penalty: 3755.174805
	Iteration 22Q: 3 clusters Score -1.337221e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -13372291.000000 Penalty: 3755.174805
	Iteration 23Q: 3 clusters Score -1.337229e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -13372311.000000 Penalty: 3755.174805
	Iteration 24Q: 3 clusters Score -1.337231e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -13372437.000000 Penalty: 3755.174805
	Iteration 25Q: 3 clusters Score -1.337244e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -13372501.000000 Penalty: 3755.174805
	Iteration 26Q: 3 clusters Score -1.33725e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -13372522.000000 Penalty: 3755.174805
	Iteration 27Q: 3 clusters Score -1.337252e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -13372500.000000 Penalty: 3755.174805
	Iteration 28Q: 3 clusters Score -1.33725e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -13372565.000000 Penalty: 3755.174805
	Iteration 29Q: 3 clusters Score -1.337256e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98600 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -13372570.000000 Penalty: 3755.174805
	Iteration 30Q: 3 clusters Score -1.337257e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -13372571.000000 Penalty: 3755.174805
	Iteration 31Q: 3 clusters Score -1.337257e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -13372572.000000 Penalty: 3755.174805
	Iteration 32Q: 3 clusters Score -1.337257e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -13372510.000000 Penalty: 3755.174805
	Iteration 33Q: 3 clusters Score -1.337251e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100306 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -13372525.000000 Penalty: 3755.174805
	Iteration 34Q: 3 clusters Score -1.337252e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -13372595.000000 Penalty: 3755.174805
	Iteration 35Q: 3 clusters Score -1.33726e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101020 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -13372623.000000 Penalty: 3755.174805
	Iteration 36Q: 3 clusters Score -1.337262e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -13372608.000000 Penalty: 3755.174805
	Iteration 37Q: 3 clusters Score -1.337261e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101566 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -13372598.000000 Penalty: 3755.174805
	Iteration 38Q: 3 clusters Score -1.33726e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101784 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -13372622.000000 Penalty: 3755.174805
	Iteration 39Q: 3 clusters Score -1.337262e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -13372632.000000 Penalty: 3755.174805
	Iteration 40F: 3 clusters Score -1.337263e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -13372645.000000 Penalty: 3755.174805
	Iteration 41Q: 3 clusters Score -1.337264e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13372629.000000 Penalty: 3755.174805
	Iteration 42Q: 3 clusters Score -1.337263e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -13372621.000000 Penalty: 3755.174805
	Iteration 43Q: 3 clusters Score -1.337262e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -13372621.000000 Penalty: 3755.174805
	Iteration 44Q: 3 clusters Score -1.337262e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102463 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -13372603.000000 Penalty: 3755.174805
	Iteration 45Q: 3 clusters Score -1.33726e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -13372600.000000 Penalty: 3755.174805
	Iteration 46Q: 3 clusters Score -1.33726e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -13372570.000000 Penalty: 3755.174805
	Iteration 47Q: 3 clusters Score -1.337257e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13372579.000000 Penalty: 3755.174805
	Iteration 48Q: 3 clusters Score -1.337258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102635 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13372573.000000 Penalty: 3755.174805
	Iteration 49Q: 3 clusters Score -1.337257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -13372560.000000 Penalty: 3755.174805
	Iteration 50Q: 3 clusters Score -1.337256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -13372567.000000 Penalty: 3755.174805
	Iteration 51Q: 3 clusters Score -1.337257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -13372556.000000 Penalty: 3755.174805
	Iteration 52Q: 3 clusters Score -1.337256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13372570.000000 Penalty: 3755.174805
	Iteration 53Q: 3 clusters Score -1.337257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13372571.000000 Penalty: 3755.174805
	Iteration 54Q: 3 clusters Score -1.337257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13372559.000000 Penalty: 3755.174805
	Iteration 55Q: 3 clusters Score -1.337256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -13372563.000000 Penalty: 3755.174805
	Iteration 56Q: 3 clusters Score -1.337256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -13372561.000000 Penalty: 3755.174805
	Iteration 57Q: 3 clusters Score -1.337256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -13372560.000000 Penalty: 3755.174805
	Iteration 58Q: 3 clusters Score -1.337256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -13372559.000000 Penalty: 3755.174805
	Iteration 59Q: 3 clusters Score -1.337256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -13372570.000000 Penalty: 3755.174805
	Iteration 60F: 3 clusters Score -1.337257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13372552.000000 Penalty: 3755.174805
	Iteration 61Q: 3 clusters Score -1.337255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13372559.000000 Penalty: 3755.174805
	Iteration 62Q: 3 clusters Score -1.337256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13372563.000000 Penalty: 3755.174805
	Iteration 63Q: 3 clusters Score -1.337256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -13372564.000000 Penalty: 3755.174805
	Iteration 64Q: 3 clusters Score -1.337256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102765 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -13372560.000000 Penalty: 3755.174805
	Iteration 65Q: 3 clusters Score -1.337256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13372550.000000 Penalty: 3755.174805
	Iteration 66Q: 3 clusters Score -1.337255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13372555.000000 Penalty: 3755.174805
	Iteration 67Q: 3 clusters Score -1.337256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -13372552.000000 Penalty: 3755.174805
	Iteration 68Q: 3 clusters Score -1.337255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102773 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -13372552.000000 Penalty: 3755.174805
	Iteration 69Q: 3 clusters Score -1.337255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13372555.000000 Penalty: 3755.174805
	Iteration 70Q: 3 clusters Score -1.337256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13372555.000000 Penalty: 3755.174805
	Iteration 71F: 3 clusters Score -1.337256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -31397.912109 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -31397.91 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 165 members 
Entering Unmasked Estep 
Score: -30548.109375 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -30548.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30747.613281 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -30747.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30814.861328 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -30814.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30888.902344 Penalty: 1899.151978
	Iteration 3F: 3 clusters Score -30888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30929.492188 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -30929.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30996.960938 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -30996.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31043.091797 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -31043.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31094.322266 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -31094.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31098.763672 Penalty: 1899.151978
	Iteration 8Q: 3 clusters Score -31098.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31102.830078 Penalty: 1899.151978
	Iteration 9Q: 3 clusters Score -31102.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31108.953125 Penalty: 1899.151978
	Iteration 10Q: 3 clusters Score -31108.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31113.636719 Penalty: 1899.151978
	Iteration 11Q: 3 clusters Score -31113.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31116.380859 Penalty: 1899.151978
	Iteration 12Q: 3 clusters Score -31116.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31116.798828 Penalty: 1899.151978
	Iteration 13Q: 3 clusters Score -31116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31117.115234 Penalty: 1899.151978
	Iteration 14Q: 3 clusters Score -31117.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31117.115234 Penalty: 1899.151978
	Iteration 15F: 3 clusters Score -31117.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Entering Unmasked Estep 
Score: -700135.375000 Penalty: 1393.174927
	Iteration 0F: 2 clusters Score -700135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -695969.437500 Penalty: 2786.349854
	Iteration 0F: 3 clusters Score -695969.4 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -696974.625000 Penalty: 2786.349854
	Iteration 1F: 3 clusters Score -696974.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -697134.500000 Penalty: 2786.349854
	Iteration 2F: 3 clusters Score -697134.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -697247.000000 Penalty: 2786.349854
	Iteration 3F: 3 clusters Score -697247 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -697348.000000 Penalty: 2786.349854
	Iteration 4Q: 3 clusters Score -697348 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -697432.062500 Penalty: 2786.349854
	Iteration 5Q: 3 clusters Score -697432.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -697505.625000 Penalty: 2786.349854
	Iteration 6Q: 3 clusters Score -697505.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -697560.312500 Penalty: 2786.349854
	Iteration 7Q: 3 clusters Score -697560.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -697598.625000 Penalty: 2786.349854
	Iteration 8Q: 3 clusters Score -697598.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -697645.875000 Penalty: 2786.349854
	Iteration 9Q: 3 clusters Score -697645.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -697693.562500 Penalty: 2786.349854
	Iteration 10Q: 3 clusters Score -697693.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -697741.437500 Penalty: 2786.349854
	Iteration 11Q: 3 clusters Score -697741.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -697802.625000 Penalty: 2786.349854
	Iteration 12Q: 3 clusters Score -697802.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -697879.812500 Penalty: 2786.349854
	Iteration 13Q: 3 clusters Score -697879.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -697965.500000 Penalty: 2786.349854
	Iteration 14Q: 3 clusters Score -697965.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -698062.062500 Penalty: 2786.349854
	Iteration 15Q: 3 clusters Score -698062.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -698149.375000 Penalty: 2786.349854
	Iteration 16Q: 3 clusters Score -698149.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -698242.062500 Penalty: 2786.349854
	Iteration 17Q: 3 clusters Score -698242.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -698340.312500 Penalty: 2786.349854
	Iteration 18Q: 3 clusters Score -698340.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -698436.125000 Penalty: 2786.349854
	Iteration 19Q: 3 clusters Score -698436.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -698513.812500 Penalty: 2786.349854
	Iteration 20F: 3 clusters Score -698513.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -698583.312500 Penalty: 2786.349854
	Iteration 21Q: 3 clusters Score -698583.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -698644.000000 Penalty: 2786.349854
	Iteration 22Q: 3 clusters Score -698644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -698707.875000 Penalty: 2786.349854
	Iteration 23Q: 3 clusters Score -698707.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -698755.187500 Penalty: 2786.349854
	Iteration 24Q: 3 clusters Score -698755.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -698796.937500 Penalty: 2786.349854
	Iteration 25Q: 3 clusters Score -698796.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -698823.125000 Penalty: 2786.349854
	Iteration 26Q: 3 clusters Score -698823.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -698844.312500 Penalty: 2786.349854
	Iteration 27Q: 3 clusters Score -698844.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -698860.937500 Penalty: 2786.349854
	Iteration 28Q: 3 clusters Score -698860.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -698877.375000 Penalty: 2786.349854
	Iteration 29Q: 3 clusters Score -698877.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -698895.687500 Penalty: 2786.349854
	Iteration 30Q: 3 clusters Score -698895.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -698909.750000 Penalty: 2786.349854
	Iteration 31Q: 3 clusters Score -698909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -698919.562500 Penalty: 2786.349854
	Iteration 32Q: 3 clusters Score -698919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -698927.875000 Penalty: 2786.349854
	Iteration 33Q: 3 clusters Score -698927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -698932.812500 Penalty: 2786.349854
	Iteration 34Q: 3 clusters Score -698932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -698936.062500 Penalty: 2786.349854
	Iteration 35Q: 3 clusters Score -698936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -698936.500000 Penalty: 2786.349854
	Iteration 36Q: 3 clusters Score -698936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -698936.500000 Penalty: 2786.349854
	Iteration 37F: 3 clusters Score -698936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Entering Unmasked Estep 
Score: -5148433.500000 Penalty: 1721.578857
	Iteration 0F: 2 clusters Score -5148434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5121616.500000 Penalty: 3443.157715
	Iteration 0F: 3 clusters Score -5121616 nChanged 18545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -5131996.500000 Penalty: 3443.157715
	Iteration 1F: 3 clusters Score -5131996 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -5132561.500000 Penalty: 3443.157715
	Iteration 2Q: 3 clusters Score -5132562 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -5133089.500000 Penalty: 3443.157715
	Iteration 3Q: 3 clusters Score -5133090 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -5133777.000000 Penalty: 3443.157715
	Iteration 4Q: 3 clusters Score -5133777 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5134582.000000 Penalty: 3443.157715
	Iteration 5Q: 3 clusters Score -5134582 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -5135658.500000 Penalty: 3443.157715
	Iteration 6F: 3 clusters Score -5135658 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -5137041.000000 Penalty: 3443.157715
	Iteration 7F: 3 clusters Score -5137041 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -5138803.000000 Penalty: 3443.157715
	Iteration 8F: 3 clusters Score -5138803 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -5140744.000000 Penalty: 3443.157715
	Iteration 9F: 3 clusters Score -5140744 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -5142583.000000 Penalty: 3443.157715
	Iteration 10F: 3 clusters Score -5142583 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -5144121.000000 Penalty: 3443.157715
	Iteration 11Q: 3 clusters Score -5144121 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5145260.500000 Penalty: 3443.157715
	Iteration 12Q: 3 clusters Score -5145260 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5146008.500000 Penalty: 3443.157715
	Iteration 13Q: 3 clusters Score -5146008 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5146456.000000 Penalty: 3443.157715
	Iteration 14Q: 3 clusters Score -5146456 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5146673.000000 Penalty: 3443.157715
	Iteration 15Q: 3 clusters Score -5146673 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5146851.500000 Penalty: 3443.157715
	Iteration 16Q: 3 clusters Score -5146852 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5146950.000000 Penalty: 3443.157715
	Iteration 17Q: 3 clusters Score -5146950 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5147009.000000 Penalty: 3443.157715
	Iteration 18Q: 3 clusters Score -5147009 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5147063.500000 Penalty: 3443.157715
	Iteration 19Q: 3 clusters Score -5147064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5147089.000000 Penalty: 3443.157715
	Iteration 20F: 3 clusters Score -5147089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5147108.500000 Penalty: 3443.157715
	Iteration 21Q: 3 clusters Score -5147108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5147131.500000 Penalty: 3443.157715
	Iteration 22Q: 3 clusters Score -5147132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5147149.000000 Penalty: 3443.157715
	Iteration 23Q: 3 clusters Score -5147149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5147161.000000 Penalty: 3443.157715
	Iteration 24Q: 3 clusters Score -5147161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5147164.000000 Penalty: 3443.157715
	Iteration 25Q: 3 clusters Score -5147164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5147168.500000 Penalty: 3443.157715
	Iteration 26Q: 3 clusters Score -5147168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5147181.500000 Penalty: 3443.157715
	Iteration 27Q: 3 clusters Score -5147182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5147180.500000 Penalty: 3443.157715
	Iteration 28Q: 3 clusters Score -5147180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5147186.500000 Penalty: 3443.157715
	Iteration 29Q: 3 clusters Score -5147186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5147200.000000 Penalty: 3443.157715
	Iteration 30Q: 3 clusters Score -5147200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5147202.000000 Penalty: 3443.157715
	Iteration 31Q: 3 clusters Score -5147202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5147208.500000 Penalty: 3443.157715
	Iteration 32Q: 3 clusters Score -5147208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5147211.000000 Penalty: 3443.157715
	Iteration 33Q: 3 clusters Score -5147211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5147219.000000 Penalty: 3443.157715
	Iteration 34Q: 3 clusters Score -5147219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5147215.500000 Penalty: 3443.157715
	Iteration 35Q: 3 clusters Score -5147216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5147220.000000 Penalty: 3443.157715
	Iteration 36Q: 3 clusters Score -5147220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5147221.000000 Penalty: 3443.157715
	Iteration 37Q: 3 clusters Score -5147221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5147223.000000 Penalty: 3443.157715
	Iteration 38Q: 3 clusters Score -5147223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5147220.000000 Penalty: 3443.157715
	Iteration 39Q: 3 clusters Score -5147220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5147220.500000 Penalty: 3443.157715
	Iteration 40F: 3 clusters Score -5147220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5147221.500000 Penalty: 3443.157715
	Iteration 41Q: 3 clusters Score -5147222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5147222.500000 Penalty: 3443.157715
	Iteration 42Q: 3 clusters Score -5147222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5147226.500000 Penalty: 3443.157715
	Iteration 43Q: 3 clusters Score -5147226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5147226.500000 Penalty: 3443.157715
	Iteration 44Q: 3 clusters Score -5147226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5147226.000000 Penalty: 3443.157715
	Iteration 45Q: 3 clusters Score -5147226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5147223.000000 Penalty: 3443.157715
	Iteration 46Q: 3 clusters Score -5147223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5147224.500000 Penalty: 3443.157715
	Iteration 47Q: 3 clusters Score -5147224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5147224.500000 Penalty: 3443.157715
	Iteration 48F: 3 clusters Score -5147224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Entering Unmasked Estep 
Score: -9651096.000000 Penalty: 1823.707153
	Iteration 0F: 2 clusters Score -9651096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -9601658.000000 Penalty: 3647.414307
	Iteration 0F: 3 clusters Score -9601658 nChanged 35656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -9621768.000000 Penalty: 3647.414307
	Iteration 1F: 3 clusters Score -9621768 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -9622353.000000 Penalty: 3647.414307
	Iteration 2Q: 3 clusters Score -9622353 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -9623034.000000 Penalty: 3647.414307
	Iteration 3Q: 3 clusters Score -9623034 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -9624445.000000 Penalty: 3647.414307
	Iteration 4Q: 3 clusters Score -9624445 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -9626987.000000 Penalty: 3647.414307
	Iteration 5F: 3 clusters Score -9626987 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -9631317.000000 Penalty: 3647.414307
	Iteration 6F: 3 clusters Score -9631317 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -9637765.000000 Penalty: 3647.414307
	Iteration 7F: 3 clusters Score -9637765 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -9644231.000000 Penalty: 3647.414307
	Iteration 8F: 3 clusters Score -9644231 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -9647765.000000 Penalty: 3647.414307
	Iteration 9F: 3 clusters Score -9647765 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -9648849.000000 Penalty: 3647.414307
	Iteration 10Q: 3 clusters Score -9648849 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -9649205.000000 Penalty: 3647.414307
	Iteration 11Q: 3 clusters Score -9649205 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -9649330.000000 Penalty: 3647.414307
	Iteration 12Q: 3 clusters Score -9649330 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -9649407.000000 Penalty: 3647.414307
	Iteration 13Q: 3 clusters Score -9649407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -9649442.000000 Penalty: 3647.414307
	Iteration 14Q: 3 clusters Score -9649442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -9649471.000000 Penalty: 3647.414307
	Iteration 15Q: 3 clusters Score -9649471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -9649488.000000 Penalty: 3647.414307
	Iteration 16Q: 3 clusters Score -9649488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -9649507.000000 Penalty: 3647.414307
	Iteration 17Q: 3 clusters Score -9649507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -9649515.000000 Penalty: 3647.414307
	Iteration 18Q: 3 clusters Score -9649515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -9649518.000000 Penalty: 3647.414307
	Iteration 19Q: 3 clusters Score -9649518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -9649520.000000 Penalty: 3647.414307
	Iteration 20F: 3 clusters Score -9649520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Entering Unmasked Estep 
Score: -1940128.125000 Penalty: 1564.528198
	Iteration 0F: 2 clusters Score -1940128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1929696.875000 Penalty: 3129.056396
	Iteration 0F: 3 clusters Score -1929697 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1933414.375000 Penalty: 3129.056396
	Iteration 1F: 3 clusters Score -1933414 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1933716.500000 Penalty: 3129.056396
	Iteration 2F: 3 clusters Score -1933716 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1933975.250000 Penalty: 3129.056396
	Iteration 3Q: 3 clusters Score -1933975 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1934217.000000 Penalty: 3129.056396
	Iteration 4Q: 3 clusters Score -1934217 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1934454.500000 Penalty: 3129.056396
	Iteration 5Q: 3 clusters Score -1934454 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1934668.625000 Penalty: 3129.056396
	Iteration 6Q: 3 clusters Score -1934669 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1934951.750000 Penalty: 3129.056396
	Iteration 7Q: 3 clusters Score -1934952 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1935250.625000 Penalty: 3129.056396
	Iteration 8Q: 3 clusters Score -1935251 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1935567.250000 Penalty: 3129.056396
	Iteration 9Q: 3 clusters Score -1935567 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1935828.625000 Penalty: 3129.056396
	Iteration 10Q: 3 clusters Score -1935829 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1936054.875000 Penalty: 3129.056396
	Iteration 11Q: 3 clusters Score -1936055 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1936239.375000 Penalty: 3129.056396
	Iteration 12Q: 3 clusters Score -1936239 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1936371.750000 Penalty: 3129.056396
	Iteration 13Q: 3 clusters Score -1936372 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1936455.875000 Penalty: 3129.056396
	Iteration 14Q: 3 clusters Score -1936456 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1936520.375000 Penalty: 3129.056396
	Iteration 15Q: 3 clusters Score -1936520 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1936562.375000 Penalty: 3129.056396
	Iteration 16Q: 3 clusters Score -1936562 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1936597.875000 Penalty: 3129.056396
	Iteration 17Q: 3 clusters Score -1936598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1936611.625000 Penalty: 3129.056396
	Iteration 18Q: 3 clusters Score -1936612 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1936636.500000 Penalty: 3129.056396
	Iteration 19Q: 3 clusters Score -1936636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1936643.375000 Penalty: 3129.056396
	Iteration 20F: 3 clusters Score -1936643 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1936660.625000 Penalty: 3129.056396
	Iteration 21Q: 3 clusters Score -1936661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1936672.500000 Penalty: 3129.056396
	Iteration 22Q: 3 clusters Score -1936672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1936681.375000 Penalty: 3129.056396
	Iteration 23Q: 3 clusters Score -1936681 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1936688.250000 Penalty: 3129.056396
	Iteration 24Q: 3 clusters Score -1936688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1936688.625000 Penalty: 3129.056396
	Iteration 25Q: 3 clusters Score -1936689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1936702.750000 Penalty: 3129.056396
	Iteration 26Q: 3 clusters Score -1936703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1936711.500000 Penalty: 3129.056396
	Iteration 27Q: 3 clusters Score -1936712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1936728.750000 Penalty: 3129.056396
	Iteration 28Q: 3 clusters Score -1936729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1936744.750000 Penalty: 3129.056396
	Iteration 29Q: 3 clusters Score -1936745 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1936764.500000 Penalty: 3129.056396
	Iteration 30Q: 3 clusters Score -1936764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1936788.875000 Penalty: 3129.056396
	Iteration 31Q: 3 clusters Score -1936789 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1936821.500000 Penalty: 3129.056396
	Iteration 32Q: 3 clusters Score -1936822 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1936850.000000 Penalty: 3129.056396
	Iteration 33Q: 3 clusters Score -1936850 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1936881.375000 Penalty: 3129.056396
	Iteration 34Q: 3 clusters Score -1936881 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1936920.625000 Penalty: 3129.056396
	Iteration 35Q: 3 clusters Score -1936921 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1936957.250000 Penalty: 3129.056396
	Iteration 36Q: 3 clusters Score -1936957 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1937013.375000 Penalty: 3129.056396
	Iteration 37Q: 3 clusters Score -1937013 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1937061.125000 Penalty: 3129.056396
	Iteration 38Q: 3 clusters Score -1937061 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1937117.875000 Penalty: 3129.056396
	Iteration 39Q: 3 clusters Score -1937118 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1937196.625000 Penalty: 3129.056396
	Iteration 40F: 3 clusters Score -1937197 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1937284.250000 Penalty: 3129.056396
	Iteration 41Q: 3 clusters Score -1937284 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1937383.500000 Penalty: 3129.056396
	Iteration 42Q: 3 clusters Score -1937384 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1937475.375000 Penalty: 3129.056396
	Iteration 43Q: 3 clusters Score -1937475 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1937566.375000 Penalty: 3129.056396
	Iteration 44Q: 3 clusters Score -1937566 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1937664.375000 Penalty: 3129.056396
	Iteration 45Q: 3 clusters Score -1937664 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1937778.125000 Penalty: 3129.056396
	Iteration 46Q: 3 clusters Score -1937778 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1937897.875000 Penalty: 3129.056396
	Iteration 47Q: 3 clusters Score -1937898 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1938005.000000 Penalty: 3129.056396
	Iteration 48Q: 3 clusters Score -1938005 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1938100.000000 Penalty: 3129.056396
	Iteration 49Q: 3 clusters Score -1938100 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1938188.875000 Penalty: 3129.056396
	Iteration 50Q: 3 clusters Score -1938189 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1938257.250000 Penalty: 3129.056396
	Iteration 51Q: 3 clusters Score -1938257 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1938327.875000 Penalty: 3129.056396
	Iteration 52Q: 3 clusters Score -1938328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1938380.375000 Penalty: 3129.056396
	Iteration 53Q: 3 clusters Score -1938380 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1938437.750000 Penalty: 3129.056396
	Iteration 54Q: 3 clusters Score -1938438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1938484.250000 Penalty: 3129.056396
	Iteration 55Q: 3 clusters Score -1938484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1938520.125000 Penalty: 3129.056396
	Iteration 56Q: 3 clusters Score -1938520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1938557.625000 Penalty: 3129.056396
	Iteration 57Q: 3 clusters Score -1938558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1938595.000000 Penalty: 3129.056396
	Iteration 58Q: 3 clusters Score -1938595 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1938625.750000 Penalty: 3129.056396
	Iteration 59Q: 3 clusters Score -1938626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1938653.875000 Penalty: 3129.056396
	Iteration 60F: 3 clusters Score -1938654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1938677.750000 Penalty: 3129.056396
	Iteration 61Q: 3 clusters Score -1938678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1938691.875000 Penalty: 3129.056396
	Iteration 62Q: 3 clusters Score -1938692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1938703.500000 Penalty: 3129.056396
	Iteration 63Q: 3 clusters Score -1938704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1938711.500000 Penalty: 3129.056396
	Iteration 64Q: 3 clusters Score -1938712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1938719.875000 Penalty: 3129.056396
	Iteration 65Q: 3 clusters Score -1938720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1938725.125000 Penalty: 3129.056396
	Iteration 66Q: 3 clusters Score -1938725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1938729.125000 Penalty: 3129.056396
	Iteration 67Q: 3 clusters Score -1938729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1938743.625000 Penalty: 3129.056396
	Iteration 68Q: 3 clusters Score -1938744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1938753.875000 Penalty: 3129.056396
	Iteration 69Q: 3 clusters Score -1938754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1938758.375000 Penalty: 3129.056396
	Iteration 70Q: 3 clusters Score -1938758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1938758.250000 Penalty: 3129.056396
	Iteration 71Q: 3 clusters Score -1938758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1938759.000000 Penalty: 3129.056396
	Iteration 72Q: 3 clusters Score -1938759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1938769.375000 Penalty: 3129.056396
	Iteration 73Q: 3 clusters Score -1938769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1938768.625000 Penalty: 3129.056396
	Iteration 74Q: 3 clusters Score -1938769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1938777.750000 Penalty: 3129.056396
	Iteration 75Q: 3 clusters Score -1938778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1938777.500000 Penalty: 3129.056396
	Iteration 76Q: 3 clusters Score -1938778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1938776.750000 Penalty: 3129.056396
	Iteration 77Q: 3 clusters Score -1938777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1938776.750000 Penalty: 3129.056396
	Iteration 78F: 3 clusters Score -1938777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -15671.138672 Penalty: 897.237427
	Iteration 0F: 2 clusters Score -15671.14 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 130 members 
Entering Unmasked Estep 
Score: -15015.092773 Penalty: 1794.474854
	Iteration 0F: 3 clusters Score -15015.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15233.010742 Penalty: 1794.474854
	Iteration 1F: 3 clusters Score -15233.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15381.485352 Penalty: 1794.474854
	Iteration 2F: 3 clusters Score -15381.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15481.308594 Penalty: 1794.474854
	Iteration 3Q: 3 clusters Score -15481.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15493.579102 Penalty: 1794.474854
	Iteration 4Q: 3 clusters Score -15493.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15497.034180 Penalty: 1794.474854
	Iteration 5Q: 3 clusters Score -15497.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15497.034180 Penalty: 1794.474854
	Iteration 6F: 3 clusters Score -15497.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (58188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Entering Unmasked Estep 
Score: -7478855.500000 Penalty: 1782.858154
	Iteration 0F: 2 clusters Score -7478856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -7439900.500000 Penalty: 3565.716309
	Iteration 0F: 3 clusters Score -7439900 nChanged 27559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -7456359.000000 Penalty: 3565.716309
	Iteration 1F: 3 clusters Score -7456359 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -7457778.500000 Penalty: 3565.716309
	Iteration 2F: 3 clusters Score -7457778 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -7460067.000000 Penalty: 3565.716309
	Iteration 3F: 3 clusters Score -7460067 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -7463778.500000 Penalty: 3565.716309
	Iteration 4F: 3 clusters Score -7463778 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -7468570.000000 Penalty: 3565.716309
	Iteration 5F: 3 clusters Score -7468570 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -7472959.500000 Penalty: 3565.716309
	Iteration 6F: 3 clusters Score -7472960 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7475626.500000 Penalty: 3565.716309
	Iteration 7Q: 3 clusters Score -7475626 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7476772.500000 Penalty: 3565.716309
	Iteration 8Q: 3 clusters Score -7476772 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7477214.500000 Penalty: 3565.716309
	Iteration 9Q: 3 clusters Score -7477214 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7477340.500000 Penalty: 3565.716309
	Iteration 10Q: 3 clusters Score -7477340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7477389.500000 Penalty: 3565.716309
	Iteration 11Q: 3 clusters Score -7477390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7477421.000000 Penalty: 3565.716309
	Iteration 12Q: 3 clusters Score -7477421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7477443.000000 Penalty: 3565.716309
	Iteration 13Q: 3 clusters Score -7477443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7477454.000000 Penalty: 3565.716309
	Iteration 14Q: 3 clusters Score -7477454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7477459.000000 Penalty: 3565.716309
	Iteration 15Q: 3 clusters Score -7477459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7477475.500000 Penalty: 3565.716309
	Iteration 16Q: 3 clusters Score -7477476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7477487.000000 Penalty: 3565.716309
	Iteration 17Q: 3 clusters Score -7477487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7477487.000000 Penalty: 3565.716309
	Iteration 18Q: 3 clusters Score -7477487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7477496.000000 Penalty: 3565.716309
	Iteration 19Q: 3 clusters Score -7477496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7477509.500000 Penalty: 3565.716309
	Iteration 20F: 3 clusters Score -7477510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7477506.000000 Penalty: 3565.716309
	Iteration 21Q: 3 clusters Score -7477506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7477506.500000 Penalty: 3565.716309
	Iteration 22Q: 3 clusters Score -7477506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7477506.500000 Penalty: 3565.716309
	Iteration 23Q: 3 clusters Score -7477506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7477506.500000 Penalty: 3565.716309
	Iteration 24F: 3 clusters Score -7477506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Entering Unmasked Estep 
Score: -3330868.500000 Penalty: 1650.456665
	Iteration 0F: 2 clusters Score -3330868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3313305.750000 Penalty: 3300.913330
	Iteration 0F: 3 clusters Score -3313306 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3319913.500000 Penalty: 3300.913330
	Iteration 1F: 3 clusters Score -3319914 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3320248.000000 Penalty: 3300.913330
	Iteration 2Q: 3 clusters Score -3320248 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3320578.750000 Penalty: 3300.913330
	Iteration 3Q: 3 clusters Score -3320579 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3320928.250000 Penalty: 3300.913330
	Iteration 4Q: 3 clusters Score -3320928 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3321299.000000 Penalty: 3300.913330
	Iteration 5Q: 3 clusters Score -3321299 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3321752.000000 Penalty: 3300.913330
	Iteration 6Q: 3 clusters Score -3321752 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3322293.250000 Penalty: 3300.913330
	Iteration 7Q: 3 clusters Score -3322293 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3322980.250000 Penalty: 3300.913330
	Iteration 8Q: 3 clusters Score -3322980 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3323834.250000 Penalty: 3300.913330
	Iteration 9F: 3 clusters Score -3323834 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3324765.750000 Penalty: 3300.913330
	Iteration 10F: 3 clusters Score -3324766 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3325644.250000 Penalty: 3300.913330
	Iteration 11F: 3 clusters Score -3325644 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3326185.000000 Penalty: 3300.913330
	Iteration 12Q: 3 clusters Score -3326185 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3326434.750000 Penalty: 3300.913330
	Iteration 13Q: 3 clusters Score -3326435 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3326545.000000 Penalty: 3300.913330
	Iteration 14Q: 3 clusters Score -3326545 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3326608.750000 Penalty: 3300.913330
	Iteration 15Q: 3 clusters Score -3326609 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3326684.750000 Penalty: 3300.913330
	Iteration 16Q: 3 clusters Score -3326685 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3326743.750000 Penalty: 3300.913330
	Iteration 17Q: 3 clusters Score -3326744 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3326796.500000 Penalty: 3300.913330
	Iteration 18Q: 3 clusters Score -3326796 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3326843.500000 Penalty: 3300.913330
	Iteration 19Q: 3 clusters Score -3326844 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3326888.250000 Penalty: 3300.913330
	Iteration 20F: 3 clusters Score -3326888 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3326918.750000 Penalty: 3300.913330
	Iteration 21Q: 3 clusters Score -3326919 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3326946.500000 Penalty: 3300.913330
	Iteration 22Q: 3 clusters Score -3326946 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3326996.000000 Penalty: 3300.913330
	Iteration 23Q: 3 clusters Score -3326996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3327038.750000 Penalty: 3300.913330
	Iteration 24Q: 3 clusters Score -3327039 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3327063.000000 Penalty: 3300.913330
	Iteration 25Q: 3 clusters Score -3327063 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3327072.250000 Penalty: 3300.913330
	Iteration 26Q: 3 clusters Score -3327072 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3327093.750000 Penalty: 3300.913330
	Iteration 27Q: 3 clusters Score -3327094 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3327115.250000 Penalty: 3300.913330
	Iteration 28Q: 3 clusters Score -3327115 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3327141.750000 Penalty: 3300.913330
	Iteration 29Q: 3 clusters Score -3327142 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3327152.500000 Penalty: 3300.913330
	Iteration 30Q: 3 clusters Score -3327152 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3327159.000000 Penalty: 3300.913330
	Iteration 31Q: 3 clusters Score -3327159 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3327180.500000 Penalty: 3300.913330
	Iteration 32Q: 3 clusters Score -3327180 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3327205.750000 Penalty: 3300.913330
	Iteration 33Q: 3 clusters Score -3327206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3327229.250000 Penalty: 3300.913330
	Iteration 34Q: 3 clusters Score -3327229 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3327242.250000 Penalty: 3300.913330
	Iteration 35Q: 3 clusters Score -3327242 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3327262.750000 Penalty: 3300.913330
	Iteration 36Q: 3 clusters Score -3327263 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3327279.000000 Penalty: 3300.913330
	Iteration 37Q: 3 clusters Score -3327279 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3327287.750000 Penalty: 3300.913330
	Iteration 38Q: 3 clusters Score -3327288 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3327296.750000 Penalty: 3300.913330
	Iteration 39Q: 3 clusters Score -3327297 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -3327314.750000 Penalty: 3300.913330
	Iteration 40F: 3 clusters Score -3327315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3327319.500000 Penalty: 3300.913330
	Iteration 41Q: 3 clusters Score -3327320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3327326.750000 Penalty: 3300.913330
	Iteration 42Q: 3 clusters Score -3327327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3327338.750000 Penalty: 3300.913330
	Iteration 43Q: 3 clusters Score -3327339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3327346.500000 Penalty: 3300.913330
	Iteration 44Q: 3 clusters Score -3327346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3327352.750000 Penalty: 3300.913330
	Iteration 45Q: 3 clusters Score -3327353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3327355.500000 Penalty: 3300.913330
	Iteration 46Q: 3 clusters Score -3327356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3327358.250000 Penalty: 3300.913330
	Iteration 47Q: 3 clusters Score -3327358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3327364.000000 Penalty: 3300.913330
	Iteration 48Q: 3 clusters Score -3327364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3327364.750000 Penalty: 3300.913330
	Iteration 49Q: 3 clusters Score -3327365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3327359.000000 Penalty: 3300.913330
	Iteration 50Q: 3 clusters Score -3327359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3327373.250000 Penalty: 3300.913330
	Iteration 51Q: 3 clusters Score -3327373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3327377.000000 Penalty: 3300.913330
	Iteration 52Q: 3 clusters Score -3327377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3327380.250000 Penalty: 3300.913330
	Iteration 53Q: 3 clusters Score -3327380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3327379.750000 Penalty: 3300.913330
	Iteration 54Q: 3 clusters Score -3327380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3327377.000000 Penalty: 3300.913330
	Iteration 55Q: 3 clusters Score -3327377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3327383.750000 Penalty: 3300.913330
	Iteration 56Q: 3 clusters Score -3327384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3327385.000000 Penalty: 3300.913330
	Iteration 57Q: 3 clusters Score -3327385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3327388.000000 Penalty: 3300.913330
	Iteration 58Q: 3 clusters Score -3327388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3327396.000000 Penalty: 3300.913330
	Iteration 59Q: 3 clusters Score -3327396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3327397.750000 Penalty: 3300.913330
	Iteration 60F: 3 clusters Score -3327398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3327404.000000 Penalty: 3300.913330
	Iteration 61Q: 3 clusters Score -3327404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3327403.000000 Penalty: 3300.913330
	Iteration 62Q: 3 clusters Score -3327403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3327410.750000 Penalty: 3300.913330
	Iteration 63Q: 3 clusters Score -3327411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3327413.000000 Penalty: 3300.913330
	Iteration 64Q: 3 clusters Score -3327413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3327410.000000 Penalty: 3300.913330
	Iteration 65Q: 3 clusters Score -3327410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3327413.000000 Penalty: 3300.913330
	Iteration 66Q: 3 clusters Score -3327413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3327412.250000 Penalty: 3300.913330
	Iteration 67Q: 3 clusters Score -3327412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3327427.500000 Penalty: 3300.913330
	Iteration 68Q: 3 clusters Score -3327428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3327433.000000 Penalty: 3300.913330
	Iteration 69Q: 3 clusters Score -3327433 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3327442.000000 Penalty: 3300.913330
	Iteration 70Q: 3 clusters Score -3327442 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3327451.250000 Penalty: 3300.913330
	Iteration 71Q: 3 clusters Score -3327451 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3327455.000000 Penalty: 3300.913330
	Iteration 72Q: 3 clusters Score -3327455 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3327475.500000 Penalty: 3300.913330
	Iteration 73Q: 3 clusters Score -3327476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3327517.000000 Penalty: 3300.913330
	Iteration 74Q: 3 clusters Score -3327517 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3327526.500000 Penalty: 3300.913330
	Iteration 75Q: 3 clusters Score -3327526 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3327539.500000 Penalty: 3300.913330
	Iteration 76Q: 3 clusters Score -3327540 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3327565.000000 Penalty: 3300.913330
	Iteration 77Q: 3 clusters Score -3327565 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3327585.000000 Penalty: 3300.913330
	Iteration 78Q: 3 clusters Score -3327585 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3327602.250000 Penalty: 3300.913330
	Iteration 79Q: 3 clusters Score -3327602 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3327614.750000 Penalty: 3300.913330
	Iteration 80F: 3 clusters Score -3327615 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3327624.500000 Penalty: 3300.913330
	Iteration 81Q: 3 clusters Score -3327624 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3327654.000000 Penalty: 3300.913330
	Iteration 82Q: 3 clusters Score -3327654 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3327699.500000 Penalty: 3300.913330
	Iteration 83Q: 3 clusters Score -3327700 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3327725.250000 Penalty: 3300.913330
	Iteration 84Q: 3 clusters Score -3327725 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3327746.750000 Penalty: 3300.913330
	Iteration 85Q: 3 clusters Score -3327747 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3327783.500000 Penalty: 3300.913330
	Iteration 86Q: 3 clusters Score -3327784 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3327805.000000 Penalty: 3300.913330
	Iteration 87Q: 3 clusters Score -3327805 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3327837.000000 Penalty: 3300.913330
	Iteration 88Q: 3 clusters Score -3327837 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3327873.000000 Penalty: 3300.913330
	Iteration 89Q: 3 clusters Score -3327873 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3327915.000000 Penalty: 3300.913330
	Iteration 90Q: 3 clusters Score -3327915 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3327943.000000 Penalty: 3300.913330
	Iteration 91Q: 3 clusters Score -3327943 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3327997.500000 Penalty: 3300.913330
	Iteration 92Q: 3 clusters Score -3327998 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3328031.500000 Penalty: 3300.913330
	Iteration 93Q: 3 clusters Score -3328032 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3328064.750000 Penalty: 3300.913330
	Iteration 94Q: 3 clusters Score -3328065 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3328117.250000 Penalty: 3300.913330
	Iteration 95Q: 3 clusters Score -3328117 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3328159.000000 Penalty: 3300.913330
	Iteration 96Q: 3 clusters Score -3328159 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3328205.500000 Penalty: 3300.913330
	Iteration 97Q: 3 clusters Score -3328206 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3328270.000000 Penalty: 3300.913330
	Iteration 98Q: 3 clusters Score -3328270 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3328318.750000 Penalty: 3300.913330
	Iteration 99Q: 3 clusters Score -3328319 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3328388.500000 Penalty: 3300.913330
	Iteration 100F: 3 clusters Score -3328388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3328463.000000 Penalty: 3300.913330
	Iteration 101Q: 3 clusters Score -3328463 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3328534.750000 Penalty: 3300.913330
	Iteration 102Q: 3 clusters Score -3328535 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3328598.750000 Penalty: 3300.913330
	Iteration 103Q: 3 clusters Score -3328599 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3328692.500000 Penalty: 3300.913330
	Iteration 104Q: 3 clusters Score -3328692 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3328758.750000 Penalty: 3300.913330
	Iteration 105Q: 3 clusters Score -3328759 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3328838.750000 Penalty: 3300.913330
	Iteration 106Q: 3 clusters Score -3328839 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -3328899.500000 Penalty: 3300.913330
	Iteration 107Q: 3 clusters Score -3328900 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3328959.500000 Penalty: 3300.913330
	Iteration 108Q: 3 clusters Score -3328960 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3328998.000000 Penalty: 3300.913330
	Iteration 109Q: 3 clusters Score -3328998 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3329028.250000 Penalty: 3300.913330
	Iteration 110Q: 3 clusters Score -3329028 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3329061.500000 Penalty: 3300.913330
	Iteration 111Q: 3 clusters Score -3329062 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3329102.750000 Penalty: 3300.913330
	Iteration 112Q: 3 clusters Score -3329103 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3329144.750000 Penalty: 3300.913330
	Iteration 113Q: 3 clusters Score -3329145 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3329165.500000 Penalty: 3300.913330
	Iteration 114Q: 3 clusters Score -3329166 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3329195.250000 Penalty: 3300.913330
	Iteration 115Q: 3 clusters Score -3329195 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3329221.750000 Penalty: 3300.913330
	Iteration 116Q: 3 clusters Score -3329222 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3329245.500000 Penalty: 3300.913330
	Iteration 117Q: 3 clusters Score -3329246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3329259.750000 Penalty: 3300.913330
	Iteration 118Q: 3 clusters Score -3329260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3329290.500000 Penalty: 3300.913330
	Iteration 119Q: 3 clusters Score -3329290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3329304.750000 Penalty: 3300.913330
	Iteration 120F: 3 clusters Score -3329305 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3329326.250000 Penalty: 3300.913330
	Iteration 121Q: 3 clusters Score -3329326 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3329348.750000 Penalty: 3300.913330
	Iteration 122Q: 3 clusters Score -3329349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3329375.750000 Penalty: 3300.913330
	Iteration 123Q: 3 clusters Score -3329376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3329404.750000 Penalty: 3300.913330
	Iteration 124Q: 3 clusters Score -3329405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3329417.250000 Penalty: 3300.913330
	Iteration 125Q: 3 clusters Score -3329417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3329442.000000 Penalty: 3300.913330
	Iteration 126Q: 3 clusters Score -3329442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3329461.750000 Penalty: 3300.913330
	Iteration 127Q: 3 clusters Score -3329462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3329473.000000 Penalty: 3300.913330
	Iteration 128Q: 3 clusters Score -3329473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3329493.500000 Penalty: 3300.913330
	Iteration 129Q: 3 clusters Score -3329494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3329498.750000 Penalty: 3300.913330
	Iteration 130Q: 3 clusters Score -3329499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3329513.000000 Penalty: 3300.913330
	Iteration 131Q: 3 clusters Score -3329513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3329528.500000 Penalty: 3300.913330
	Iteration 132Q: 3 clusters Score -3329528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3329540.000000 Penalty: 3300.913330
	Iteration 133Q: 3 clusters Score -3329540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3329558.000000 Penalty: 3300.913330
	Iteration 134Q: 3 clusters Score -3329558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3329556.500000 Penalty: 3300.913330
	Iteration 135Q: 3 clusters Score -3329556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3329557.750000 Penalty: 3300.913330
	Iteration 136Q: 3 clusters Score -3329558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3329557.750000 Penalty: 3300.913330
	Iteration 137Q: 3 clusters Score -3329558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3329571.500000 Penalty: 3300.913330
	Iteration 138Q: 3 clusters Score -3329572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3329577.250000 Penalty: 3300.913330
	Iteration 139Q: 3 clusters Score -3329577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3329577.500000 Penalty: 3300.913330
	Iteration 140F: 3 clusters Score -3329578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3329582.750000 Penalty: 3300.913330
	Iteration 141Q: 3 clusters Score -3329583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3329584.000000 Penalty: 3300.913330
	Iteration 142Q: 3 clusters Score -3329584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3329587.750000 Penalty: 3300.913330
	Iteration 143Q: 3 clusters Score -3329588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3329587.000000 Penalty: 3300.913330
	Iteration 144Q: 3 clusters Score -3329587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3329589.000000 Penalty: 3300.913330
	Iteration 145Q: 3 clusters Score -3329589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3329592.000000 Penalty: 3300.913330
	Iteration 146Q: 3 clusters Score -3329592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3329591.750000 Penalty: 3300.913330
	Iteration 147Q: 3 clusters Score -3329592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3329592.750000 Penalty: 3300.913330
	Iteration 148Q: 3 clusters Score -3329593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3329591.250000 Penalty: 3300.913330
	Iteration 149Q: 3 clusters Score -3329591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3329592.000000 Penalty: 3300.913330
	Iteration 150Q: 3 clusters Score -3329592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3329592.000000 Penalty: 3300.913330
	Iteration 151F: 3 clusters Score -3329592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -18949.517578 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -18949.52 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 108 members 
Entering Unmasked Estep 
Score: -18291.494141 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -18291.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18455.091797 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -18455.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18520.757812 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -18520.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18541.623047 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -18541.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18549.011719 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -18549.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18552.812500 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -18552.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18555.544922 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -18555.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18555.544922 Penalty: 1740.890625
	Iteration 7F: 3 clusters Score -18555.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -29534.058594 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -29534.06 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 149 members 
Entering Unmasked Estep 
Score: -28757.960938 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -28757.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28909.615234 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -28909.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28948.113281 Penalty: 1821.885620
	Iteration 2Q: 3 clusters Score -28948.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28949.699219 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -28949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28952.722656 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -28952.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28952.722656 Penalty: 1821.885620
	Iteration 5F: 3 clusters Score -28952.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Entering Unmasked Estep 
Score: -3108705.500000 Penalty: 1639.457764
	Iteration 0F: 2 clusters Score -3108706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3092556.500000 Penalty: 3278.915527
	Iteration 0F: 3 clusters Score -3092556 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3098550.500000 Penalty: 3278.915527
	Iteration 1F: 3 clusters Score -3098550 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3098940.500000 Penalty: 3278.915527
	Iteration 2Q: 3 clusters Score -3098940 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3099367.000000 Penalty: 3278.915527
	Iteration 3Q: 3 clusters Score -3099367 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3099882.750000 Penalty: 3278.915527
	Iteration 4Q: 3 clusters Score -3099883 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3100551.000000 Penalty: 3278.915527
	Iteration 5Q: 3 clusters Score -3100551 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3101427.500000 Penalty: 3278.915527
	Iteration 6F: 3 clusters Score -3101428 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3102508.750000 Penalty: 3278.915527
	Iteration 7F: 3 clusters Score -3102509 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3103697.250000 Penalty: 3278.915527
	Iteration 8F: 3 clusters Score -3103697 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3104577.750000 Penalty: 3278.915527
	Iteration 9F: 3 clusters Score -3104578 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3104988.500000 Penalty: 3278.915527
	Iteration 10Q: 3 clusters Score -3104988 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3105195.500000 Penalty: 3278.915527
	Iteration 11Q: 3 clusters Score -3105196 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3105330.750000 Penalty: 3278.915527
	Iteration 12Q: 3 clusters Score -3105331 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3105451.500000 Penalty: 3278.915527
	Iteration 13Q: 3 clusters Score -3105452 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3105555.500000 Penalty: 3278.915527
	Iteration 14Q: 3 clusters Score -3105556 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3105650.500000 Penalty: 3278.915527
	Iteration 15Q: 3 clusters Score -3105650 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3105728.250000 Penalty: 3278.915527
	Iteration 16Q: 3 clusters Score -3105728 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3105773.750000 Penalty: 3278.915527
	Iteration 17Q: 3 clusters Score -3105774 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3105849.250000 Penalty: 3278.915527
	Iteration 18Q: 3 clusters Score -3105849 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3105911.500000 Penalty: 3278.915527
	Iteration 19Q: 3 clusters Score -3105912 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3105964.000000 Penalty: 3278.915527
	Iteration 20F: 3 clusters Score -3105964 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3105997.000000 Penalty: 3278.915527
	Iteration 21Q: 3 clusters Score -3105997 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3106026.250000 Penalty: 3278.915527
	Iteration 22Q: 3 clusters Score -3106026 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3106058.000000 Penalty: 3278.915527
	Iteration 23Q: 3 clusters Score -3106058 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3106086.500000 Penalty: 3278.915527
	Iteration 24Q: 3 clusters Score -3106086 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3106119.750000 Penalty: 3278.915527
	Iteration 25Q: 3 clusters Score -3106120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3106156.250000 Penalty: 3278.915527
	Iteration 26Q: 3 clusters Score -3106156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3106180.000000 Penalty: 3278.915527
	Iteration 27Q: 3 clusters Score -3106180 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3106210.250000 Penalty: 3278.915527
	Iteration 28Q: 3 clusters Score -3106210 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3106246.000000 Penalty: 3278.915527
	Iteration 29Q: 3 clusters Score -3106246 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3106263.250000 Penalty: 3278.915527
	Iteration 30Q: 3 clusters Score -3106263 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3106287.750000 Penalty: 3278.915527
	Iteration 31Q: 3 clusters Score -3106288 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3106306.750000 Penalty: 3278.915527
	Iteration 32Q: 3 clusters Score -3106307 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3106350.000000 Penalty: 3278.915527
	Iteration 33Q: 3 clusters Score -3106350 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3106385.500000 Penalty: 3278.915527
	Iteration 34Q: 3 clusters Score -3106386 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3106411.250000 Penalty: 3278.915527
	Iteration 35Q: 3 clusters Score -3106411 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3106444.250000 Penalty: 3278.915527
	Iteration 36Q: 3 clusters Score -3106444 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3106480.750000 Penalty: 3278.915527
	Iteration 37Q: 3 clusters Score -3106481 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3106502.000000 Penalty: 3278.915527
	Iteration 38Q: 3 clusters Score -3106502 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3106533.000000 Penalty: 3278.915527
	Iteration 39Q: 3 clusters Score -3106533 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3106555.750000 Penalty: 3278.915527
	Iteration 40F: 3 clusters Score -3106556 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3106606.500000 Penalty: 3278.915527
	Iteration 41Q: 3 clusters Score -3106606 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3106661.500000 Penalty: 3278.915527
	Iteration 42Q: 3 clusters Score -3106662 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3106709.250000 Penalty: 3278.915527
	Iteration 43Q: 3 clusters Score -3106709 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3106772.750000 Penalty: 3278.915527
	Iteration 44Q: 3 clusters Score -3106773 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3106832.000000 Penalty: 3278.915527
	Iteration 45Q: 3 clusters Score -3106832 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3106861.750000 Penalty: 3278.915527
	Iteration 46Q: 3 clusters Score -3106862 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3106884.000000 Penalty: 3278.915527
	Iteration 47Q: 3 clusters Score -3106884 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3106924.250000 Penalty: 3278.915527
	Iteration 48Q: 3 clusters Score -3106924 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3106945.500000 Penalty: 3278.915527
	Iteration 49Q: 3 clusters Score -3106946 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3106956.000000 Penalty: 3278.915527
	Iteration 50Q: 3 clusters Score -3106956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3106982.500000 Penalty: 3278.915527
	Iteration 51Q: 3 clusters Score -3106982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3107006.000000 Penalty: 3278.915527
	Iteration 52Q: 3 clusters Score -3107006 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -3107031.000000 Penalty: 3278.915527
	Iteration 53Q: 3 clusters Score -3107031 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3107056.500000 Penalty: 3278.915527
	Iteration 54Q: 3 clusters Score -3107056 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3107090.750000 Penalty: 3278.915527
	Iteration 55Q: 3 clusters Score -3107091 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3107107.750000 Penalty: 3278.915527
	Iteration 56Q: 3 clusters Score -3107108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3107117.500000 Penalty: 3278.915527
	Iteration 57Q: 3 clusters Score -3107118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3107134.000000 Penalty: 3278.915527
	Iteration 58Q: 3 clusters Score -3107134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3107141.250000 Penalty: 3278.915527
	Iteration 59Q: 3 clusters Score -3107141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3107162.000000 Penalty: 3278.915527
	Iteration 60F: 3 clusters Score -3107162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3107173.000000 Penalty: 3278.915527
	Iteration 61Q: 3 clusters Score -3107173 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3107179 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3107203.250000 Penalty: 3278.915527
	Iteration 63Q: 3 clusters Score -3107203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3107211.500000 Penalty: 3278.915527
	Iteration 64Q: 3 clusters Score -3107212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3107224.750000 Penalty: 3278.915527
	Iteration 65Q: 3 clusters Score -3107225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3107234.000000 Penalty: 3278.915527
	Iteration 66Q: 3 clusters Score -3107234 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3107232.750000 Penalty: 3278.915527
	Iteration 67Q: 3 clusters Score -3107233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3107260.000000 Penalty: 3278.915527
	Iteration 68Q: 3 clusters Score -3107260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3107272.750000 Penalty: 3278.915527
	Iteration 69Q: 3 clusters Score -3107273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3107280.750000 Penalty: 3278.915527
	Iteration 70Q: 3 clusters Score -3107281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3107289.000000 Penalty: 3278.915527
	Iteration 71Q: 3 clusters Score -3107289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3107291.000000 Penalty: 3278.915527
	Iteration 72Q: 3 clusters Score -3107291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3107298.500000 Penalty: 3278.915527
	Iteration 73Q: 3 clusters Score -3107298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3107299.000000 Penalty: 3278.915527
	Iteration 74Q: 3 clusters Score -3107299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3107299.750000 Penalty: 3278.915527
	Iteration 75Q: 3 clusters Score -3107300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3107306.500000 Penalty: 3278.915527
	Iteration 76Q: 3 clusters Score -3107306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3107315.250000 Penalty: 3278.915527
	Iteration 77Q: 3 clusters Score -3107315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3107316.250000 Penalty: 3278.915527
	Iteration 78Q: 3 clusters Score -3107316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3107321.750000 Penalty: 3278.915527
	Iteration 79Q: 3 clusters Score -3107322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3107326.250000 Penalty: 3278.915527
	Iteration 80F: 3 clusters Score -3107326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3107328.750000 Penalty: 3278.915527
	Iteration 81Q: 3 clusters Score -3107329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3107331.250000 Penalty: 3278.915527
	Iteration 82Q: 3 clusters Score -3107331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3107330.500000 Penalty: 3278.915527
	Iteration 83Q: 3 clusters Score -3107330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3107327.750000 Penalty: 3278.915527
	Iteration 84Q: 3 clusters Score -3107328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3107333.250000 Penalty: 3278.915527
	Iteration 85Q: 3 clusters Score -3107333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3107336.750000 Penalty: 3278.915527
	Iteration 86Q: 3 clusters Score -3107337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3107343.000000 Penalty: 3278.915527
	Iteration 87Q: 3 clusters Score -3107343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3107340.500000 Penalty: 3278.915527
	Iteration 88Q: 3 clusters Score -3107340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3107345.500000 Penalty: 3278.915527
	Iteration 89Q: 3 clusters Score -3107346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3107350.250000 Penalty: 3278.915527
	Iteration 90Q: 3 clusters Score -3107350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3107346.000000 Penalty: 3278.915527
	Iteration 91Q: 3 clusters Score -3107346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3107339.000000 Penalty: 3278.915527
	Iteration 92Q: 3 clusters Score -3107339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3107341.500000 Penalty: 3278.915527
	Iteration 93Q: 3 clusters Score -3107342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3107342.500000 Penalty: 3278.915527
	Iteration 94Q: 3 clusters Score -3107342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3107346.750000 Penalty: 3278.915527
	Iteration 95Q: 3 clusters Score -3107347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3107346.750000 Penalty: 3278.915527
	Iteration 96Q: 3 clusters Score -3107347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3107349.750000 Penalty: 3278.915527
	Iteration 97Q: 3 clusters Score -3107350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3107354.000000 Penalty: 3278.915527
	Iteration 98Q: 3 clusters Score -3107354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3107350.750000 Penalty: 3278.915527
	Iteration 99Q: 3 clusters Score -3107351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3107348.750000 Penalty: 3278.915527
	Iteration 100F: 3 clusters Score -3107349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3107353.500000 Penalty: 3278.915527
	Iteration 101Q: 3 clusters Score -3107354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3107352.250000 Penalty: 3278.915527
	Iteration 102Q: 3 clusters Score -3107352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3107352.750000 Penalty: 3278.915527
	Iteration 103Q: 3 clusters Score -3107353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3107354.250000 Penalty: 3278.915527
	Iteration 104Q: 3 clusters Score -3107354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3107353.500000 Penalty: 3278.915527
	Iteration 105Q: 3 clusters Score -3107354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3107351.250000 Penalty: 3278.915527
	Iteration 106Q: 3 clusters Score -3107351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3107355.000000 Penalty: 3278.915527
	Iteration 107Q: 3 clusters Score -3107355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3107353.250000 Penalty: 3278.915527
	Iteration 108Q: 3 clusters Score -3107353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3107354.250000 Penalty: 3278.915527
	Iteration 109Q: 3 clusters Score -3107354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3107350.500000 Penalty: 3278.915527
	Iteration 110Q: 3 clusters Score -3107350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3107353.000000 Penalty: 3278.915527
	Iteration 111Q: 3 clusters Score -3107353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3107357.250000 Penalty: 3278.915527
	Iteration 112Q: 3 clusters Score -3107357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3107356.500000 Penalty: 3278.915527
	Iteration 113Q: 3 clusters Score -3107356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3107353.250000 Penalty: 3278.915527
	Iteration 114Q: 3 clusters Score -3107353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3107355.750000 Penalty: 3278.915527
	Iteration 115Q: 3 clusters Score -3107356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3107357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3107359.750000 Penalty: 3278.915527
	Iteration 117Q: 3 clusters Score -3107360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3107361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3107358.000000 Penalty: 3278.915527
	Iteration 119Q: 3 clusters Score -3107358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3107374.000000 Penalty: 3278.915527
	Iteration 120F: 3 clusters Score -3107374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3107371.000000 Penalty: 3278.915527
	Iteration 121Q: 3 clusters Score -3107371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3107372.250000 Penalty: 3278.915527
	Iteration 122Q: 3 clusters Score -3107372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3107371.500000 Penalty: 3278.915527
	Iteration 123Q: 3 clusters Score -3107372 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3107380.250000 Penalty: 3278.915527
	Iteration 124Q: 3 clusters Score -3107380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3107379.500000 Penalty: 3278.915527
	Iteration 125Q: 3 clusters Score -3107380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3107382.000000 Penalty: 3278.915527
	Iteration 126Q: 3 clusters Score -3107382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3107382.500000 Penalty: 3278.915527
	Iteration 127Q: 3 clusters Score -3107382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3107392.000000 Penalty: 3278.915527
	Iteration 128Q: 3 clusters Score -3107392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3107390.500000 Penalty: 3278.915527
	Iteration 129Q: 3 clusters Score -3107390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3107385.250000 Penalty: 3278.915527
	Iteration 130Q: 3 clusters Score -3107385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3107388.250000 Penalty: 3278.915527
	Iteration 131Q: 3 clusters Score -3107388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3107384.500000 Penalty: 3278.915527
	Iteration 132Q: 3 clusters Score -3107384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3107383.250000 Penalty: 3278.915527
	Iteration 133Q: 3 clusters Score -3107383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3107387.500000 Penalty: 3278.915527
	Iteration 134Q: 3 clusters Score -3107388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3107387.000000 Penalty: 3278.915527
	Iteration 135Q: 3 clusters Score -3107387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3107384.000000 Penalty: 3278.915527
	Iteration 136Q: 3 clusters Score -3107384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3107386.000000 Penalty: 3278.915527
	Iteration 137Q: 3 clusters Score -3107386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3107386.250000 Penalty: 3278.915527
	Iteration 138Q: 3 clusters Score -3107386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3107385.250000 Penalty: 3278.915527
	Iteration 139Q: 3 clusters Score -3107385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3107390.750000 Penalty: 3278.915527
	Iteration 140F: 3 clusters Score -3107391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3107395.750000 Penalty: 3278.915527
	Iteration 141Q: 3 clusters Score -3107396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3107392.000000 Penalty: 3278.915527
	Iteration 142Q: 3 clusters Score -3107392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3107391.000000 Penalty: 3278.915527
	Iteration 143Q: 3 clusters Score -3107391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3107393.250000 Penalty: 3278.915527
	Iteration 144Q: 3 clusters Score -3107393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3107391.750000 Penalty: 3278.915527
	Iteration 145Q: 3 clusters Score -3107392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3107391.750000 Penalty: 3278.915527
	Iteration 146F: 3 clusters Score -3107392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Entering Unmasked Estep 
Score: -14210855.000000 Penalty: 1887.229614
	Iteration 0F: 2 clusters Score -1.421086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -14140758.000000 Penalty: 3774.459229
	Iteration 0F: 3 clusters Score -1.414076e+07 nChanged 53118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -14172365.000000 Penalty: 3774.459229
	Iteration 1F: 3 clusters Score -1.417236e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -14174393.000000 Penalty: 3774.459229
	Iteration 2Q: 3 clusters Score -1.417439e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -14177550.000000 Penalty: 3774.459229
	Iteration 3F: 3 clusters Score -1.417755e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -14182481.000000 Penalty: 3774.459229
	Iteration 4F: 3 clusters Score -1.418248e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -14189502.000000 Penalty: 3774.459229
	Iteration 5F: 3 clusters Score -1.41895e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -14196470.000000 Penalty: 3774.459229
	Iteration 6F: 3 clusters Score -1.419647e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -14200178.000000 Penalty: 3774.459229
	Iteration 7F: 3 clusters Score -1.420018e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -14201539.000000 Penalty: 3774.459229
	Iteration 8Q: 3 clusters Score -1.420154e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -14202059.000000 Penalty: 3774.459229
	Iteration 9Q: 3 clusters Score -1.420206e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -14202446.000000 Penalty: 3774.459229
	Iteration 10Q: 3 clusters Score -1.420245e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -14202771.000000 Penalty: 3774.459229
	Iteration 11Q: 3 clusters Score -1.420277e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -14203032.000000 Penalty: 3774.459229
	Iteration 12Q: 3 clusters Score -1.420303e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -14203272.000000 Penalty: 3774.459229
	Iteration 13Q: 3 clusters Score -1.420327e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -14203508.000000 Penalty: 3774.459229
	Iteration 14Q: 3 clusters Score -1.420351e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -14203640.000000 Penalty: 3774.459229
	Iteration 15Q: 3 clusters Score -1.420364e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -14203762.000000 Penalty: 3774.459229
	Iteration 16Q: 3 clusters Score -1.420376e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -14203836.000000 Penalty: 3774.459229
	Iteration 17Q: 3 clusters Score -1.420384e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -14203820.000000 Penalty: 3774.459229
	Iteration 18Q: 3 clusters Score -1.420382e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -14203778.000000 Penalty: 3774.459229
	Iteration 19Q: 3 clusters Score -1.420378e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -14203833.000000 Penalty: 3774.459229
	Iteration 20F: 3 clusters Score -1.420383e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -14203805.000000 Penalty: 3774.459229
	Iteration 21Q: 3 clusters Score -1.42038e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -14203776.000000 Penalty: 3774.459229
	Iteration 22Q: 3 clusters Score -1.420378e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -14203776.000000 Penalty: 3774.459229
	Iteration 23Q: 3 clusters Score -1.420378e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -14203732.000000 Penalty: 3774.459229
	Iteration 24Q: 3 clusters Score -1.420373e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -14203708.000000 Penalty: 3774.459229
	Iteration 25Q: 3 clusters Score -1.420371e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -14203676.000000 Penalty: 3774.459229
	Iteration 26Q: 3 clusters Score -1.420368e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -14203634.000000 Penalty: 3774.459229
	Iteration 27Q: 3 clusters Score -1.420363e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -14203631.000000 Penalty: 3774.459229
	Iteration 28Q: 3 clusters Score -1.420363e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 77096 members 
Entering Unmasked Estep 
Score: -14203586.000000 Penalty: 3774.459229
	Iteration 29Q: 3 clusters Score -1.420359e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -14203552.000000 Penalty: 3774.459229
	Iteration 30Q: 3 clusters Score -1.420355e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -14203502.000000 Penalty: 3774.459229
	Iteration 31Q: 3 clusters Score -1.42035e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -14203486.000000 Penalty: 3774.459229
	Iteration 32Q: 3 clusters Score -1.420349e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -14203464.000000 Penalty: 3774.459229
	Iteration 33Q: 3 clusters Score -1.420346e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -14203425.000000 Penalty: 3774.459229
	Iteration 34Q: 3 clusters Score -1.420342e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -14203431.000000 Penalty: 3774.459229
	Iteration 35Q: 3 clusters Score -1.420343e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 74970 members 
Entering Unmasked Estep 
Score: -14203402.000000 Penalty: 3774.459229
	Iteration 36Q: 3 clusters Score -1.42034e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -14203425.000000 Penalty: 3774.459229
	Iteration 37Q: 3 clusters Score -1.420342e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -14203399.000000 Penalty: 3774.459229
	Iteration 38Q: 3 clusters Score -1.42034e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -14203353.000000 Penalty: 3774.459229
	Iteration 39Q: 3 clusters Score -1.420335e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -14203279.000000 Penalty: 3774.459229
	Iteration 40F: 3 clusters Score -1.420328e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -14203261.000000 Penalty: 3774.459229
	Iteration 41Q: 3 clusters Score -1.420326e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -14203213.000000 Penalty: 3774.459229
	Iteration 42Q: 3 clusters Score -1.420321e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -14203204.000000 Penalty: 3774.459229
	Iteration 43Q: 3 clusters Score -1.42032e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -14203187.000000 Penalty: 3774.459229
	Iteration 44Q: 3 clusters Score -1.420319e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -14203156.000000 Penalty: 3774.459229
	Iteration 45Q: 3 clusters Score -1.420316e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -14203101.000000 Penalty: 3774.459229
	Iteration 46Q: 3 clusters Score -1.42031e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -14203029.000000 Penalty: 3774.459229
	Iteration 47Q: 3 clusters Score -1.420303e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -14203000.000000 Penalty: 3774.459229
	Iteration 48Q: 3 clusters Score -1.4203e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -14202965.000000 Penalty: 3774.459229
	Iteration 49Q: 3 clusters Score -1.420296e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -14202932.000000 Penalty: 3774.459229
	Iteration 50Q: 3 clusters Score -1.420293e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -14202889.000000 Penalty: 3774.459229
	Iteration 51Q: 3 clusters Score -1.420289e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -14202903.000000 Penalty: 3774.459229
	Iteration 52Q: 3 clusters Score -1.42029e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -14202849.000000 Penalty: 3774.459229
	Iteration 53Q: 3 clusters Score -1.420285e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -14202812.000000 Penalty: 3774.459229
	Iteration 54Q: 3 clusters Score -1.420281e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -14202816.000000 Penalty: 3774.459229
	Iteration 55Q: 3 clusters Score -1.420282e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -14202781.000000 Penalty: 3774.459229
	Iteration 56Q: 3 clusters Score -1.420278e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -14202785.000000 Penalty: 3774.459229
	Iteration 57Q: 3 clusters Score -1.420278e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -14202780.000000 Penalty: 3774.459229
	Iteration 58Q: 3 clusters Score -1.420278e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -14202832.000000 Penalty: 3774.459229
	Iteration 59Q: 3 clusters Score -1.420283e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -14202874.000000 Penalty: 3774.459229
	Iteration 60F: 3 clusters Score -1.420287e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -14202879.000000 Penalty: 3774.459229
	Iteration 61Q: 3 clusters Score -1.420288e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -14202880.000000 Penalty: 3774.459229
	Iteration 62Q: 3 clusters Score -1.420288e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -14202872.000000 Penalty: 3774.459229
	Iteration 63Q: 3 clusters Score -1.420287e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -14202877.000000 Penalty: 3774.459229
	Iteration 64Q: 3 clusters Score -1.420288e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -14202877.000000 Penalty: 3774.459229
	Iteration 65Q: 3 clusters Score -1.420288e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -14202838.000000 Penalty: 3774.459229
	Iteration 66Q: 3 clusters Score -1.420284e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -14202844.000000 Penalty: 3774.459229
	Iteration 67Q: 3 clusters Score -1.420284e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -14202811.000000 Penalty: 3774.459229
	Iteration 68Q: 3 clusters Score -1.420281e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -14202785.000000 Penalty: 3774.459229
	Iteration 69Q: 3 clusters Score -1.420278e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -14202801.000000 Penalty: 3774.459229
	Iteration 70Q: 3 clusters Score -1.42028e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -14202801.000000 Penalty: 3774.459229
	Iteration 71Q: 3 clusters Score -1.42028e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -14202791.000000 Penalty: 3774.459229
	Iteration 72Q: 3 clusters Score -1.420279e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -14202810.000000 Penalty: 3774.459229
	Iteration 73Q: 3 clusters Score -1.420281e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -14202798.000000 Penalty: 3774.459229
	Iteration 74Q: 3 clusters Score -1.42028e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -14202810.000000 Penalty: 3774.459229
	Iteration 75Q: 3 clusters Score -1.420281e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -14202774.000000 Penalty: 3774.459229
	Iteration 76Q: 3 clusters Score -1.420277e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -14202809.000000 Penalty: 3774.459229
	Iteration 77Q: 3 clusters Score -1.420281e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -14202776.000000 Penalty: 3774.459229
	Iteration 78Q: 3 clusters Score -1.420278e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -14202752.000000 Penalty: 3774.459229
	Iteration 79Q: 3 clusters Score -1.420275e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -14202765.000000 Penalty: 3774.459229
	Iteration 80F: 3 clusters Score -1.420276e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -14202739.000000 Penalty: 3774.459229
	Iteration 81Q: 3 clusters Score -1.420274e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -14202748.000000 Penalty: 3774.459229
	Iteration 82Q: 3 clusters Score -1.420275e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -14202758.000000 Penalty: 3774.459229
	Iteration 83Q: 3 clusters Score -1.420276e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -14202743.000000 Penalty: 3774.459229
	Iteration 84Q: 3 clusters Score -1.420274e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -14202769.000000 Penalty: 3774.459229
	Iteration 85Q: 3 clusters Score -1.420277e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -14202787.000000 Penalty: 3774.459229
	Iteration 86Q: 3 clusters Score -1.420279e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -14202807.000000 Penalty: 3774.459229
	Iteration 87Q: 3 clusters Score -1.420281e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -14202801.000000 Penalty: 3774.459229
	Iteration 88Q: 3 clusters Score -1.42028e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -14202805.000000 Penalty: 3774.459229
	Iteration 89Q: 3 clusters Score -1.42028e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -14202821.000000 Penalty: 3774.459229
	Iteration 90Q: 3 clusters Score -1.420282e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -14202782.000000 Penalty: 3774.459229
	Iteration 91Q: 3 clusters Score -1.420278e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -14202804.000000 Penalty: 3774.459229
	Iteration 92Q: 3 clusters Score -1.42028e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -14202803.000000 Penalty: 3774.459229
	Iteration 93Q: 3 clusters Score -1.42028e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -14202800.000000 Penalty: 3774.459229
	Iteration 94Q: 3 clusters Score -1.42028e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -14202794.000000 Penalty: 3774.459229
	Iteration 95Q: 3 clusters Score -1.420279e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -14202783.000000 Penalty: 3774.459229
	Iteration 96Q: 3 clusters Score -1.420278e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -14202766.000000 Penalty: 3774.459229
	Iteration 97Q: 3 clusters Score -1.420277e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -14202746.000000 Penalty: 3774.459229
	Iteration 98Q: 3 clusters Score -1.420275e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -14202754.000000 Penalty: 3774.459229
	Iteration 99Q: 3 clusters Score -1.420275e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -14202777.000000 Penalty: 3774.459229
	Iteration 100F: 3 clusters Score -1.420278e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -14202781.000000 Penalty: 3774.459229
	Iteration 101Q: 3 clusters Score -1.420278e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -14202789.000000 Penalty: 3774.459229
	Iteration 102Q: 3 clusters Score -1.420279e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -14202792.000000 Penalty: 3774.459229
	Iteration 103Q: 3 clusters Score -1.420279e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -14202794.000000 Penalty: 3774.459229
	Iteration 104Q: 3 clusters Score -1.420279e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -14202794.000000 Penalty: 3774.459229
	Iteration 105Q: 3 clusters Score -1.420279e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -14202783.000000 Penalty: 3774.459229
	Iteration 106Q: 3 clusters Score -1.420278e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -14202771.000000 Penalty: 3774.459229
	Iteration 107Q: 3 clusters Score -1.420277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -14202765.000000 Penalty: 3774.459229
	Iteration 108Q: 3 clusters Score -1.420276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -14202780.000000 Penalty: 3774.459229
	Iteration 109Q: 3 clusters Score -1.420278e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -14202763.000000 Penalty: 3774.459229
	Iteration 110Q: 3 clusters Score -1.420276e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -14202776.000000 Penalty: 3774.459229
	Iteration 111Q: 3 clusters Score -1.420278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -14202779.000000 Penalty: 3774.459229
	Iteration 112Q: 3 clusters Score -1.420278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -14202785.000000 Penalty: 3774.459229
	Iteration 113Q: 3 clusters Score -1.420278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -14202800.000000 Penalty: 3774.459229
	Iteration 114Q: 3 clusters Score -1.42028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -14202798.000000 Penalty: 3774.459229
	Iteration 115Q: 3 clusters Score -1.42028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -14202785.000000 Penalty: 3774.459229
	Iteration 116Q: 3 clusters Score -1.420278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -14202767.000000 Penalty: 3774.459229
	Iteration 117Q: 3 clusters Score -1.420277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -14202770.000000 Penalty: 3774.459229
	Iteration 118Q: 3 clusters Score -1.420277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -14202763.000000 Penalty: 3774.459229
	Iteration 119Q: 3 clusters Score -1.420276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -14202765.000000 Penalty: 3774.459229
	Iteration 120F: 3 clusters Score -1.420276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -14202766.000000 Penalty: 3774.459229
	Iteration 121Q: 3 clusters Score -1.420277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -14202777.000000 Penalty: 3774.459229
	Iteration 122Q: 3 clusters Score -1.420278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -14202783.000000 Penalty: 3774.459229
	Iteration 123Q: 3 clusters Score -1.420278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -14202772.000000 Penalty: 3774.459229
	Iteration 124Q: 3 clusters Score -1.420277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -14202775.000000 Penalty: 3774.459229
	Iteration 125Q: 3 clusters Score -1.420278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -14202766.000000 Penalty: 3774.459229
	Iteration 126Q: 3 clusters Score -1.420277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -14202774.000000 Penalty: 3774.459229
	Iteration 127Q: 3 clusters Score -1.420277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -14202774.000000 Penalty: 3774.459229
	Iteration 128Q: 3 clusters Score -1.420277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -14202772.000000 Penalty: 3774.459229
	Iteration 129Q: 3 clusters Score -1.420277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -14202772.000000 Penalty: 3774.459229
	Iteration 130F: 3 clusters Score -1.420277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Entering Unmasked Estep 
Score: -5291962.000000 Penalty: 1726.183594
	Iteration 0F: 2 clusters Score -5291962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5264566.000000 Penalty: 3452.367188
	Iteration 0F: 3 clusters Score -5264566 nChanged 19169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -5275140.000000 Penalty: 3452.367188
	Iteration 1F: 3 clusters Score -5275140 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -5275624.500000 Penalty: 3452.367188
	Iteration 2Q: 3 clusters Score -5275624 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -5276245.000000 Penalty: 3452.367188
	Iteration 3Q: 3 clusters Score -5276245 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -5277000.500000 Penalty: 3452.367188
	Iteration 4Q: 3 clusters Score -5277000 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -5278205.500000 Penalty: 3452.367188
	Iteration 5Q: 3 clusters Score -5278206 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5279951.500000 Penalty: 3452.367188
	Iteration 6F: 3 clusters Score -5279952 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -5281826.500000 Penalty: 3452.367188
	Iteration 7F: 3 clusters Score -5281826 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -5283554.000000 Penalty: 3452.367188
	Iteration 8F: 3 clusters Score -5283554 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -5284845.000000 Penalty: 3452.367188
	Iteration 9F: 3 clusters Score -5284845 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5285674.000000 Penalty: 3452.367188
	Iteration 10Q: 3 clusters Score -5285674 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -5286071.500000 Penalty: 3452.367188
	Iteration 11Q: 3 clusters Score -5286072 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -5286342.000000 Penalty: 3452.367188
	Iteration 12Q: 3 clusters Score -5286342 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -5286466.500000 Penalty: 3452.367188
	Iteration 13Q: 3 clusters Score -5286466 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -5286581.500000 Penalty: 3452.367188
	Iteration 14Q: 3 clusters Score -5286582 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -5286683.000000 Penalty: 3452.367188
	Iteration 15Q: 3 clusters Score -5286683 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -5286761.500000 Penalty: 3452.367188
	Iteration 16Q: 3 clusters Score -5286762 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5286818.500000 Penalty: 3452.367188
	Iteration 17Q: 3 clusters Score -5286818 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -5286891.000000 Penalty: 3452.367188
	Iteration 18Q: 3 clusters Score -5286891 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -5286955.000000 Penalty: 3452.367188
	Iteration 19Q: 3 clusters Score -5286955 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -5287024.000000 Penalty: 3452.367188
	Iteration 20F: 3 clusters Score -5287024 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -5287109.000000 Penalty: 3452.367188
	Iteration 21Q: 3 clusters Score -5287109 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -5287192.500000 Penalty: 3452.367188
	Iteration 22Q: 3 clusters Score -5287192 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -5287293.000000 Penalty: 3452.367188
	Iteration 23Q: 3 clusters Score -5287293 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -5287363.500000 Penalty: 3452.367188
	Iteration 24Q: 3 clusters Score -5287364 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -5287456.500000 Penalty: 3452.367188
	Iteration 25Q: 3 clusters Score -5287456 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -5287560.000000 Penalty: 3452.367188
	Iteration 26Q: 3 clusters Score -5287560 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -5287666.000000 Penalty: 3452.367188
	Iteration 27Q: 3 clusters Score -5287666 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -5287788.500000 Penalty: 3452.367188
	Iteration 28Q: 3 clusters Score -5287788 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -5287900.500000 Penalty: 3452.367188
	Iteration 29Q: 3 clusters Score -5287900 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -5288015.500000 Penalty: 3452.367188
	Iteration 30Q: 3 clusters Score -5288016 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -5288140.500000 Penalty: 3452.367188
	Iteration 31Q: 3 clusters Score -5288140 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -5288261.500000 Penalty: 3452.367188
	Iteration 32Q: 3 clusters Score -5288262 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -5288418.500000 Penalty: 3452.367188
	Iteration 33Q: 3 clusters Score -5288418 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -5288576.500000 Penalty: 3452.367188
	Iteration 34Q: 3 clusters Score -5288576 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -5288730.000000 Penalty: 3452.367188
	Iteration 35Q: 3 clusters Score -5288730 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -5288849.000000 Penalty: 3452.367188
	Iteration 36Q: 3 clusters Score -5288849 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -5289019.000000 Penalty: 3452.367188
	Iteration 37Q: 3 clusters Score -5289019 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -5289157.500000 Penalty: 3452.367188
	Iteration 38Q: 3 clusters Score -5289158 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -5289323.000000 Penalty: 3452.367188
	Iteration 39Q: 3 clusters Score -5289323 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5289441.500000 Penalty: 3452.367188
	Iteration 40F: 3 clusters Score -5289442 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -5289595.000000 Penalty: 3452.367188
	Iteration 41Q: 3 clusters Score -5289595 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5289716.000000 Penalty: 3452.367188
	Iteration 42Q: 3 clusters Score -5289716 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -5289832.000000 Penalty: 3452.367188
	Iteration 43Q: 3 clusters Score -5289832 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -5289935.500000 Penalty: 3452.367188
	Iteration 44Q: 3 clusters Score -5289936 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5290029.000000 Penalty: 3452.367188
	Iteration 45Q: 3 clusters Score -5290029 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -5290102.500000 Penalty: 3452.367188
	Iteration 46Q: 3 clusters Score -5290102 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -5290154.000000 Penalty: 3452.367188
	Iteration 47Q: 3 clusters Score -5290154 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -5290222.000000 Penalty: 3452.367188
	Iteration 48Q: 3 clusters Score -5290222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5290268.000000 Penalty: 3452.367188
	Iteration 49Q: 3 clusters Score -5290268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -5290304.000000 Penalty: 3452.367188
	Iteration 50Q: 3 clusters Score -5290304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -5290323.500000 Penalty: 3452.367188
	Iteration 51Q: 3 clusters Score -5290324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -5290360.500000 Penalty: 3452.367188
	Iteration 52Q: 3 clusters Score -5290360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5290381.000000 Penalty: 3452.367188
	Iteration 53Q: 3 clusters Score -5290381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5290393.000000 Penalty: 3452.367188
	Iteration 54Q: 3 clusters Score -5290393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -5290399.000000 Penalty: 3452.367188
	Iteration 55Q: 3 clusters Score -5290399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5290410.000000 Penalty: 3452.367188
	Iteration 56Q: 3 clusters Score -5290410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -5290408.500000 Penalty: 3452.367188
	Iteration 57Q: 3 clusters Score -5290408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5290418.500000 Penalty: 3452.367188
	Iteration 58Q: 3 clusters Score -5290418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5290424.500000 Penalty: 3452.367188
	Iteration 59Q: 3 clusters Score -5290424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5290439.500000 Penalty: 3452.367188
	Iteration 60F: 3 clusters Score -5290440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5290437.000000 Penalty: 3452.367188
	Iteration 61Q: 3 clusters Score -5290437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -5290437.000000 Penalty: 3452.367188
	Iteration 62Q: 3 clusters Score -5290437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -5290445.000000 Penalty: 3452.367188
	Iteration 63Q: 3 clusters Score -5290445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -5290442.000000 Penalty: 3452.367188
	Iteration 64Q: 3 clusters Score -5290442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5290446.000000 Penalty: 3452.367188
	Iteration 65Q: 3 clusters Score -5290446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -5290442.000000 Penalty: 3452.367188
	Iteration 66Q: 3 clusters Score -5290442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -5290445.000000 Penalty: 3452.367188
	Iteration 67Q: 3 clusters Score -5290445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -5290450.500000 Penalty: 3452.367188
	Iteration 68Q: 3 clusters Score -5290450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -5290449.500000 Penalty: 3452.367188
	Iteration 69Q: 3 clusters Score -5290450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -5290451.500000 Penalty: 3452.367188
	Iteration 70Q: 3 clusters Score -5290452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -5290454.000000 Penalty: 3452.367188
	Iteration 71Q: 3 clusters Score -5290454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -5290451.000000 Penalty: 3452.367188
	Iteration 72Q: 3 clusters Score -5290451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -5290460.500000 Penalty: 3452.367188
	Iteration 73Q: 3 clusters Score -5290460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -5290470.500000 Penalty: 3452.367188
	Iteration 74Q: 3 clusters Score -5290470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5290475.000000 Penalty: 3452.367188
	Iteration 75Q: 3 clusters Score -5290475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5290478.500000 Penalty: 3452.367188
	Iteration 76Q: 3 clusters Score -5290478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5290479.000000 Penalty: 3452.367188
	Iteration 77Q: 3 clusters Score -5290479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5290483.000000 Penalty: 3452.367188
	Iteration 78Q: 3 clusters Score -5290483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -5290488.500000 Penalty: 3452.367188
	Iteration 79Q: 3 clusters Score -5290488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -5290488.000000 Penalty: 3452.367188
	Iteration 80F: 3 clusters Score -5290488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5290484.500000 Penalty: 3452.367188
	Iteration 81Q: 3 clusters Score -5290484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5290490.500000 Penalty: 3452.367188
	Iteration 82Q: 3 clusters Score -5290490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5290490.000000 Penalty: 3452.367188
	Iteration 83Q: 3 clusters Score -5290490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5290488.500000 Penalty: 3452.367188
	Iteration 84Q: 3 clusters Score -5290488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5290492.500000 Penalty: 3452.367188
	Iteration 85Q: 3 clusters Score -5290492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -5290496.500000 Penalty: 3452.367188
	Iteration 86Q: 3 clusters Score -5290496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -5290497.000000 Penalty: 3452.367188
	Iteration 87Q: 3 clusters Score -5290497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5290496.000000 Penalty: 3452.367188
	Iteration 88Q: 3 clusters Score -5290496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5290496.000000 Penalty: 3452.367188
	Iteration 89F: 3 clusters Score -5290496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -30621.914062 Penalty: 922.472534
	Iteration 0F: 2 clusters Score -30621.91 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 155 members 
Entering Unmasked Estep 
Score: -29804.197266 Penalty: 1844.945068
	Iteration 0F: 3 clusters Score -29804.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29986.707031 Penalty: 1844.945068
	Iteration 1F: 3 clusters Score -29986.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30075.511719 Penalty: 1844.945068
	Iteration 2F: 3 clusters Score -30075.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30096.068359 Penalty: 1844.945068
	Iteration 3Q: 3 clusters Score -30096.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30108.585938 Penalty: 1844.945068
	Iteration 4Q: 3 clusters Score -30108.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30114.976562 Penalty: 1844.945068
	Iteration 5Q: 3 clusters Score -30114.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30120.236328 Penalty: 1844.945068
	Iteration 6Q: 3 clusters Score -30120.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30121.117188 Penalty: 1844.945068
	Iteration 7Q: 3 clusters Score -30121.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30121.117188 Penalty: 1844.945068
	Iteration 8F: 3 clusters Score -30121.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 20270 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 104233 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5289 members 
Mstep: Class 11 contains 39908 members 
Mstep: Class 12 contains 74818 members 
Mstep: Class 13 contains 15182 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58188 members 
Mstep: Class 16 contains 25762 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 24076 members 
Mstep: Class 22 contains 110605 members 
Mstep: Class 23 contains 41055 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516424.000000 Penalty: 47263.542969
Iteration 119Q: 23 clusters Score -6.951642e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 20244 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 103858 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 40634 members 
Mstep: Class 12 contains 74496 members 
Mstep: Class 13 contains 15162 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 58132 members 
Mstep: Class 16 contains 25509 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 24217 members 
Mstep: Class 22 contains 110351 members 
Mstep: Class 23 contains 41420 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69516856.000000 Penalty: 47263.542969
Iteration 120F: 23 clusters Score -6.951686e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 20197 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 103424 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5553 members 
Mstep: Class 11 contains 41435 members 
Mstep: Class 12 contains 74182 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 58065 members 
Mstep: Class 16 contains 25283 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 24351 members 
Mstep: Class 22 contains 110100 members 
Mstep: Class 23 contains 41750 members 
Mstep: Class 24 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517416.000000 Penalty: 47263.542969
Iteration 121Q: 23 clusters Score -6.951742e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 20147 members 
Mstep: Class 4 contains 197 members 
Mstep: Class 5 contains 3334 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 103011 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 5680 members 
Mstep: Class 11 contains 42198 members 
Mstep: Class 12 contains 73927 members 
Mstep: Class 13 contains 15088 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 58003 members 
Mstep: Class 16 contains 25067 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 24476 members 
Mstep: Class 22 contains 109859 members 
Mstep: Class 23 contains 42058 members 
Mstep: Class 24 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69517920.000000 Penalty: 47263.542969
Iteration 122Q: 23 clusters Score -6.951792e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 20122 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 102649 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 42948 members 
Mstep: Class 12 contains 73720 members 
Mstep: Class 13 contains 15038 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57929 members 
Mstep: Class 16 contains 24863 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 24558 members 
Mstep: Class 22 contains 109610 members 
Mstep: Class 23 contains 42316 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69518072.000000 Penalty: 47263.542969
Iteration 123Q: 23 clusters Score -6.951807e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3330 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 102228 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 43719 members 
Mstep: Class 12 contains 73570 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57876 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 24641 members 
Mstep: Class 22 contains 109355 members 
Mstep: Class 23 contains 42552 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69518352.000000 Penalty: 47263.542969
Iteration 124Q: 23 clusters Score -6.951835e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 20050 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 101762 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 6013 members 
Mstep: Class 11 contains 44498 members 
Mstep: Class 12 contains 73471 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57803 members 
Mstep: Class 16 contains 24485 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 24712 members 
Mstep: Class 22 contains 109081 members 
Mstep: Class 23 contains 42831 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69518352.000000 Penalty: 47263.542969
Iteration 125Q: 23 clusters Score -6.951835e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 20009 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3313 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 101284 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 45290 members 
Mstep: Class 12 contains 73401 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57727 members 
Mstep: Class 16 contains 24320 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 24793 members 
Mstep: Class 22 contains 108759 members 
Mstep: Class 23 contains 43083 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69518568.000000 Penalty: 47263.542969
Iteration 126Q: 23 clusters Score -6.951857e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 19969 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 8 contains 100815 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 6195 members 
Mstep: Class 11 contains 46063 members 
Mstep: Class 12 contains 73357 members 
Mstep: Class 13 contains 14896 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 57653 members 
Mstep: Class 16 contains 24192 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 108408 members 
Mstep: Class 23 contains 43343 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69518624.000000 Penalty: 47263.542969
Iteration 127Q: 23 clusters Score -6.951862e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 19940 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3301 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 3123 members 
Mstep: Class 8 contains 100307 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 46833 members 
Mstep: Class 12 contains 73348 members 
Mstep: Class 13 contains 14859 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57592 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 24947 members 
Mstep: Class 22 contains 108056 members 
Mstep: Class 23 contains 43608 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 128Q: 23 clusters Score -6.951896e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 19907 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 99863 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6351 members 
Mstep: Class 11 contains 47562 members 
Mstep: Class 12 contains 73345 members 
Mstep: Class 13 contains 14814 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57548 members 
Mstep: Class 16 contains 23949 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 25022 members 
Mstep: Class 22 contains 107678 members 
Mstep: Class 23 contains 43839 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 129Q: 23 clusters Score -6.95193e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 19869 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 3101 members 
Mstep: Class 8 contains 99426 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6412 members 
Mstep: Class 11 contains 48280 members 
Mstep: Class 12 contains 73369 members 
Mstep: Class 13 contains 14772 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57516 members 
Mstep: Class 16 contains 23847 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 25086 members 
Mstep: Class 22 contains 107280 members 
Mstep: Class 23 contains 44045 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 130Q: 23 clusters Score -6.951953e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 19825 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3332 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 99097 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6477 members 
Mstep: Class 11 contains 48894 members 
Mstep: Class 12 contains 73408 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57484 members 
Mstep: Class 16 contains 23733 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 25129 members 
Mstep: Class 22 contains 106952 members 
Mstep: Class 23 contains 44227 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 131Q: 23 clusters Score -6.951976e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 19803 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3349 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 3092 members 
Mstep: Class 8 contains 98756 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6524 members 
Mstep: Class 11 contains 49452 members 
Mstep: Class 12 contains 73511 members 
Mstep: Class 13 contains 14657 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57457 members 
Mstep: Class 16 contains 23632 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 25186 members 
Mstep: Class 22 contains 106589 members 
Mstep: Class 23 contains 44384 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 132Q: 23 clusters Score -6.952008e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 19784 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 3086 members 
Mstep: Class 8 contains 98421 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 49924 members 
Mstep: Class 12 contains 73621 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57431 members 
Mstep: Class 16 contains 23542 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 21 contains 25245 members 
Mstep: Class 22 contains 106281 members 
Mstep: Class 23 contains 44541 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 133Q: 23 clusters Score -6.952033e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 19760 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3361 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 3079 members 
Mstep: Class 8 contains 98130 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 50309 members 
Mstep: Class 12 contains 73750 members 
Mstep: Class 13 contains 14567 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57409 members 
Mstep: Class 16 contains 23456 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25315 members 
Mstep: Class 22 contains 106013 members 
Mstep: Class 23 contains 44664 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 134Q: 23 clusters Score -6.952048e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 19740 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 3965 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 97813 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6645 members 
Mstep: Class 11 contains 50670 members 
Mstep: Class 12 contains 73895 members 
Mstep: Class 13 contains 14524 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57378 members 
Mstep: Class 16 contains 23384 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25375 members 
Mstep: Class 22 contains 105775 members 
Mstep: Class 23 contains 44789 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -6.952065e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 19713 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 97531 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 50976 members 
Mstep: Class 12 contains 74025 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57367 members 
Mstep: Class 16 contains 23322 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25448 members 
Mstep: Class 22 contains 105591 members 
Mstep: Class 23 contains 44882 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 136Q: 23 clusters Score -6.952082e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 19693 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 97286 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 51255 members 
Mstep: Class 12 contains 74128 members 
Mstep: Class 13 contains 14445 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57353 members 
Mstep: Class 16 contains 23272 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25506 members 
Mstep: Class 22 contains 105428 members 
Mstep: Class 23 contains 44990 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -6.952082e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 19662 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 97058 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6694 members 
Mstep: Class 11 contains 51545 members 
Mstep: Class 12 contains 74217 members 
Mstep: Class 13 contains 14399 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57347 members 
Mstep: Class 16 contains 23221 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25557 members 
Mstep: Class 22 contains 105265 members 
Mstep: Class 23 contains 45094 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 138Q: 23 clusters Score -6.952092e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 19632 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3361 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 8 contains 96854 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 51821 members 
Mstep: Class 12 contains 74324 members 
Mstep: Class 13 contains 14363 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57340 members 
Mstep: Class 16 contains 23164 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25591 members 
Mstep: Class 22 contains 105117 members 
Mstep: Class 23 contains 45179 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 139Q: 23 clusters Score -6.95211e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 19615 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 3052 members 
Mstep: Class 8 contains 96675 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 52046 members 
Mstep: Class 12 contains 74434 members 
Mstep: Class 13 contains 14329 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57339 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25620 members 
Mstep: Class 22 contains 104979 members 
Mstep: Class 23 contains 45260 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -6.952115e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 19605 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3349 members 
Mstep: Class 6 contains 3991 members 
Mstep: Class 7 contains 3046 members 
Mstep: Class 8 contains 96519 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6687 members 
Mstep: Class 11 contains 52266 members 
Mstep: Class 12 contains 74549 members 
Mstep: Class 13 contains 14288 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57334 members 
Mstep: Class 16 contains 23033 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25648 members 
Mstep: Class 22 contains 104840 members 
Mstep: Class 23 contains 45348 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 141Q: 23 clusters Score -6.95214e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 19595 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3349 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 3045 members 
Mstep: Class 8 contains 96370 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 52471 members 
Mstep: Class 12 contains 74662 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57329 members 
Mstep: Class 16 contains 22958 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25690 members 
Mstep: Class 22 contains 104700 members 
Mstep: Class 23 contains 45431 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 142Q: 23 clusters Score -6.952138e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 19592 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3347 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 3044 members 
Mstep: Class 8 contains 96247 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6681 members 
Mstep: Class 11 contains 52655 members 
Mstep: Class 12 contains 74757 members 
Mstep: Class 13 contains 14211 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57331 members 
Mstep: Class 16 contains 22896 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25734 members 
Mstep: Class 22 contains 104539 members 
Mstep: Class 23 contains 45517 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 143Q: 23 clusters Score -6.95215e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 19584 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 3041 members 
Mstep: Class 8 contains 96131 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6681 members 
Mstep: Class 11 contains 52818 members 
Mstep: Class 12 contains 74864 members 
Mstep: Class 13 contains 14169 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57338 members 
Mstep: Class 16 contains 22856 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25783 members 
Mstep: Class 22 contains 104371 members 
Mstep: Class 23 contains 45594 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -6.952152e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 19573 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 95984 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6680 members 
Mstep: Class 11 contains 52988 members 
Mstep: Class 12 contains 74959 members 
Mstep: Class 13 contains 14128 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57343 members 
Mstep: Class 16 contains 22810 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25846 members 
Mstep: Class 22 contains 104216 members 
Mstep: Class 23 contains 45689 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 145Q: 23 clusters Score -6.95216e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 19568 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3328 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 3037 members 
Mstep: Class 8 contains 95864 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6669 members 
Mstep: Class 11 contains 53146 members 
Mstep: Class 12 contains 75037 members 
Mstep: Class 13 contains 14090 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57355 members 
Mstep: Class 16 contains 22773 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25895 members 
Mstep: Class 22 contains 104070 members 
Mstep: Class 23 contains 45773 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 146Q: 23 clusters Score -6.952167e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 19566 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3324 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 3034 members 
Mstep: Class 8 contains 95732 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6653 members 
Mstep: Class 11 contains 53290 members 
Mstep: Class 12 contains 75105 members 
Mstep: Class 13 contains 14061 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57356 members 
Mstep: Class 16 contains 22753 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 25960 members 
Mstep: Class 22 contains 103944 members 
Mstep: Class 23 contains 45848 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 147Q: 23 clusters Score -6.952178e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 19566 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3324 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 3033 members 
Mstep: Class 8 contains 95637 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 53409 members 
Mstep: Class 12 contains 75187 members 
Mstep: Class 13 contains 14035 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57348 members 
Mstep: Class 16 contains 22731 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26019 members 
Mstep: Class 22 contains 103833 members 
Mstep: Class 23 contains 45913 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 148Q: 23 clusters Score -6.952194e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 19570 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 3030 members 
Mstep: Class 8 contains 95551 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 53521 members 
Mstep: Class 12 contains 75240 members 
Mstep: Class 13 contains 14010 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57350 members 
Mstep: Class 16 contains 22711 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26085 members 
Mstep: Class 22 contains 103730 members 
Mstep: Class 23 contains 45970 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 149Q: 23 clusters Score -6.952203e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 19566 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 3026 members 
Mstep: Class 8 contains 95474 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6591 members 
Mstep: Class 11 contains 53603 members 
Mstep: Class 12 contains 75289 members 
Mstep: Class 13 contains 13991 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57343 members 
Mstep: Class 16 contains 22693 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26147 members 
Mstep: Class 22 contains 103652 members 
Mstep: Class 23 contains 46021 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522024.000000 Penalty: 47263.542969
Iteration 150Q: 23 clusters Score -6.952202e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 19560 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 3023 members 
Mstep: Class 8 contains 95401 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 53676 members 
Mstep: Class 12 contains 75343 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57330 members 
Mstep: Class 16 contains 22684 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26199 members 
Mstep: Class 22 contains 103594 members 
Mstep: Class 23 contains 46063 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522088.000000 Penalty: 47263.542969
Iteration 151Q: 23 clusters Score -6.952209e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 19561 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 95330 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 53747 members 
Mstep: Class 12 contains 75369 members 
Mstep: Class 13 contains 13962 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57319 members 
Mstep: Class 16 contains 22679 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26243 members 
Mstep: Class 22 contains 103539 members 
Mstep: Class 23 contains 46108 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522104.000000 Penalty: 47263.542969
Iteration 152Q: 23 clusters Score -6.95221e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 19564 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 95257 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 53817 members 
Mstep: Class 12 contains 75407 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57315 members 
Mstep: Class 16 contains 22670 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26272 members 
Mstep: Class 22 contains 103474 members 
Mstep: Class 23 contains 46138 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522080.000000 Penalty: 47263.542969
Iteration 153Q: 23 clusters Score -6.952208e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 19564 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3306 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 3020 members 
Mstep: Class 8 contains 95215 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 53876 members 
Mstep: Class 12 contains 75445 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57317 members 
Mstep: Class 16 contains 22667 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26293 members 
Mstep: Class 22 contains 103384 members 
Mstep: Class 23 contains 46180 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522120.000000 Penalty: 47263.542969
Iteration 154Q: 23 clusters Score -6.952212e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 899 members 
Mstep: Class 3 contains 19568 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3307 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 3020 members 
Mstep: Class 8 contains 95191 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 53910 members 
Mstep: Class 12 contains 75495 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57312 members 
Mstep: Class 16 contains 22663 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26311 members 
Mstep: Class 22 contains 103313 members 
Mstep: Class 23 contains 46218 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522056.000000 Penalty: 47263.542969
Iteration 155Q: 23 clusters Score -6.952206e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 900 members 
Mstep: Class 3 contains 19567 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 3018 members 
Mstep: Class 8 contains 95151 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 53937 members 
Mstep: Class 12 contains 75531 members 
Mstep: Class 13 contains 13890 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57309 members 
Mstep: Class 16 contains 22670 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26328 members 
Mstep: Class 22 contains 103274 members 
Mstep: Class 23 contains 46251 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521904.000000 Penalty: 47263.542969
Iteration 156Q: 23 clusters Score -6.95219e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 900 members 
Mstep: Class 3 contains 19567 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3307 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 3013 members 
Mstep: Class 8 contains 95124 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6531 members 
Mstep: Class 11 contains 53964 members 
Mstep: Class 12 contains 75562 members 
Mstep: Class 13 contains 13873 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57313 members 
Mstep: Class 16 contains 22676 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26344 members 
Mstep: Class 22 contains 103204 members 
Mstep: Class 23 contains 46293 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521920.000000 Penalty: 47263.542969
Iteration 157Q: 23 clusters Score -6.952192e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 19570 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3307 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 95113 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6509 members 
Mstep: Class 11 contains 53977 members 
Mstep: Class 12 contains 75576 members 
Mstep: Class 13 contains 13870 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57310 members 
Mstep: Class 16 contains 22691 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26364 members 
Mstep: Class 22 contains 103134 members 
Mstep: Class 23 contains 46345 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521856.000000 Penalty: 47263.542969
Iteration 158Q: 23 clusters Score -6.952186e+07 nChanged 418
Entering ConstructFrom: 
Score: -69521856.000000 Penalty: 47263.542969
Entering ConstructFrom: 
Trying to split cluster 1 (18275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Entering Unmasked Estep 
Score: -2304279.250000 Penalty: 1594.659546
	Iteration 0F: 2 clusters Score -2304279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2291837.250000 Penalty: 3189.319092
	Iteration 0F: 3 clusters Score -2291837 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2296254.750000 Penalty: 3189.319092
	Iteration 1F: 3 clusters Score -2296255 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2296553.000000 Penalty: 3189.319092
	Iteration 2Q: 3 clusters Score -2296553 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2296818.750000 Penalty: 3189.319092
	Iteration 3Q: 3 clusters Score -2296819 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2297072.500000 Penalty: 3189.319092
	Iteration 4Q: 3 clusters Score -2297072 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2297365.250000 Penalty: 3189.319092
	Iteration 5Q: 3 clusters Score -2297365 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2297775.500000 Penalty: 3189.319092
	Iteration 6Q: 3 clusters Score -2297776 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2298288.250000 Penalty: 3189.319092
	Iteration 7F: 3 clusters Score -2298288 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2299031.250000 Penalty: 3189.319092
	Iteration 8F: 3 clusters Score -2299031 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2299991.250000 Penalty: 3189.319092
	Iteration 9F: 3 clusters Score -2299991 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2301029.250000 Penalty: 3189.319092
	Iteration 10F: 3 clusters Score -2301029 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2301844.250000 Penalty: 3189.319092
	Iteration 11Q: 3 clusters Score -2301844 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2302361.500000 Penalty: 3189.319092
	Iteration 12Q: 3 clusters Score -2302362 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2302661.500000 Penalty: 3189.319092
	Iteration 13Q: 3 clusters Score -2302662 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2302796.250000 Penalty: 3189.319092
	Iteration 14Q: 3 clusters Score -2302796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2302849.000000 Penalty: 3189.319092
	Iteration 15Q: 3 clusters Score -2302849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2302881.000000 Penalty: 3189.319092
	Iteration 16Q: 3 clusters Score -2302881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2302907.500000 Penalty: 3189.319092
	Iteration 17Q: 3 clusters Score -2302908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2302925.250000 Penalty: 3189.319092
	Iteration 18Q: 3 clusters Score -2302925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2302939.500000 Penalty: 3189.319092
	Iteration 19Q: 3 clusters Score -2302940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2302946.750000 Penalty: 3189.319092
	Iteration 20F: 3 clusters Score -2302947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2302958.250000 Penalty: 3189.319092
	Iteration 21Q: 3 clusters Score -2302958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2302963.250000 Penalty: 3189.319092
	Iteration 22Q: 3 clusters Score -2302963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2302964.500000 Penalty: 3189.319092
	Iteration 23Q: 3 clusters Score -2302964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2302965.250000 Penalty: 3189.319092
	Iteration 24Q: 3 clusters Score -2302965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2302964.250000 Penalty: 3189.319092
	Iteration 25Q: 3 clusters Score -2302964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2302964.750000 Penalty: 3189.319092
	Iteration 26Q: 3 clusters Score -2302965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2302965.250000 Penalty: 3189.319092
	Iteration 27Q: 3 clusters Score -2302965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2302965.250000 Penalty: 3189.319092
	Iteration 28F: 3 clusters Score -2302965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -105128.007812 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -105128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103771.320312 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -103771.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104018.000000 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -104018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104095.445312 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -104095.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104144.406250 Penalty: 2211.499756
	Iteration 3Q: 3 clusters Score -104144.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104190.953125 Penalty: 2211.499756
	Iteration 4Q: 3 clusters Score -104191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -104264.289062 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -104264.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104314.234375 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -104314.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104356.781250 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -104356.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -104378.601562 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -104378.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -104391.218750 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -104391.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -104403.656250 Penalty: 2211.499756
	Iteration 10Q: 3 clusters Score -104403.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -104407.992188 Penalty: 2211.499756
	Iteration 11Q: 3 clusters Score -104408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -104414.078125 Penalty: 2211.499756
	Iteration 12Q: 3 clusters Score -104414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -104416.445312 Penalty: 2211.499756
	Iteration 13Q: 3 clusters Score -104416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -104422.734375 Penalty: 2211.499756
	Iteration 14Q: 3 clusters Score -104422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -104426.148438 Penalty: 2211.499756
	Iteration 15Q: 3 clusters Score -104426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -104428.984375 Penalty: 2211.499756
	Iteration 16Q: 3 clusters Score -104429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -104429.703125 Penalty: 2211.499756
	Iteration 17Q: 3 clusters Score -104429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -104432.085938 Penalty: 2211.499756
	Iteration 18Q: 3 clusters Score -104432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -104433.882812 Penalty: 2211.499756
	Iteration 19Q: 3 clusters Score -104433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -104434.867188 Penalty: 2211.499756
	Iteration 20F: 3 clusters Score -104434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -104440.554688 Penalty: 2211.499756
	Iteration 21Q: 3 clusters Score -104440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -104446.093750 Penalty: 2211.499756
	Iteration 22Q: 3 clusters Score -104446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -104451.484375 Penalty: 2211.499756
	Iteration 23Q: 3 clusters Score -104451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -104459.234375 Penalty: 2211.499756
	Iteration 24Q: 3 clusters Score -104459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -104464.242188 Penalty: 2211.499756
	Iteration 25Q: 3 clusters Score -104464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -104466.328125 Penalty: 2211.499756
	Iteration 26Q: 3 clusters Score -104466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -104471.031250 Penalty: 2211.499756
	Iteration 27Q: 3 clusters Score -104471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -104472.710938 Penalty: 2211.499756
	Iteration 28Q: 3 clusters Score -104472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -104473.898438 Penalty: 2211.499756
	Iteration 29Q: 3 clusters Score -104473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -104474.390625 Penalty: 2211.499756
	Iteration 30Q: 3 clusters Score -104474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -104475.007812 Penalty: 2211.499756
	Iteration 31Q: 3 clusters Score -104475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -104475.531250 Penalty: 2211.499756
	Iteration 32Q: 3 clusters Score -104475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -104476.617188 Penalty: 2211.499756
	Iteration 33Q: 3 clusters Score -104476.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104478.531250 Penalty: 2211.499756
	Iteration 34Q: 3 clusters Score -104478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -104479.796875 Penalty: 2211.499756
	Iteration 35Q: 3 clusters Score -104479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -104481.601562 Penalty: 2211.499756
	Iteration 36Q: 3 clusters Score -104481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -104482.226562 Penalty: 2211.499756
	Iteration 37Q: 3 clusters Score -104482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -104484.296875 Penalty: 2211.499756
	Iteration 38Q: 3 clusters Score -104484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -104484.835938 Penalty: 2211.499756
	Iteration 39Q: 3 clusters Score -104484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -104489.078125 Penalty: 2211.499756
	Iteration 40F: 3 clusters Score -104489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -104494.296875 Penalty: 2211.499756
	Iteration 41Q: 3 clusters Score -104494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -104503.531250 Penalty: 2211.499756
	Iteration 42Q: 3 clusters Score -104503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -104515.664062 Penalty: 2211.499756
	Iteration 43Q: 3 clusters Score -104515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104530.359375 Penalty: 2211.499756
	Iteration 44Q: 3 clusters Score -104530.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104537.648438 Penalty: 2211.499756
	Iteration 45Q: 3 clusters Score -104537.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104548.617188 Penalty: 2211.499756
	Iteration 46Q: 3 clusters Score -104548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104552.976562 Penalty: 2211.499756
	Iteration 47Q: 3 clusters Score -104553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104553.312500 Penalty: 2211.499756
	Iteration 48Q: 3 clusters Score -104553.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104553.312500 Penalty: 2211.499756
	Iteration 49F: 3 clusters Score -104553.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Entering Unmasked Estep 
Score: -2535651.250000 Penalty: 1605.817993
	Iteration 0F: 2 clusters Score -2535651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2522310.750000 Penalty: 3211.635986
	Iteration 0F: 3 clusters Score -2522311 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2527142.000000 Penalty: 3211.635986
	Iteration 1F: 3 clusters Score -2527142 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2527699.500000 Penalty: 3211.635986
	Iteration 2F: 3 clusters Score -2527700 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2528437.500000 Penalty: 3211.635986
	Iteration 3F: 3 clusters Score -2528438 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2529502.750000 Penalty: 3211.635986
	Iteration 4F: 3 clusters Score -2529503 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2530863.500000 Penalty: 3211.635986
	Iteration 5F: 3 clusters Score -2530864 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2532193.250000 Penalty: 3211.635986
	Iteration 6F: 3 clusters Score -2532193 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2533213.500000 Penalty: 3211.635986
	Iteration 7F: 3 clusters Score -2533214 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2533846.500000 Penalty: 3211.635986
	Iteration 8Q: 3 clusters Score -2533846 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2534145.000000 Penalty: 3211.635986
	Iteration 9Q: 3 clusters Score -2534145 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2534308.500000 Penalty: 3211.635986
	Iteration 10Q: 3 clusters Score -2534308 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2534409.750000 Penalty: 3211.635986
	Iteration 11Q: 3 clusters Score -2534410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2534455.250000 Penalty: 3211.635986
	Iteration 12Q: 3 clusters Score -2534455 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2534483.250000 Penalty: 3211.635986
	Iteration 13Q: 3 clusters Score -2534483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2534512.500000 Penalty: 3211.635986
	Iteration 14Q: 3 clusters Score -2534512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2534521.750000 Penalty: 3211.635986
	Iteration 15Q: 3 clusters Score -2534522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2534535.750000 Penalty: 3211.635986
	Iteration 16Q: 3 clusters Score -2534536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2534547.750000 Penalty: 3211.635986
	Iteration 17Q: 3 clusters Score -2534548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2534557.750000 Penalty: 3211.635986
	Iteration 18Q: 3 clusters Score -2534558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2534561.750000 Penalty: 3211.635986
	Iteration 19Q: 3 clusters Score -2534562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2534559.250000 Penalty: 3211.635986
	Iteration 20F: 3 clusters Score -2534559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -7587.351074 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -7587.351 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 101 members 
Entering Unmasked Estep 
Score: -6964.963379 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -6964.963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7142.463867 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -7142.464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7216.542480 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -7216.542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7248.486816 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -7248.487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7252.458496 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -7252.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7254.800293 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -7254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7257.036621 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -7257.037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7257.036621 Penalty: 1720.324097
	Iteration 7F: 3 clusters Score -7257.037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -400799.531250 Penalty: 1316.768555
	Iteration 0F: 2 clusters Score -400799.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -397845.593750 Penalty: 2633.537109
	Iteration 0F: 3 clusters Score -397845.6 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -398561.843750 Penalty: 2633.537109
	Iteration 1F: 3 clusters Score -398561.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -398695.750000 Penalty: 2633.537109
	Iteration 2F: 3 clusters Score -398695.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -398788.500000 Penalty: 2633.537109
	Iteration 3F: 3 clusters Score -398788.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -398845.156250 Penalty: 2633.537109
	Iteration 4Q: 3 clusters Score -398845.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -398895.968750 Penalty: 2633.537109
	Iteration 5Q: 3 clusters Score -398896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -398946.031250 Penalty: 2633.537109
	Iteration 6Q: 3 clusters Score -398946 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -398998.468750 Penalty: 2633.537109
	Iteration 7Q: 3 clusters Score -398998.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -399040.500000 Penalty: 2633.537109
	Iteration 8Q: 3 clusters Score -399040.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -399070.687500 Penalty: 2633.537109
	Iteration 9Q: 3 clusters Score -399070.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -399108.937500 Penalty: 2633.537109
	Iteration 10Q: 3 clusters Score -399108.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -399148.875000 Penalty: 2633.537109
	Iteration 11Q: 3 clusters Score -399148.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -399203.843750 Penalty: 2633.537109
	Iteration 12Q: 3 clusters Score -399203.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -399253.562500 Penalty: 2633.537109
	Iteration 13Q: 3 clusters Score -399253.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -399284.031250 Penalty: 2633.537109
	Iteration 14Q: 3 clusters Score -399284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -399307.000000 Penalty: 2633.537109
	Iteration 15Q: 3 clusters Score -399307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -399323.843750 Penalty: 2633.537109
	Iteration 16Q: 3 clusters Score -399323.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -399344.187500 Penalty: 2633.537109
	Iteration 17Q: 3 clusters Score -399344.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -399364.093750 Penalty: 2633.537109
	Iteration 18Q: 3 clusters Score -399364.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -399387.281250 Penalty: 2633.537109
	Iteration 19Q: 3 clusters Score -399387.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -399413.437500 Penalty: 2633.537109
	Iteration 20F: 3 clusters Score -399413.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -399431.562500 Penalty: 2633.537109
	Iteration 21Q: 3 clusters Score -399431.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -399449.656250 Penalty: 2633.537109
	Iteration 22Q: 3 clusters Score -399449.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -399466.093750 Penalty: 2633.537109
	Iteration 23Q: 3 clusters Score -399466.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -399483.375000 Penalty: 2633.537109
	Iteration 24Q: 3 clusters Score -399483.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -399497.687500 Penalty: 2633.537109
	Iteration 25Q: 3 clusters Score -399497.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -399512.656250 Penalty: 2633.537109
	Iteration 26Q: 3 clusters Score -399512.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -399525.437500 Penalty: 2633.537109
	Iteration 27Q: 3 clusters Score -399525.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -399543.125000 Penalty: 2633.537109
	Iteration 28Q: 3 clusters Score -399543.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -399552.437500 Penalty: 2633.537109
	Iteration 29Q: 3 clusters Score -399552.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -399562.968750 Penalty: 2633.537109
	Iteration 30Q: 3 clusters Score -399563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -399568.875000 Penalty: 2633.537109
	Iteration 31Q: 3 clusters Score -399568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -399577.156250 Penalty: 2633.537109
	Iteration 32Q: 3 clusters Score -399577.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -399584.000000 Penalty: 2633.537109
	Iteration 33Q: 3 clusters Score -399584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -399588.125000 Penalty: 2633.537109
	Iteration 34Q: 3 clusters Score -399588.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -399592.687500 Penalty: 2633.537109
	Iteration 35Q: 3 clusters Score -399592.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -399597.156250 Penalty: 2633.537109
	Iteration 36Q: 3 clusters Score -399597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -399601.187500 Penalty: 2633.537109
	Iteration 37Q: 3 clusters Score -399601.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -399604.875000 Penalty: 2633.537109
	Iteration 38Q: 3 clusters Score -399604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -399609.187500 Penalty: 2633.537109
	Iteration 39Q: 3 clusters Score -399609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -399615.250000 Penalty: 2633.537109
	Iteration 40F: 3 clusters Score -399615.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -399617.375000 Penalty: 2633.537109
	Iteration 41Q: 3 clusters Score -399617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -399621.468750 Penalty: 2633.537109
	Iteration 42Q: 3 clusters Score -399621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -399625.062500 Penalty: 2633.537109
	Iteration 43Q: 3 clusters Score -399625.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -399627.437500 Penalty: 2633.537109
	Iteration 44Q: 3 clusters Score -399627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -399631.875000 Penalty: 2633.537109
	Iteration 45Q: 3 clusters Score -399631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -399635.812500 Penalty: 2633.537109
	Iteration 46Q: 3 clusters Score -399635.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -399639.343750 Penalty: 2633.537109
	Iteration 47Q: 3 clusters Score -399639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -399642.812500 Penalty: 2633.537109
	Iteration 48Q: 3 clusters Score -399642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -399643.031250 Penalty: 2633.537109
	Iteration 49Q: 3 clusters Score -399643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -399643.406250 Penalty: 2633.537109
	Iteration 50Q: 3 clusters Score -399643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -399644.812500 Penalty: 2633.537109
	Iteration 51Q: 3 clusters Score -399644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -399645.750000 Penalty: 2633.537109
	Iteration 52Q: 3 clusters Score -399645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -399647.437500 Penalty: 2633.537109
	Iteration 53Q: 3 clusters Score -399647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -399647.781250 Penalty: 2633.537109
	Iteration 54Q: 3 clusters Score -399647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -399647.875000 Penalty: 2633.537109
	Iteration 55Q: 3 clusters Score -399647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -399648.687500 Penalty: 2633.537109
	Iteration 56Q: 3 clusters Score -399648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -399649.937500 Penalty: 2633.537109
	Iteration 57Q: 3 clusters Score -399649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -399650.531250 Penalty: 2633.537109
	Iteration 58Q: 3 clusters Score -399650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -399652.125000 Penalty: 2633.537109
	Iteration 59Q: 3 clusters Score -399652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -399654.031250 Penalty: 2633.537109
	Iteration 60F: 3 clusters Score -399654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -399654.187500 Penalty: 2633.537109
	Iteration 61Q: 3 clusters Score -399654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -399654.625000 Penalty: 2633.537109
	Iteration 62Q: 3 clusters Score -399654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -399657.000000 Penalty: 2633.537109
	Iteration 63Q: 3 clusters Score -399657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -399661.000000 Penalty: 2633.537109
	Iteration 64Q: 3 clusters Score -399661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -399664.718750 Penalty: 2633.537109
	Iteration 65Q: 3 clusters Score -399664.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -399668.875000 Penalty: 2633.537109
	Iteration 66Q: 3 clusters Score -399668.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -399670.875000 Penalty: 2633.537109
	Iteration 67Q: 3 clusters Score -399670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -399674.687500 Penalty: 2633.537109
	Iteration 68Q: 3 clusters Score -399674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -399675.781250 Penalty: 2633.537109
	Iteration 69Q: 3 clusters Score -399675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -399677.187500 Penalty: 2633.537109
	Iteration 70Q: 3 clusters Score -399677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -399678.218750 Penalty: 2633.537109
	Iteration 71Q: 3 clusters Score -399678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -399679.937500 Penalty: 2633.537109
	Iteration 72Q: 3 clusters Score -399679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -399680.781250 Penalty: 2633.537109
	Iteration 73Q: 3 clusters Score -399680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -399681.250000 Penalty: 2633.537109
	Iteration 74Q: 3 clusters Score -399681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -399683.593750 Penalty: 2633.537109
	Iteration 75Q: 3 clusters Score -399683.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -399686.187500 Penalty: 2633.537109
	Iteration 76Q: 3 clusters Score -399686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -399688.656250 Penalty: 2633.537109
	Iteration 77Q: 3 clusters Score -399688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -399688.906250 Penalty: 2633.537109
	Iteration 78Q: 3 clusters Score -399688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -399690.718750 Penalty: 2633.537109
	Iteration 79Q: 3 clusters Score -399690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -399691.625000 Penalty: 2633.537109
	Iteration 80F: 3 clusters Score -399691.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -498580.750000 Penalty: 1348.633911
	Iteration 0F: 2 clusters Score -498580.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -495195.281250 Penalty: 2697.267822
	Iteration 0F: 3 clusters Score -495195.3 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -496048.062500 Penalty: 2697.267822
	Iteration 1F: 3 clusters Score -496048.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -496203.687500 Penalty: 2697.267822
	Iteration 2F: 3 clusters Score -496203.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -496310.093750 Penalty: 2697.267822
	Iteration 3F: 3 clusters Score -496310.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -496392.875000 Penalty: 2697.267822
	Iteration 4Q: 3 clusters Score -496392.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -496466.093750 Penalty: 2697.267822
	Iteration 5Q: 3 clusters Score -496466.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -496544.312500 Penalty: 2697.267822
	Iteration 6Q: 3 clusters Score -496544.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -496641.843750 Penalty: 2697.267822
	Iteration 7Q: 3 clusters Score -496641.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -496739.500000 Penalty: 2697.267822
	Iteration 8Q: 3 clusters Score -496739.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -496806.656250 Penalty: 2697.267822
	Iteration 9Q: 3 clusters Score -496806.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -496868.843750 Penalty: 2697.267822
	Iteration 10Q: 3 clusters Score -496868.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -496928.718750 Penalty: 2697.267822
	Iteration 11Q: 3 clusters Score -496928.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -496991.968750 Penalty: 2697.267822
	Iteration 12Q: 3 clusters Score -496992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -497069.562500 Penalty: 2697.267822
	Iteration 13Q: 3 clusters Score -497069.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -497157.718750 Penalty: 2697.267822
	Iteration 14Q: 3 clusters Score -497157.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -497239.031250 Penalty: 2697.267822
	Iteration 15Q: 3 clusters Score -497239 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -497312.437500 Penalty: 2697.267822
	Iteration 16Q: 3 clusters Score -497312.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -497365.437500 Penalty: 2697.267822
	Iteration 17Q: 3 clusters Score -497365.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -497385.343750 Penalty: 2697.267822
	Iteration 18Q: 3 clusters Score -497385.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -497403.593750 Penalty: 2697.267822
	Iteration 19Q: 3 clusters Score -497403.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -497421.062500 Penalty: 2697.267822
	Iteration 20F: 3 clusters Score -497421.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -497433.562500 Penalty: 2697.267822
	Iteration 21Q: 3 clusters Score -497433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -497440.750000 Penalty: 2697.267822
	Iteration 22Q: 3 clusters Score -497440.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -497446.562500 Penalty: 2697.267822
	Iteration 23Q: 3 clusters Score -497446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -497448.812500 Penalty: 2697.267822
	Iteration 24Q: 3 clusters Score -497448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -497451.750000 Penalty: 2697.267822
	Iteration 25Q: 3 clusters Score -497451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -497453.000000 Penalty: 2697.267822
	Iteration 26Q: 3 clusters Score -497453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -497455.875000 Penalty: 2697.267822
	Iteration 27Q: 3 clusters Score -497455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -497461.593750 Penalty: 2697.267822
	Iteration 28Q: 3 clusters Score -497461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -497463.343750 Penalty: 2697.267822
	Iteration 29Q: 3 clusters Score -497463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -497464.875000 Penalty: 2697.267822
	Iteration 30Q: 3 clusters Score -497464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -497466.843750 Penalty: 2697.267822
	Iteration 31Q: 3 clusters Score -497466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -497468.687500 Penalty: 2697.267822
	Iteration 32Q: 3 clusters Score -497468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -497469.718750 Penalty: 2697.267822
	Iteration 33Q: 3 clusters Score -497469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -497470.562500 Penalty: 2697.267822
	Iteration 34Q: 3 clusters Score -497470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -497471.375000 Penalty: 2697.267822
	Iteration 35Q: 3 clusters Score -497471.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -497473.906250 Penalty: 2697.267822
	Iteration 36Q: 3 clusters Score -497473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -497476.562500 Penalty: 2697.267822
	Iteration 37Q: 3 clusters Score -497476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -497476.718750 Penalty: 2697.267822
	Iteration 38Q: 3 clusters Score -497476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -497476.562500 Penalty: 2697.267822
	Iteration 39Q: 3 clusters Score -497476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -497477.437500 Penalty: 2697.267822
	Iteration 40F: 3 clusters Score -497477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -497479.718750 Penalty: 2697.267822
	Iteration 41Q: 3 clusters Score -497479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -497480.906250 Penalty: 2697.267822
	Iteration 42Q: 3 clusters Score -497480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -497482.968750 Penalty: 2697.267822
	Iteration 43Q: 3 clusters Score -497483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -497485.125000 Penalty: 2697.267822
	Iteration 44Q: 3 clusters Score -497485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -497489.125000 Penalty: 2697.267822
	Iteration 45Q: 3 clusters Score -497489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -497492.281250 Penalty: 2697.267822
	Iteration 46Q: 3 clusters Score -497492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -497500.781250 Penalty: 2697.267822
	Iteration 47Q: 3 clusters Score -497500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -497508.218750 Penalty: 2697.267822
	Iteration 48Q: 3 clusters Score -497508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -497509.625000 Penalty: 2697.267822
	Iteration 49Q: 3 clusters Score -497509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -497511.968750 Penalty: 2697.267822
	Iteration 50Q: 3 clusters Score -497512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -497511.687500 Penalty: 2697.267822
	Iteration 51Q: 3 clusters Score -497511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -497511.687500 Penalty: 2697.267822
	Iteration 52F: 3 clusters Score -497511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -372019.812500 Penalty: 1301.467407
	Iteration 0F: 2 clusters Score -372019.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -369259.437500 Penalty: 2602.934814
	Iteration 0F: 3 clusters Score -369259.4 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -369988.625000 Penalty: 2602.934814
	Iteration 1F: 3 clusters Score -369988.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -370196.843750 Penalty: 2602.934814
	Iteration 2F: 3 clusters Score -370196.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -370405.250000 Penalty: 2602.934814
	Iteration 3F: 3 clusters Score -370405.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -370645.375000 Penalty: 2602.934814
	Iteration 4F: 3 clusters Score -370645.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -370820.937500 Penalty: 2602.934814
	Iteration 5F: 3 clusters Score -370820.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -370932.906250 Penalty: 2602.934814
	Iteration 6Q: 3 clusters Score -370932.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -371020.656250 Penalty: 2602.934814
	Iteration 7Q: 3 clusters Score -371020.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -371093.812500 Penalty: 2602.934814
	Iteration 8Q: 3 clusters Score -371093.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -371153.906250 Penalty: 2602.934814
	Iteration 9Q: 3 clusters Score -371153.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -371217.218750 Penalty: 2602.934814
	Iteration 10Q: 3 clusters Score -371217.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -371274.281250 Penalty: 2602.934814
	Iteration 11Q: 3 clusters Score -371274.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -371311.625000 Penalty: 2602.934814
	Iteration 12Q: 3 clusters Score -371311.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -371330.968750 Penalty: 2602.934814
	Iteration 13Q: 3 clusters Score -371331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -371346.687500 Penalty: 2602.934814
	Iteration 14Q: 3 clusters Score -371346.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -371362.937500 Penalty: 2602.934814
	Iteration 15Q: 3 clusters Score -371362.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -371386.406250 Penalty: 2602.934814
	Iteration 16Q: 3 clusters Score -371386.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -371398.562500 Penalty: 2602.934814
	Iteration 17Q: 3 clusters Score -371398.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -371404.406250 Penalty: 2602.934814
	Iteration 18Q: 3 clusters Score -371404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -371408.968750 Penalty: 2602.934814
	Iteration 19Q: 3 clusters Score -371409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -371412.875000 Penalty: 2602.934814
	Iteration 20F: 3 clusters Score -371412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -371416.062500 Penalty: 2602.934814
	Iteration 21Q: 3 clusters Score -371416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -371416.937500 Penalty: 2602.934814
	Iteration 22Q: 3 clusters Score -371416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -371419.531250 Penalty: 2602.934814
	Iteration 23Q: 3 clusters Score -371419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -371420.468750 Penalty: 2602.934814
	Iteration 24Q: 3 clusters Score -371420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -371420.250000 Penalty: 2602.934814
	Iteration 25Q: 3 clusters Score -371420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -371421.000000 Penalty: 2602.934814
	Iteration 26Q: 3 clusters Score -371421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -371421.875000 Penalty: 2602.934814
	Iteration 27Q: 3 clusters Score -371421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -371421.875000 Penalty: 2602.934814
	Iteration 28F: 3 clusters Score -371421.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (95076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Entering Unmasked Estep 
Score: -12215116.000000 Penalty: 1862.645142
	Iteration 0F: 2 clusters Score -1.221512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -12153882.000000 Penalty: 3725.290283
	Iteration 0F: 3 clusters Score -1.215388e+07 nChanged 45486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -12180974.000000 Penalty: 3725.290283
	Iteration 1F: 3 clusters Score -1.218097e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -12182411.000000 Penalty: 3725.290283
	Iteration 2Q: 3 clusters Score -1.218241e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -12184614.000000 Penalty: 3725.290283
	Iteration 3Q: 3 clusters Score -1.218461e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -12187969.000000 Penalty: 3725.290283
	Iteration 4F: 3 clusters Score -1.218797e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -12192615.000000 Penalty: 3725.290283
	Iteration 5F: 3 clusters Score -1.219262e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -12198331.000000 Penalty: 3725.290283
	Iteration 6F: 3 clusters Score -1.219833e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -12202787.000000 Penalty: 3725.290283
	Iteration 7F: 3 clusters Score -1.220279e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -12204902.000000 Penalty: 3725.290283
	Iteration 8Q: 3 clusters Score -1.22049e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -12205954.000000 Penalty: 3725.290283
	Iteration 9Q: 3 clusters Score -1.220595e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -12206941.000000 Penalty: 3725.290283
	Iteration 10Q: 3 clusters Score -1.220694e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -12207727.000000 Penalty: 3725.290283
	Iteration 11Q: 3 clusters Score -1.220773e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -12208425.000000 Penalty: 3725.290283
	Iteration 12Q: 3 clusters Score -1.220842e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -12208976.000000 Penalty: 3725.290283
	Iteration 13Q: 3 clusters Score -1.220898e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -12209589.000000 Penalty: 3725.290283
	Iteration 14Q: 3 clusters Score -1.220959e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -12210003.000000 Penalty: 3725.290283
	Iteration 15Q: 3 clusters Score -1.221e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -12210335.000000 Penalty: 3725.290283
	Iteration 16Q: 3 clusters Score -1.221034e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -12210737.000000 Penalty: 3725.290283
	Iteration 17Q: 3 clusters Score -1.221074e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -12210947.000000 Penalty: 3725.290283
	Iteration 18Q: 3 clusters Score -1.221095e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -12211186.000000 Penalty: 3725.290283
	Iteration 19Q: 3 clusters Score -1.221119e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -12211330.000000 Penalty: 3725.290283
	Iteration 20F: 3 clusters Score -1.221133e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -12211462.000000 Penalty: 3725.290283
	Iteration 21Q: 3 clusters Score -1.221146e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -12211539.000000 Penalty: 3725.290283
	Iteration 22Q: 3 clusters Score -1.221154e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -12211655.000000 Penalty: 3725.290283
	Iteration 23Q: 3 clusters Score -1.221166e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -12211720.000000 Penalty: 3725.290283
	Iteration 24Q: 3 clusters Score -1.221172e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -12211810.000000 Penalty: 3725.290283
	Iteration 25Q: 3 clusters Score -1.221181e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -12211894.000000 Penalty: 3725.290283
	Iteration 26Q: 3 clusters Score -1.221189e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -12212075.000000 Penalty: 3725.290283
	Iteration 27Q: 3 clusters Score -1.221208e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -12212201.000000 Penalty: 3725.290283
	Iteration 28Q: 3 clusters Score -1.22122e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -12212341.000000 Penalty: 3725.290283
	Iteration 29Q: 3 clusters Score -1.221234e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -12212506.000000 Penalty: 3725.290283
	Iteration 30Q: 3 clusters Score -1.221251e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -12212630.000000 Penalty: 3725.290283
	Iteration 31Q: 3 clusters Score -1.221263e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -12212688.000000 Penalty: 3725.290283
	Iteration 32Q: 3 clusters Score -1.221269e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -12212769.000000 Penalty: 3725.290283
	Iteration 33Q: 3 clusters Score -1.221277e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -12212849.000000 Penalty: 3725.290283
	Iteration 34Q: 3 clusters Score -1.221285e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -12212905.000000 Penalty: 3725.290283
	Iteration 35Q: 3 clusters Score -1.22129e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -12212993.000000 Penalty: 3725.290283
	Iteration 36Q: 3 clusters Score -1.221299e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -12213057.000000 Penalty: 3725.290283
	Iteration 37Q: 3 clusters Score -1.221306e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90163 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -12213087.000000 Penalty: 3725.290283
	Iteration 38Q: 3 clusters Score -1.221309e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90473 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -12213185.000000 Penalty: 3725.290283
	Iteration 39Q: 3 clusters Score -1.221318e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -12213267.000000 Penalty: 3725.290283
	Iteration 40F: 3 clusters Score -1.221327e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -12213288.000000 Penalty: 3725.290283
	Iteration 41Q: 3 clusters Score -1.221329e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91328 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -12213384.000000 Penalty: 3725.290283
	Iteration 42Q: 3 clusters Score -1.221338e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -12213448.000000 Penalty: 3725.290283
	Iteration 43Q: 3 clusters Score -1.221345e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -12213495.000000 Penalty: 3725.290283
	Iteration 44Q: 3 clusters Score -1.22135e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -12213554.000000 Penalty: 3725.290283
	Iteration 45Q: 3 clusters Score -1.221355e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -12213632.000000 Penalty: 3725.290283
	Iteration 46Q: 3 clusters Score -1.221363e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -12213657.000000 Penalty: 3725.290283
	Iteration 47Q: 3 clusters Score -1.221366e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92526 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -12213674.000000 Penalty: 3725.290283
	Iteration 48Q: 3 clusters Score -1.221367e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -12213691.000000 Penalty: 3725.290283
	Iteration 49Q: 3 clusters Score -1.221369e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -12213699.000000 Penalty: 3725.290283
	Iteration 50Q: 3 clusters Score -1.22137e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92830 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -12213716.000000 Penalty: 3725.290283
	Iteration 51Q: 3 clusters Score -1.221372e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92916 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -12213733.000000 Penalty: 3725.290283
	Iteration 52Q: 3 clusters Score -1.221373e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -12213756.000000 Penalty: 3725.290283
	Iteration 53Q: 3 clusters Score -1.221376e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -12213750.000000 Penalty: 3725.290283
	Iteration 54Q: 3 clusters Score -1.221375e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -12213755.000000 Penalty: 3725.290283
	Iteration 55Q: 3 clusters Score -1.221376e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -12213782.000000 Penalty: 3725.290283
	Iteration 56Q: 3 clusters Score -1.221378e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -12213801.000000 Penalty: 3725.290283
	Iteration 57Q: 3 clusters Score -1.22138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -12213819.000000 Penalty: 3725.290283
	Iteration 58Q: 3 clusters Score -1.221382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -12213834.000000 Penalty: 3725.290283
	Iteration 59Q: 3 clusters Score -1.221383e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12213862.000000 Penalty: 3725.290283
	Iteration 60F: 3 clusters Score -1.221386e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93385 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12213876.000000 Penalty: 3725.290283
	Iteration 61Q: 3 clusters Score -1.221388e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -12213862.000000 Penalty: 3725.290283
	Iteration 62Q: 3 clusters Score -1.221386e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12213870.000000 Penalty: 3725.290283
	Iteration 63Q: 3 clusters Score -1.221387e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -12213882.000000 Penalty: 3725.290283
	Iteration 64Q: 3 clusters Score -1.221388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93487 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12213896.000000 Penalty: 3725.290283
	Iteration 65Q: 3 clusters Score -1.22139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93503 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -12213884.000000 Penalty: 3725.290283
	Iteration 66Q: 3 clusters Score -1.221388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -12213889.000000 Penalty: 3725.290283
	Iteration 67Q: 3 clusters Score -1.221389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93521 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -12213901.000000 Penalty: 3725.290283
	Iteration 68Q: 3 clusters Score -1.22139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93533 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -12213923.000000 Penalty: 3725.290283
	Iteration 69Q: 3 clusters Score -1.221392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12213925.000000 Penalty: 3725.290283
	Iteration 70Q: 3 clusters Score -1.221392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -12213922.000000 Penalty: 3725.290283
	Iteration 71Q: 3 clusters Score -1.221392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -12213925.000000 Penalty: 3725.290283
	Iteration 72Q: 3 clusters Score -1.221392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -12213923.000000 Penalty: 3725.290283
	Iteration 73Q: 3 clusters Score -1.221392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12213931.000000 Penalty: 3725.290283
	Iteration 74Q: 3 clusters Score -1.221393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -12213939.000000 Penalty: 3725.290283
	Iteration 75Q: 3 clusters Score -1.221394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -12213931.000000 Penalty: 3725.290283
	Iteration 76Q: 3 clusters Score -1.221393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -12213930.000000 Penalty: 3725.290283
	Iteration 77Q: 3 clusters Score -1.221393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -12213930.000000 Penalty: 3725.290283
	Iteration 78F: 3 clusters Score -1.221393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -31408.558594 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -31408.56 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 172 members 
Entering Unmasked Estep 
Score: -30566.458984 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -30566.46 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30791.037109 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -30791.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30876.068359 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -30876.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30957.675781 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -30957.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31045.761719 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -31045.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31075.636719 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -31075.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31082.947266 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -31082.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31092.578125 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -31092.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31095.337891 Penalty: 1899.151978
	Iteration 8Q: 3 clusters Score -31095.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31095.337891 Penalty: 1899.151978
	Iteration 9F: 3 clusters Score -31095.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Entering Unmasked Estep 
Score: -856914.687500 Penalty: 1426.578125
	Iteration 0F: 2 clusters Score -856914.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -851943.500000 Penalty: 2853.156250
	Iteration 0F: 3 clusters Score -851943.5 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -853347.750000 Penalty: 2853.156250
	Iteration 1F: 3 clusters Score -853347.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -853540.500000 Penalty: 2853.156250
	Iteration 2F: 3 clusters Score -853540.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -853672.250000 Penalty: 2853.156250
	Iteration 3Q: 3 clusters Score -853672.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -853773.812500 Penalty: 2853.156250
	Iteration 4Q: 3 clusters Score -853773.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -853855.687500 Penalty: 2853.156250
	Iteration 5Q: 3 clusters Score -853855.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -853926.312500 Penalty: 2853.156250
	Iteration 6Q: 3 clusters Score -853926.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -853998.375000 Penalty: 2853.156250
	Iteration 7Q: 3 clusters Score -853998.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -854068.687500 Penalty: 2853.156250
	Iteration 8Q: 3 clusters Score -854068.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -854125.375000 Penalty: 2853.156250
	Iteration 9Q: 3 clusters Score -854125.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -854170.750000 Penalty: 2853.156250
	Iteration 10Q: 3 clusters Score -854170.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -854211.062500 Penalty: 2853.156250
	Iteration 11Q: 3 clusters Score -854211.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -854248.875000 Penalty: 2853.156250
	Iteration 12Q: 3 clusters Score -854248.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -854293.437500 Penalty: 2853.156250
	Iteration 13Q: 3 clusters Score -854293.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -854360.187500 Penalty: 2853.156250
	Iteration 14Q: 3 clusters Score -854360.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -854452.375000 Penalty: 2853.156250
	Iteration 15Q: 3 clusters Score -854452.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -854568.687500 Penalty: 2853.156250
	Iteration 16Q: 3 clusters Score -854568.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -854706.000000 Penalty: 2853.156250
	Iteration 17Q: 3 clusters Score -854706 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -854814.937500 Penalty: 2853.156250
	Iteration 18Q: 3 clusters Score -854814.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -854900.687500 Penalty: 2853.156250
	Iteration 19Q: 3 clusters Score -854900.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -854956.125000 Penalty: 2853.156250
	Iteration 20F: 3 clusters Score -854956.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -855011.562500 Penalty: 2853.156250
	Iteration 21Q: 3 clusters Score -855011.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -855054.312500 Penalty: 2853.156250
	Iteration 22Q: 3 clusters Score -855054.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -855088.562500 Penalty: 2853.156250
	Iteration 23Q: 3 clusters Score -855088.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -855109.062500 Penalty: 2853.156250
	Iteration 24Q: 3 clusters Score -855109.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -855132.812500 Penalty: 2853.156250
	Iteration 25Q: 3 clusters Score -855132.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -855152.312500 Penalty: 2853.156250
	Iteration 26Q: 3 clusters Score -855152.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -855164.187500 Penalty: 2853.156250
	Iteration 27Q: 3 clusters Score -855164.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -855173.937500 Penalty: 2853.156250
	Iteration 28Q: 3 clusters Score -855173.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -855186.562500 Penalty: 2853.156250
	Iteration 29Q: 3 clusters Score -855186.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -855195.312500 Penalty: 2853.156250
	Iteration 30Q: 3 clusters Score -855195.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -855201.625000 Penalty: 2853.156250
	Iteration 31Q: 3 clusters Score -855201.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -855206.937500 Penalty: 2853.156250
	Iteration 32Q: 3 clusters Score -855206.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -855221.500000 Penalty: 2853.156250
	Iteration 33Q: 3 clusters Score -855221.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -855234.062500 Penalty: 2853.156250
	Iteration 34Q: 3 clusters Score -855234.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -855240.187500 Penalty: 2853.156250
	Iteration 35Q: 3 clusters Score -855240.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -855248.250000 Penalty: 2853.156250
	Iteration 36Q: 3 clusters Score -855248.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -855253.500000 Penalty: 2853.156250
	Iteration 37Q: 3 clusters Score -855253.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -855259.812500 Penalty: 2853.156250
	Iteration 38Q: 3 clusters Score -855259.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -855263.875000 Penalty: 2853.156250
	Iteration 39Q: 3 clusters Score -855263.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -855265.375000 Penalty: 2853.156250
	Iteration 40F: 3 clusters Score -855265.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -855267.500000 Penalty: 2853.156250
	Iteration 41Q: 3 clusters Score -855267.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -855271.062500 Penalty: 2853.156250
	Iteration 42Q: 3 clusters Score -855271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -855270.687500 Penalty: 2853.156250
	Iteration 43Q: 3 clusters Score -855270.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -855271.812500 Penalty: 2853.156250
	Iteration 44Q: 3 clusters Score -855271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -855273.875000 Penalty: 2853.156250
	Iteration 45Q: 3 clusters Score -855273.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -855277.500000 Penalty: 2853.156250
	Iteration 46Q: 3 clusters Score -855277.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -855285.437500 Penalty: 2853.156250
	Iteration 47Q: 3 clusters Score -855285.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -855292.437500 Penalty: 2853.156250
	Iteration 48Q: 3 clusters Score -855292.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -855304.812500 Penalty: 2853.156250
	Iteration 49Q: 3 clusters Score -855304.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -855313.375000 Penalty: 2853.156250
	Iteration 50Q: 3 clusters Score -855313.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -855323.562500 Penalty: 2853.156250
	Iteration 51Q: 3 clusters Score -855323.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -855331.750000 Penalty: 2853.156250
	Iteration 52Q: 3 clusters Score -855331.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -855338.812500 Penalty: 2853.156250
	Iteration 53Q: 3 clusters Score -855338.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -855344.875000 Penalty: 2853.156250
	Iteration 54Q: 3 clusters Score -855344.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -855351.750000 Penalty: 2853.156250
	Iteration 55Q: 3 clusters Score -855351.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -855359.000000 Penalty: 2853.156250
	Iteration 56Q: 3 clusters Score -855359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -855362.375000 Penalty: 2853.156250
	Iteration 57Q: 3 clusters Score -855362.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -855364.375000 Penalty: 2853.156250
	Iteration 58Q: 3 clusters Score -855364.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -855366.625000 Penalty: 2853.156250
	Iteration 59Q: 3 clusters Score -855366.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -855371.000000 Penalty: 2853.156250
	Iteration 60F: 3 clusters Score -855371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -855372.500000 Penalty: 2853.156250
	Iteration 61Q: 3 clusters Score -855372.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -855377.125000 Penalty: 2853.156250
	Iteration 62Q: 3 clusters Score -855377.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -855382.937500 Penalty: 2853.156250
	Iteration 63Q: 3 clusters Score -855382.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -855390.062500 Penalty: 2853.156250
	Iteration 64Q: 3 clusters Score -855390.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -855397.000000 Penalty: 2853.156250
	Iteration 65Q: 3 clusters Score -855397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -855402.437500 Penalty: 2853.156250
	Iteration 66Q: 3 clusters Score -855402.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -855407.312500 Penalty: 2853.156250
	Iteration 67Q: 3 clusters Score -855407.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -855411.937500 Penalty: 2853.156250
	Iteration 68Q: 3 clusters Score -855411.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -855418.812500 Penalty: 2853.156250
	Iteration 69Q: 3 clusters Score -855418.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -855424.812500 Penalty: 2853.156250
	Iteration 70Q: 3 clusters Score -855424.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -855433.125000 Penalty: 2853.156250
	Iteration 71Q: 3 clusters Score -855433.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -855437.062500 Penalty: 2853.156250
	Iteration 72Q: 3 clusters Score -855437.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -855446.750000 Penalty: 2853.156250
	Iteration 73Q: 3 clusters Score -855446.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -855453.562500 Penalty: 2853.156250
	Iteration 74Q: 3 clusters Score -855453.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -855457.125000 Penalty: 2853.156250
	Iteration 75Q: 3 clusters Score -855457.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -855457.500000 Penalty: 2853.156250
	Iteration 76Q: 3 clusters Score -855457.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -855459.375000 Penalty: 2853.156250
	Iteration 77Q: 3 clusters Score -855459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -855462.687500 Penalty: 2853.156250
	Iteration 78Q: 3 clusters Score -855462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -855462.562500 Penalty: 2853.156250
	Iteration 79Q: 3 clusters Score -855462.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -855462.562500 Penalty: 2853.156250
	Iteration 80F: 3 clusters Score -855462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -855464.812500 Penalty: 2853.156250
	Iteration 81Q: 3 clusters Score -855464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -855466.125000 Penalty: 2853.156250
	Iteration 82Q: 3 clusters Score -855466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -855468.125000 Penalty: 2853.156250
	Iteration 83Q: 3 clusters Score -855468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -855469.062500 Penalty: 2853.156250
	Iteration 84Q: 3 clusters Score -855469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -855470.562500 Penalty: 2853.156250
	Iteration 85Q: 3 clusters Score -855470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -855470.812500 Penalty: 2853.156250
	Iteration 86Q: 3 clusters Score -855470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -855472.187500 Penalty: 2853.156250
	Iteration 87Q: 3 clusters Score -855472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -855473.250000 Penalty: 2853.156250
	Iteration 88Q: 3 clusters Score -855473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -855473.312500 Penalty: 2853.156250
	Iteration 89Q: 3 clusters Score -855473.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -855473.687500 Penalty: 2853.156250
	Iteration 90Q: 3 clusters Score -855473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -855473.375000 Penalty: 2853.156250
	Iteration 91Q: 3 clusters Score -855473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -855473.437500 Penalty: 2853.156250
	Iteration 92Q: 3 clusters Score -855473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -855474.000000 Penalty: 2853.156250
	Iteration 93Q: 3 clusters Score -855474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -855474.000000 Penalty: 2853.156250
	Iteration 94F: 3 clusters Score -855474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Entering Unmasked Estep 
Score: -6950045.500000 Penalty: 1770.747192
	Iteration 0F: 2 clusters Score -6950046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -6914020.000000 Penalty: 3541.494385
	Iteration 0F: 3 clusters Score -6914020 nChanged 25432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -6928494.000000 Penalty: 3541.494385
	Iteration 1F: 3 clusters Score -6928494 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -6929327.000000 Penalty: 3541.494385
	Iteration 2Q: 3 clusters Score -6929327 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -6930537.000000 Penalty: 3541.494385
	Iteration 3Q: 3 clusters Score -6930537 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -6932181.000000 Penalty: 3541.494385
	Iteration 4F: 3 clusters Score -6932181 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -6934664.500000 Penalty: 3541.494385
	Iteration 5F: 3 clusters Score -6934664 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -6937843.000000 Penalty: 3541.494385
	Iteration 6F: 3 clusters Score -6937843 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -6941332.000000 Penalty: 3541.494385
	Iteration 7F: 3 clusters Score -6941332 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -6944356.000000 Penalty: 3541.494385
	Iteration 8F: 3 clusters Score -6944356 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6946229.000000 Penalty: 3541.494385
	Iteration 9Q: 3 clusters Score -6946229 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6947281.000000 Penalty: 3541.494385
	Iteration 10Q: 3 clusters Score -6947281 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6947854.500000 Penalty: 3541.494385
	Iteration 11Q: 3 clusters Score -6947854 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6948168.000000 Penalty: 3541.494385
	Iteration 12Q: 3 clusters Score -6948168 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6948336.000000 Penalty: 3541.494385
	Iteration 13Q: 3 clusters Score -6948336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6948439.000000 Penalty: 3541.494385
	Iteration 14Q: 3 clusters Score -6948439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6948520.500000 Penalty: 3541.494385
	Iteration 15Q: 3 clusters Score -6948520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6948556.500000 Penalty: 3541.494385
	Iteration 16Q: 3 clusters Score -6948556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6948582.500000 Penalty: 3541.494385
	Iteration 17Q: 3 clusters Score -6948582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6948598.000000 Penalty: 3541.494385
	Iteration 18Q: 3 clusters Score -6948598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6948620.000000 Penalty: 3541.494385
	Iteration 19Q: 3 clusters Score -6948620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6948635.500000 Penalty: 3541.494385
	Iteration 20F: 3 clusters Score -6948636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6948644.500000 Penalty: 3541.494385
	Iteration 21Q: 3 clusters Score -6948644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6948649.500000 Penalty: 3541.494385
	Iteration 22Q: 3 clusters Score -6948650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6948655.500000 Penalty: 3541.494385
	Iteration 23Q: 3 clusters Score -6948656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6948656.500000 Penalty: 3541.494385
	Iteration 24Q: 3 clusters Score -6948656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6948661.500000 Penalty: 3541.494385
	Iteration 25Q: 3 clusters Score -6948662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6948669.000000 Penalty: 3541.494385
	Iteration 26Q: 3 clusters Score -6948669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6948673.000000 Penalty: 3541.494385
	Iteration 27Q: 3 clusters Score -6948673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6948674.000000 Penalty: 3541.494385
	Iteration 28Q: 3 clusters Score -6948674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6948673.500000 Penalty: 3541.494385
	Iteration 29Q: 3 clusters Score -6948674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6948673.000000 Penalty: 3541.494385
	Iteration 30Q: 3 clusters Score -6948673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6948673.000000 Penalty: 3541.494385
	Iteration 31Q: 3 clusters Score -6948673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6948671.500000 Penalty: 3541.494385
	Iteration 32Q: 3 clusters Score -6948672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6948673.500000 Penalty: 3541.494385
	Iteration 33Q: 3 clusters Score -6948674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6948677.500000 Penalty: 3541.494385
	Iteration 34Q: 3 clusters Score -6948678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6948678.500000 Penalty: 3541.494385
	Iteration 35Q: 3 clusters Score -6948678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6948678.000000 Penalty: 3541.494385
	Iteration 36Q: 3 clusters Score -6948678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6948677.000000 Penalty: 3541.494385
	Iteration 37Q: 3 clusters Score -6948677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6948677.000000 Penalty: 3541.494385
	Iteration 38F: 3 clusters Score -6948677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Entering Unmasked Estep 
Score: -9752082.000000 Penalty: 1825.360352
	Iteration 0F: 2 clusters Score -9752082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -9702292.000000 Penalty: 3650.720703
	Iteration 0F: 3 clusters Score -9702292 nChanged 35953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -9722924.000000 Penalty: 3650.720703
	Iteration 1F: 3 clusters Score -9722924 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -9723585.000000 Penalty: 3650.720703
	Iteration 2Q: 3 clusters Score -9723585 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -9724317.000000 Penalty: 3650.720703
	Iteration 3Q: 3 clusters Score -9724317 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -9725440.000000 Penalty: 3650.720703
	Iteration 4Q: 3 clusters Score -9725440 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -9727216.000000 Penalty: 3650.720703
	Iteration 5Q: 3 clusters Score -9727216 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -9729934.000000 Penalty: 3650.720703
	Iteration 6F: 3 clusters Score -9729934 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -9733727.000000 Penalty: 3650.720703
	Iteration 7F: 3 clusters Score -9733727 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -9737538.000000 Penalty: 3650.720703
	Iteration 8F: 3 clusters Score -9737538 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -9739892.000000 Penalty: 3650.720703
	Iteration 9F: 3 clusters Score -9739892 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -9740929.000000 Penalty: 3650.720703
	Iteration 10Q: 3 clusters Score -9740929 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -9741496.000000 Penalty: 3650.720703
	Iteration 11Q: 3 clusters Score -9741496 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -9742065.000000 Penalty: 3650.720703
	Iteration 12Q: 3 clusters Score -9742065 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -9742512.000000 Penalty: 3650.720703
	Iteration 13Q: 3 clusters Score -9742512 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -9743049.000000 Penalty: 3650.720703
	Iteration 14Q: 3 clusters Score -9743049 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -9743623.000000 Penalty: 3650.720703
	Iteration 15Q: 3 clusters Score -9743623 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -9744199.000000 Penalty: 3650.720703
	Iteration 16Q: 3 clusters Score -9744199 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -9744795.000000 Penalty: 3650.720703
	Iteration 17Q: 3 clusters Score -9744795 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -9745404.000000 Penalty: 3650.720703
	Iteration 18Q: 3 clusters Score -9745404 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -9746031.000000 Penalty: 3650.720703
	Iteration 19Q: 3 clusters Score -9746031 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -9746633.000000 Penalty: 3650.720703
	Iteration 20F: 3 clusters Score -9746633 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -9747192.000000 Penalty: 3650.720703
	Iteration 21Q: 3 clusters Score -9747192 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -9747700.000000 Penalty: 3650.720703
	Iteration 22Q: 3 clusters Score -9747700 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -9748251.000000 Penalty: 3650.720703
	Iteration 23Q: 3 clusters Score -9748251 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -9748693.000000 Penalty: 3650.720703
	Iteration 24Q: 3 clusters Score -9748693 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -9749123.000000 Penalty: 3650.720703
	Iteration 25Q: 3 clusters Score -9749123 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -9749497.000000 Penalty: 3650.720703
	Iteration 26Q: 3 clusters Score -9749497 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -9749744.000000 Penalty: 3650.720703
	Iteration 27Q: 3 clusters Score -9749744 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
Score: -9749918.000000 Penalty: 3650.720703
	Iteration 28Q: 3 clusters Score -9749918 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -9750038.000000 Penalty: 3650.720703
	Iteration 29Q: 3 clusters Score -9750038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -9750158.000000 Penalty: 3650.720703
	Iteration 30Q: 3 clusters Score -9750158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -9750247.000000 Penalty: 3650.720703
	Iteration 31Q: 3 clusters Score -9750247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -9750303.000000 Penalty: 3650.720703
	Iteration 32Q: 3 clusters Score -9750303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -9750346.000000 Penalty: 3650.720703
	Iteration 33Q: 3 clusters Score -9750346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
Score: -9750360.000000 Penalty: 3650.720703
	Iteration 34Q: 3 clusters Score -9750360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -9750385.000000 Penalty: 3650.720703
	Iteration 35Q: 3 clusters Score -9750385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -9750413.000000 Penalty: 3650.720703
	Iteration 36Q: 3 clusters Score -9750413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -9750443.000000 Penalty: 3650.720703
	Iteration 37Q: 3 clusters Score -9750443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -9750447.000000 Penalty: 3650.720703
	Iteration 38Q: 3 clusters Score -9750447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -9750474.000000 Penalty: 3650.720703
	Iteration 39Q: 3 clusters Score -9750474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -9750500.000000 Penalty: 3650.720703
	Iteration 40F: 3 clusters Score -9750500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -9750498.000000 Penalty: 3650.720703
	Iteration 41Q: 3 clusters Score -9750498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -9750511.000000 Penalty: 3650.720703
	Iteration 42Q: 3 clusters Score -9750511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -9750507.000000 Penalty: 3650.720703
	Iteration 43Q: 3 clusters Score -9750507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -9750507.000000 Penalty: 3650.720703
	Iteration 44Q: 3 clusters Score -9750507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -9750523.000000 Penalty: 3650.720703
	Iteration 45Q: 3 clusters Score -9750523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -9750523.000000 Penalty: 3650.720703
	Iteration 46Q: 3 clusters Score -9750523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -9750529.000000 Penalty: 3650.720703
	Iteration 47Q: 3 clusters Score -9750529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -9750526.000000 Penalty: 3650.720703
	Iteration 48Q: 3 clusters Score -9750526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -9750527.000000 Penalty: 3650.720703
	Iteration 49Q: 3 clusters Score -9750527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -9750532.000000 Penalty: 3650.720703
	Iteration 50Q: 3 clusters Score -9750532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 75154 members 
Entering Unmasked Estep 
Score: -9750538.000000 Penalty: 3650.720703
	Iteration 51Q: 3 clusters Score -9750538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -9750537.000000 Penalty: 3650.720703
	Iteration 52Q: 3 clusters Score -9750537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -9750535.000000 Penalty: 3650.720703
	Iteration 53Q: 3 clusters Score -9750535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -9750539.000000 Penalty: 3650.720703
	Iteration 54Q: 3 clusters Score -9750539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -9750537.000000 Penalty: 3650.720703
	Iteration 55Q: 3 clusters Score -9750537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -9750543.000000 Penalty: 3650.720703
	Iteration 56Q: 3 clusters Score -9750543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -9750545.000000 Penalty: 3650.720703
	Iteration 57Q: 3 clusters Score -9750545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -9750545.000000 Penalty: 3650.720703
	Iteration 58Q: 3 clusters Score -9750545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -9750545.000000 Penalty: 3650.720703
	Iteration 59F: 3 clusters Score -9750545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Entering Unmasked Estep 
Score: -1771245.250000 Penalty: 1549.770874
	Iteration 0F: 2 clusters Score -1771245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1761547.625000 Penalty: 3099.541748
	Iteration 0F: 3 clusters Score -1761548 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1764960.375000 Penalty: 3099.541748
	Iteration 1F: 3 clusters Score -1764960 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1765415.000000 Penalty: 3099.541748
	Iteration 2F: 3 clusters Score -1765415 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1765873.750000 Penalty: 3099.541748
	Iteration 3F: 3 clusters Score -1765874 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1766348.375000 Penalty: 3099.541748
	Iteration 4F: 3 clusters Score -1766348 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1766844.125000 Penalty: 3099.541748
	Iteration 5F: 3 clusters Score -1766844 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1767346.000000 Penalty: 3099.541748
	Iteration 6F: 3 clusters Score -1767346 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1767794.625000 Penalty: 3099.541748
	Iteration 7F: 3 clusters Score -1767795 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1768136.375000 Penalty: 3099.541748
	Iteration 8Q: 3 clusters Score -1768136 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1768414.000000 Penalty: 3099.541748
	Iteration 9Q: 3 clusters Score -1768414 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1768655.750000 Penalty: 3099.541748
	Iteration 10Q: 3 clusters Score -1768656 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1768864.125000 Penalty: 3099.541748
	Iteration 11Q: 3 clusters Score -1768864 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1769042.125000 Penalty: 3099.541748
	Iteration 12Q: 3 clusters Score -1769042 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1769254.250000 Penalty: 3099.541748
	Iteration 13Q: 3 clusters Score -1769254 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1769434.375000 Penalty: 3099.541748
	Iteration 14Q: 3 clusters Score -1769434 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1769565.250000 Penalty: 3099.541748
	Iteration 15Q: 3 clusters Score -1769565 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1769660.000000 Penalty: 3099.541748
	Iteration 16Q: 3 clusters Score -1769660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1769715.250000 Penalty: 3099.541748
	Iteration 17Q: 3 clusters Score -1769715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1769752.500000 Penalty: 3099.541748
	Iteration 18Q: 3 clusters Score -1769752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1769779.375000 Penalty: 3099.541748
	Iteration 19Q: 3 clusters Score -1769779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1769804.250000 Penalty: 3099.541748
	Iteration 20F: 3 clusters Score -1769804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1769833.250000 Penalty: 3099.541748
	Iteration 21Q: 3 clusters Score -1769833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1769843.500000 Penalty: 3099.541748
	Iteration 22Q: 3 clusters Score -1769844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1769859.375000 Penalty: 3099.541748
	Iteration 23Q: 3 clusters Score -1769859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1769867.000000 Penalty: 3099.541748
	Iteration 24Q: 3 clusters Score -1769867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1769869.250000 Penalty: 3099.541748
	Iteration 25Q: 3 clusters Score -1769869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1769872.750000 Penalty: 3099.541748
	Iteration 26Q: 3 clusters Score -1769873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1769873.125000 Penalty: 3099.541748
	Iteration 27Q: 3 clusters Score -1769873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1769872.000000 Penalty: 3099.541748
	Iteration 28Q: 3 clusters Score -1769872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1769873.250000 Penalty: 3099.541748
	Iteration 29Q: 3 clusters Score -1769873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1769875.375000 Penalty: 3099.541748
	Iteration 30Q: 3 clusters Score -1769875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1769883.500000 Penalty: 3099.541748
	Iteration 31Q: 3 clusters Score -1769884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1769888.500000 Penalty: 3099.541748
	Iteration 32Q: 3 clusters Score -1769888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1769890.625000 Penalty: 3099.541748
	Iteration 33Q: 3 clusters Score -1769891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1769893.375000 Penalty: 3099.541748
	Iteration 34Q: 3 clusters Score -1769893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1769892.875000 Penalty: 3099.541748
	Iteration 35Q: 3 clusters Score -1769893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1769894.375000 Penalty: 3099.541748
	Iteration 36Q: 3 clusters Score -1769894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1769894.750000 Penalty: 3099.541748
	Iteration 37Q: 3 clusters Score -1769895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1769898.125000 Penalty: 3099.541748
	Iteration 38Q: 3 clusters Score -1769898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1769896.625000 Penalty: 3099.541748
	Iteration 39Q: 3 clusters Score -1769897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1769899.500000 Penalty: 3099.541748
	Iteration 40F: 3 clusters Score -1769900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1769903.000000 Penalty: 3099.541748
	Iteration 41Q: 3 clusters Score -1769903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1769900.250000 Penalty: 3099.541748
	Iteration 42Q: 3 clusters Score -1769900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1769901.250000 Penalty: 3099.541748
	Iteration 43Q: 3 clusters Score -1769901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1769903.750000 Penalty: 3099.541748
	Iteration 44Q: 3 clusters Score -1769904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1769904.375000 Penalty: 3099.541748
	Iteration 45Q: 3 clusters Score -1769904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1769908.125000 Penalty: 3099.541748
	Iteration 46Q: 3 clusters Score -1769908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1769907.500000 Penalty: 3099.541748
	Iteration 47Q: 3 clusters Score -1769908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1769905.750000 Penalty: 3099.541748
	Iteration 48Q: 3 clusters Score -1769906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1769911.250000 Penalty: 3099.541748
	Iteration 49Q: 3 clusters Score -1769911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1769913.250000 Penalty: 3099.541748
	Iteration 50Q: 3 clusters Score -1769913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1769916.750000 Penalty: 3099.541748
	Iteration 51Q: 3 clusters Score -1769917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1769916.625000 Penalty: 3099.541748
	Iteration 52Q: 3 clusters Score -1769917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1769920.500000 Penalty: 3099.541748
	Iteration 53Q: 3 clusters Score -1769920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1769919.625000 Penalty: 3099.541748
	Iteration 54Q: 3 clusters Score -1769920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1769923.625000 Penalty: 3099.541748
	Iteration 55Q: 3 clusters Score -1769924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1769928.250000 Penalty: 3099.541748
	Iteration 56Q: 3 clusters Score -1769928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1769929.125000 Penalty: 3099.541748
	Iteration 57Q: 3 clusters Score -1769929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1769930.875000 Penalty: 3099.541748
	Iteration 58Q: 3 clusters Score -1769931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1769928.875000 Penalty: 3099.541748
	Iteration 59Q: 3 clusters Score -1769929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1769929.875000 Penalty: 3099.541748
	Iteration 60F: 3 clusters Score -1769930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1769929.750000 Penalty: 3099.541748
	Iteration 61Q: 3 clusters Score -1769930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1769930.375000 Penalty: 3099.541748
	Iteration 62Q: 3 clusters Score -1769930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1769930.375000 Penalty: 3099.541748
	Iteration 63F: 3 clusters Score -1769930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -15923.520508 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -15923.52 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 128 members 
Entering Unmasked Estep 
Score: -15263.248047 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -15263.25 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15562.661133 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -15562.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15630.674805 Penalty: 1797.064453
	Iteration 2F: 3 clusters Score -15630.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15682.935547 Penalty: 1797.064453
	Iteration 3Q: 3 clusters Score -15682.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15701.560547 Penalty: 1797.064453
	Iteration 4Q: 3 clusters Score -15701.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15728.583984 Penalty: 1797.064453
	Iteration 5Q: 3 clusters Score -15728.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15748.669922 Penalty: 1797.064453
	Iteration 6Q: 3 clusters Score -15748.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15768.268555 Penalty: 1797.064453
	Iteration 7Q: 3 clusters Score -15768.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15790.916016 Penalty: 1797.064453
	Iteration 8Q: 3 clusters Score -15790.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15796.164062 Penalty: 1797.064453
	Iteration 9F: 3 clusters Score -15796.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15823.054688 Penalty: 1797.064453
	Iteration 10Q: 3 clusters Score -15823.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15841.514648 Penalty: 1797.064453
	Iteration 11Q: 3 clusters Score -15841.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15847.642578 Penalty: 1797.064453
	Iteration 12Q: 3 clusters Score -15847.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15853.719727 Penalty: 1797.064453
	Iteration 13Q: 3 clusters Score -15853.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15853.719727 Penalty: 1797.064453
	Iteration 14F: 3 clusters Score -15853.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Entering Unmasked Estep 
Score: -7367319.500000 Penalty: 1780.393188
	Iteration 0F: 2 clusters Score -7367320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -7328999.000000 Penalty: 3560.786377
	Iteration 0F: 3 clusters Score -7328999 nChanged 26962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -7344199.500000 Penalty: 3560.786377
	Iteration 1F: 3 clusters Score -7344200 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -7344708.000000 Penalty: 3560.786377
	Iteration 2Q: 3 clusters Score -7344708 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -7345218.000000 Penalty: 3560.786377
	Iteration 3Q: 3 clusters Score -7345218 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -7345883.000000 Penalty: 3560.786377
	Iteration 4Q: 3 clusters Score -7345883 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -7346753.500000 Penalty: 3560.786377
	Iteration 5Q: 3 clusters Score -7346754 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -7348148.000000 Penalty: 3560.786377
	Iteration 6Q: 3 clusters Score -7348148 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7350312.000000 Penalty: 3560.786377
	Iteration 7F: 3 clusters Score -7350312 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -7353703.000000 Penalty: 3560.786377
	Iteration 8F: 3 clusters Score -7353703 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -7357823.000000 Penalty: 3560.786377
	Iteration 9F: 3 clusters Score -7357823 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -7361642.500000 Penalty: 3560.786377
	Iteration 10F: 3 clusters Score -7361642 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -7363984.000000 Penalty: 3560.786377
	Iteration 11Q: 3 clusters Score -7363984 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -7365014.500000 Penalty: 3560.786377
	Iteration 12Q: 3 clusters Score -7365014 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -7365445.000000 Penalty: 3560.786377
	Iteration 13Q: 3 clusters Score -7365445 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -7365610.500000 Penalty: 3560.786377
	Iteration 14Q: 3 clusters Score -7365610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -7365682.500000 Penalty: 3560.786377
	Iteration 15Q: 3 clusters Score -7365682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -7365718.000000 Penalty: 3560.786377
	Iteration 16Q: 3 clusters Score -7365718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -7365732.000000 Penalty: 3560.786377
	Iteration 17Q: 3 clusters Score -7365732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -7365742.000000 Penalty: 3560.786377
	Iteration 18Q: 3 clusters Score -7365742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -7365751.000000 Penalty: 3560.786377
	Iteration 19Q: 3 clusters Score -7365751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -7365758.500000 Penalty: 3560.786377
	Iteration 20F: 3 clusters Score -7365758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -7365758.000000 Penalty: 3560.786377
	Iteration 21Q: 3 clusters Score -7365758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -7365763.500000 Penalty: 3560.786377
	Iteration 22Q: 3 clusters Score -7365764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -7365765.000000 Penalty: 3560.786377
	Iteration 23Q: 3 clusters Score -7365765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -7365770.500000 Penalty: 3560.786377
	Iteration 24Q: 3 clusters Score -7365770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -7365770.500000 Penalty: 3560.786377
	Iteration 25Q: 3 clusters Score -7365770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -7365773.500000 Penalty: 3560.786377
	Iteration 26Q: 3 clusters Score -7365774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -7365773.500000 Penalty: 3560.786377
	Iteration 27F: 3 clusters Score -7365774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Entering Unmasked Estep 
Score: -2936616.000000 Penalty: 1629.937378
	Iteration 0F: 2 clusters Score -2936616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2921247.750000 Penalty: 3259.874756
	Iteration 0F: 3 clusters Score -2921248 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2926898.500000 Penalty: 3259.874756
	Iteration 1F: 3 clusters Score -2926898 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2927337.250000 Penalty: 3259.874756
	Iteration 2Q: 3 clusters Score -2927337 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2927793.000000 Penalty: 3259.874756
	Iteration 3Q: 3 clusters Score -2927793 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2928290.000000 Penalty: 3259.874756
	Iteration 4Q: 3 clusters Score -2928290 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2928857.500000 Penalty: 3259.874756
	Iteration 5Q: 3 clusters Score -2928858 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2929586.000000 Penalty: 3259.874756
	Iteration 6Q: 3 clusters Score -2929586 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2930347.250000 Penalty: 3259.874756
	Iteration 7F: 3 clusters Score -2930347 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2931243.500000 Penalty: 3259.874756
	Iteration 8F: 3 clusters Score -2931244 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2932022.750000 Penalty: 3259.874756
	Iteration 9Q: 3 clusters Score -2932023 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2932529.500000 Penalty: 3259.874756
	Iteration 10Q: 3 clusters Score -2932530 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2932796.750000 Penalty: 3259.874756
	Iteration 11Q: 3 clusters Score -2932797 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2932931.500000 Penalty: 3259.874756
	Iteration 12Q: 3 clusters Score -2932932 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2933026.250000 Penalty: 3259.874756
	Iteration 13Q: 3 clusters Score -2933026 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2933117.500000 Penalty: 3259.874756
	Iteration 14Q: 3 clusters Score -2933118 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2933201.000000 Penalty: 3259.874756
	Iteration 15Q: 3 clusters Score -2933201 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2933285.500000 Penalty: 3259.874756
	Iteration 16Q: 3 clusters Score -2933286 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2933366.250000 Penalty: 3259.874756
	Iteration 17Q: 3 clusters Score -2933366 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2933457.250000 Penalty: 3259.874756
	Iteration 18Q: 3 clusters Score -2933457 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2933541.750000 Penalty: 3259.874756
	Iteration 19Q: 3 clusters Score -2933542 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2933598.250000 Penalty: 3259.874756
	Iteration 20F: 3 clusters Score -2933598 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2933678.500000 Penalty: 3259.874756
	Iteration 21Q: 3 clusters Score -2933678 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2933744.250000 Penalty: 3259.874756
	Iteration 22Q: 3 clusters Score -2933744 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2933809.250000 Penalty: 3259.874756
	Iteration 23Q: 3 clusters Score -2933809 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2933874.000000 Penalty: 3259.874756
	Iteration 24Q: 3 clusters Score -2933874 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2933939.500000 Penalty: 3259.874756
	Iteration 25Q: 3 clusters Score -2933940 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2933996.750000 Penalty: 3259.874756
	Iteration 26Q: 3 clusters Score -2933997 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2934029.500000 Penalty: 3259.874756
	Iteration 27Q: 3 clusters Score -2934030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2934070.000000 Penalty: 3259.874756
	Iteration 28Q: 3 clusters Score -2934070 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2934106.750000 Penalty: 3259.874756
	Iteration 29Q: 3 clusters Score -2934107 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2934150.500000 Penalty: 3259.874756
	Iteration 30Q: 3 clusters Score -2934150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2934187.500000 Penalty: 3259.874756
	Iteration 31Q: 3 clusters Score -2934188 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2934241.500000 Penalty: 3259.874756
	Iteration 32Q: 3 clusters Score -2934242 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2934295.000000 Penalty: 3259.874756
	Iteration 33Q: 3 clusters Score -2934295 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2934348.750000 Penalty: 3259.874756
	Iteration 34Q: 3 clusters Score -2934349 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2934402.750000 Penalty: 3259.874756
	Iteration 35Q: 3 clusters Score -2934403 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2934462.500000 Penalty: 3259.874756
	Iteration 36Q: 3 clusters Score -2934462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2934519.250000 Penalty: 3259.874756
	Iteration 37Q: 3 clusters Score -2934519 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2934567.750000 Penalty: 3259.874756
	Iteration 38Q: 3 clusters Score -2934568 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2934602.500000 Penalty: 3259.874756
	Iteration 39Q: 3 clusters Score -2934602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2934623.750000 Penalty: 3259.874756
	Iteration 40F: 3 clusters Score -2934624 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2934664.500000 Penalty: 3259.874756
	Iteration 41Q: 3 clusters Score -2934664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2934701.500000 Penalty: 3259.874756
	Iteration 42Q: 3 clusters Score -2934702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2934756.000000 Penalty: 3259.874756
	Iteration 43Q: 3 clusters Score -2934756 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2934805.500000 Penalty: 3259.874756
	Iteration 44Q: 3 clusters Score -2934806 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2934848.500000 Penalty: 3259.874756
	Iteration 45Q: 3 clusters Score -2934848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2934881.750000 Penalty: 3259.874756
	Iteration 46Q: 3 clusters Score -2934882 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2934930.250000 Penalty: 3259.874756
	Iteration 47Q: 3 clusters Score -2934930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2934965.000000 Penalty: 3259.874756
	Iteration 48Q: 3 clusters Score -2934965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2935001.750000 Penalty: 3259.874756
	Iteration 49Q: 3 clusters Score -2935002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2935019.750000 Penalty: 3259.874756
	Iteration 50Q: 3 clusters Score -2935020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2935041.000000 Penalty: 3259.874756
	Iteration 51Q: 3 clusters Score -2935041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2935058.250000 Penalty: 3259.874756
	Iteration 52Q: 3 clusters Score -2935058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2935075.500000 Penalty: 3259.874756
	Iteration 53Q: 3 clusters Score -2935076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2935086.750000 Penalty: 3259.874756
	Iteration 54Q: 3 clusters Score -2935087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2935099.500000 Penalty: 3259.874756
	Iteration 55Q: 3 clusters Score -2935100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2935116.000000 Penalty: 3259.874756
	Iteration 56Q: 3 clusters Score -2935116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2935125.250000 Penalty: 3259.874756
	Iteration 57Q: 3 clusters Score -2935125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2935155.750000 Penalty: 3259.874756
	Iteration 58Q: 3 clusters Score -2935156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2935170.000000 Penalty: 3259.874756
	Iteration 59Q: 3 clusters Score -2935170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2935180.500000 Penalty: 3259.874756
	Iteration 60F: 3 clusters Score -2935180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2935190.750000 Penalty: 3259.874756
	Iteration 61Q: 3 clusters Score -2935191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2935205.250000 Penalty: 3259.874756
	Iteration 62Q: 3 clusters Score -2935205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2935212.250000 Penalty: 3259.874756
	Iteration 63Q: 3 clusters Score -2935212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2935217.750000 Penalty: 3259.874756
	Iteration 64Q: 3 clusters Score -2935218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2935221.500000 Penalty: 3259.874756
	Iteration 65Q: 3 clusters Score -2935222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2935224.750000 Penalty: 3259.874756
	Iteration 66Q: 3 clusters Score -2935225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2935230.750000 Penalty: 3259.874756
	Iteration 67Q: 3 clusters Score -2935231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2935234.250000 Penalty: 3259.874756
	Iteration 68Q: 3 clusters Score -2935234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2935234.750000 Penalty: 3259.874756
	Iteration 69Q: 3 clusters Score -2935235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2935237.000000 Penalty: 3259.874756
	Iteration 70Q: 3 clusters Score -2935237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2935241.500000 Penalty: 3259.874756
	Iteration 71Q: 3 clusters Score -2935242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2935245.750000 Penalty: 3259.874756
	Iteration 72Q: 3 clusters Score -2935246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2935245.500000 Penalty: 3259.874756
	Iteration 73Q: 3 clusters Score -2935246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2935244.500000 Penalty: 3259.874756
	Iteration 74Q: 3 clusters Score -2935244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2935244.500000 Penalty: 3259.874756
	Iteration 75F: 3 clusters Score -2935244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -19041.767578 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -19041.77 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 102 members 
Entering Unmasked Estep 
Score: -18374.820312 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -18374.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18493.123047 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -18493.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18561.734375 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -18561.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18586.492188 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -18586.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18607.251953 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -18607.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18652.453125 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -18652.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18667.093750 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -18667.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18669.599609 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -18669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18671.246094 Penalty: 1740.890625
	Iteration 8Q: 3 clusters Score -18671.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18684.357422 Penalty: 1740.890625
	Iteration 9Q: 3 clusters Score -18684.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18687.429688 Penalty: 1740.890625
	Iteration 10Q: 3 clusters Score -18687.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18690.091797 Penalty: 1740.890625
	Iteration 11Q: 3 clusters Score -18690.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18690.091797 Penalty: 1740.890625
	Iteration 12F: 3 clusters Score -18690.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -29315.535156 Penalty: 909.743591
	Iteration 0F: 2 clusters Score -29315.54 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 118 members 
Entering Unmasked Estep 
Score: -28503.082031 Penalty: 1819.487183
	Iteration 0F: 3 clusters Score -28503.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28625.976562 Penalty: 1819.487183
	Iteration 1F: 3 clusters Score -28625.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28682.156250 Penalty: 1819.487183
	Iteration 2F: 3 clusters Score -28682.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28704.728516 Penalty: 1819.487183
	Iteration 3Q: 3 clusters Score -28704.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28709.951172 Penalty: 1819.487183
	Iteration 4Q: 3 clusters Score -28709.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28709.951172 Penalty: 1819.487183
	Iteration 5F: 3 clusters Score -28709.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Entering Unmasked Estep 
Score: -3404477.750000 Penalty: 1654.271729
	Iteration 0F: 2 clusters Score -3404478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3386650.750000 Penalty: 3308.543457
	Iteration 0F: 3 clusters Score -3386651 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3393244.500000 Penalty: 3308.543457
	Iteration 1F: 3 clusters Score -3393244 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3393547.750000 Penalty: 3308.543457
	Iteration 2Q: 3 clusters Score -3393548 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3393769.000000 Penalty: 3308.543457
	Iteration 3Q: 3 clusters Score -3393769 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3393986.500000 Penalty: 3308.543457
	Iteration 4Q: 3 clusters Score -3393986 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3394230.500000 Penalty: 3308.543457
	Iteration 5Q: 3 clusters Score -3394230 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3394526.500000 Penalty: 3308.543457
	Iteration 6Q: 3 clusters Score -3394526 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3394943.000000 Penalty: 3308.543457
	Iteration 7Q: 3 clusters Score -3394943 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3395492.750000 Penalty: 3308.543457
	Iteration 8Q: 3 clusters Score -3395493 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -3396281.000000 Penalty: 3308.543457
	Iteration 9Q: 3 clusters Score -3396281 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3397339.500000 Penalty: 3308.543457
	Iteration 10F: 3 clusters Score -3397340 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3398455.750000 Penalty: 3308.543457
	Iteration 11F: 3 clusters Score -3398456 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3399392.250000 Penalty: 3308.543457
	Iteration 12Q: 3 clusters Score -3399392 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3399970.750000 Penalty: 3308.543457
	Iteration 13Q: 3 clusters Score -3399971 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3400461.750000 Penalty: 3308.543457
	Iteration 14Q: 3 clusters Score -3400462 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3400816.250000 Penalty: 3308.543457
	Iteration 15Q: 3 clusters Score -3400816 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3401135.750000 Penalty: 3308.543457
	Iteration 16Q: 3 clusters Score -3401136 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3401424.000000 Penalty: 3308.543457
	Iteration 17Q: 3 clusters Score -3401424 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3401693.750000 Penalty: 3308.543457
	Iteration 18Q: 3 clusters Score -3401694 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3401936.500000 Penalty: 3308.543457
	Iteration 19Q: 3 clusters Score -3401936 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3402153.250000 Penalty: 3308.543457
	Iteration 20F: 3 clusters Score -3402153 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3402341.000000 Penalty: 3308.543457
	Iteration 21Q: 3 clusters Score -3402341 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3402511.750000 Penalty: 3308.543457
	Iteration 22Q: 3 clusters Score -3402512 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3402669.000000 Penalty: 3308.543457
	Iteration 23Q: 3 clusters Score -3402669 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3402784.750000 Penalty: 3308.543457
	Iteration 24Q: 3 clusters Score -3402785 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3402863.500000 Penalty: 3308.543457
	Iteration 25Q: 3 clusters Score -3402864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3402903.750000 Penalty: 3308.543457
	Iteration 26Q: 3 clusters Score -3402904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3402946.000000 Penalty: 3308.543457
	Iteration 27Q: 3 clusters Score -3402946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3402980.750000 Penalty: 3308.543457
	Iteration 28Q: 3 clusters Score -3402981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3402996.250000 Penalty: 3308.543457
	Iteration 29Q: 3 clusters Score -3402996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3403009.750000 Penalty: 3308.543457
	Iteration 30Q: 3 clusters Score -3403010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3403013.750000 Penalty: 3308.543457
	Iteration 31Q: 3 clusters Score -3403014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3403015.500000 Penalty: 3308.543457
	Iteration 32Q: 3 clusters Score -3403016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3403028.250000 Penalty: 3308.543457
	Iteration 33Q: 3 clusters Score -3403028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3403035.250000 Penalty: 3308.543457
	Iteration 34Q: 3 clusters Score -3403035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3403039.000000 Penalty: 3308.543457
	Iteration 35Q: 3 clusters Score -3403039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3403041.250000 Penalty: 3308.543457
	Iteration 36Q: 3 clusters Score -3403041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3403044.000000 Penalty: 3308.543457
	Iteration 37Q: 3 clusters Score -3403044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3403051.000000 Penalty: 3308.543457
	Iteration 38Q: 3 clusters Score -3403051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3403054.500000 Penalty: 3308.543457
	Iteration 39Q: 3 clusters Score -3403054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3403058.000000 Penalty: 3308.543457
	Iteration 40F: 3 clusters Score -3403058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3403064.250000 Penalty: 3308.543457
	Iteration 41Q: 3 clusters Score -3403064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3403068.250000 Penalty: 3308.543457
	Iteration 42Q: 3 clusters Score -3403068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3403066.000000 Penalty: 3308.543457
	Iteration 43Q: 3 clusters Score -3403066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3403066.000000 Penalty: 3308.543457
	Iteration 44F: 3 clusters Score -3403066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (103074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103074 members 
Entering Unmasked Estep 
Score: -13248485.000000 Penalty: 1875.770386
	Iteration 0F: 2 clusters Score -1.324848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -13181654.000000 Penalty: 3751.540771
	Iteration 0F: 3 clusters Score -1.318165e+07 nChanged 49374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -13210229.000000 Penalty: 3751.540771
	Iteration 1F: 3 clusters Score -1.321023e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -13211313.000000 Penalty: 3751.540771
	Iteration 2Q: 3 clusters Score -1.321131e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -13212953.000000 Penalty: 3751.540771
	Iteration 3Q: 3 clusters Score -1.321295e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -13215433.000000 Penalty: 3751.540771
	Iteration 4Q: 3 clusters Score -1.321543e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -13219561.000000 Penalty: 3751.540771
	Iteration 5F: 3 clusters Score -1.321956e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -13225053.000000 Penalty: 3751.540771
	Iteration 6F: 3 clusters Score -1.322505e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -13231302.000000 Penalty: 3751.540771
	Iteration 7F: 3 clusters Score -1.32313e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -13235327.000000 Penalty: 3751.540771
	Iteration 8F: 3 clusters Score -1.323533e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -13236953.000000 Penalty: 3751.540771
	Iteration 9Q: 3 clusters Score -1.323695e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -13237729.000000 Penalty: 3751.540771
	Iteration 10Q: 3 clusters Score -1.323773e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -13238234.000000 Penalty: 3751.540771
	Iteration 11Q: 3 clusters Score -1.323823e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -13238661.000000 Penalty: 3751.540771
	Iteration 12Q: 3 clusters Score -1.323866e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -13239098.000000 Penalty: 3751.540771
	Iteration 13Q: 3 clusters Score -1.32391e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -13239510.000000 Penalty: 3751.540771
	Iteration 14Q: 3 clusters Score -1.323951e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -13239920.000000 Penalty: 3751.540771
	Iteration 15Q: 3 clusters Score -1.323992e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -13240411.000000 Penalty: 3751.540771
	Iteration 16Q: 3 clusters Score -1.324041e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -13240742.000000 Penalty: 3751.540771
	Iteration 17Q: 3 clusters Score -1.324074e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -13240914.000000 Penalty: 3751.540771
	Iteration 18Q: 3 clusters Score -1.324091e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -13241189.000000 Penalty: 3751.540771
	Iteration 19Q: 3 clusters Score -1.324119e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -13241244.000000 Penalty: 3751.540771
	Iteration 20F: 3 clusters Score -1.324124e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -13241347.000000 Penalty: 3751.540771
	Iteration 21Q: 3 clusters Score -1.324135e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -13241363.000000 Penalty: 3751.540771
	Iteration 22Q: 3 clusters Score -1.324136e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -13241445.000000 Penalty: 3751.540771
	Iteration 23Q: 3 clusters Score -1.324144e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -13241541.000000 Penalty: 3751.540771
	Iteration 24Q: 3 clusters Score -1.324154e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -13241555.000000 Penalty: 3751.540771
	Iteration 25Q: 3 clusters Score -1.324156e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -13241615.000000 Penalty: 3751.540771
	Iteration 26Q: 3 clusters Score -1.324162e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -13241631.000000 Penalty: 3751.540771
	Iteration 27Q: 3 clusters Score -1.324163e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 75295 members 
Entering Unmasked Estep 
Score: -13241645.000000 Penalty: 3751.540771
	Iteration 28Q: 3 clusters Score -1.324164e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -13241627.000000 Penalty: 3751.540771
	Iteration 29Q: 3 clusters Score -1.324163e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -13241626.000000 Penalty: 3751.540771
	Iteration 30Q: 3 clusters Score -1.324163e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -13241681.000000 Penalty: 3751.540771
	Iteration 31Q: 3 clusters Score -1.324168e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -13241721.000000 Penalty: 3751.540771
	Iteration 32Q: 3 clusters Score -1.324172e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -13241738.000000 Penalty: 3751.540771
	Iteration 33Q: 3 clusters Score -1.324174e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -13241773.000000 Penalty: 3751.540771
	Iteration 34Q: 3 clusters Score -1.324177e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 76920 members 
Entering Unmasked Estep 
Score: -13241812.000000 Penalty: 3751.540771
	Iteration 35Q: 3 clusters Score -1.324181e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -13241826.000000 Penalty: 3751.540771
	Iteration 36Q: 3 clusters Score -1.324183e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -13241848.000000 Penalty: 3751.540771
	Iteration 37Q: 3 clusters Score -1.324185e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -13241894.000000 Penalty: 3751.540771
	Iteration 38Q: 3 clusters Score -1.324189e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -13241909.000000 Penalty: 3751.540771
	Iteration 39Q: 3 clusters Score -1.324191e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -13241926.000000 Penalty: 3751.540771
	Iteration 40F: 3 clusters Score -1.324193e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -13241953.000000 Penalty: 3751.540771
	Iteration 41Q: 3 clusters Score -1.324195e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 78179 members 
Entering Unmasked Estep 
Score: -13241977.000000 Penalty: 3751.540771
	Iteration 42Q: 3 clusters Score -1.324198e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -13242001.000000 Penalty: 3751.540771
	Iteration 43Q: 3 clusters Score -1.3242e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -13242034.000000 Penalty: 3751.540771
	Iteration 44Q: 3 clusters Score -1.324203e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -13242051.000000 Penalty: 3751.540771
	Iteration 45Q: 3 clusters Score -1.324205e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -13242103.000000 Penalty: 3751.540771
	Iteration 46Q: 3 clusters Score -1.32421e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -13242147.000000 Penalty: 3751.540771
	Iteration 47Q: 3 clusters Score -1.324215e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -13242201.000000 Penalty: 3751.540771
	Iteration 48Q: 3 clusters Score -1.32422e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -13242256.000000 Penalty: 3751.540771
	Iteration 49Q: 3 clusters Score -1.324226e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -13242281.000000 Penalty: 3751.540771
	Iteration 50Q: 3 clusters Score -1.324228e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -13242359.000000 Penalty: 3751.540771
	Iteration 51Q: 3 clusters Score -1.324236e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -13242400.000000 Penalty: 3751.540771
	Iteration 52Q: 3 clusters Score -1.32424e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -13242481.000000 Penalty: 3751.540771
	Iteration 53Q: 3 clusters Score -1.324248e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -13242486.000000 Penalty: 3751.540771
	Iteration 54Q: 3 clusters Score -1.324249e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -13242560.000000 Penalty: 3751.540771
	Iteration 55Q: 3 clusters Score -1.324256e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -13242653.000000 Penalty: 3751.540771
	Iteration 56Q: 3 clusters Score -1.324265e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -13242761.000000 Penalty: 3751.540771
	Iteration 57Q: 3 clusters Score -1.324276e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -13242831.000000 Penalty: 3751.540771
	Iteration 58Q: 3 clusters Score -1.324283e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 83301 members 
Entering Unmasked Estep 
Score: -13242946.000000 Penalty: 3751.540771
	Iteration 59Q: 3 clusters Score -1.324295e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -13243007.000000 Penalty: 3751.540771
	Iteration 60F: 3 clusters Score -1.324301e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -13243095.000000 Penalty: 3751.540771
	Iteration 61Q: 3 clusters Score -1.32431e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -13243171.000000 Penalty: 3751.540771
	Iteration 62Q: 3 clusters Score -1.324317e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -13243292.000000 Penalty: 3751.540771
	Iteration 63Q: 3 clusters Score -1.324329e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -13243404.000000 Penalty: 3751.540771
	Iteration 64Q: 3 clusters Score -1.32434e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -13243481.000000 Penalty: 3751.540771
	Iteration 65Q: 3 clusters Score -1.324348e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
Score: -13243644.000000 Penalty: 3751.540771
	Iteration 66Q: 3 clusters Score -1.324364e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -13243810.000000 Penalty: 3751.540771
	Iteration 67Q: 3 clusters Score -1.324381e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -13243914.000000 Penalty: 3751.540771
	Iteration 68Q: 3 clusters Score -1.324391e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -13244127.000000 Penalty: 3751.540771
	Iteration 69Q: 3 clusters Score -1.324413e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 89010 members 
Entering Unmasked Estep 
Score: -13244336.000000 Penalty: 3751.540771
	Iteration 70Q: 3 clusters Score -1.324434e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -13244518.000000 Penalty: 3751.540771
	Iteration 71Q: 3 clusters Score -1.324452e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -13244696.000000 Penalty: 3751.540771
	Iteration 72Q: 3 clusters Score -1.32447e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -13244869.000000 Penalty: 3751.540771
	Iteration 73Q: 3 clusters Score -1.324487e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -13245004.000000 Penalty: 3751.540771
	Iteration 74Q: 3 clusters Score -1.3245e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -13245164.000000 Penalty: 3751.540771
	Iteration 75Q: 3 clusters Score -1.324516e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -13245296.000000 Penalty: 3751.540771
	Iteration 76Q: 3 clusters Score -1.32453e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 93161 members 
Entering Unmasked Estep 
Score: -13245458.000000 Penalty: 3751.540771
	Iteration 77Q: 3 clusters Score -1.324546e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -13245633.000000 Penalty: 3751.540771
	Iteration 78Q: 3 clusters Score -1.324563e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -13245737.000000 Penalty: 3751.540771
	Iteration 79Q: 3 clusters Score -1.324574e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 94686 members 
Entering Unmasked Estep 
Score: -13245887.000000 Penalty: 3751.540771
	Iteration 80F: 3 clusters Score -1.324589e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -13245980.000000 Penalty: 3751.540771
	Iteration 81Q: 3 clusters Score -1.324598e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -13246094.000000 Penalty: 3751.540771
	Iteration 82Q: 3 clusters Score -1.324609e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 95935 members 
Entering Unmasked Estep 
Score: -13246166.000000 Penalty: 3751.540771
	Iteration 83Q: 3 clusters Score -1.324617e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 96357 members 
Entering Unmasked Estep 
Score: -13246288.000000 Penalty: 3751.540771
	Iteration 84Q: 3 clusters Score -1.324629e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 96748 members 
Entering Unmasked Estep 
Score: -13246376.000000 Penalty: 3751.540771
	Iteration 85Q: 3 clusters Score -1.324638e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -13246473.000000 Penalty: 3751.540771
	Iteration 86Q: 3 clusters Score -1.324647e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -13246568.000000 Penalty: 3751.540771
	Iteration 87Q: 3 clusters Score -1.324657e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 97802 members 
Entering Unmasked Estep 
Score: -13246698.000000 Penalty: 3751.540771
	Iteration 88Q: 3 clusters Score -1.32467e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 98088 members 
Entering Unmasked Estep 
Score: -13246717.000000 Penalty: 3751.540771
	Iteration 89Q: 3 clusters Score -1.324672e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -13246785.000000 Penalty: 3751.540771
	Iteration 90Q: 3 clusters Score -1.324678e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -13246834.000000 Penalty: 3751.540771
	Iteration 91Q: 3 clusters Score -1.324683e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -13246863.000000 Penalty: 3751.540771
	Iteration 92Q: 3 clusters Score -1.324686e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -13246903.000000 Penalty: 3751.540771
	Iteration 93Q: 3 clusters Score -1.32469e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -13246937.000000 Penalty: 3751.540771
	Iteration 94Q: 3 clusters Score -1.324694e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -13246994.000000 Penalty: 3751.540771
	Iteration 95Q: 3 clusters Score -1.324699e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 99419 members 
Entering Unmasked Estep 
Score: -13247028.000000 Penalty: 3751.540771
	Iteration 96Q: 3 clusters Score -1.324703e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 99548 members 
Entering Unmasked Estep 
Score: -13247102.000000 Penalty: 3751.540771
	Iteration 97Q: 3 clusters Score -1.32471e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 99658 members 
Entering Unmasked Estep 
Score: -13247138.000000 Penalty: 3751.540771
	Iteration 98Q: 3 clusters Score -1.324714e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -13247155.000000 Penalty: 3751.540771
	Iteration 99Q: 3 clusters Score -1.324716e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 99831 members 
Entering Unmasked Estep 
Score: -13247164.000000 Penalty: 3751.540771
	Iteration 100F: 3 clusters Score -1.324716e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -13247184.000000 Penalty: 3751.540771
	Iteration 101Q: 3 clusters Score -1.324718e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -13247202.000000 Penalty: 3751.540771
	Iteration 102Q: 3 clusters Score -1.32472e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -13247225.000000 Penalty: 3751.540771
	Iteration 103Q: 3 clusters Score -1.324722e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -13247238.000000 Penalty: 3751.540771
	Iteration 104Q: 3 clusters Score -1.324724e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -13247241.000000 Penalty: 3751.540771
	Iteration 105Q: 3 clusters Score -1.324724e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 100293 members 
Entering Unmasked Estep 
Score: -13247243.000000 Penalty: 3751.540771
	Iteration 106Q: 3 clusters Score -1.324724e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -13247248.000000 Penalty: 3751.540771
	Iteration 107Q: 3 clusters Score -1.324725e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -13247295.000000 Penalty: 3751.540771
	Iteration 108Q: 3 clusters Score -1.32473e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -13247299.000000 Penalty: 3751.540771
	Iteration 109Q: 3 clusters Score -1.32473e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -13247327.000000 Penalty: 3751.540771
	Iteration 110Q: 3 clusters Score -1.324733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -13247314.000000 Penalty: 3751.540771
	Iteration 111Q: 3 clusters Score -1.324731e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -13247319.000000 Penalty: 3751.540771
	Iteration 112Q: 3 clusters Score -1.324732e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 100615 members 
Entering Unmasked Estep 
Score: -13247332.000000 Penalty: 3751.540771
	Iteration 113Q: 3 clusters Score -1.324733e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -13247322.000000 Penalty: 3751.540771
	Iteration 114Q: 3 clusters Score -1.324732e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -13247322.000000 Penalty: 3751.540771
	Iteration 115Q: 3 clusters Score -1.324732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
Score: -13247347.000000 Penalty: 3751.540771
	Iteration 116Q: 3 clusters Score -1.324735e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -13247371.000000 Penalty: 3751.540771
	Iteration 117Q: 3 clusters Score -1.324737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 100794 members 
Entering Unmasked Estep 
Score: -13247394.000000 Penalty: 3751.540771
	Iteration 118Q: 3 clusters Score -1.324739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -13247405.000000 Penalty: 3751.540771
	Iteration 119Q: 3 clusters Score -1.32474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -13247397.000000 Penalty: 3751.540771
	Iteration 120F: 3 clusters Score -1.32474e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -13247408.000000 Penalty: 3751.540771
	Iteration 121Q: 3 clusters Score -1.324741e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -13247397.000000 Penalty: 3751.540771
	Iteration 122Q: 3 clusters Score -1.32474e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -13247422.000000 Penalty: 3751.540771
	Iteration 123Q: 3 clusters Score -1.324742e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -13247423.000000 Penalty: 3751.540771
	Iteration 124Q: 3 clusters Score -1.324742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -13247454.000000 Penalty: 3751.540771
	Iteration 125Q: 3 clusters Score -1.324745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -13247444.000000 Penalty: 3751.540771
	Iteration 126Q: 3 clusters Score -1.324744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -13247424.000000 Penalty: 3751.540771
	Iteration 127Q: 3 clusters Score -1.324742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -13247424.000000 Penalty: 3751.540771
	Iteration 128Q: 3 clusters Score -1.324742e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -13247420.000000 Penalty: 3751.540771
	Iteration 129Q: 3 clusters Score -1.324742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -13247398.000000 Penalty: 3751.540771
	Iteration 130Q: 3 clusters Score -1.32474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -13247411.000000 Penalty: 3751.540771
	Iteration 131Q: 3 clusters Score -1.324741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -13247400.000000 Penalty: 3751.540771
	Iteration 132Q: 3 clusters Score -1.32474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -13247413.000000 Penalty: 3751.540771
	Iteration 133Q: 3 clusters Score -1.324741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -13247410.000000 Penalty: 3751.540771
	Iteration 134Q: 3 clusters Score -1.324741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -13247408.000000 Penalty: 3751.540771
	Iteration 135Q: 3 clusters Score -1.324741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -13247401.000000 Penalty: 3751.540771
	Iteration 136Q: 3 clusters Score -1.32474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -13247409.000000 Penalty: 3751.540771
	Iteration 137Q: 3 clusters Score -1.324741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -13247416.000000 Penalty: 3751.540771
	Iteration 138Q: 3 clusters Score -1.324742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 101274 members 
Entering Unmasked Estep 
Score: -13247419.000000 Penalty: 3751.540771
	Iteration 139Q: 3 clusters Score -1.324742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -13247399.000000 Penalty: 3751.540771
	Iteration 140F: 3 clusters Score -1.32474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -13247401.000000 Penalty: 3751.540771
	Iteration 141Q: 3 clusters Score -1.32474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -13247396.000000 Penalty: 3751.540771
	Iteration 142Q: 3 clusters Score -1.32474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -13247401.000000 Penalty: 3751.540771
	Iteration 143Q: 3 clusters Score -1.32474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -13247394.000000 Penalty: 3751.540771
	Iteration 144Q: 3 clusters Score -1.324739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -13247394.000000 Penalty: 3751.540771
	Iteration 145F: 3 clusters Score -1.324739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Entering Unmasked Estep 
Score: -5977856.000000 Penalty: 1746.029297
	Iteration 0F: 2 clusters Score -5977856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -5946831.500000 Penalty: 3492.058594
	Iteration 0F: 3 clusters Score -5946832 nChanged 21761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5959199.000000 Penalty: 3492.058594
	Iteration 1F: 3 clusters Score -5959199 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -5959840.000000 Penalty: 3492.058594
	Iteration 2Q: 3 clusters Score -5959840 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5960878.500000 Penalty: 3492.058594
	Iteration 3Q: 3 clusters Score -5960878 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -5962505.500000 Penalty: 3492.058594
	Iteration 4F: 3 clusters Score -5962506 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -5965004.000000 Penalty: 3492.058594
	Iteration 5F: 3 clusters Score -5965004 nChanged 3555
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Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5968143 nChanged 3108
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Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5974914 nChanged 559
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Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5976060 nChanged 226
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Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5976128 nChanged 197
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Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5976196 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5976267 nChanged 156
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Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5976307 nChanged 139
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Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5976328 nChanged 129
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Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5976371 nChanged 110
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Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5976386 nChanged 98
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Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5976400 nChanged 74
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Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5976408 nChanged 62
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Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5976418 nChanged 55
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Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5976422 nChanged 45
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Mstep: Class 1 contains 43305 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5976450 nChanged 48
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Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5976444 nChanged 45
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Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5976454 nChanged 44
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Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5976476 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5976468 nChanged 25
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Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5976472 nChanged 22
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Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5976465 nChanged 20
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Mstep: Class 1 contains 43531 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5976456 nChanged 14
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Mstep: Class 1 contains 43545 members 
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	Iteration 38Q: 3 clusters Score -5976468 nChanged 11
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Mstep: Class 1 contains 43556 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5976470 nChanged 9
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Mstep: Class 1 contains 43565 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5976468 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5976472 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5976474 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5976473 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5976478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5976476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5976474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5976474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5976478 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5976487 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5976490 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5976496 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5976482 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5976486 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5976492 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5976498 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5976498 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5976496 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5976495 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5976511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5976507.500000 Penalty: 3492.058594
	Iteration 60F: 3 clusters Score -5976508 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5976490 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5976494 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5976500 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5976498 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5976498 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5976506 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5976510 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 2500 members 
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	Iteration 68Q: 3 clusters Score -5976505 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5976508 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5976516 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5976515.500000 Penalty: 3492.058594
	Iteration 71Q: 3 clusters Score -5976516 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5976520.000000 Penalty: 3492.058594
	Iteration 72Q: 3 clusters Score -5976520 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5976521.500000 Penalty: 3492.058594
	Iteration 73Q: 3 clusters Score -5976522 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5976525 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5976524.000000 Penalty: 3492.058594
	Iteration 75Q: 3 clusters Score -5976524 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5976529.500000 Penalty: 3492.058594
	Iteration 76Q: 3 clusters Score -5976530 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5976531.000000 Penalty: 3492.058594
	Iteration 77Q: 3 clusters Score -5976531 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5976533.500000 Penalty: 3492.058594
	Iteration 78Q: 3 clusters Score -5976534 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5976536 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5976526 nChanged 5
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Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5976526 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5976524 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5976528 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5976528 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5976526 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5976525 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5976524 nChanged 3
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Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5976523 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5976530 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5976530 nChanged 3
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Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5976536 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44042 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5976536 nChanged 0
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Entering Unmasked Estep 
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	Iteration 93F: 3 clusters Score -5976536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -30400.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -29573.67 nChanged 61
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Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -29747.59 nChanged 24
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Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -29801.39 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29860.412109 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -29860.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29910.367188 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -29910.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29962.898438 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -29962.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29975.375000 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -29975.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29979.732422 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -29979.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29984.125000 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -29984.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29984.125000 Penalty: 1842.711304
	Iteration 9F: 3 clusters Score -29984.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 19574 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 3008 members 
Mstep: Class 8 contains 95076 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6496 members 
Mstep: Class 11 contains 54009 members 
Mstep: Class 12 contains 75583 members 
Mstep: Class 13 contains 13864 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57312 members 
Mstep: Class 16 contains 22706 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26374 members 
Mstep: Class 22 contains 103074 members 
Mstep: Class 23 contains 46388 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521936.000000 Penalty: 47263.542969
Iteration 159Q: 23 clusters Score -6.952194e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 19576 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 3006 members 
Mstep: Class 8 contains 95048 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6470 members 
Mstep: Class 11 contains 54046 members 
Mstep: Class 12 contains 75609 members 
Mstep: Class 13 contains 13846 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57302 members 
Mstep: Class 16 contains 22705 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26394 members 
Mstep: Class 22 contains 103033 members 
Mstep: Class 23 contains 46434 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521952.000000 Penalty: 47263.542969
Iteration 160F: 23 clusters Score -6.952195e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 19577 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3306 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 3001 members 
Mstep: Class 8 contains 95022 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6465 members 
Mstep: Class 11 contains 54076 members 
Mstep: Class 12 contains 75627 members 
Mstep: Class 13 contains 13827 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57294 members 
Mstep: Class 16 contains 22708 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26421 members 
Mstep: Class 22 contains 102978 members 
Mstep: Class 23 contains 46475 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522032.000000 Penalty: 47263.542969
Iteration 161Q: 23 clusters Score -6.952203e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 19576 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 95014 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6463 members 
Mstep: Class 11 contains 54098 members 
Mstep: Class 12 contains 75656 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57287 members 
Mstep: Class 16 contains 22710 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26444 members 
Mstep: Class 22 contains 102900 members 
Mstep: Class 23 contains 46516 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521912.000000 Penalty: 47263.542969
Iteration 162Q: 23 clusters Score -6.952191e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 19569 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 94987 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6453 members 
Mstep: Class 11 contains 54130 members 
Mstep: Class 12 contains 75697 members 
Mstep: Class 13 contains 13792 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57291 members 
Mstep: Class 16 contains 22715 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26459 members 
Mstep: Class 22 contains 102845 members 
Mstep: Class 23 contains 46550 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 23 clusters Score -6.952185e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 19559 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 94971 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6451 members 
Mstep: Class 11 contains 54164 members 
Mstep: Class 12 contains 75726 members 
Mstep: Class 13 contains 13773 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57291 members 
Mstep: Class 16 contains 22723 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26476 members 
Mstep: Class 22 contains 102760 members 
Mstep: Class 23 contains 46604 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521872.000000 Penalty: 47263.542969
Iteration 164Q: 23 clusters Score -6.952187e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 19558 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 2993 members 
Mstep: Class 8 contains 94976 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 54198 members 
Mstep: Class 12 contains 75746 members 
Mstep: Class 13 contains 13755 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57293 members 
Mstep: Class 16 contains 22731 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26492 members 
Mstep: Class 22 contains 102659 members 
Mstep: Class 23 contains 46654 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521912.000000 Penalty: 47263.542969
Iteration 165Q: 23 clusters Score -6.952191e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19558 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3307 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 94984 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 54231 members 
Mstep: Class 12 contains 75761 members 
Mstep: Class 13 contains 13749 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57299 members 
Mstep: Class 16 contains 22738 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26506 members 
Mstep: Class 22 contains 102543 members 
Mstep: Class 23 contains 46702 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522000.000000 Penalty: 47263.542969
Iteration 166Q: 23 clusters Score -6.9522e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19550 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 94998 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6419 members 
Mstep: Class 11 contains 54273 members 
Mstep: Class 12 contains 75790 members 
Mstep: Class 13 contains 13740 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57314 members 
Mstep: Class 16 contains 22747 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26509 members 
Mstep: Class 22 contains 102445 members 
Mstep: Class 23 contains 46729 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 23 clusters Score -6.952186e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19545 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 94995 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6398 members 
Mstep: Class 11 contains 54307 members 
Mstep: Class 12 contains 75818 members 
Mstep: Class 13 contains 13729 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57316 members 
Mstep: Class 16 contains 22748 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26523 members 
Mstep: Class 22 contains 102361 members 
Mstep: Class 23 contains 46774 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522000.000000 Penalty: 47263.542969
Iteration 168Q: 23 clusters Score -6.9522e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19534 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 4017 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 95017 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6382 members 
Mstep: Class 11 contains 54339 members 
Mstep: Class 12 contains 75850 members 
Mstep: Class 13 contains 13720 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57320 members 
Mstep: Class 16 contains 22751 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26543 members 
Mstep: Class 22 contains 102272 members 
Mstep: Class 23 contains 46794 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521976.000000 Penalty: 47263.542969
Iteration 169Q: 23 clusters Score -6.952198e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19523 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 2971 members 
Mstep: Class 8 contains 95057 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 54367 members 
Mstep: Class 12 contains 75887 members 
Mstep: Class 13 contains 13712 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57329 members 
Mstep: Class 16 contains 22756 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26562 members 
Mstep: Class 22 contains 102163 members 
Mstep: Class 23 contains 46814 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521968.000000 Penalty: 47263.542969
Iteration 170Q: 23 clusters Score -6.952197e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19521 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 2969 members 
Mstep: Class 8 contains 95098 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 54391 members 
Mstep: Class 12 contains 75923 members 
Mstep: Class 13 contains 13700 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57337 members 
Mstep: Class 16 contains 22768 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26579 members 
Mstep: Class 22 contains 102052 members 
Mstep: Class 23 contains 46826 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521984.000000 Penalty: 47263.542969
Iteration 171Q: 23 clusters Score -6.952198e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19522 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 2967 members 
Mstep: Class 8 contains 95165 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6306 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 75949 members 
Mstep: Class 13 contains 13689 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57335 members 
Mstep: Class 16 contains 22773 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26603 members 
Mstep: Class 22 contains 101928 members 
Mstep: Class 23 contains 46849 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521992.000000 Penalty: 47263.542969
Iteration 172Q: 23 clusters Score -6.952199e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19522 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 2964 members 
Mstep: Class 8 contains 95239 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6260 members 
Mstep: Class 11 contains 54451 members 
Mstep: Class 12 contains 75968 members 
Mstep: Class 13 contains 13671 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57333 members 
Mstep: Class 16 contains 22780 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26626 members 
Mstep: Class 22 contains 101802 members 
Mstep: Class 23 contains 46881 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521872.000000 Penalty: 47263.542969
Iteration 173Q: 23 clusters Score -6.952187e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 8 contains 95330 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6227 members 
Mstep: Class 11 contains 54481 members 
Mstep: Class 12 contains 75984 members 
Mstep: Class 13 contains 13649 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57332 members 
Mstep: Class 16 contains 22784 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26658 members 
Mstep: Class 22 contains 101645 members 
Mstep: Class 23 contains 46924 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522000.000000 Penalty: 47263.542969
Iteration 174Q: 23 clusters Score -6.9522e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19536 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 2956 members 
Mstep: Class 8 contains 95413 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6188 members 
Mstep: Class 11 contains 54504 members 
Mstep: Class 12 contains 76007 members 
Mstep: Class 13 contains 13624 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57344 members 
Mstep: Class 16 contains 22794 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26676 members 
Mstep: Class 22 contains 101481 members 
Mstep: Class 23 contains 46961 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522120.000000 Penalty: 47263.542969
Iteration 175Q: 23 clusters Score -6.952212e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19558 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 2951 members 
Mstep: Class 8 contains 95501 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 54531 members 
Mstep: Class 12 contains 76029 members 
Mstep: Class 13 contains 13607 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57345 members 
Mstep: Class 16 contains 22803 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26684 members 
Mstep: Class 22 contains 101332 members 
Mstep: Class 23 contains 46985 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522040.000000 Penalty: 47263.542969
Iteration 176Q: 23 clusters Score -6.952204e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19575 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 95562 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 54551 members 
Mstep: Class 12 contains 76054 members 
Mstep: Class 13 contains 13590 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57350 members 
Mstep: Class 16 contains 22805 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26699 members 
Mstep: Class 22 contains 101191 members 
Mstep: Class 23 contains 47029 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69521992.000000 Penalty: 47263.542969
Iteration 177Q: 23 clusters Score -6.952199e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19588 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 2945 members 
Mstep: Class 8 contains 95616 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6074 members 
Mstep: Class 11 contains 54574 members 
Mstep: Class 12 contains 76087 members 
Mstep: Class 13 contains 13572 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57348 members 
Mstep: Class 16 contains 22823 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26725 members 
Mstep: Class 22 contains 101061 members 
Mstep: Class 23 contains 47071 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Score: -69522144.000000 Penalty: 47263.542969
Iteration 178Q: 23 clusters Score -6.952214e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 4017 members 
Mstep: Class 7 contains 2944 members 
Mstep: Class 8 contains 95710 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 6031 members 
Mstep: Class 11 contains 54589 members 
Mstep: Class 12 contains 76128 members 
Mstep: Class 13 contains 13547 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57349 members 
Mstep: Class 16 contains 22845 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26750 members 
Mstep: Class 22 contains 100859 members 
Mstep: Class 23 contains 47130 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 179Q: 23 clusters Score -6.952236e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3316 members 
Mstep: Class 6 contains 4020 members 
Mstep: Class 7 contains 2942 members 
Mstep: Class 8 contains 95826 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5983 members 
Mstep: Class 11 contains 54623 members 
Mstep: Class 12 contains 76185 members 
Mstep: Class 13 contains 13515 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57353 members 
Mstep: Class 16 contains 22864 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26763 members 
Mstep: Class 22 contains 100637 members 
Mstep: Class 23 contains 47187 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522392.000000 Penalty: 47263.542969
Iteration 180F: 23 clusters Score -6.952239e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19628 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 4017 members 
Mstep: Class 7 contains 2939 members 
Mstep: Class 8 contains 95942 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 54656 members 
Mstep: Class 12 contains 76255 members 
Mstep: Class 13 contains 13484 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57355 members 
Mstep: Class 16 contains 22884 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26782 members 
Mstep: Class 22 contains 100403 members 
Mstep: Class 23 contains 47261 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -6.952231e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 19634 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3317 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 96068 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5832 members 
Mstep: Class 11 contains 54696 members 
Mstep: Class 12 contains 76309 members 
Mstep: Class 13 contains 13456 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57363 members 
Mstep: Class 16 contains 22911 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26802 members 
Mstep: Class 22 contains 100184 members 
Mstep: Class 23 contains 47322 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 182Q: 23 clusters Score -6.952235e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 19636 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 96253 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5758 members 
Mstep: Class 11 contains 54739 members 
Mstep: Class 12 contains 76382 members 
Mstep: Class 13 contains 13429 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57375 members 
Mstep: Class 16 contains 22947 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26843 members 
Mstep: Class 22 contains 99831 members 
Mstep: Class 23 contains 47392 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522512.000000 Penalty: 47263.542969
Iteration 183Q: 23 clusters Score -6.952251e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19659 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 96499 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5667 members 
Mstep: Class 11 contains 54776 members 
Mstep: Class 12 contains 76450 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57381 members 
Mstep: Class 16 contains 22980 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26884 members 
Mstep: Class 22 contains 99432 members 
Mstep: Class 23 contains 47485 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522584.000000 Penalty: 47263.542969
Iteration 184Q: 23 clusters Score -6.952258e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19681 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 6 contains 4030 members 
Mstep: Class 7 contains 2933 members 
Mstep: Class 8 contains 96736 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5573 members 
Mstep: Class 11 contains 54829 members 
Mstep: Class 12 contains 76531 members 
Mstep: Class 13 contains 13328 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57391 members 
Mstep: Class 16 contains 23020 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26908 members 
Mstep: Class 22 contains 99023 members 
Mstep: Class 23 contains 47579 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522704.000000 Penalty: 47263.542969
Iteration 185Q: 23 clusters Score -6.95227e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19681 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 6 contains 4032 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 96954 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5458 members 
Mstep: Class 11 contains 54897 members 
Mstep: Class 12 contains 76610 members 
Mstep: Class 13 contains 13278 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57414 members 
Mstep: Class 16 contains 23071 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 26943 members 
Mstep: Class 22 contains 98596 members 
Mstep: Class 23 contains 47710 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69522880.000000 Penalty: 47263.542969
Iteration 186Q: 23 clusters Score -6.952288e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 19685 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3307 members 
Mstep: Class 6 contains 4029 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 97237 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5357 members 
Mstep: Class 11 contains 54968 members 
Mstep: Class 12 contains 76687 members 
Mstep: Class 13 contains 13234 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57444 members 
Mstep: Class 16 contains 23138 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 27004 members 
Mstep: Class 22 contains 97960 members 
Mstep: Class 23 contains 47922 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69523008.000000 Penalty: 47263.542969
Iteration 187Q: 23 clusters Score -6.952301e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 19714 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 97685 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5226 members 
Mstep: Class 11 contains 55067 members 
Mstep: Class 12 contains 76776 members 
Mstep: Class 13 contains 13184 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57472 members 
Mstep: Class 16 contains 23191 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 27073 members 
Mstep: Class 22 contains 97099 members 
Mstep: Class 23 contains 48155 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69523008.000000 Penalty: 47263.542969
Iteration 188Q: 23 clusters Score -6.952301e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 19741 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 98326 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 55145 members 
Mstep: Class 12 contains 76896 members 
Mstep: Class 13 contains 13137 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57509 members 
Mstep: Class 16 contains 23247 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 21 contains 27171 members 
Mstep: Class 22 contains 95942 members 
Mstep: Class 23 contains 48444 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69523264.000000 Penalty: 47263.542969
Iteration 189Q: 23 clusters Score -6.952326e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 19736 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2916 members 
Mstep: Class 8 contains 99013 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 55228 members 
Mstep: Class 12 contains 76990 members 
Mstep: Class 13 contains 13082 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57504 members 
Mstep: Class 16 contains 23313 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27270 members 
Mstep: Class 22 contains 94785 members 
Mstep: Class 23 contains 48770 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69523528.000000 Penalty: 47263.542969
Iteration 190Q: 23 clusters Score -6.952353e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 19756 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3330 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 8 contains 99681 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 55300 members 
Mstep: Class 12 contains 77111 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57506 members 
Mstep: Class 16 contains 23390 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27363 members 
Mstep: Class 22 contains 93585 members 
Mstep: Class 23 contains 49124 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69524016.000000 Penalty: 47263.542969
Iteration 191Q: 23 clusters Score -6.952402e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 19777 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 100338 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4703 members 
Mstep: Class 11 contains 55391 members 
Mstep: Class 12 contains 77206 members 
Mstep: Class 13 contains 12953 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57527 members 
Mstep: Class 16 contains 23425 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27505 members 
Mstep: Class 22 contains 92350 members 
Mstep: Class 23 contains 49509 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69524400.000000 Penalty: 47263.542969
Iteration 192Q: 23 clusters Score -6.95244e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 19782 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3349 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 100953 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 55485 members 
Mstep: Class 12 contains 77314 members 
Mstep: Class 13 contains 12895 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57537 members 
Mstep: Class 16 contains 23456 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27656 members 
Mstep: Class 22 contains 91135 members 
Mstep: Class 23 contains 49921 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69525352.000000 Penalty: 47263.542969
Iteration 193Q: 23 clusters Score -6.952535e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 19760 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3351 members 
Mstep: Class 6 contains 3973 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 101650 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 55579 members 
Mstep: Class 12 contains 77430 members 
Mstep: Class 13 contains 12833 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57536 members 
Mstep: Class 16 contains 23466 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27803 members 
Mstep: Class 22 contains 89918 members 
Mstep: Class 23 contains 50350 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526096.000000 Penalty: 47263.542969
Iteration 194Q: 23 clusters Score -6.95261e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 19714 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3973 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 102362 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 55740 members 
Mstep: Class 12 contains 77462 members 
Mstep: Class 13 contains 12762 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57535 members 
Mstep: Class 16 contains 23489 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27979 members 
Mstep: Class 22 contains 88680 members 
Mstep: Class 23 contains 50804 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69526616.000000 Penalty: 47263.542969
Iteration 195Q: 23 clusters Score -6.952662e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 19653 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 102992 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 3966 members 
Mstep: Class 11 contains 55933 members 
Mstep: Class 12 contains 77516 members 
Mstep: Class 13 contains 12698 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57518 members 
Mstep: Class 16 contains 23457 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 28135 members 
Mstep: Class 22 contains 87538 members 
Mstep: Class 23 contains 51295 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527000.000000 Penalty: 47263.542969
Iteration 196Q: 23 clusters Score -6.9527e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 19598 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 8 contains 103660 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 56059 members 
Mstep: Class 12 contains 77602 members 
Mstep: Class 13 contains 12633 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57477 members 
Mstep: Class 16 contains 23393 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 28277 members 
Mstep: Class 22 contains 86402 members 
Mstep: Class 23 contains 51824 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69527760.000000 Penalty: 47263.542969
Iteration 197Q: 23 clusters Score -6.952776e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 19535 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 104179 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 3527 members 
Mstep: Class 11 contains 56200 members 
Mstep: Class 12 contains 77669 members 
Mstep: Class 13 contains 12603 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57450 members 
Mstep: Class 16 contains 23282 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 28402 members 
Mstep: Class 22 contains 85394 members 
Mstep: Class 23 contains 52435 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69528584.000000 Penalty: 47263.542969
Iteration 198Q: 23 clusters Score -6.952858e+07 nChanged 4264
Entering ConstructFrom: 
Score: -69528584.000000 Penalty: 47263.542969
Entering ConstructFrom: 
Trying to split cluster 1 (18148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Entering Unmasked Estep 
Score: -2287515.250000 Penalty: 1593.526245
	Iteration 0F: 2 clusters Score -2287515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2275072.750000 Penalty: 3187.052490
	Iteration 0F: 3 clusters Score -2275073 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2279378.000000 Penalty: 3187.052490
	Iteration 1F: 3 clusters Score -2279378 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2279686.000000 Penalty: 3187.052490
	Iteration 2Q: 3 clusters Score -2279686 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2279987.250000 Penalty: 3187.052490
	Iteration 3Q: 3 clusters Score -2279987 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2280290.750000 Penalty: 3187.052490
	Iteration 4Q: 3 clusters Score -2280291 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2280655.000000 Penalty: 3187.052490
	Iteration 5Q: 3 clusters Score -2280655 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2281123.500000 Penalty: 3187.052490
	Iteration 6F: 3 clusters Score -2281124 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2281758.000000 Penalty: 3187.052490
	Iteration 7F: 3 clusters Score -2281758 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2282647.500000 Penalty: 3187.052490
	Iteration 8F: 3 clusters Score -2282648 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2283702.750000 Penalty: 3187.052490
	Iteration 9F: 3 clusters Score -2283703 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2284743.500000 Penalty: 3187.052490
	Iteration 10F: 3 clusters Score -2284744 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2285472.250000 Penalty: 3187.052490
	Iteration 11Q: 3 clusters Score -2285472 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2285840.250000 Penalty: 3187.052490
	Iteration 12Q: 3 clusters Score -2285840 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2286009.750000 Penalty: 3187.052490
	Iteration 13Q: 3 clusters Score -2286010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2286078.250000 Penalty: 3187.052490
	Iteration 14Q: 3 clusters Score -2286078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2286107.000000 Penalty: 3187.052490
	Iteration 15Q: 3 clusters Score -2286107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2286123.250000 Penalty: 3187.052490
	Iteration 16Q: 3 clusters Score -2286123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2286130.750000 Penalty: 3187.052490
	Iteration 17Q: 3 clusters Score -2286131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2286140.250000 Penalty: 3187.052490
	Iteration 18Q: 3 clusters Score -2286140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2286145.750000 Penalty: 3187.052490
	Iteration 19Q: 3 clusters Score -2286146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2286149.500000 Penalty: 3187.052490
	Iteration 20F: 3 clusters Score -2286150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2286157.000000 Penalty: 3187.052490
	Iteration 21Q: 3 clusters Score -2286157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2286158.750000 Penalty: 3187.052490
	Iteration 22Q: 3 clusters Score -2286159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2286160.250000 Penalty: 3187.052490
	Iteration 23Q: 3 clusters Score -2286160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2286160.000000 Penalty: 3187.052490
	Iteration 24Q: 3 clusters Score -2286160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2286161.000000 Penalty: 3187.052490
	Iteration 25Q: 3 clusters Score -2286161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2286161.500000 Penalty: 3187.052490
	Iteration 26Q: 3 clusters Score -2286162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2286161.000000 Penalty: 3187.052490
	Iteration 27Q: 3 clusters Score -2286161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2286161.000000 Penalty: 3187.052490
	Iteration 28F: 3 clusters Score -2286161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -105875.421875 Penalty: 1106.827271
	Iteration 0F: 2 clusters Score -105875.4 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 460 members 
Entering Unmasked Estep 
Score: -104519.179688 Penalty: 2213.654541
	Iteration 0F: 3 clusters Score -104519.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104802.054688 Penalty: 2213.654541
	Iteration 1F: 3 clusters Score -104802.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104885.195312 Penalty: 2213.654541
	Iteration 2F: 3 clusters Score -104885.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104932.015625 Penalty: 2213.654541
	Iteration 3Q: 3 clusters Score -104932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104956.835938 Penalty: 2213.654541
	Iteration 4Q: 3 clusters Score -104956.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104974.015625 Penalty: 2213.654541
	Iteration 5Q: 3 clusters Score -104974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104981.328125 Penalty: 2213.654541
	Iteration 6Q: 3 clusters Score -104981.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104988.445312 Penalty: 2213.654541
	Iteration 7Q: 3 clusters Score -104988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104991.539062 Penalty: 2213.654541
	Iteration 8Q: 3 clusters Score -104991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104991.539062 Penalty: 2213.654541
	Iteration 9F: 3 clusters Score -104991.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Entering Unmasked Estep 
Score: -2524404.750000 Penalty: 1605.135864
	Iteration 0F: 2 clusters Score -2524405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2511182.500000 Penalty: 3210.271729
	Iteration 0F: 3 clusters Score -2511182 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2515885.500000 Penalty: 3210.271729
	Iteration 1F: 3 clusters Score -2515886 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2516413.250000 Penalty: 3210.271729
	Iteration 2F: 3 clusters Score -2516413 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2517088.750000 Penalty: 3210.271729
	Iteration 3F: 3 clusters Score -2517089 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2517925.500000 Penalty: 3210.271729
	Iteration 4F: 3 clusters Score -2517926 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2518952.000000 Penalty: 3210.271729
	Iteration 5F: 3 clusters Score -2518952 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2520169.750000 Penalty: 3210.271729
	Iteration 6F: 3 clusters Score -2520170 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2521242.750000 Penalty: 3210.271729
	Iteration 7F: 3 clusters Score -2521243 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2522016.000000 Penalty: 3210.271729
	Iteration 8Q: 3 clusters Score -2522016 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2522395.500000 Penalty: 3210.271729
	Iteration 9Q: 3 clusters Score -2522396 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2522591.000000 Penalty: 3210.271729
	Iteration 10Q: 3 clusters Score -2522591 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2522696.750000 Penalty: 3210.271729
	Iteration 11Q: 3 clusters Score -2522697 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2522783.000000 Penalty: 3210.271729
	Iteration 12Q: 3 clusters Score -2522783 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2522846.750000 Penalty: 3210.271729
	Iteration 13Q: 3 clusters Score -2522847 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2522895.500000 Penalty: 3210.271729
	Iteration 14Q: 3 clusters Score -2522896 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2522943.500000 Penalty: 3210.271729
	Iteration 15Q: 3 clusters Score -2522944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2522978.750000 Penalty: 3210.271729
	Iteration 16Q: 3 clusters Score -2522979 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2523016.750000 Penalty: 3210.271729
	Iteration 17Q: 3 clusters Score -2523017 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2523045.500000 Penalty: 3210.271729
	Iteration 18Q: 3 clusters Score -2523046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2523057.500000 Penalty: 3210.271729
	Iteration 19Q: 3 clusters Score -2523058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2523095.500000 Penalty: 3210.271729
	Iteration 20F: 3 clusters Score -2523096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2523108.250000 Penalty: 3210.271729
	Iteration 21Q: 3 clusters Score -2523108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2523128.750000 Penalty: 3210.271729
	Iteration 22Q: 3 clusters Score -2523129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2523143.250000 Penalty: 3210.271729
	Iteration 23Q: 3 clusters Score -2523143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2523163.750000 Penalty: 3210.271729
	Iteration 24Q: 3 clusters Score -2523164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2523172.750000 Penalty: 3210.271729
	Iteration 25Q: 3 clusters Score -2523173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2523185.500000 Penalty: 3210.271729
	Iteration 26Q: 3 clusters Score -2523186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2523204.250000 Penalty: 3210.271729
	Iteration 27Q: 3 clusters Score -2523204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2523218.500000 Penalty: 3210.271729
	Iteration 28Q: 3 clusters Score -2523218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2523235.000000 Penalty: 3210.271729
	Iteration 29Q: 3 clusters Score -2523235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2523249.000000 Penalty: 3210.271729
	Iteration 30Q: 3 clusters Score -2523249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2523254.500000 Penalty: 3210.271729
	Iteration 31Q: 3 clusters Score -2523254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2523272.750000 Penalty: 3210.271729
	Iteration 32Q: 3 clusters Score -2523273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2523279.000000 Penalty: 3210.271729
	Iteration 33Q: 3 clusters Score -2523279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2523286.000000 Penalty: 3210.271729
	Iteration 34Q: 3 clusters Score -2523286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2523284.750000 Penalty: 3210.271729
	Iteration 35Q: 3 clusters Score -2523285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2523284.250000 Penalty: 3210.271729
	Iteration 36Q: 3 clusters Score -2523284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2523286.000000 Penalty: 3210.271729
	Iteration 37Q: 3 clusters Score -2523286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2523287.750000 Penalty: 3210.271729
	Iteration 38Q: 3 clusters Score -2523288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2523294.750000 Penalty: 3210.271729
	Iteration 39Q: 3 clusters Score -2523295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2523296.250000 Penalty: 3210.271729
	Iteration 40F: 3 clusters Score -2523296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2523294.000000 Penalty: 3210.271729
	Iteration 41Q: 3 clusters Score -2523294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2523301.250000 Penalty: 3210.271729
	Iteration 42Q: 3 clusters Score -2523301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2523302.000000 Penalty: 3210.271729
	Iteration 43Q: 3 clusters Score -2523302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2523304.500000 Penalty: 3210.271729
	Iteration 44Q: 3 clusters Score -2523304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2523312.500000 Penalty: 3210.271729
	Iteration 45Q: 3 clusters Score -2523312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2523313.000000 Penalty: 3210.271729
	Iteration 46Q: 3 clusters Score -2523313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2523311.000000 Penalty: 3210.271729
	Iteration 47Q: 3 clusters Score -2523311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2523314.000000 Penalty: 3210.271729
	Iteration 48Q: 3 clusters Score -2523314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2523313.750000 Penalty: 3210.271729
	Iteration 49Q: 3 clusters Score -2523314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2523321.000000 Penalty: 3210.271729
	Iteration 50Q: 3 clusters Score -2523321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2523319.000000 Penalty: 3210.271729
	Iteration 51Q: 3 clusters Score -2523319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2523320.750000 Penalty: 3210.271729
	Iteration 52Q: 3 clusters Score -2523321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2523319.750000 Penalty: 3210.271729
	Iteration 53Q: 3 clusters Score -2523320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2523319.750000 Penalty: 3210.271729
	Iteration 54F: 3 clusters Score -2523320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -7587.351074 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -7587.351 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 95 members 
Entering Unmasked Estep 
Score: -6996.463867 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -6996.464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7225.055176 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -7225.055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7346.413574 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -7346.414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7440.913086 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -7440.913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7501.580566 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -7501.581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7511.612793 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -7511.613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7513.444824 Penalty: 1720.324097
	Iteration 6F: 3 clusters Score -7513.445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7533.454102 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -7533.454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7541.100098 Penalty: 1720.324097
	Iteration 8Q: 3 clusters Score -7541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7541.100098 Penalty: 1720.324097
	Iteration 9F: 3 clusters Score -7541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -411161.000000 Penalty: 1320.799316
	Iteration 0F: 2 clusters Score -411161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -408199.843750 Penalty: 2641.598633
	Iteration 0F: 3 clusters Score -408199.8 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -408904.718750 Penalty: 2641.598633
	Iteration 1F: 3 clusters Score -408904.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -409062.687500 Penalty: 2641.598633
	Iteration 2F: 3 clusters Score -409062.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -409164.125000 Penalty: 2641.598633
	Iteration 3F: 3 clusters Score -409164.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -409242.687500 Penalty: 2641.598633
	Iteration 4Q: 3 clusters Score -409242.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -409302.562500 Penalty: 2641.598633
	Iteration 5Q: 3 clusters Score -409302.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -409353.312500 Penalty: 2641.598633
	Iteration 6Q: 3 clusters Score -409353.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -409392.062500 Penalty: 2641.598633
	Iteration 7Q: 3 clusters Score -409392.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -409438.406250 Penalty: 2641.598633
	Iteration 8Q: 3 clusters Score -409438.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -409475.687500 Penalty: 2641.598633
	Iteration 9Q: 3 clusters Score -409475.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -409523.000000 Penalty: 2641.598633
	Iteration 10Q: 3 clusters Score -409523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -409580.718750 Penalty: 2641.598633
	Iteration 11Q: 3 clusters Score -409580.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -409637.031250 Penalty: 2641.598633
	Iteration 12Q: 3 clusters Score -409637 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -409690.218750 Penalty: 2641.598633
	Iteration 13Q: 3 clusters Score -409690.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -409732.625000 Penalty: 2641.598633
	Iteration 14Q: 3 clusters Score -409732.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -409769.218750 Penalty: 2641.598633
	Iteration 15Q: 3 clusters Score -409769.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -409788.281250 Penalty: 2641.598633
	Iteration 16Q: 3 clusters Score -409788.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -409798.625000 Penalty: 2641.598633
	Iteration 17Q: 3 clusters Score -409798.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -409806.406250 Penalty: 2641.598633
	Iteration 18Q: 3 clusters Score -409806.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -409815.500000 Penalty: 2641.598633
	Iteration 19Q: 3 clusters Score -409815.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -409826.250000 Penalty: 2641.598633
	Iteration 20F: 3 clusters Score -409826.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -409835.750000 Penalty: 2641.598633
	Iteration 21Q: 3 clusters Score -409835.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -409843.593750 Penalty: 2641.598633
	Iteration 22Q: 3 clusters Score -409843.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -409847.656250 Penalty: 2641.598633
	Iteration 23Q: 3 clusters Score -409847.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -409851.250000 Penalty: 2641.598633
	Iteration 24Q: 3 clusters Score -409851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -409855.375000 Penalty: 2641.598633
	Iteration 25Q: 3 clusters Score -409855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -409858.250000 Penalty: 2641.598633
	Iteration 26Q: 3 clusters Score -409858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -409860.718750 Penalty: 2641.598633
	Iteration 27Q: 3 clusters Score -409860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -409861.125000 Penalty: 2641.598633
	Iteration 28Q: 3 clusters Score -409861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -409863.031250 Penalty: 2641.598633
	Iteration 29Q: 3 clusters Score -409863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -409863.781250 Penalty: 2641.598633
	Iteration 30Q: 3 clusters Score -409863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -409865.468750 Penalty: 2641.598633
	Iteration 31Q: 3 clusters Score -409865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -409867.875000 Penalty: 2641.598633
	Iteration 32Q: 3 clusters Score -409867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -409868.093750 Penalty: 2641.598633
	Iteration 33Q: 3 clusters Score -409868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -409868.718750 Penalty: 2641.598633
	Iteration 34Q: 3 clusters Score -409868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -409869.093750 Penalty: 2641.598633
	Iteration 35Q: 3 clusters Score -409869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -409870.531250 Penalty: 2641.598633
	Iteration 36Q: 3 clusters Score -409870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -409870.187500 Penalty: 2641.598633
	Iteration 37Q: 3 clusters Score -409870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -409870.187500 Penalty: 2641.598633
	Iteration 38F: 3 clusters Score -409870.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -493702.781250 Penalty: 1347.090942
	Iteration 0F: 2 clusters Score -493702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -490307.156250 Penalty: 2694.181885
	Iteration 0F: 3 clusters Score -490307.2 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -491148.125000 Penalty: 2694.181885
	Iteration 1F: 3 clusters Score -491148.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -491280.312500 Penalty: 2694.181885
	Iteration 2F: 3 clusters Score -491280.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -491357.500000 Penalty: 2694.181885
	Iteration 3Q: 3 clusters Score -491357.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -491427.375000 Penalty: 2694.181885
	Iteration 4Q: 3 clusters Score -491427.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -491483.968750 Penalty: 2694.181885
	Iteration 5Q: 3 clusters Score -491484 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -491528.562500 Penalty: 2694.181885
	Iteration 6Q: 3 clusters Score -491528.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -491568.093750 Penalty: 2694.181885
	Iteration 7Q: 3 clusters Score -491568.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -491606.500000 Penalty: 2694.181885
	Iteration 8Q: 3 clusters Score -491606.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -491645.687500 Penalty: 2694.181885
	Iteration 9Q: 3 clusters Score -491645.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -491682.906250 Penalty: 2694.181885
	Iteration 10Q: 3 clusters Score -491682.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -491714.718750 Penalty: 2694.181885
	Iteration 11Q: 3 clusters Score -491714.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -491744.000000 Penalty: 2694.181885
	Iteration 12Q: 3 clusters Score -491744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -491775.781250 Penalty: 2694.181885
	Iteration 13Q: 3 clusters Score -491775.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -491815.250000 Penalty: 2694.181885
	Iteration 14Q: 3 clusters Score -491815.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -491865.375000 Penalty: 2694.181885
	Iteration 15Q: 3 clusters Score -491865.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -491924.500000 Penalty: 2694.181885
	Iteration 16Q: 3 clusters Score -491924.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -491980.093750 Penalty: 2694.181885
	Iteration 17Q: 3 clusters Score -491980.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -492036.781250 Penalty: 2694.181885
	Iteration 18Q: 3 clusters Score -492036.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -492095.468750 Penalty: 2694.181885
	Iteration 19Q: 3 clusters Score -492095.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -492140.437500 Penalty: 2694.181885
	Iteration 20F: 3 clusters Score -492140.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -492183.562500 Penalty: 2694.181885
	Iteration 21Q: 3 clusters Score -492183.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -492229.687500 Penalty: 2694.181885
	Iteration 22Q: 3 clusters Score -492229.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -492281.531250 Penalty: 2694.181885
	Iteration 23Q: 3 clusters Score -492281.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -492316.093750 Penalty: 2694.181885
	Iteration 24Q: 3 clusters Score -492316.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -492340.531250 Penalty: 2694.181885
	Iteration 25Q: 3 clusters Score -492340.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -492355.062500 Penalty: 2694.181885
	Iteration 26Q: 3 clusters Score -492355.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -492370.843750 Penalty: 2694.181885
	Iteration 27Q: 3 clusters Score -492370.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -492386.312500 Penalty: 2694.181885
	Iteration 28Q: 3 clusters Score -492386.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -492397.437500 Penalty: 2694.181885
	Iteration 29Q: 3 clusters Score -492397.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -492407.937500 Penalty: 2694.181885
	Iteration 30Q: 3 clusters Score -492407.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -492419.500000 Penalty: 2694.181885
	Iteration 31Q: 3 clusters Score -492419.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -492424.843750 Penalty: 2694.181885
	Iteration 32Q: 3 clusters Score -492424.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -492429.812500 Penalty: 2694.181885
	Iteration 33Q: 3 clusters Score -492429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -492434.687500 Penalty: 2694.181885
	Iteration 34Q: 3 clusters Score -492434.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -492439.875000 Penalty: 2694.181885
	Iteration 35Q: 3 clusters Score -492439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -492444.500000 Penalty: 2694.181885
	Iteration 36Q: 3 clusters Score -492444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -492446.687500 Penalty: 2694.181885
	Iteration 37Q: 3 clusters Score -492446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -492447.375000 Penalty: 2694.181885
	Iteration 38Q: 3 clusters Score -492447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -492447.843750 Penalty: 2694.181885
	Iteration 39Q: 3 clusters Score -492447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -492448.531250 Penalty: 2694.181885
	Iteration 40F: 3 clusters Score -492448.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -492449.406250 Penalty: 2694.181885
	Iteration 41Q: 3 clusters Score -492449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -492450.906250 Penalty: 2694.181885
	Iteration 42Q: 3 clusters Score -492450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -492452.312500 Penalty: 2694.181885
	Iteration 43Q: 3 clusters Score -492452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -492454.125000 Penalty: 2694.181885
	Iteration 44Q: 3 clusters Score -492454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -492455.812500 Penalty: 2694.181885
	Iteration 45Q: 3 clusters Score -492455.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -492455.812500 Penalty: 2694.181885
	Iteration 46F: 3 clusters Score -492455.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -355970.062500 Penalty: 1294.344727
	Iteration 0F: 2 clusters Score -355970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -353417.656250 Penalty: 2588.689453
	Iteration 0F: 3 clusters Score -353417.7 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -354431.468750 Penalty: 2588.689453
	Iteration 1F: 3 clusters Score -354431.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -354829.468750 Penalty: 2588.689453
	Iteration 2F: 3 clusters Score -354829.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -355061.031250 Penalty: 2588.689453
	Iteration 3F: 3 clusters Score -355061 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -355208.375000 Penalty: 2588.689453
	Iteration 4F: 3 clusters Score -355208.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -355287.343750 Penalty: 2588.689453
	Iteration 5Q: 3 clusters Score -355287.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -355319.312500 Penalty: 2588.689453
	Iteration 6Q: 3 clusters Score -355319.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -355337.718750 Penalty: 2588.689453
	Iteration 7Q: 3 clusters Score -355337.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -355346.468750 Penalty: 2588.689453
	Iteration 8Q: 3 clusters Score -355346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -355351.656250 Penalty: 2588.689453
	Iteration 9Q: 3 clusters Score -355351.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -355355.062500 Penalty: 2588.689453
	Iteration 10Q: 3 clusters Score -355355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -355356.781250 Penalty: 2588.689453
	Iteration 11Q: 3 clusters Score -355356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -355358.625000 Penalty: 2588.689453
	Iteration 12Q: 3 clusters Score -355358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -355359.468750 Penalty: 2588.689453
	Iteration 13Q: 3 clusters Score -355359.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -355359.968750 Penalty: 2588.689453
	Iteration 14Q: 3 clusters Score -355360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -355359.968750 Penalty: 2588.689453
	Iteration 15F: 3 clusters Score -355360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Entering Unmasked Estep 
Score: -13422312.000000 Penalty: 1878.101074
	Iteration 0F: 2 clusters Score -1.342231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -13357412.000000 Penalty: 3756.202148
	Iteration 0F: 3 clusters Score -1.335741e+07 nChanged 50055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -13386973.000000 Penalty: 3756.202148
	Iteration 1F: 3 clusters Score -1.338697e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -13388271.000000 Penalty: 3756.202148
	Iteration 2Q: 3 clusters Score -1.338827e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -13389904.000000 Penalty: 3756.202148
	Iteration 3Q: 3 clusters Score -1.33899e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -13392282.000000 Penalty: 3756.202148
	Iteration 4Q: 3 clusters Score -1.339228e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -13395896.000000 Penalty: 3756.202148
	Iteration 5F: 3 clusters Score -1.33959e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -13401202.000000 Penalty: 3756.202148
	Iteration 6F: 3 clusters Score -1.34012e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -13407368.000000 Penalty: 3756.202148
	Iteration 7F: 3 clusters Score -1.340737e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -13412085.000000 Penalty: 3756.202148
	Iteration 8F: 3 clusters Score -1.341208e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73817 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -13413996.000000 Penalty: 3756.202148
	Iteration 9Q: 3 clusters Score -1.3414e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -13414875.000000 Penalty: 3756.202148
	Iteration 10Q: 3 clusters Score -1.341488e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -13415436.000000 Penalty: 3756.202148
	Iteration 11Q: 3 clusters Score -1.341544e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -13415872.000000 Penalty: 3756.202148
	Iteration 12Q: 3 clusters Score -1.341587e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -13416439.000000 Penalty: 3756.202148
	Iteration 13Q: 3 clusters Score -1.341644e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83774 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -13416953.000000 Penalty: 3756.202148
	Iteration 14Q: 3 clusters Score -1.341695e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -13417484.000000 Penalty: 3756.202148
	Iteration 15Q: 3 clusters Score -1.341748e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -13417837.000000 Penalty: 3756.202148
	Iteration 16Q: 3 clusters Score -1.341784e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -13418271.000000 Penalty: 3756.202148
	Iteration 17Q: 3 clusters Score -1.341827e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90469 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -13418752.000000 Penalty: 3756.202148
	Iteration 18Q: 3 clusters Score -1.341875e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -13419132.000000 Penalty: 3756.202148
	Iteration 19Q: 3 clusters Score -1.341913e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -13419386.000000 Penalty: 3756.202148
	Iteration 20F: 3 clusters Score -1.341939e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -13419659.000000 Penalty: 3756.202148
	Iteration 21Q: 3 clusters Score -1.341966e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95728 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -13419887.000000 Penalty: 3756.202148
	Iteration 22Q: 3 clusters Score -1.341989e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -13420075.000000 Penalty: 3756.202148
	Iteration 23Q: 3 clusters Score -1.342008e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -13420250.000000 Penalty: 3756.202148
	Iteration 24Q: 3 clusters Score -1.342025e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -13420433.000000 Penalty: 3756.202148
	Iteration 25Q: 3 clusters Score -1.342043e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -13420483.000000 Penalty: 3756.202148
	Iteration 26Q: 3 clusters Score -1.342048e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -13420535.000000 Penalty: 3756.202148
	Iteration 27Q: 3 clusters Score -1.342054e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -13420605.000000 Penalty: 3756.202148
	Iteration 28Q: 3 clusters Score -1.34206e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101569 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -13420699.000000 Penalty: 3756.202148
	Iteration 29Q: 3 clusters Score -1.34207e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -13420698.000000 Penalty: 3756.202148
	Iteration 30Q: 3 clusters Score -1.34207e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -13420793.000000 Penalty: 3756.202148
	Iteration 31Q: 3 clusters Score -1.342079e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -13420829.000000 Penalty: 3756.202148
	Iteration 32Q: 3 clusters Score -1.342083e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102951 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -13420814.000000 Penalty: 3756.202148
	Iteration 33Q: 3 clusters Score -1.342081e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103144 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13420848.000000 Penalty: 3756.202148
	Iteration 34Q: 3 clusters Score -1.342085e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103296 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -13420884.000000 Penalty: 3756.202148
	Iteration 35Q: 3 clusters Score -1.342088e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13420896.000000 Penalty: 3756.202148
	Iteration 36Q: 3 clusters Score -1.34209e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103506 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13420922.000000 Penalty: 3756.202148
	Iteration 37Q: 3 clusters Score -1.342092e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13420954.000000 Penalty: 3756.202148
	Iteration 38Q: 3 clusters Score -1.342095e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13420952.000000 Penalty: 3756.202148
	Iteration 39Q: 3 clusters Score -1.342095e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13420963.000000 Penalty: 3756.202148
	Iteration 40F: 3 clusters Score -1.342096e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -13420974.000000 Penalty: 3756.202148
	Iteration 41Q: 3 clusters Score -1.342097e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13420990.000000 Penalty: 3756.202148
	Iteration 42Q: 3 clusters Score -1.342099e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103808 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13420979.000000 Penalty: 3756.202148
	Iteration 43Q: 3 clusters Score -1.342098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103836 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13420986.000000 Penalty: 3756.202148
	Iteration 44Q: 3 clusters Score -1.342099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103848 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -13420981.000000 Penalty: 3756.202148
	Iteration 45Q: 3 clusters Score -1.342098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103862 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13420980.000000 Penalty: 3756.202148
	Iteration 46Q: 3 clusters Score -1.342098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13420967.000000 Penalty: 3756.202148
	Iteration 47Q: 3 clusters Score -1.342097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13420985.000000 Penalty: 3756.202148
	Iteration 48Q: 3 clusters Score -1.342098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -13420997.000000 Penalty: 3756.202148
	Iteration 49Q: 3 clusters Score -1.3421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13421000.000000 Penalty: 3756.202148
	Iteration 50Q: 3 clusters Score -1.3421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103923 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13421007.000000 Penalty: 3756.202148
	Iteration 51Q: 3 clusters Score -1.342101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103932 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -13421014.000000 Penalty: 3756.202148
	Iteration 52Q: 3 clusters Score -1.342101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103938 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13421019.000000 Penalty: 3756.202148
	Iteration 53Q: 3 clusters Score -1.342102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -13421037.000000 Penalty: 3756.202148
	Iteration 54Q: 3 clusters Score -1.342104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -13421038.000000 Penalty: 3756.202148
	Iteration 55Q: 3 clusters Score -1.342104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -13421046.000000 Penalty: 3756.202148
	Iteration 56Q: 3 clusters Score -1.342105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13421051.000000 Penalty: 3756.202148
	Iteration 57Q: 3 clusters Score -1.342105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13421052.000000 Penalty: 3756.202148
	Iteration 58Q: 3 clusters Score -1.342105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13421064.000000 Penalty: 3756.202148
	Iteration 59Q: 3 clusters Score -1.342106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13421071.000000 Penalty: 3756.202148
	Iteration 60F: 3 clusters Score -1.342107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -13421064.000000 Penalty: 3756.202148
	Iteration 61Q: 3 clusters Score -1.342106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103997 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -13421071.000000 Penalty: 3756.202148
	Iteration 62Q: 3 clusters Score -1.342107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103999 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13421072.000000 Penalty: 3756.202148
	Iteration 63Q: 3 clusters Score -1.342107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103999 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13421072.000000 Penalty: 3756.202148
	Iteration 64F: 3 clusters Score -1.342107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -31408.558594 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -31408.56 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 177 members 
Entering Unmasked Estep 
Score: -30577.650391 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -30577.65 nChanged 81
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: -30806.775391 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -30806.78 nChanged 22
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: -30895.726562 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -30895.73 nChanged 18
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: -30942.566406 Penalty: 1899.151978
	Iteration 3F: 3 clusters Score -30942.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31003.244141 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -31003.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31043.166016 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -31043.17 nChanged 9
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: -31084.269531 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -31084.27 nChanged 0
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: -31084.269531 Penalty: 1899.151978
	Iteration 7F: 3 clusters Score -31084.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -434958.031250 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -434958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -432042.218750 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -432042.2 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -432745.562500 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -432745.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -432877.875000 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -432877.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -432952.000000 Penalty: 2631.069336
	Iteration 3Q: 3 clusters Score -432952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -432991.968750 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -432992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -433012.437500 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -433012.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -433033.281250 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -433033.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -433049.656250 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -433049.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -433068.468750 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -433068.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -433084.031250 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -433084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -433098.468750 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -433098.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -433112.468750 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -433112.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -433125.312500 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -433125.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -433136.187500 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -433136.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -433145.218750 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -433145.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -433152.687500 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -433152.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -433159.562500 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -433159.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -433167.250000 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -433167.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -433169.875000 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -433169.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -433171.531250 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -433171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -433174.093750 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -433174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -433175.437500 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -433175.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -433177.937500 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -433177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -433179.625000 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -433179.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -433181.781250 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -433181.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -433183.781250 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -433183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -433185.968750 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -433186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -433186.250000 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -433186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -433187.343750 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -433187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -433187.562500 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -433187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -433188.375000 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -433188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -433188.375000 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -433188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -433188.312500 Penalty: 2631.069336
	Iteration 32Q: 3 clusters Score -433188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -433188.781250 Penalty: 2631.069336
	Iteration 33Q: 3 clusters Score -433188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -433189.531250 Penalty: 2631.069336
	Iteration 34Q: 3 clusters Score -433189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -433190.843750 Penalty: 2631.069336
	Iteration 35Q: 3 clusters Score -433190.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -433190.843750 Penalty: 2631.069336
	Iteration 36F: 3 clusters Score -433190.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Entering Unmasked Estep 
Score: -7243517.000000 Penalty: 1777.469238
	Iteration 0F: 2 clusters Score -7243517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -7206204.000000 Penalty: 3554.938477
	Iteration 0F: 3 clusters Score -7206204 nChanged 26450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -7221196.500000 Penalty: 3554.938477
	Iteration 1F: 3 clusters Score -7221196 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -7221803.000000 Penalty: 3554.938477
	Iteration 2Q: 3 clusters Score -7221803 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -7222547.500000 Penalty: 3554.938477
	Iteration 3Q: 3 clusters Score -7222548 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -7223710.000000 Penalty: 3554.938477
	Iteration 4Q: 3 clusters Score -7223710 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -7225517.000000 Penalty: 3554.938477
	Iteration 5F: 3 clusters Score -7225517 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -7228243.000000 Penalty: 3554.938477
	Iteration 6F: 3 clusters Score -7228243 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -7231802.000000 Penalty: 3554.938477
	Iteration 7F: 3 clusters Score -7231802 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -7235491.000000 Penalty: 3554.938477
	Iteration 8F: 3 clusters Score -7235491 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -7238489.000000 Penalty: 3554.938477
	Iteration 9F: 3 clusters Score -7238489 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -7240160.500000 Penalty: 3554.938477
	Iteration 10Q: 3 clusters Score -7240160 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -7241036.000000 Penalty: 3554.938477
	Iteration 11Q: 3 clusters Score -7241036 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -7241490.000000 Penalty: 3554.938477
	Iteration 12Q: 3 clusters Score -7241490 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -7241698.000000 Penalty: 3554.938477
	Iteration 13Q: 3 clusters Score -7241698 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -7241799.500000 Penalty: 3554.938477
	Iteration 14Q: 3 clusters Score -7241800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -7241863.500000 Penalty: 3554.938477
	Iteration 15Q: 3 clusters Score -7241864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -7241900.000000 Penalty: 3554.938477
	Iteration 16Q: 3 clusters Score -7241900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -7241932.000000 Penalty: 3554.938477
	Iteration 17Q: 3 clusters Score -7241932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -7241958.000000 Penalty: 3554.938477
	Iteration 18Q: 3 clusters Score -7241958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -7241962.000000 Penalty: 3554.938477
	Iteration 19Q: 3 clusters Score -7241962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -7241963.500000 Penalty: 3554.938477
	Iteration 20F: 3 clusters Score -7241964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7241973.500000 Penalty: 3554.938477
	Iteration 21Q: 3 clusters Score -7241974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -7241977.500000 Penalty: 3554.938477
	Iteration 22Q: 3 clusters Score -7241978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -7241977.000000 Penalty: 3554.938477
	Iteration 23Q: 3 clusters Score -7241977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -7241982.500000 Penalty: 3554.938477
	Iteration 24Q: 3 clusters Score -7241982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -7241985.500000 Penalty: 3554.938477
	Iteration 25Q: 3 clusters Score -7241986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -7241984.500000 Penalty: 3554.938477
	Iteration 26Q: 3 clusters Score -7241984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -7241984.500000 Penalty: 3554.938477
	Iteration 27F: 3 clusters Score -7241984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Entering Unmasked Estep 
Score: -10023494.000000 Penalty: 1829.872192
	Iteration 0F: 2 clusters Score -1.002349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -9972564.000000 Penalty: 3659.744385
	Iteration 0F: 3 clusters Score -9972564 nChanged 36940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -9994543.000000 Penalty: 3659.744385
	Iteration 1F: 3 clusters Score -9994543 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -9995779.000000 Penalty: 3659.744385
	Iteration 2Q: 3 clusters Score -9995779 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -9997669.000000 Penalty: 3659.744385
	Iteration 3F: 3 clusters Score -9997669 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -10000469.000000 Penalty: 3659.744385
	Iteration 4F: 3 clusters Score -1.000047e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -10004358.000000 Penalty: 3659.744385
	Iteration 5F: 3 clusters Score -1.000436e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -10009294.000000 Penalty: 3659.744385
	Iteration 6F: 3 clusters Score -1.000929e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69181 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -10014212.000000 Penalty: 3659.744385
	Iteration 7F: 3 clusters Score -1.001421e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -10018059.000000 Penalty: 3659.744385
	Iteration 8F: 3 clusters Score -1.001806e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10020244.000000 Penalty: 3659.744385
	Iteration 9Q: 3 clusters Score -1.002024e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10021158.000000 Penalty: 3659.744385
	Iteration 10Q: 3 clusters Score -1.002116e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10021501.000000 Penalty: 3659.744385
	Iteration 11Q: 3 clusters Score -1.00215e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10021668.000000 Penalty: 3659.744385
	Iteration 12Q: 3 clusters Score -1.002167e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10021735.000000 Penalty: 3659.744385
	Iteration 13Q: 3 clusters Score -1.002174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10021769.000000 Penalty: 3659.744385
	Iteration 14Q: 3 clusters Score -1.002177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10021807.000000 Penalty: 3659.744385
	Iteration 15Q: 3 clusters Score -1.002181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10021830.000000 Penalty: 3659.744385
	Iteration 16Q: 3 clusters Score -1.002183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10021838.000000 Penalty: 3659.744385
	Iteration 17Q: 3 clusters Score -1.002184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10021853.000000 Penalty: 3659.744385
	Iteration 18Q: 3 clusters Score -1.002185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10021866.000000 Penalty: 3659.744385
	Iteration 19Q: 3 clusters Score -1.002187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10021877.000000 Penalty: 3659.744385
	Iteration 20F: 3 clusters Score -1.002188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10021883.000000 Penalty: 3659.744385
	Iteration 21Q: 3 clusters Score -1.002188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10021887.000000 Penalty: 3659.744385
	Iteration 22Q: 3 clusters Score -1.002189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10021892.000000 Penalty: 3659.744385
	Iteration 23Q: 3 clusters Score -1.002189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10021892.000000 Penalty: 3659.744385
	Iteration 24F: 3 clusters Score -1.002189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Entering Unmasked Estep 
Score: -1605544.500000 Penalty: 1533.874390
	Iteration 0F: 2 clusters Score -1605544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1596742.875000 Penalty: 3067.748779
	Iteration 0F: 3 clusters Score -1596743 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1599683.250000 Penalty: 3067.748779
	Iteration 1F: 3 clusters Score -1599683 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1599966.250000 Penalty: 3067.748779
	Iteration 2F: 3 clusters Score -1599966 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1600197.750000 Penalty: 3067.748779
	Iteration 3Q: 3 clusters Score -1600198 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1600404.000000 Penalty: 3067.748779
	Iteration 4Q: 3 clusters Score -1600404 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1600580.125000 Penalty: 3067.748779
	Iteration 5Q: 3 clusters Score -1600580 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1600784.875000 Penalty: 3067.748779
	Iteration 6Q: 3 clusters Score -1600785 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1601053.875000 Penalty: 3067.748779
	Iteration 7Q: 3 clusters Score -1601054 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1601342.000000 Penalty: 3067.748779
	Iteration 8Q: 3 clusters Score -1601342 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1601675.625000 Penalty: 3067.748779
	Iteration 9Q: 3 clusters Score -1601676 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1601960.375000 Penalty: 3067.748779
	Iteration 10Q: 3 clusters Score -1601960 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1602231.875000 Penalty: 3067.748779
	Iteration 11Q: 3 clusters Score -1602232 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1602450.375000 Penalty: 3067.748779
	Iteration 12Q: 3 clusters Score -1602450 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1602614.125000 Penalty: 3067.748779
	Iteration 13Q: 3 clusters Score -1602614 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1602720.750000 Penalty: 3067.748779
	Iteration 14Q: 3 clusters Score -1602721 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1602800.750000 Penalty: 3067.748779
	Iteration 15Q: 3 clusters Score -1602801 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1602850.125000 Penalty: 3067.748779
	Iteration 16Q: 3 clusters Score -1602850 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1602881.250000 Penalty: 3067.748779
	Iteration 17Q: 3 clusters Score -1602881 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1602899.000000 Penalty: 3067.748779
	Iteration 18Q: 3 clusters Score -1602899 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1602921.750000 Penalty: 3067.748779
	Iteration 19Q: 3 clusters Score -1602922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1602952.375000 Penalty: 3067.748779
	Iteration 20F: 3 clusters Score -1602952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1602967.000000 Penalty: 3067.748779
	Iteration 21Q: 3 clusters Score -1602967 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1602988.875000 Penalty: 3067.748779
	Iteration 22Q: 3 clusters Score -1602989 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1603010.625000 Penalty: 3067.748779
	Iteration 23Q: 3 clusters Score -1603011 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1603035.625000 Penalty: 3067.748779
	Iteration 24Q: 3 clusters Score -1603036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1603053.250000 Penalty: 3067.748779
	Iteration 25Q: 3 clusters Score -1603053 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1603087.250000 Penalty: 3067.748779
	Iteration 26Q: 3 clusters Score -1603087 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1603119.125000 Penalty: 3067.748779
	Iteration 27Q: 3 clusters Score -1603119 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1603148.375000 Penalty: 3067.748779
	Iteration 28Q: 3 clusters Score -1603148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1603189.875000 Penalty: 3067.748779
	Iteration 29Q: 3 clusters Score -1603190 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1603232.000000 Penalty: 3067.748779
	Iteration 30Q: 3 clusters Score -1603232 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1603277.625000 Penalty: 3067.748779
	Iteration 31Q: 3 clusters Score -1603278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1603330.750000 Penalty: 3067.748779
	Iteration 32Q: 3 clusters Score -1603331 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1603385.000000 Penalty: 3067.748779
	Iteration 33Q: 3 clusters Score -1603385 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1603441.875000 Penalty: 3067.748779
	Iteration 34Q: 3 clusters Score -1603442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1603505.875000 Penalty: 3067.748779
	Iteration 35Q: 3 clusters Score -1603506 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1603551.750000 Penalty: 3067.748779
	Iteration 36Q: 3 clusters Score -1603552 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1603600.875000 Penalty: 3067.748779
	Iteration 37Q: 3 clusters Score -1603601 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1603649.125000 Penalty: 3067.748779
	Iteration 38Q: 3 clusters Score -1603649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1603698.875000 Penalty: 3067.748779
	Iteration 39Q: 3 clusters Score -1603699 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1603745.500000 Penalty: 3067.748779
	Iteration 40F: 3 clusters Score -1603746 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1603804.750000 Penalty: 3067.748779
	Iteration 41Q: 3 clusters Score -1603805 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1603858.500000 Penalty: 3067.748779
	Iteration 42Q: 3 clusters Score -1603858 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1603919.250000 Penalty: 3067.748779
	Iteration 43Q: 3 clusters Score -1603919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1603964.625000 Penalty: 3067.748779
	Iteration 44Q: 3 clusters Score -1603965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1604016.500000 Penalty: 3067.748779
	Iteration 45Q: 3 clusters Score -1604016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1604057.000000 Penalty: 3067.748779
	Iteration 46Q: 3 clusters Score -1604057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1604098.125000 Penalty: 3067.748779
	Iteration 47Q: 3 clusters Score -1604098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1604131.375000 Penalty: 3067.748779
	Iteration 48Q: 3 clusters Score -1604131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1604157.125000 Penalty: 3067.748779
	Iteration 49Q: 3 clusters Score -1604157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1604174.750000 Penalty: 3067.748779
	Iteration 50Q: 3 clusters Score -1604175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1604188.250000 Penalty: 3067.748779
	Iteration 51Q: 3 clusters Score -1604188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1604204.750000 Penalty: 3067.748779
	Iteration 52Q: 3 clusters Score -1604205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1604210.375000 Penalty: 3067.748779
	Iteration 53Q: 3 clusters Score -1604210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1604217.875000 Penalty: 3067.748779
	Iteration 54Q: 3 clusters Score -1604218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1604222.000000 Penalty: 3067.748779
	Iteration 55Q: 3 clusters Score -1604222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1604228.000000 Penalty: 3067.748779
	Iteration 56Q: 3 clusters Score -1604228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1604237.375000 Penalty: 3067.748779
	Iteration 57Q: 3 clusters Score -1604237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1604244.750000 Penalty: 3067.748779
	Iteration 58Q: 3 clusters Score -1604245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1604248.125000 Penalty: 3067.748779
	Iteration 59Q: 3 clusters Score -1604248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1604253.000000 Penalty: 3067.748779
	Iteration 60F: 3 clusters Score -1604253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1604259.000000 Penalty: 3067.748779
	Iteration 61Q: 3 clusters Score -1604259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1604262.375000 Penalty: 3067.748779
	Iteration 62Q: 3 clusters Score -1604262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1604260.250000 Penalty: 3067.748779
	Iteration 63Q: 3 clusters Score -1604260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1604262.875000 Penalty: 3067.748779
	Iteration 64Q: 3 clusters Score -1604263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1604266.625000 Penalty: 3067.748779
	Iteration 65Q: 3 clusters Score -1604267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1604269.500000 Penalty: 3067.748779
	Iteration 66Q: 3 clusters Score -1604270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1604270.375000 Penalty: 3067.748779
	Iteration 67Q: 3 clusters Score -1604270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1604273.375000 Penalty: 3067.748779
	Iteration 68Q: 3 clusters Score -1604273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1604274.375000 Penalty: 3067.748779
	Iteration 69Q: 3 clusters Score -1604274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1604276.125000 Penalty: 3067.748779
	Iteration 70Q: 3 clusters Score -1604276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1604277.375000 Penalty: 3067.748779
	Iteration 71Q: 3 clusters Score -1604277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1604277.375000 Penalty: 3067.748779
	Iteration 72F: 3 clusters Score -1604277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -15923.520508 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -15923.52 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 128 members 
Entering Unmasked Estep 
Score: -15304.536133 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -15304.54 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15661.717773 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -15661.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15807.541992 Penalty: 1797.064453
	Iteration 2F: 3 clusters Score -15807.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15858.348633 Penalty: 1797.064453
	Iteration 3Q: 3 clusters Score -15858.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15894.410156 Penalty: 1797.064453
	Iteration 4Q: 3 clusters Score -15894.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15905.153320 Penalty: 1797.064453
	Iteration 5Q: 3 clusters Score -15905.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15927.099609 Penalty: 1797.064453
	Iteration 6Q: 3 clusters Score -15927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15950.691406 Penalty: 1797.064453
	Iteration 7Q: 3 clusters Score -15950.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15950.691406 Penalty: 1797.064453
	Iteration 8F: 3 clusters Score -15950.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 19492 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 104563 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 56290 members 
Mstep: Class 12 contains 77711 members 
Mstep: Class 13 contains 12572 members 
Mstep: Class 14 contains 125 members 
Mstep: Class 15 contains 57402 members 
Mstep: Class 16 contains 23188 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 127 members 
Mstep: Class 21 contains 28556 members 
Mstep: Class 22 contains 84560 members 
Mstep: Class 23 contains 53051 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
Score: -69527232.000000 Penalty: 49411.886719
Splitting cluster 14 changes total score from -69528584.000000 to -69527232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (57402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Entering Unmasked Estep 
Score: -7378972.000000 Penalty: 1780.648071
	Iteration 0F: 2 clusters Score -7378972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -7340642.000000 Penalty: 3561.296143
	Iteration 0F: 3 clusters Score -7340642 nChanged 27184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -7356274.000000 Penalty: 3561.296143
	Iteration 1F: 3 clusters Score -7356274 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -7357175.500000 Penalty: 3561.296143
	Iteration 2Q: 3 clusters Score -7357176 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -7358577.500000 Penalty: 3561.296143
	Iteration 3F: 3 clusters Score -7358578 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -7360886.500000 Penalty: 3561.296143
	Iteration 4F: 3 clusters Score -7360886 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -7364337.000000 Penalty: 3561.296143
	Iteration 5F: 3 clusters Score -7364337 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -7368424.000000 Penalty: 3561.296143
	Iteration 6F: 3 clusters Score -7368424 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -7372062.500000 Penalty: 3561.296143
	Iteration 7F: 3 clusters Score -7372062 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -7374705.000000 Penalty: 3561.296143
	Iteration 8F: 3 clusters Score -7374705 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7376138.000000 Penalty: 3561.296143
	Iteration 9Q: 3 clusters Score -7376138 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7376871.500000 Penalty: 3561.296143
	Iteration 10Q: 3 clusters Score -7376872 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7377262.000000 Penalty: 3561.296143
	Iteration 11Q: 3 clusters Score -7377262 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7377444.000000 Penalty: 3561.296143
	Iteration 12Q: 3 clusters Score -7377444 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7377536.500000 Penalty: 3561.296143
	Iteration 13Q: 3 clusters Score -7377536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7377567.500000 Penalty: 3561.296143
	Iteration 14Q: 3 clusters Score -7377568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7377599.000000 Penalty: 3561.296143
	Iteration 15Q: 3 clusters Score -7377599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7377614.500000 Penalty: 3561.296143
	Iteration 16Q: 3 clusters Score -7377614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7377633.000000 Penalty: 3561.296143
	Iteration 17Q: 3 clusters Score -7377633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7377632.000000 Penalty: 3561.296143
	Iteration 18Q: 3 clusters Score -7377632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7377635.500000 Penalty: 3561.296143
	Iteration 19Q: 3 clusters Score -7377636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7377630.000000 Penalty: 3561.296143
	Iteration 20F: 3 clusters Score -7377630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7377638.500000 Penalty: 3561.296143
	Iteration 21Q: 3 clusters Score -7377638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7377648.500000 Penalty: 3561.296143
	Iteration 22Q: 3 clusters Score -7377648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7377647.500000 Penalty: 3561.296143
	Iteration 23Q: 3 clusters Score -7377648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7377655.000000 Penalty: 3561.296143
	Iteration 24Q: 3 clusters Score -7377655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7377656.000000 Penalty: 3561.296143
	Iteration 25Q: 3 clusters Score -7377656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7377662.000000 Penalty: 3561.296143
	Iteration 26Q: 3 clusters Score -7377662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7377657.500000 Penalty: 3561.296143
	Iteration 27Q: 3 clusters Score -7377658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7377655.500000 Penalty: 3561.296143
	Iteration 28Q: 3 clusters Score -7377656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7377649.000000 Penalty: 3561.296143
	Iteration 29Q: 3 clusters Score -7377649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7377654.000000 Penalty: 3561.296143
	Iteration 30Q: 3 clusters Score -7377654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7377650.000000 Penalty: 3561.296143
	Iteration 31Q: 3 clusters Score -7377650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7377650.000000 Penalty: 3561.296143
	Iteration 32Q: 3 clusters Score -7377650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7377659.500000 Penalty: 3561.296143
	Iteration 33Q: 3 clusters Score -7377660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7377659.500000 Penalty: 3561.296143
	Iteration 34F: 3 clusters Score -7377660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Entering Unmasked Estep 
Score: -2999467.000000 Penalty: 1633.350830
	Iteration 0F: 2 clusters Score -2999467 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 11700 members 
Entering Unmasked Estep 
Score: -2983747.000000 Penalty: 3266.701660
	Iteration 0F: 3 clusters Score -2983747 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2989673.750000 Penalty: 3266.701660
	Iteration 1F: 3 clusters Score -2989674 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2990194.250000 Penalty: 3266.701660
	Iteration 2F: 3 clusters Score -2990194 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2990889.750000 Penalty: 3266.701660
	Iteration 3F: 3 clusters Score -2990890 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2991745.000000 Penalty: 3266.701660
	Iteration 4F: 3 clusters Score -2991745 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2992802.250000 Penalty: 3266.701660
	Iteration 5F: 3 clusters Score -2992802 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2994042.000000 Penalty: 3266.701660
	Iteration 6F: 3 clusters Score -2994042 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2995200.250000 Penalty: 3266.701660
	Iteration 7F: 3 clusters Score -2995200 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2996097.500000 Penalty: 3266.701660
	Iteration 8Q: 3 clusters Score -2996098 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2996629.500000 Penalty: 3266.701660
	Iteration 9Q: 3 clusters Score -2996630 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2996899.000000 Penalty: 3266.701660
	Iteration 10Q: 3 clusters Score -2996899 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2997077.250000 Penalty: 3266.701660
	Iteration 11Q: 3 clusters Score -2997077 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2997186.000000 Penalty: 3266.701660
	Iteration 12Q: 3 clusters Score -2997186 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2997260.250000 Penalty: 3266.701660
	Iteration 13Q: 3 clusters Score -2997260 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2997296.000000 Penalty: 3266.701660
	Iteration 14Q: 3 clusters Score -2997296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2997343.000000 Penalty: 3266.701660
	Iteration 15Q: 3 clusters Score -2997343 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2997368.250000 Penalty: 3266.701660
	Iteration 16Q: 3 clusters Score -2997368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2997413.500000 Penalty: 3266.701660
	Iteration 17Q: 3 clusters Score -2997414 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2997467.250000 Penalty: 3266.701660
	Iteration 18Q: 3 clusters Score -2997467 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2997520.000000 Penalty: 3266.701660
	Iteration 19Q: 3 clusters Score -2997520 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2997576.000000 Penalty: 3266.701660
	Iteration 20F: 3 clusters Score -2997576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2997641.250000 Penalty: 3266.701660
	Iteration 21Q: 3 clusters Score -2997641 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2997701.500000 Penalty: 3266.701660
	Iteration 22Q: 3 clusters Score -2997702 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2997768.000000 Penalty: 3266.701660
	Iteration 23Q: 3 clusters Score -2997768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2997807.750000 Penalty: 3266.701660
	Iteration 24Q: 3 clusters Score -2997808 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2997852.000000 Penalty: 3266.701660
	Iteration 25Q: 3 clusters Score -2997852 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2997908.250000 Penalty: 3266.701660
	Iteration 26Q: 3 clusters Score -2997908 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2997943.500000 Penalty: 3266.701660
	Iteration 27Q: 3 clusters Score -2997944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2997973.250000 Penalty: 3266.701660
	Iteration 28Q: 3 clusters Score -2997973 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2998004.000000 Penalty: 3266.701660
	Iteration 29Q: 3 clusters Score -2998004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2998027.500000 Penalty: 3266.701660
	Iteration 30Q: 3 clusters Score -2998028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2998039.500000 Penalty: 3266.701660
	Iteration 31Q: 3 clusters Score -2998040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2998049.500000 Penalty: 3266.701660
	Iteration 32Q: 3 clusters Score -2998050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2998066.750000 Penalty: 3266.701660
	Iteration 33Q: 3 clusters Score -2998067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2998087.500000 Penalty: 3266.701660
	Iteration 34Q: 3 clusters Score -2998088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2998109.750000 Penalty: 3266.701660
	Iteration 35Q: 3 clusters Score -2998110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2998119.250000 Penalty: 3266.701660
	Iteration 36Q: 3 clusters Score -2998119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2998137.250000 Penalty: 3266.701660
	Iteration 37Q: 3 clusters Score -2998137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2998144.250000 Penalty: 3266.701660
	Iteration 38Q: 3 clusters Score -2998144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2998168.000000 Penalty: 3266.701660
	Iteration 39Q: 3 clusters Score -2998168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2998174.750000 Penalty: 3266.701660
	Iteration 40F: 3 clusters Score -2998175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2998196.750000 Penalty: 3266.701660
	Iteration 41Q: 3 clusters Score -2998197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2998210.250000 Penalty: 3266.701660
	Iteration 42Q: 3 clusters Score -2998210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2998231.000000 Penalty: 3266.701660
	Iteration 43Q: 3 clusters Score -2998231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2998243.750000 Penalty: 3266.701660
	Iteration 44Q: 3 clusters Score -2998244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2998253.000000 Penalty: 3266.701660
	Iteration 45Q: 3 clusters Score -2998253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2998263.500000 Penalty: 3266.701660
	Iteration 46Q: 3 clusters Score -2998264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2998266.250000 Penalty: 3266.701660
	Iteration 47Q: 3 clusters Score -2998266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2998274.750000 Penalty: 3266.701660
	Iteration 48Q: 3 clusters Score -2998275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2998276.250000 Penalty: 3266.701660
	Iteration 49Q: 3 clusters Score -2998276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2998279.000000 Penalty: 3266.701660
	Iteration 50Q: 3 clusters Score -2998279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2998285.000000 Penalty: 3266.701660
	Iteration 51Q: 3 clusters Score -2998285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2998288.250000 Penalty: 3266.701660
	Iteration 52Q: 3 clusters Score -2998288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2998292.000000 Penalty: 3266.701660
	Iteration 53Q: 3 clusters Score -2998292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2998302.750000 Penalty: 3266.701660
	Iteration 54Q: 3 clusters Score -2998303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2998305.250000 Penalty: 3266.701660
	Iteration 55Q: 3 clusters Score -2998305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2998306.500000 Penalty: 3266.701660
	Iteration 56Q: 3 clusters Score -2998306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -2998315.500000 Penalty: 3266.701660
	Iteration 57Q: 3 clusters Score -2998316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2998314.500000 Penalty: 3266.701660
	Iteration 58Q: 3 clusters Score -2998314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2998313.250000 Penalty: 3266.701660
	Iteration 59Q: 3 clusters Score -2998313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2998318.000000 Penalty: 3266.701660
	Iteration 60F: 3 clusters Score -2998318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2998316.750000 Penalty: 3266.701660
	Iteration 61Q: 3 clusters Score -2998317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2998314.250000 Penalty: 3266.701660
	Iteration 62Q: 3 clusters Score -2998314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2998320.250000 Penalty: 3266.701660
	Iteration 63Q: 3 clusters Score -2998320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2998327.750000 Penalty: 3266.701660
	Iteration 64Q: 3 clusters Score -2998328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2998332.500000 Penalty: 3266.701660
	Iteration 65Q: 3 clusters Score -2998332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2998332.250000 Penalty: 3266.701660
	Iteration 66Q: 3 clusters Score -2998332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2998334.000000 Penalty: 3266.701660
	Iteration 67Q: 3 clusters Score -2998334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2998334.250000 Penalty: 3266.701660
	Iteration 68Q: 3 clusters Score -2998334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2998334.500000 Penalty: 3266.701660
	Iteration 69Q: 3 clusters Score -2998334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2998334.500000 Penalty: 3266.701660
	Iteration 70F: 3 clusters Score -2998334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -18731.500000 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -18731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18038.937500 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -18038.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18204.746094 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -18204.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18265.966797 Penalty: 1736.258667
	Iteration 2Q: 3 clusters Score -18265.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18290.537109 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -18290.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18296.130859 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -18296.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18299.828125 Penalty: 1736.258667
	Iteration 5Q: 3 clusters Score -18299.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18301.978516 Penalty: 1736.258667
	Iteration 6Q: 3 clusters Score -18301.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18301.978516 Penalty: 1736.258667
	Iteration 7F: 3 clusters Score -18301.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -29201.054688 Penalty: 909.140564
	Iteration 0F: 2 clusters Score -29201.05 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 148 members 
Entering Unmasked Estep 
Score: -28372.753906 Penalty: 1818.281128
	Iteration 0F: 3 clusters Score -28372.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28498.951172 Penalty: 1818.281128
	Iteration 1F: 3 clusters Score -28498.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28529.242188 Penalty: 1818.281128
	Iteration 2Q: 3 clusters Score -28529.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28546.394531 Penalty: 1818.281128
	Iteration 3Q: 3 clusters Score -28546.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28554.564453 Penalty: 1818.281128
	Iteration 4Q: 3 clusters Score -28554.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28561.001953 Penalty: 1818.281128
	Iteration 5Q: 3 clusters Score -28561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28580.818359 Penalty: 1818.281128
	Iteration 6Q: 3 clusters Score -28580.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28581.435547 Penalty: 1818.281128
	Iteration 7Q: 3 clusters Score -28581.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28588.537109 Penalty: 1818.281128
	Iteration 8Q: 3 clusters Score -28588.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28591.486328 Penalty: 1818.281128
	Iteration 9Q: 3 clusters Score -28591.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28591.486328 Penalty: 1818.281128
	Iteration 10F: 3 clusters Score -28591.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Entering Unmasked Estep 
Score: -3685306.750000 Penalty: 1667.188721
	Iteration 0F: 2 clusters Score -3685307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3666032.750000 Penalty: 3334.377441
	Iteration 0F: 3 clusters Score -3666033 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3673237.000000 Penalty: 3334.377441
	Iteration 1F: 3 clusters Score -3673237 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3673735.500000 Penalty: 3334.377441
	Iteration 2Q: 3 clusters Score -3673736 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3674316.250000 Penalty: 3334.377441
	Iteration 3Q: 3 clusters Score -3674316 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -3675125.000000 Penalty: 3334.377441
	Iteration 4Q: 3 clusters Score -3675125 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3676248.000000 Penalty: 3334.377441
	Iteration 5F: 3 clusters Score -3676248 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3677585.000000 Penalty: 3334.377441
	Iteration 6F: 3 clusters Score -3677585 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3678980.000000 Penalty: 3334.377441
	Iteration 7F: 3 clusters Score -3678980 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3680085.750000 Penalty: 3334.377441
	Iteration 8F: 3 clusters Score -3680086 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3680989.250000 Penalty: 3334.377441
	Iteration 9Q: 3 clusters Score -3680989 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3681712.750000 Penalty: 3334.377441
	Iteration 10Q: 3 clusters Score -3681713 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3682216.750000 Penalty: 3334.377441
	Iteration 11Q: 3 clusters Score -3682217 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3682626.750000 Penalty: 3334.377441
	Iteration 12Q: 3 clusters Score -3682627 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3682954.000000 Penalty: 3334.377441
	Iteration 13Q: 3 clusters Score -3682954 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3683187.500000 Penalty: 3334.377441
	Iteration 14Q: 3 clusters Score -3683188 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3683398.000000 Penalty: 3334.377441
	Iteration 15Q: 3 clusters Score -3683398 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3683515.250000 Penalty: 3334.377441
	Iteration 16Q: 3 clusters Score -3683515 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3683601.750000 Penalty: 3334.377441
	Iteration 17Q: 3 clusters Score -3683602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3683663.500000 Penalty: 3334.377441
	Iteration 18Q: 3 clusters Score -3683664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3683716.500000 Penalty: 3334.377441
	Iteration 19Q: 3 clusters Score -3683716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3683742.750000 Penalty: 3334.377441
	Iteration 20F: 3 clusters Score -3683743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3683766.750000 Penalty: 3334.377441
	Iteration 21Q: 3 clusters Score -3683767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3683789.250000 Penalty: 3334.377441
	Iteration 22Q: 3 clusters Score -3683789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3683804.500000 Penalty: 3334.377441
	Iteration 23Q: 3 clusters Score -3683804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3683814.750000 Penalty: 3334.377441
	Iteration 24Q: 3 clusters Score -3683815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -3683820.250000 Penalty: 3334.377441
	Iteration 25Q: 3 clusters Score -3683820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3683834.000000 Penalty: 3334.377441
	Iteration 26Q: 3 clusters Score -3683834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3683838.000000 Penalty: 3334.377441
	Iteration 27Q: 3 clusters Score -3683838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3683843.750000 Penalty: 3334.377441
	Iteration 28Q: 3 clusters Score -3683844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -3683841.500000 Penalty: 3334.377441
	Iteration 29Q: 3 clusters Score -3683842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -3683842.250000 Penalty: 3334.377441
	Iteration 30Q: 3 clusters Score -3683842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3683847.000000 Penalty: 3334.377441
	Iteration 31Q: 3 clusters Score -3683847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3683851.000000 Penalty: 3334.377441
	Iteration 32Q: 3 clusters Score -3683851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3683856.000000 Penalty: 3334.377441
	Iteration 33Q: 3 clusters Score -3683856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3683856.250000 Penalty: 3334.377441
	Iteration 34Q: 3 clusters Score -3683856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3683856.750000 Penalty: 3334.377441
	Iteration 35Q: 3 clusters Score -3683857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3683856.750000 Penalty: 3334.377441
	Iteration 36F: 3 clusters Score -3683857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Entering Unmasked Estep 
Score: -10891151.000000 Penalty: 1843.597778
	Iteration 0F: 2 clusters Score -1.089115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -10835902.000000 Penalty: 3687.195557
	Iteration 0F: 3 clusters Score -1.08359e+07 nChanged 40322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -10859407.000000 Penalty: 3687.195557
	Iteration 1F: 3 clusters Score -1.085941e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -10860704.000000 Penalty: 3687.195557
	Iteration 2Q: 3 clusters Score -1.08607e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -10862974.000000 Penalty: 3687.195557
	Iteration 3F: 3 clusters Score -1.086297e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -10867028.000000 Penalty: 3687.195557
	Iteration 4F: 3 clusters Score -1.086703e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -10873220.000000 Penalty: 3687.195557
	Iteration 5F: 3 clusters Score -1.087322e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -10880542.000000 Penalty: 3687.195557
	Iteration 6F: 3 clusters Score -1.088054e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -10886117.000000 Penalty: 3687.195557
	Iteration 7F: 3 clusters Score -1.088612e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -10888400.000000 Penalty: 3687.195557
	Iteration 8Q: 3 clusters Score -1.08884e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10889135.000000 Penalty: 3687.195557
	Iteration 9Q: 3 clusters Score -1.088914e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10889350.000000 Penalty: 3687.195557
	Iteration 10Q: 3 clusters Score -1.088935e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10889451.000000 Penalty: 3687.195557
	Iteration 11Q: 3 clusters Score -1.088945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84351 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10889497.000000 Penalty: 3687.195557
	Iteration 12Q: 3 clusters Score -1.08895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10889516.000000 Penalty: 3687.195557
	Iteration 13Q: 3 clusters Score -1.088952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84374 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10889529.000000 Penalty: 3687.195557
	Iteration 14Q: 3 clusters Score -1.088953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10889526.000000 Penalty: 3687.195557
	Iteration 15Q: 3 clusters Score -1.088953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10889528.000000 Penalty: 3687.195557
	Iteration 16Q: 3 clusters Score -1.088953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10889530.000000 Penalty: 3687.195557
	Iteration 17Q: 3 clusters Score -1.088953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10889530.000000 Penalty: 3687.195557
	Iteration 18F: 3 clusters Score -1.088953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (53051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Entering Unmasked Estep 
Score: -6836034.000000 Penalty: 1767.838989
	Iteration 0F: 2 clusters Score -6836034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -6800678.000000 Penalty: 3535.677979
	Iteration 0F: 3 clusters Score -6800678 nChanged 24849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -6814733.500000 Penalty: 3535.677979
	Iteration 1F: 3 clusters Score -6814734 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -6815473.500000 Penalty: 3535.677979
	Iteration 2Q: 3 clusters Score -6815474 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -6816619.500000 Penalty: 3535.677979
	Iteration 3Q: 3 clusters Score -6816620 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -6818408.500000 Penalty: 3535.677979
	Iteration 4F: 3 clusters Score -6818408 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -6821154.500000 Penalty: 3535.677979
	Iteration 5F: 3 clusters Score -6821154 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -6825160.000000 Penalty: 3535.677979
	Iteration 6F: 3 clusters Score -6825160 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -6829342.500000 Penalty: 3535.677979
	Iteration 7F: 3 clusters Score -6829342 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -6832270.500000 Penalty: 3535.677979
	Iteration 8F: 3 clusters Score -6832270 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -6833718.000000 Penalty: 3535.677979
	Iteration 9Q: 3 clusters Score -6833718 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -6834172.000000 Penalty: 3535.677979
	Iteration 10Q: 3 clusters Score -6834172 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -6834324.500000 Penalty: 3535.677979
	Iteration 11Q: 3 clusters Score -6834324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -6834415.000000 Penalty: 3535.677979
	Iteration 12Q: 3 clusters Score -6834415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -6834452.000000 Penalty: 3535.677979
	Iteration 13Q: 3 clusters Score -6834452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -6834462.000000 Penalty: 3535.677979
	Iteration 14Q: 3 clusters Score -6834462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -6834476.000000 Penalty: 3535.677979
	Iteration 15Q: 3 clusters Score -6834476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -6834481.000000 Penalty: 3535.677979
	Iteration 16Q: 3 clusters Score -6834481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -6834485.000000 Penalty: 3535.677979
	Iteration 17Q: 3 clusters Score -6834485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -6834493.000000 Penalty: 3535.677979
	Iteration 18Q: 3 clusters Score -6834493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -6834497.000000 Penalty: 3535.677979
	Iteration 19Q: 3 clusters Score -6834497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -6834501.500000 Penalty: 3535.677979
	Iteration 20F: 3 clusters Score -6834502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -6834502.000000 Penalty: 3535.677979
	Iteration 21Q: 3 clusters Score -6834502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -6834505.000000 Penalty: 3535.677979
	Iteration 22Q: 3 clusters Score -6834505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -6834505.000000 Penalty: 3535.677979
	Iteration 23F: 3 clusters Score -6834505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -30400.335938 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -30400.34 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 136 members 
Entering Unmasked Estep 
Score: -29574.189453 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -29574.19 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29750.000000 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -29750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29894.578125 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -29894.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30023.929688 Penalty: 1842.711304
	Iteration 3F: 3 clusters Score -30023.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30060.582031 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -30060.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30128.992188 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -30128.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30168.365234 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -30168.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30184.320312 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -30184.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30187.564453 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -30187.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30189.173828 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -30189.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30189.173828 Penalty: 1842.711304
	Iteration 10F: 3 clusters Score -30189.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 19492 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 104563 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 56290 members 
Mstep: Class 12 contains 77711 members 
Mstep: Class 13 contains 12572 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57402 members 
Mstep: Class 16 contains 23188 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 28556 members 
Mstep: Class 22 contains 84560 members 
Mstep: Class 23 contains 53051 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69528760.000000 Penalty: 47263.542969
Iteration 199Q: 23 clusters Score -6.952876e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19428 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 2876 members 
Mstep: Class 8 contains 104744 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 3060 members 
Mstep: Class 11 contains 56395 members 
Mstep: Class 12 contains 77721 members 
Mstep: Class 13 contains 12540 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57363 members 
Mstep: Class 16 contains 23083 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 28678 members 
Mstep: Class 22 contains 84015 members 
Mstep: Class 23 contains 53628 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69528904.000000 Penalty: 47263.542969
Iteration 200F: 23 clusters Score -6.95289e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 19339 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 104824 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 56464 members 
Mstep: Class 12 contains 77753 members 
Mstep: Class 13 contains 12482 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57324 members 
Mstep: Class 16 contains 22989 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 28802 members 
Mstep: Class 22 contains 83686 members 
Mstep: Class 23 contains 54171 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529144.000000 Penalty: 47263.542969
Iteration 201Q: 23 clusters Score -6.952914e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19261 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 104746 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 2610 members 
Mstep: Class 11 contains 56582 members 
Mstep: Class 12 contains 77792 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57272 members 
Mstep: Class 16 contains 22913 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 28937 members 
Mstep: Class 22 contains 83422 members 
Mstep: Class 23 contains 54687 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529568.000000 Penalty: 47263.542969
Iteration 202Q: 23 clusters Score -6.952957e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19195 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 2859 members 
Mstep: Class 8 contains 104641 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 56670 members 
Mstep: Class 12 contains 77832 members 
Mstep: Class 13 contains 12388 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57212 members 
Mstep: Class 16 contains 22825 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 83220 members 
Mstep: Class 23 contains 55207 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69529880.000000 Penalty: 47263.542969
Iteration 203Q: 23 clusters Score -6.952988e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 19154 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3407 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 104401 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 56791 members 
Mstep: Class 12 contains 77853 members 
Mstep: Class 13 contains 12340 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57138 members 
Mstep: Class 16 contains 22739 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 29147 members 
Mstep: Class 22 contains 83108 members 
Mstep: Class 23 contains 55736 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530216.000000 Penalty: 47263.542969
Iteration 204Q: 23 clusters Score -6.953022e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 19096 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3411 members 
Mstep: Class 6 contains 4018 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 8 contains 104175 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 2076 members 
Mstep: Class 11 contains 56884 members 
Mstep: Class 12 contains 77884 members 
Mstep: Class 13 contains 12306 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57070 members 
Mstep: Class 16 contains 22663 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 29223 members 
Mstep: Class 22 contains 82995 members 
Mstep: Class 23 contains 56263 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530520.000000 Penalty: 47263.542969
Iteration 205Q: 23 clusters Score -6.953052e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 19042 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3412 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 103936 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 56997 members 
Mstep: Class 12 contains 77917 members 
Mstep: Class 13 contains 12268 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 57005 members 
Mstep: Class 16 contains 22588 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29295 members 
Mstep: Class 22 contains 82922 members 
Mstep: Class 23 contains 56761 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530768.000000 Penalty: 47263.542969
Iteration 206Q: 23 clusters Score -6.953077e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 18989 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3419 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 103607 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 1779 members 
Mstep: Class 11 contains 57120 members 
Mstep: Class 12 contains 77960 members 
Mstep: Class 13 contains 12215 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56949 members 
Mstep: Class 16 contains 22548 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29380 members 
Mstep: Class 22 contains 82906 members 
Mstep: Class 23 contains 57181 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530824.000000 Penalty: 47263.542969
Iteration 207Q: 23 clusters Score -6.953082e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 18940 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 103273 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 57194 members 
Mstep: Class 12 contains 77977 members 
Mstep: Class 13 contains 12173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56878 members 
Mstep: Class 16 contains 22508 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29444 members 
Mstep: Class 22 contains 82908 members 
Mstep: Class 23 contains 57651 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69530992.000000 Penalty: 47263.542969
Iteration 208Q: 23 clusters Score -6.953099e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 18883 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3419 members 
Mstep: Class 6 contains 4029 members 
Mstep: Class 7 contains 2786 members 
Mstep: Class 8 contains 102933 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 57247 members 
Mstep: Class 12 contains 77995 members 
Mstep: Class 13 contains 12129 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56820 members 
Mstep: Class 16 contains 22481 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 82882 members 
Mstep: Class 23 contains 58155 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2132.519043 but Gain 2148.343750
Score: -69531264.000000 Penalty: 45115.199219
Iteration 209Q: 22 clusters Score -6.953126e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 18840 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3421 members 
Mstep: Class 6 contains 4034 members 
Mstep: Class 7 contains 2774 members 
Mstep: Class 8 contains 102868 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 11 contains 57368 members 
Mstep: Class 12 contains 78038 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56764 members 
Mstep: Class 16 contains 22455 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29549 members 
Mstep: Class 22 contains 83886 members 
Mstep: Class 23 contains 58793 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533104.000000 Penalty: 45115.199219
Iteration 210Q: 22 clusters Score -6.95331e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 18788 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 2761 members 
Mstep: Class 8 contains 102321 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 11 contains 57344 members 
Mstep: Class 12 contains 78041 members 
Mstep: Class 13 contains 12008 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56686 members 
Mstep: Class 16 contains 22424 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29566 members 
Mstep: Class 22 contains 84143 members 
Mstep: Class 23 contains 59328 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533280.000000 Penalty: 45115.199219
Iteration 211Q: 22 clusters Score -6.953328e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 101830 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 11 contains 57337 members 
Mstep: Class 12 contains 78043 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56602 members 
Mstep: Class 16 contains 22401 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29575 members 
Mstep: Class 22 contains 84332 members 
Mstep: Class 23 contains 59843 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533424.000000 Penalty: 45115.199219
Iteration 212Q: 22 clusters Score -6.953342e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 18719 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 101425 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 11 contains 57341 members 
Mstep: Class 12 contains 78036 members 
Mstep: Class 13 contains 11869 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56518 members 
Mstep: Class 16 contains 22399 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29559 members 
Mstep: Class 22 contains 84457 members 
Mstep: Class 23 contains 60330 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 45115.199219
Iteration 213Q: 22 clusters Score -6.953358e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18706 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 101082 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 11 contains 57358 members 
Mstep: Class 12 contains 78021 members 
Mstep: Class 13 contains 11799 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56429 members 
Mstep: Class 16 contains 22398 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29550 members 
Mstep: Class 22 contains 84543 members 
Mstep: Class 23 contains 60768 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533712.000000 Penalty: 45115.199219
Iteration 214Q: 22 clusters Score -6.953371e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18673 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3424 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 2709 members 
Mstep: Class 8 contains 100811 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 11 contains 57362 members 
Mstep: Class 12 contains 78026 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56357 members 
Mstep: Class 16 contains 22399 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29516 members 
Mstep: Class 22 contains 84620 members 
Mstep: Class 23 contains 61178 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533800.000000 Penalty: 45115.199219
Iteration 215Q: 22 clusters Score -6.95338e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 18653 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 8 contains 100578 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 11 contains 57357 members 
Mstep: Class 12 contains 78017 members 
Mstep: Class 13 contains 11684 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56301 members 
Mstep: Class 16 contains 22406 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29471 members 
Mstep: Class 22 contains 84666 members 
Mstep: Class 23 contains 61565 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533792.000000 Penalty: 45115.199219
Iteration 216Q: 22 clusters Score -6.953379e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 18635 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3423 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 8 contains 100342 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 11 contains 57347 members 
Mstep: Class 12 contains 78009 members 
Mstep: Class 13 contains 11640 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56249 members 
Mstep: Class 16 contains 22394 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29427 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 61969 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533848.000000 Penalty: 45115.199219
Iteration 217Q: 22 clusters Score -6.953385e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 18627 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 2665 members 
Mstep: Class 8 contains 100088 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 11 contains 57321 members 
Mstep: Class 12 contains 77983 members 
Mstep: Class 13 contains 11608 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56200 members 
Mstep: Class 16 contains 22390 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29370 members 
Mstep: Class 22 contains 84741 members 
Mstep: Class 23 contains 62398 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533792.000000 Penalty: 45115.199219
Iteration 218Q: 22 clusters Score -6.953379e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 18617 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3425 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 99903 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57292 members 
Mstep: Class 12 contains 77945 members 
Mstep: Class 13 contains 11580 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56136 members 
Mstep: Class 16 contains 22391 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29305 members 
Mstep: Class 22 contains 84747 members 
Mstep: Class 23 contains 62821 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533888.000000 Penalty: 45115.199219
Iteration 219Q: 22 clusters Score -6.953389e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18603 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3424 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 99721 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57276 members 
Mstep: Class 12 contains 77931 members 
Mstep: Class 13 contains 11555 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56079 members 
Mstep: Class 16 contains 22405 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29224 members 
Mstep: Class 22 contains 84738 members 
Mstep: Class 23 contains 63219 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534016.000000 Penalty: 45115.199219
Iteration 220F: 22 clusters Score -6.953402e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18598 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3426 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 99577 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57257 members 
Mstep: Class 12 contains 77899 members 
Mstep: Class 13 contains 11527 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 56021 members 
Mstep: Class 16 contains 22402 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29124 members 
Mstep: Class 22 contains 84714 members 
Mstep: Class 23 contains 63635 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534096.000000 Penalty: 45115.199219
Iteration 221Q: 22 clusters Score -6.95341e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18587 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3421 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 99445 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57238 members 
Mstep: Class 12 contains 77852 members 
Mstep: Class 13 contains 11506 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55945 members 
Mstep: Class 16 contains 22398 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 29026 members 
Mstep: Class 22 contains 84676 members 
Mstep: Class 23 contains 64097 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534048.000000 Penalty: 45115.199219
Iteration 222Q: 22 clusters Score -6.953405e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18567 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 4034 members 
Mstep: Class 7 contains 2604 members 
Mstep: Class 8 contains 99324 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57221 members 
Mstep: Class 12 contains 77814 members 
Mstep: Class 13 contains 11492 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55878 members 
Mstep: Class 16 contains 22389 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 28909 members 
Mstep: Class 22 contains 84627 members 
Mstep: Class 23 contains 64561 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534152.000000 Penalty: 45115.199219
Iteration 223Q: 22 clusters Score -6.953415e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 4033 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 99213 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57193 members 
Mstep: Class 12 contains 77771 members 
Mstep: Class 13 contains 11483 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55816 members 
Mstep: Class 16 contains 22379 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 28790 members 
Mstep: Class 22 contains 84566 members 
Mstep: Class 23 contains 65012 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69534064.000000 Penalty: 45115.199219
Iteration 224Q: 22 clusters Score -6.953406e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 18533 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 4033 members 
Mstep: Class 7 contains 2577 members 
Mstep: Class 8 contains 99104 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57176 members 
Mstep: Class 12 contains 77727 members 
Mstep: Class 13 contains 11482 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55756 members 
Mstep: Class 16 contains 22374 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 28693 members 
Mstep: Class 22 contains 84492 members 
Mstep: Class 23 contains 65448 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533992.000000 Penalty: 45115.199219
Iteration 225Q: 22 clusters Score -6.953399e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 18520 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 2558 members 
Mstep: Class 8 contains 98978 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57153 members 
Mstep: Class 12 contains 77673 members 
Mstep: Class 13 contains 11476 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55710 members 
Mstep: Class 16 contains 22364 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 28612 members 
Mstep: Class 22 contains 84417 members 
Mstep: Class 23 contains 65894 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533936.000000 Penalty: 45115.199219
Iteration 226Q: 22 clusters Score -6.953394e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18509 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3419 members 
Mstep: Class 6 contains 4029 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 98872 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57118 members 
Mstep: Class 12 contains 77601 members 
Mstep: Class 13 contains 11465 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55654 members 
Mstep: Class 16 contains 22359 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 28510 members 
Mstep: Class 22 contains 84345 members 
Mstep: Class 23 contains 66374 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533872.000000 Penalty: 45115.199219
Iteration 227Q: 22 clusters Score -6.953387e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18492 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3419 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 2507 members 
Mstep: Class 8 contains 98737 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57070 members 
Mstep: Class 12 contains 77553 members 
Mstep: Class 13 contains 11453 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55601 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 28431 members 
Mstep: Class 22 contains 84284 members 
Mstep: Class 23 contains 66842 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533968.000000 Penalty: 45115.199219
Iteration 228Q: 22 clusters Score -6.953397e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18480 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 4029 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 98646 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 57027 members 
Mstep: Class 12 contains 77484 members 
Mstep: Class 13 contains 11441 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55546 members 
Mstep: Class 16 contains 22340 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 28334 members 
Mstep: Class 22 contains 84223 members 
Mstep: Class 23 contains 67309 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533992.000000 Penalty: 45115.199219
Iteration 229Q: 22 clusters Score -6.953399e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18477 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 98562 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 56988 members 
Mstep: Class 12 contains 77450 members 
Mstep: Class 13 contains 11431 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55479 members 
Mstep: Class 16 contains 22327 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 28238 members 
Mstep: Class 22 contains 84158 members 
Mstep: Class 23 contains 67736 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533952.000000 Penalty: 45115.199219
Iteration 230Q: 22 clusters Score -6.953395e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18483 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 2449 members 
Mstep: Class 8 contains 98460 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56945 members 
Mstep: Class 12 contains 77399 members 
Mstep: Class 13 contains 11421 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55407 members 
Mstep: Class 16 contains 22316 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 28140 members 
Mstep: Class 22 contains 84100 members 
Mstep: Class 23 contains 68186 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533928.000000 Penalty: 45115.199219
Iteration 231Q: 22 clusters Score -6.953393e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18482 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 2434 members 
Mstep: Class 8 contains 98368 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56916 members 
Mstep: Class 12 contains 77326 members 
Mstep: Class 13 contains 11410 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55363 members 
Mstep: Class 16 contains 22322 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 28020 members 
Mstep: Class 22 contains 84037 members 
Mstep: Class 23 contains 68638 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533760.000000 Penalty: 45115.199219
Iteration 232Q: 22 clusters Score -6.953376e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 18482 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 4030 members 
Mstep: Class 7 contains 2423 members 
Mstep: Class 8 contains 98238 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56879 members 
Mstep: Class 12 contains 77261 members 
Mstep: Class 13 contains 11401 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55313 members 
Mstep: Class 16 contains 22324 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27913 members 
Mstep: Class 22 contains 83969 members 
Mstep: Class 23 contains 69115 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533520.000000 Penalty: 45115.199219
Iteration 233Q: 22 clusters Score -6.953352e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 18493 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3423 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 98164 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56850 members 
Mstep: Class 12 contains 77174 members 
Mstep: Class 13 contains 11399 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55260 members 
Mstep: Class 16 contains 22310 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27809 members 
Mstep: Class 22 contains 83896 members 
Mstep: Class 23 contains 69568 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 45115.199219
Iteration 234Q: 22 clusters Score -6.953336e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 18501 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 2408 members 
Mstep: Class 8 contains 98114 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56825 members 
Mstep: Class 12 contains 77078 members 
Mstep: Class 13 contains 11393 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55214 members 
Mstep: Class 16 contains 22298 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27678 members 
Mstep: Class 22 contains 83815 members 
Mstep: Class 23 contains 70027 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533432.000000 Penalty: 45115.199219
Iteration 235Q: 22 clusters Score -6.953343e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 18511 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3423 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 98020 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56816 members 
Mstep: Class 12 contains 76990 members 
Mstep: Class 13 contains 11388 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55161 members 
Mstep: Class 16 contains 22288 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27550 members 
Mstep: Class 22 contains 83728 members 
Mstep: Class 23 contains 70513 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533480.000000 Penalty: 45115.199219
Iteration 236Q: 22 clusters Score -6.953348e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 18522 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 2390 members 
Mstep: Class 8 contains 97920 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56794 members 
Mstep: Class 12 contains 76898 members 
Mstep: Class 13 contains 11381 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55098 members 
Mstep: Class 16 contains 22278 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27445 members 
Mstep: Class 22 contains 83651 members 
Mstep: Class 23 contains 71006 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533376.000000 Penalty: 45115.199219
Iteration 237Q: 22 clusters Score -6.953338e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 18539 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3421 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 97850 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56769 members 
Mstep: Class 12 contains 76827 members 
Mstep: Class 13 contains 11370 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 55045 members 
Mstep: Class 16 contains 22263 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27309 members 
Mstep: Class 22 contains 83554 members 
Mstep: Class 23 contains 71489 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533440.000000 Penalty: 45115.199219
Iteration 238Q: 22 clusters Score -6.953344e+07 nChanged 872
Entering ConstructFrom: 
Score: -69533440.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (18197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Entering Unmasked Estep 
Score: -2292209.750000 Penalty: 1593.964478
	Iteration 0F: 2 clusters Score -2292210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2279744.500000 Penalty: 3187.928955
	Iteration 0F: 3 clusters Score -2279744 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2284091.500000 Penalty: 3187.928955
	Iteration 1F: 3 clusters Score -2284092 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2284402.000000 Penalty: 3187.928955
	Iteration 2F: 3 clusters Score -2284402 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2284636.000000 Penalty: 3187.928955
	Iteration 3Q: 3 clusters Score -2284636 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2284823.000000 Penalty: 3187.928955
	Iteration 4Q: 3 clusters Score -2284823 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2284981.000000 Penalty: 3187.928955
	Iteration 5Q: 3 clusters Score -2284981 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2285145.250000 Penalty: 3187.928955
	Iteration 6Q: 3 clusters Score -2285145 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2285336.250000 Penalty: 3187.928955
	Iteration 7Q: 3 clusters Score -2285336 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2285569.500000 Penalty: 3187.928955
	Iteration 8Q: 3 clusters Score -2285570 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2285871.000000 Penalty: 3187.928955
	Iteration 9Q: 3 clusters Score -2285871 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2286311.250000 Penalty: 3187.928955
	Iteration 10Q: 3 clusters Score -2286311 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2286915.250000 Penalty: 3187.928955
	Iteration 11F: 3 clusters Score -2286915 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2287605.500000 Penalty: 3187.928955
	Iteration 12F: 3 clusters Score -2287606 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2288384.000000 Penalty: 3187.928955
	Iteration 13F: 3 clusters Score -2288384 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2289115.000000 Penalty: 3187.928955
	Iteration 14Q: 3 clusters Score -2289115 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2289721.000000 Penalty: 3187.928955
	Iteration 15Q: 3 clusters Score -2289721 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2290184.500000 Penalty: 3187.928955
	Iteration 16Q: 3 clusters Score -2290184 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2290497.250000 Penalty: 3187.928955
	Iteration 17Q: 3 clusters Score -2290497 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2290642.750000 Penalty: 3187.928955
	Iteration 18Q: 3 clusters Score -2290643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2290734.250000 Penalty: 3187.928955
	Iteration 19Q: 3 clusters Score -2290734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2290773.500000 Penalty: 3187.928955
	Iteration 20F: 3 clusters Score -2290774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2290824.250000 Penalty: 3187.928955
	Iteration 21Q: 3 clusters Score -2290824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2290854.500000 Penalty: 3187.928955
	Iteration 22Q: 3 clusters Score -2290854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2290874.500000 Penalty: 3187.928955
	Iteration 23Q: 3 clusters Score -2290874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2290884.250000 Penalty: 3187.928955
	Iteration 24Q: 3 clusters Score -2290884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2290893.750000 Penalty: 3187.928955
	Iteration 25Q: 3 clusters Score -2290894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2290904.250000 Penalty: 3187.928955
	Iteration 26Q: 3 clusters Score -2290904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2290907.750000 Penalty: 3187.928955
	Iteration 27Q: 3 clusters Score -2290908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2290912.500000 Penalty: 3187.928955
	Iteration 28Q: 3 clusters Score -2290912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2290912.250000 Penalty: 3187.928955
	Iteration 29Q: 3 clusters Score -2290912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2290911.500000 Penalty: 3187.928955
	Iteration 30Q: 3 clusters Score -2290912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2290911.500000 Penalty: 3187.928955
	Iteration 31F: 3 clusters Score -2290912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -105986.125000 Penalty: 1107.006104
	Iteration 0F: 2 clusters Score -105986.1 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 467 members 
Entering Unmasked Estep 
Score: -104620.515625 Penalty: 2214.012207
	Iteration 0F: 3 clusters Score -104620.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104842.265625 Penalty: 2214.012207
	Iteration 1F: 3 clusters Score -104842.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -104912.710938 Penalty: 2214.012207
	Iteration 2F: 3 clusters Score -104912.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104966.164062 Penalty: 2214.012207
	Iteration 3Q: 3 clusters Score -104966.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104987.312500 Penalty: 2214.012207
	Iteration 4Q: 3 clusters Score -104987.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105009.539062 Penalty: 2214.012207
	Iteration 5Q: 3 clusters Score -105009.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105026.664062 Penalty: 2214.012207
	Iteration 6Q: 3 clusters Score -105026.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105049.734375 Penalty: 2214.012207
	Iteration 7Q: 3 clusters Score -105049.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105078.039062 Penalty: 2214.012207
	Iteration 8Q: 3 clusters Score -105078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105099.609375 Penalty: 2214.012207
	Iteration 9Q: 3 clusters Score -105099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105124.164062 Penalty: 2214.012207
	Iteration 10Q: 3 clusters Score -105124.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105148.078125 Penalty: 2214.012207
	Iteration 11Q: 3 clusters Score -105148.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105166.218750 Penalty: 2214.012207
	Iteration 12Q: 3 clusters Score -105166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105174.992188 Penalty: 2214.012207
	Iteration 13Q: 3 clusters Score -105175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105180.484375 Penalty: 2214.012207
	Iteration 14Q: 3 clusters Score -105180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105183.437500 Penalty: 2214.012207
	Iteration 15Q: 3 clusters Score -105183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -105189.343750 Penalty: 2214.012207
	Iteration 16Q: 3 clusters Score -105189.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105195.632812 Penalty: 2214.012207
	Iteration 17Q: 3 clusters Score -105195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -105209.085938 Penalty: 2214.012207
	Iteration 18Q: 3 clusters Score -105209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105209.804688 Penalty: 2214.012207
	Iteration 19Q: 3 clusters Score -105209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -105212.375000 Penalty: 2214.012207
	Iteration 20F: 3 clusters Score -105212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105214.523438 Penalty: 2214.012207
	Iteration 21Q: 3 clusters Score -105214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105214.523438 Penalty: 2214.012207
	Iteration 22F: 3 clusters Score -105214.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Entering Unmasked Estep 
Score: -2403659.750000 Penalty: 1597.174194
	Iteration 0F: 2 clusters Score -2403660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2391009.750000 Penalty: 3194.348389
	Iteration 0F: 3 clusters Score -2391010 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2395548.250000 Penalty: 3194.348389
	Iteration 1F: 3 clusters Score -2395548 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2395892.000000 Penalty: 3194.348389
	Iteration 2F: 3 clusters Score -2395892 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2396234.500000 Penalty: 3194.348389
	Iteration 3Q: 3 clusters Score -2396234 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2396630.500000 Penalty: 3194.348389
	Iteration 4Q: 3 clusters Score -2396630 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2397131.000000 Penalty: 3194.348389
	Iteration 5Q: 3 clusters Score -2397131 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2397843.500000 Penalty: 3194.348389
	Iteration 6F: 3 clusters Score -2397844 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2398803.750000 Penalty: 3194.348389
	Iteration 7F: 3 clusters Score -2398804 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2399760.000000 Penalty: 3194.348389
	Iteration 8F: 3 clusters Score -2399760 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2400540.000000 Penalty: 3194.348389
	Iteration 9Q: 3 clusters Score -2400540 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2401150.250000 Penalty: 3194.348389
	Iteration 10Q: 3 clusters Score -2401150 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2401570.250000 Penalty: 3194.348389
	Iteration 11Q: 3 clusters Score -2401570 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2401829.250000 Penalty: 3194.348389
	Iteration 12Q: 3 clusters Score -2401829 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2401978.250000 Penalty: 3194.348389
	Iteration 13Q: 3 clusters Score -2401978 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2402074.750000 Penalty: 3194.348389
	Iteration 14Q: 3 clusters Score -2402075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2402139.750000 Penalty: 3194.348389
	Iteration 15Q: 3 clusters Score -2402140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2402194.250000 Penalty: 3194.348389
	Iteration 16Q: 3 clusters Score -2402194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2402229.000000 Penalty: 3194.348389
	Iteration 17Q: 3 clusters Score -2402229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2402261.250000 Penalty: 3194.348389
	Iteration 18Q: 3 clusters Score -2402261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2402276.750000 Penalty: 3194.348389
	Iteration 19Q: 3 clusters Score -2402277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2402286.750000 Penalty: 3194.348389
	Iteration 20F: 3 clusters Score -2402287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2402293.750000 Penalty: 3194.348389
	Iteration 21Q: 3 clusters Score -2402294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2402301.750000 Penalty: 3194.348389
	Iteration 22Q: 3 clusters Score -2402302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2402304.250000 Penalty: 3194.348389
	Iteration 23Q: 3 clusters Score -2402304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2402305.500000 Penalty: 3194.348389
	Iteration 24Q: 3 clusters Score -2402306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2402308.500000 Penalty: 3194.348389
	Iteration 25Q: 3 clusters Score -2402308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2402314.500000 Penalty: 3194.348389
	Iteration 26Q: 3 clusters Score -2402314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2402313.500000 Penalty: 3194.348389
	Iteration 27Q: 3 clusters Score -2402314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2402313.500000 Penalty: 3194.348389
	Iteration 28F: 3 clusters Score -2402314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -7587.351074 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -7587.351 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 102 members 
Entering Unmasked Estep 
Score: -6973.441406 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -6973.441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7169.538086 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -7169.538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7267.733398 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -7267.733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7378.729492 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -7378.729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7421.796387 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -7421.796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7458.166504 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -7458.167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7469.776855 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -7469.777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7477.933594 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -7477.934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7477.933594 Penalty: 1720.324097
	Iteration 8F: 3 clusters Score -7477.934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Entering Unmasked Estep 
Score: -414842.718750 Penalty: 1322.231812
	Iteration 0F: 2 clusters Score -414842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -411848.625000 Penalty: 2644.463623
	Iteration 0F: 3 clusters Score -411848.6 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -412661.000000 Penalty: 2644.463623
	Iteration 1F: 3 clusters Score -412661 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -412815.531250 Penalty: 2644.463623
	Iteration 2F: 3 clusters Score -412815.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -412896.375000 Penalty: 2644.463623
	Iteration 3Q: 3 clusters Score -412896.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -412938.468750 Penalty: 2644.463623
	Iteration 4Q: 3 clusters Score -412938.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -412968.125000 Penalty: 2644.463623
	Iteration 5Q: 3 clusters Score -412968.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -412995.437500 Penalty: 2644.463623
	Iteration 6Q: 3 clusters Score -412995.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -413033.125000 Penalty: 2644.463623
	Iteration 7Q: 3 clusters Score -413033.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -413068.375000 Penalty: 2644.463623
	Iteration 8Q: 3 clusters Score -413068.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -413090.375000 Penalty: 2644.463623
	Iteration 9Q: 3 clusters Score -413090.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -413108.437500 Penalty: 2644.463623
	Iteration 10Q: 3 clusters Score -413108.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -413128.218750 Penalty: 2644.463623
	Iteration 11Q: 3 clusters Score -413128.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -413145.218750 Penalty: 2644.463623
	Iteration 12Q: 3 clusters Score -413145.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -413161.968750 Penalty: 2644.463623
	Iteration 13Q: 3 clusters Score -413162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -413172.500000 Penalty: 2644.463623
	Iteration 14Q: 3 clusters Score -413172.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -413180.593750 Penalty: 2644.463623
	Iteration 15Q: 3 clusters Score -413180.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -413185.375000 Penalty: 2644.463623
	Iteration 16Q: 3 clusters Score -413185.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -413190.843750 Penalty: 2644.463623
	Iteration 17Q: 3 clusters Score -413190.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -413197.125000 Penalty: 2644.463623
	Iteration 18Q: 3 clusters Score -413197.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -413203.468750 Penalty: 2644.463623
	Iteration 19Q: 3 clusters Score -413203.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -413211.781250 Penalty: 2644.463623
	Iteration 20F: 3 clusters Score -413211.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -413220.687500 Penalty: 2644.463623
	Iteration 21Q: 3 clusters Score -413220.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -413226.750000 Penalty: 2644.463623
	Iteration 22Q: 3 clusters Score -413226.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -413236.718750 Penalty: 2644.463623
	Iteration 23Q: 3 clusters Score -413236.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -413242.593750 Penalty: 2644.463623
	Iteration 24Q: 3 clusters Score -413242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -413244.937500 Penalty: 2644.463623
	Iteration 25Q: 3 clusters Score -413244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -413245.937500 Penalty: 2644.463623
	Iteration 26Q: 3 clusters Score -413245.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -413250.187500 Penalty: 2644.463623
	Iteration 27Q: 3 clusters Score -413250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -413256.906250 Penalty: 2644.463623
	Iteration 28Q: 3 clusters Score -413256.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -413264.062500 Penalty: 2644.463623
	Iteration 29Q: 3 clusters Score -413264.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -413268.156250 Penalty: 2644.463623
	Iteration 30Q: 3 clusters Score -413268.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -413274.062500 Penalty: 2644.463623
	Iteration 31Q: 3 clusters Score -413274.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -413280.812500 Penalty: 2644.463623
	Iteration 32Q: 3 clusters Score -413280.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -413285.625000 Penalty: 2644.463623
	Iteration 33Q: 3 clusters Score -413285.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -413292.843750 Penalty: 2644.463623
	Iteration 34Q: 3 clusters Score -413292.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -413298.687500 Penalty: 2644.463623
	Iteration 35Q: 3 clusters Score -413298.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -413303.625000 Penalty: 2644.463623
	Iteration 36Q: 3 clusters Score -413303.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -413313.375000 Penalty: 2644.463623
	Iteration 37Q: 3 clusters Score -413313.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -413324.625000 Penalty: 2644.463623
	Iteration 38Q: 3 clusters Score -413324.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -413336.031250 Penalty: 2644.463623
	Iteration 39Q: 3 clusters Score -413336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -413347.843750 Penalty: 2644.463623
	Iteration 40F: 3 clusters Score -413347.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -413361.187500 Penalty: 2644.463623
	Iteration 41Q: 3 clusters Score -413361.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -413374.218750 Penalty: 2644.463623
	Iteration 42Q: 3 clusters Score -413374.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -413387.968750 Penalty: 2644.463623
	Iteration 43Q: 3 clusters Score -413388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -413400.593750 Penalty: 2644.463623
	Iteration 44Q: 3 clusters Score -413400.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -413410.500000 Penalty: 2644.463623
	Iteration 45Q: 3 clusters Score -413410.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -413417.812500 Penalty: 2644.463623
	Iteration 46Q: 3 clusters Score -413417.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -413427.906250 Penalty: 2644.463623
	Iteration 47Q: 3 clusters Score -413427.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -413434.406250 Penalty: 2644.463623
	Iteration 48Q: 3 clusters Score -413434.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -413438.906250 Penalty: 2644.463623
	Iteration 49Q: 3 clusters Score -413438.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -413442.562500 Penalty: 2644.463623
	Iteration 50Q: 3 clusters Score -413442.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -413449.937500 Penalty: 2644.463623
	Iteration 51Q: 3 clusters Score -413449.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -413465.843750 Penalty: 2644.463623
	Iteration 52Q: 3 clusters Score -413465.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -413489.062500 Penalty: 2644.463623
	Iteration 53Q: 3 clusters Score -413489.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -413514.781250 Penalty: 2644.463623
	Iteration 54Q: 3 clusters Score -413514.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -413536.281250 Penalty: 2644.463623
	Iteration 55Q: 3 clusters Score -413536.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -413558.218750 Penalty: 2644.463623
	Iteration 56Q: 3 clusters Score -413558.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -413577.531250 Penalty: 2644.463623
	Iteration 57Q: 3 clusters Score -413577.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -413590.062500 Penalty: 2644.463623
	Iteration 58Q: 3 clusters Score -413590.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -413602.375000 Penalty: 2644.463623
	Iteration 59Q: 3 clusters Score -413602.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -413611.062500 Penalty: 2644.463623
	Iteration 60F: 3 clusters Score -413611.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -413625.187500 Penalty: 2644.463623
	Iteration 61Q: 3 clusters Score -413625.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -413633.625000 Penalty: 2644.463623
	Iteration 62Q: 3 clusters Score -413633.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -413641.781250 Penalty: 2644.463623
	Iteration 63Q: 3 clusters Score -413641.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -413649.906250 Penalty: 2644.463623
	Iteration 64Q: 3 clusters Score -413649.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -413658.562500 Penalty: 2644.463623
	Iteration 65Q: 3 clusters Score -413658.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -413666.781250 Penalty: 2644.463623
	Iteration 66Q: 3 clusters Score -413666.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -413676.843750 Penalty: 2644.463623
	Iteration 67Q: 3 clusters Score -413676.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -413689.781250 Penalty: 2644.463623
	Iteration 68Q: 3 clusters Score -413689.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -413698.375000 Penalty: 2644.463623
	Iteration 69Q: 3 clusters Score -413698.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -413704.843750 Penalty: 2644.463623
	Iteration 70Q: 3 clusters Score -413704.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -413708.625000 Penalty: 2644.463623
	Iteration 71Q: 3 clusters Score -413708.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -413712.343750 Penalty: 2644.463623
	Iteration 72Q: 3 clusters Score -413712.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -413716.906250 Penalty: 2644.463623
	Iteration 73Q: 3 clusters Score -413716.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -413720.468750 Penalty: 2644.463623
	Iteration 74Q: 3 clusters Score -413720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -413722.031250 Penalty: 2644.463623
	Iteration 75Q: 3 clusters Score -413722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -413724.656250 Penalty: 2644.463623
	Iteration 76Q: 3 clusters Score -413724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -413725.656250 Penalty: 2644.463623
	Iteration 77Q: 3 clusters Score -413725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -413727.562500 Penalty: 2644.463623
	Iteration 78Q: 3 clusters Score -413727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -413728.750000 Penalty: 2644.463623
	Iteration 79Q: 3 clusters Score -413728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -413728.312500 Penalty: 2644.463623
	Iteration 80F: 3 clusters Score -413728.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -413729.500000 Penalty: 2644.463623
	Iteration 81Q: 3 clusters Score -413729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -413729.968750 Penalty: 2644.463623
	Iteration 82Q: 3 clusters Score -413730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -413729.968750 Penalty: 2644.463623
	Iteration 83F: 3 clusters Score -413730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -499802.937500 Penalty: 1349.037720
	Iteration 0F: 2 clusters Score -499802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -496409.031250 Penalty: 2698.075439
	Iteration 0F: 3 clusters Score -496409 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -497275.625000 Penalty: 2698.075439
	Iteration 1F: 3 clusters Score -497275.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -497433.062500 Penalty: 2698.075439
	Iteration 2F: 3 clusters Score -497433.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -497536.125000 Penalty: 2698.075439
	Iteration 3F: 3 clusters Score -497536.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -497603.250000 Penalty: 2698.075439
	Iteration 4Q: 3 clusters Score -497603.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -497661.718750 Penalty: 2698.075439
	Iteration 5Q: 3 clusters Score -497661.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -497725.281250 Penalty: 2698.075439
	Iteration 6Q: 3 clusters Score -497725.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -497782.250000 Penalty: 2698.075439
	Iteration 7Q: 3 clusters Score -497782.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -497850.750000 Penalty: 2698.075439
	Iteration 8Q: 3 clusters Score -497850.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -497909.031250 Penalty: 2698.075439
	Iteration 9Q: 3 clusters Score -497909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -497964.312500 Penalty: 2698.075439
	Iteration 10Q: 3 clusters Score -497964.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -498010.500000 Penalty: 2698.075439
	Iteration 11Q: 3 clusters Score -498010.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -498051.812500 Penalty: 2698.075439
	Iteration 12Q: 3 clusters Score -498051.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -498078.906250 Penalty: 2698.075439
	Iteration 13Q: 3 clusters Score -498078.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -498101.906250 Penalty: 2698.075439
	Iteration 14Q: 3 clusters Score -498101.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -498123.843750 Penalty: 2698.075439
	Iteration 15Q: 3 clusters Score -498123.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -498155.218750 Penalty: 2698.075439
	Iteration 16Q: 3 clusters Score -498155.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -498185.125000 Penalty: 2698.075439
	Iteration 17Q: 3 clusters Score -498185.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -498210.843750 Penalty: 2698.075439
	Iteration 18Q: 3 clusters Score -498210.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -498236.031250 Penalty: 2698.075439
	Iteration 19Q: 3 clusters Score -498236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -498254.562500 Penalty: 2698.075439
	Iteration 20F: 3 clusters Score -498254.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -498265.375000 Penalty: 2698.075439
	Iteration 21Q: 3 clusters Score -498265.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -498270.875000 Penalty: 2698.075439
	Iteration 22Q: 3 clusters Score -498270.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -498277.218750 Penalty: 2698.075439
	Iteration 23Q: 3 clusters Score -498277.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -498280.031250 Penalty: 2698.075439
	Iteration 24Q: 3 clusters Score -498280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -498282.812500 Penalty: 2698.075439
	Iteration 25Q: 3 clusters Score -498282.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -498286.125000 Penalty: 2698.075439
	Iteration 26Q: 3 clusters Score -498286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -498287.343750 Penalty: 2698.075439
	Iteration 27Q: 3 clusters Score -498287.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -498289.562500 Penalty: 2698.075439
	Iteration 28Q: 3 clusters Score -498289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -498291.375000 Penalty: 2698.075439
	Iteration 29Q: 3 clusters Score -498291.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -498294.187500 Penalty: 2698.075439
	Iteration 30Q: 3 clusters Score -498294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -498295.562500 Penalty: 2698.075439
	Iteration 31Q: 3 clusters Score -498295.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -498298.562500 Penalty: 2698.075439
	Iteration 32Q: 3 clusters Score -498298.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -498300.500000 Penalty: 2698.075439
	Iteration 33Q: 3 clusters Score -498300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -498301.781250 Penalty: 2698.075439
	Iteration 34Q: 3 clusters Score -498301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -498302.906250 Penalty: 2698.075439
	Iteration 35Q: 3 clusters Score -498302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -498305.437500 Penalty: 2698.075439
	Iteration 36Q: 3 clusters Score -498305.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -498306.343750 Penalty: 2698.075439
	Iteration 37Q: 3 clusters Score -498306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -498307.343750 Penalty: 2698.075439
	Iteration 38Q: 3 clusters Score -498307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -498308.125000 Penalty: 2698.075439
	Iteration 39Q: 3 clusters Score -498308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -498309.468750 Penalty: 2698.075439
	Iteration 40F: 3 clusters Score -498309.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -498310.656250 Penalty: 2698.075439
	Iteration 41Q: 3 clusters Score -498310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -498311.562500 Penalty: 2698.075439
	Iteration 42Q: 3 clusters Score -498311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -498311.625000 Penalty: 2698.075439
	Iteration 43Q: 3 clusters Score -498311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -498313.187500 Penalty: 2698.075439
	Iteration 44Q: 3 clusters Score -498313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -498315.437500 Penalty: 2698.075439
	Iteration 45Q: 3 clusters Score -498315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -498317.375000 Penalty: 2698.075439
	Iteration 46Q: 3 clusters Score -498317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -498317.218750 Penalty: 2698.075439
	Iteration 47Q: 3 clusters Score -498317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -498318.500000 Penalty: 2698.075439
	Iteration 48Q: 3 clusters Score -498318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -498318.781250 Penalty: 2698.075439
	Iteration 49Q: 3 clusters Score -498318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -498319.500000 Penalty: 2698.075439
	Iteration 50Q: 3 clusters Score -498319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -498321.468750 Penalty: 2698.075439
	Iteration 51Q: 3 clusters Score -498321.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -498321.531250 Penalty: 2698.075439
	Iteration 52Q: 3 clusters Score -498321.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -498324.062500 Penalty: 2698.075439
	Iteration 53Q: 3 clusters Score -498324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -498324.812500 Penalty: 2698.075439
	Iteration 54Q: 3 clusters Score -498324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -498327.000000 Penalty: 2698.075439
	Iteration 55Q: 3 clusters Score -498327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -498328.500000 Penalty: 2698.075439
	Iteration 56Q: 3 clusters Score -498328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -498329.218750 Penalty: 2698.075439
	Iteration 57Q: 3 clusters Score -498329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -498330.281250 Penalty: 2698.075439
	Iteration 58Q: 3 clusters Score -498330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -498331.375000 Penalty: 2698.075439
	Iteration 59Q: 3 clusters Score -498331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -498331.781250 Penalty: 2698.075439
	Iteration 60F: 3 clusters Score -498331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -498333.000000 Penalty: 2698.075439
	Iteration 61Q: 3 clusters Score -498333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -498335.281250 Penalty: 2698.075439
	Iteration 62Q: 3 clusters Score -498335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -498335.000000 Penalty: 2698.075439
	Iteration 63Q: 3 clusters Score -498335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -498335.937500 Penalty: 2698.075439
	Iteration 64Q: 3 clusters Score -498335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -498336.500000 Penalty: 2698.075439
	Iteration 65Q: 3 clusters Score -498336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -498337.406250 Penalty: 2698.075439
	Iteration 66Q: 3 clusters Score -498337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -498337.250000 Penalty: 2698.075439
	Iteration 67Q: 3 clusters Score -498337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -498338.500000 Penalty: 2698.075439
	Iteration 68Q: 3 clusters Score -498338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -498338.500000 Penalty: 2698.075439
	Iteration 69F: 3 clusters Score -498338.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -293349.312500 Penalty: 1263.345825
	Iteration 0F: 2 clusters Score -293349.3 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 1170 members 
Entering Unmasked Estep 
Score: -291051.500000 Penalty: 2526.691650
	Iteration 0F: 3 clusters Score -291051.5 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -291609.843750 Penalty: 2526.691650
	Iteration 1F: 3 clusters Score -291609.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -291771.656250 Penalty: 2526.691650
	Iteration 2F: 3 clusters Score -291771.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -291914.062500 Penalty: 2526.691650
	Iteration 3F: 3 clusters Score -291914.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -292054.343750 Penalty: 2526.691650
	Iteration 4F: 3 clusters Score -292054.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -292163.375000 Penalty: 2526.691650
	Iteration 5F: 3 clusters Score -292163.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -292275.531250 Penalty: 2526.691650
	Iteration 6Q: 3 clusters Score -292275.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -292364.437500 Penalty: 2526.691650
	Iteration 7Q: 3 clusters Score -292364.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -292437.781250 Penalty: 2526.691650
	Iteration 8Q: 3 clusters Score -292437.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -292489.156250 Penalty: 2526.691650
	Iteration 9Q: 3 clusters Score -292489.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -292534.031250 Penalty: 2526.691650
	Iteration 10Q: 3 clusters Score -292534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -292562.062500 Penalty: 2526.691650
	Iteration 11Q: 3 clusters Score -292562.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -292581.656250 Penalty: 2526.691650
	Iteration 12Q: 3 clusters Score -292581.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -292597.437500 Penalty: 2526.691650
	Iteration 13Q: 3 clusters Score -292597.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -292613.250000 Penalty: 2526.691650
	Iteration 14Q: 3 clusters Score -292613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -292619.125000 Penalty: 2526.691650
	Iteration 15Q: 3 clusters Score -292619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -292624.593750 Penalty: 2526.691650
	Iteration 16Q: 3 clusters Score -292624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -292629.937500 Penalty: 2526.691650
	Iteration 17Q: 3 clusters Score -292629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -292634.562500 Penalty: 2526.691650
	Iteration 18Q: 3 clusters Score -292634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -292638.250000 Penalty: 2526.691650
	Iteration 19Q: 3 clusters Score -292638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -292640.062500 Penalty: 2526.691650
	Iteration 20F: 3 clusters Score -292640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -292640.687500 Penalty: 2526.691650
	Iteration 21Q: 3 clusters Score -292640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -292642.406250 Penalty: 2526.691650
	Iteration 22Q: 3 clusters Score -292642.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -292642.406250 Penalty: 2526.691650
	Iteration 23F: 3 clusters Score -292642.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (97774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97774 members 
Entering Unmasked Estep 
Score: -12556913.000000 Penalty: 1867.192261
	Iteration 0F: 2 clusters Score -1.255691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -12495003.000000 Penalty: 3734.384521
	Iteration 0F: 3 clusters Score -1.2495e+07 nChanged 46431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -12522512.000000 Penalty: 3734.384521
	Iteration 1F: 3 clusters Score -1.252251e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -12524098.000000 Penalty: 3734.384521
	Iteration 2Q: 3 clusters Score -1.25241e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -12526367.000000 Penalty: 3734.384521
	Iteration 3Q: 3 clusters Score -1.252637e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -12529634.000000 Penalty: 3734.384521
	Iteration 4F: 3 clusters Score -1.252963e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -12534729.000000 Penalty: 3734.384521
	Iteration 5F: 3 clusters Score -1.253473e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -12541151.000000 Penalty: 3734.384521
	Iteration 6F: 3 clusters Score -1.254115e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -12546576.000000 Penalty: 3734.384521
	Iteration 7F: 3 clusters Score -1.254658e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -12548769.000000 Penalty: 3734.384521
	Iteration 8Q: 3 clusters Score -1.254877e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -12549663.000000 Penalty: 3734.384521
	Iteration 9Q: 3 clusters Score -1.254966e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -12550005.000000 Penalty: 3734.384521
	Iteration 10Q: 3 clusters Score -1.255e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -12550272.000000 Penalty: 3734.384521
	Iteration 11Q: 3 clusters Score -1.255027e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -12550478.000000 Penalty: 3734.384521
	Iteration 12Q: 3 clusters Score -1.255048e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -12550645.000000 Penalty: 3734.384521
	Iteration 13Q: 3 clusters Score -1.255064e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -12550799.000000 Penalty: 3734.384521
	Iteration 14Q: 3 clusters Score -1.25508e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -12550935.000000 Penalty: 3734.384521
	Iteration 15Q: 3 clusters Score -1.255094e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -12551009.000000 Penalty: 3734.384521
	Iteration 16Q: 3 clusters Score -1.255101e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78667 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -12551011.000000 Penalty: 3734.384521
	Iteration 17Q: 3 clusters Score -1.255101e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -12551076.000000 Penalty: 3734.384521
	Iteration 18Q: 3 clusters Score -1.255108e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -12551139.000000 Penalty: 3734.384521
	Iteration 19Q: 3 clusters Score -1.255114e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -12551179.000000 Penalty: 3734.384521
	Iteration 20F: 3 clusters Score -1.255118e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -12551237.000000 Penalty: 3734.384521
	Iteration 21Q: 3 clusters Score -1.255124e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -12551289.000000 Penalty: 3734.384521
	Iteration 22Q: 3 clusters Score -1.255129e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -12551312.000000 Penalty: 3734.384521
	Iteration 23Q: 3 clusters Score -1.255131e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -12551382.000000 Penalty: 3734.384521
	Iteration 24Q: 3 clusters Score -1.255138e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -12551463.000000 Penalty: 3734.384521
	Iteration 25Q: 3 clusters Score -1.255146e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -12551502.000000 Penalty: 3734.384521
	Iteration 26Q: 3 clusters Score -1.25515e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -12551574.000000 Penalty: 3734.384521
	Iteration 27Q: 3 clusters Score -1.255157e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -12551636.000000 Penalty: 3734.384521
	Iteration 28Q: 3 clusters Score -1.255164e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -12551688.000000 Penalty: 3734.384521
	Iteration 29Q: 3 clusters Score -1.255169e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -12551748.000000 Penalty: 3734.384521
	Iteration 30Q: 3 clusters Score -1.255175e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -12551851.000000 Penalty: 3734.384521
	Iteration 31Q: 3 clusters Score -1.255185e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -12551919.000000 Penalty: 3734.384521
	Iteration 32Q: 3 clusters Score -1.255192e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -12552003.000000 Penalty: 3734.384521
	Iteration 33Q: 3 clusters Score -1.2552e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -12552123.000000 Penalty: 3734.384521
	Iteration 34Q: 3 clusters Score -1.255212e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -12552182.000000 Penalty: 3734.384521
	Iteration 35Q: 3 clusters Score -1.255218e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -12552303.000000 Penalty: 3734.384521
	Iteration 36Q: 3 clusters Score -1.25523e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -12552411.000000 Penalty: 3734.384521
	Iteration 37Q: 3 clusters Score -1.255241e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -12552507.000000 Penalty: 3734.384521
	Iteration 38Q: 3 clusters Score -1.255251e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -12552649.000000 Penalty: 3734.384521
	Iteration 39Q: 3 clusters Score -1.255265e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -12552768.000000 Penalty: 3734.384521
	Iteration 40F: 3 clusters Score -1.255277e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -12552917.000000 Penalty: 3734.384521
	Iteration 41Q: 3 clusters Score -1.255292e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -12553039.000000 Penalty: 3734.384521
	Iteration 42Q: 3 clusters Score -1.255304e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -12553226.000000 Penalty: 3734.384521
	Iteration 43Q: 3 clusters Score -1.255323e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -12553327.000000 Penalty: 3734.384521
	Iteration 44Q: 3 clusters Score -1.255333e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -12553404.000000 Penalty: 3734.384521
	Iteration 45Q: 3 clusters Score -1.25534e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90464 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -12553516.000000 Penalty: 3734.384521
	Iteration 46Q: 3 clusters Score -1.255352e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -12553635.000000 Penalty: 3734.384521
	Iteration 47Q: 3 clusters Score -1.255364e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -12553747.000000 Penalty: 3734.384521
	Iteration 48Q: 3 clusters Score -1.255375e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -12553875.000000 Penalty: 3734.384521
	Iteration 49Q: 3 clusters Score -1.255388e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -12553937.000000 Penalty: 3734.384521
	Iteration 50Q: 3 clusters Score -1.255394e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -12554013.000000 Penalty: 3734.384521
	Iteration 51Q: 3 clusters Score -1.255401e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -12554124.000000 Penalty: 3734.384521
	Iteration 52Q: 3 clusters Score -1.255412e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -12554206.000000 Penalty: 3734.384521
	Iteration 53Q: 3 clusters Score -1.255421e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -12554238.000000 Penalty: 3734.384521
	Iteration 54Q: 3 clusters Score -1.255424e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -12554337.000000 Penalty: 3734.384521
	Iteration 55Q: 3 clusters Score -1.255434e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -12554408.000000 Penalty: 3734.384521
	Iteration 56Q: 3 clusters Score -1.255441e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -12554513.000000 Penalty: 3734.384521
	Iteration 57Q: 3 clusters Score -1.255451e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -12554614.000000 Penalty: 3734.384521
	Iteration 58Q: 3 clusters Score -1.255461e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -12554651.000000 Penalty: 3734.384521
	Iteration 59Q: 3 clusters Score -1.255465e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -12554684.000000 Penalty: 3734.384521
	Iteration 60F: 3 clusters Score -1.255468e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -12554753.000000 Penalty: 3734.384521
	Iteration 61Q: 3 clusters Score -1.255475e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94934 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -12554791.000000 Penalty: 3734.384521
	Iteration 62Q: 3 clusters Score -1.255479e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -12554859.000000 Penalty: 3734.384521
	Iteration 63Q: 3 clusters Score -1.255486e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -12554899.000000 Penalty: 3734.384521
	Iteration 64Q: 3 clusters Score -1.25549e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -12554919.000000 Penalty: 3734.384521
	Iteration 65Q: 3 clusters Score -1.255492e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -12554971.000000 Penalty: 3734.384521
	Iteration 66Q: 3 clusters Score -1.255497e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -12555007.000000 Penalty: 3734.384521
	Iteration 67Q: 3 clusters Score -1.255501e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -12555043.000000 Penalty: 3734.384521
	Iteration 68Q: 3 clusters Score -1.255504e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -12555106.000000 Penalty: 3734.384521
	Iteration 69Q: 3 clusters Score -1.255511e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -12555139.000000 Penalty: 3734.384521
	Iteration 70Q: 3 clusters Score -1.255514e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12555162.000000 Penalty: 3734.384521
	Iteration 71Q: 3 clusters Score -1.255516e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -12555183.000000 Penalty: 3734.384521
	Iteration 72Q: 3 clusters Score -1.255518e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96101 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -12555206.000000 Penalty: 3734.384521
	Iteration 73Q: 3 clusters Score -1.255521e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -12555212.000000 Penalty: 3734.384521
	Iteration 74Q: 3 clusters Score -1.255521e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12555237.000000 Penalty: 3734.384521
	Iteration 75Q: 3 clusters Score -1.255524e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -12555259.000000 Penalty: 3734.384521
	Iteration 76Q: 3 clusters Score -1.255526e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -12555281.000000 Penalty: 3734.384521
	Iteration 77Q: 3 clusters Score -1.255528e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -12555294.000000 Penalty: 3734.384521
	Iteration 78Q: 3 clusters Score -1.255529e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12555303.000000 Penalty: 3734.384521
	Iteration 79Q: 3 clusters Score -1.25553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -12555319.000000 Penalty: 3734.384521
	Iteration 80F: 3 clusters Score -1.255532e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -12555320.000000 Penalty: 3734.384521
	Iteration 81Q: 3 clusters Score -1.255532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12555329.000000 Penalty: 3734.384521
	Iteration 82Q: 3 clusters Score -1.255533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12555330.000000 Penalty: 3734.384521
	Iteration 83Q: 3 clusters Score -1.255533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12555334.000000 Penalty: 3734.384521
	Iteration 84Q: 3 clusters Score -1.255533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -12555328.000000 Penalty: 3734.384521
	Iteration 85Q: 3 clusters Score -1.255533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12555324.000000 Penalty: 3734.384521
	Iteration 86Q: 3 clusters Score -1.255532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12555321.000000 Penalty: 3734.384521
	Iteration 87Q: 3 clusters Score -1.255532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12555337.000000 Penalty: 3734.384521
	Iteration 88Q: 3 clusters Score -1.255534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12555353.000000 Penalty: 3734.384521
	Iteration 89Q: 3 clusters Score -1.255535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -12555370.000000 Penalty: 3734.384521
	Iteration 90Q: 3 clusters Score -1.255537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12555390.000000 Penalty: 3734.384521
	Iteration 91Q: 3 clusters Score -1.255539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -12555389.000000 Penalty: 3734.384521
	Iteration 92Q: 3 clusters Score -1.255539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12555384.000000 Penalty: 3734.384521
	Iteration 93Q: 3 clusters Score -1.255538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12555395.000000 Penalty: 3734.384521
	Iteration 94Q: 3 clusters Score -1.25554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12555385.000000 Penalty: 3734.384521
	Iteration 95Q: 3 clusters Score -1.255538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -12555395.000000 Penalty: 3734.384521
	Iteration 96Q: 3 clusters Score -1.25554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12555405.000000 Penalty: 3734.384521
	Iteration 97Q: 3 clusters Score -1.25554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -12555420.000000 Penalty: 3734.384521
	Iteration 98Q: 3 clusters Score -1.255542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12555416.000000 Penalty: 3734.384521
	Iteration 99Q: 3 clusters Score -1.255542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12555425.000000 Penalty: 3734.384521
	Iteration 100F: 3 clusters Score -1.255542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12555425.000000 Penalty: 3734.384521
	Iteration 101Q: 3 clusters Score -1.255542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12555438.000000 Penalty: 3734.384521
	Iteration 102Q: 3 clusters Score -1.255544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12555438.000000 Penalty: 3734.384521
	Iteration 103Q: 3 clusters Score -1.255544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12555442.000000 Penalty: 3734.384521
	Iteration 104Q: 3 clusters Score -1.255544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12555443.000000 Penalty: 3734.384521
	Iteration 105Q: 3 clusters Score -1.255544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96713 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12555453.000000 Penalty: 3734.384521
	Iteration 106Q: 3 clusters Score -1.255545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12555454.000000 Penalty: 3734.384521
	Iteration 107Q: 3 clusters Score -1.255545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12555462.000000 Penalty: 3734.384521
	Iteration 108Q: 3 clusters Score -1.255546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12555462.000000 Penalty: 3734.384521
	Iteration 109Q: 3 clusters Score -1.255546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96727 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12555461.000000 Penalty: 3734.384521
	Iteration 110Q: 3 clusters Score -1.255546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -12555452.000000 Penalty: 3734.384521
	Iteration 111Q: 3 clusters Score -1.255545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96737 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12555459.000000 Penalty: 3734.384521
	Iteration 112Q: 3 clusters Score -1.255546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12555466.000000 Penalty: 3734.384521
	Iteration 113Q: 3 clusters Score -1.255547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12555453.000000 Penalty: 3734.384521
	Iteration 114Q: 3 clusters Score -1.255545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12555460.000000 Penalty: 3734.384521
	Iteration 115Q: 3 clusters Score -1.255546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96759 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12555451.000000 Penalty: 3734.384521
	Iteration 116Q: 3 clusters Score -1.255545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12555448.000000 Penalty: 3734.384521
	Iteration 117Q: 3 clusters Score -1.255545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12555462.000000 Penalty: 3734.384521
	Iteration 118Q: 3 clusters Score -1.255546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12555468.000000 Penalty: 3734.384521
	Iteration 119Q: 3 clusters Score -1.255547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12555466.000000 Penalty: 3734.384521
	Iteration 120F: 3 clusters Score -1.255547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12555460.000000 Penalty: 3734.384521
	Iteration 121Q: 3 clusters Score -1.255546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12555477.000000 Penalty: 3734.384521
	Iteration 122Q: 3 clusters Score -1.255548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12555477.000000 Penalty: 3734.384521
	Iteration 123Q: 3 clusters Score -1.255548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12555467.000000 Penalty: 3734.384521
	Iteration 124Q: 3 clusters Score -1.255547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12555474.000000 Penalty: 3734.384521
	Iteration 125Q: 3 clusters Score -1.255547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12555483.000000 Penalty: 3734.384521
	Iteration 126Q: 3 clusters Score -1.255548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96804 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12555476.000000 Penalty: 3734.384521
	Iteration 127Q: 3 clusters Score -1.255548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96804 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12555474.000000 Penalty: 3734.384521
	Iteration 128Q: 3 clusters Score -1.255547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12555485.000000 Penalty: 3734.384521
	Iteration 129Q: 3 clusters Score -1.255548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -12555481.000000 Penalty: 3734.384521
	Iteration 130Q: 3 clusters Score -1.255548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12555478.000000 Penalty: 3734.384521
	Iteration 131Q: 3 clusters Score -1.255548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12555481.000000 Penalty: 3734.384521
	Iteration 132Q: 3 clusters Score -1.255548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12555482.000000 Penalty: 3734.384521
	Iteration 133Q: 3 clusters Score -1.255548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12555476.000000 Penalty: 3734.384521
	Iteration 134Q: 3 clusters Score -1.255548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12555485.000000 Penalty: 3734.384521
	Iteration 135Q: 3 clusters Score -1.255548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12555469.000000 Penalty: 3734.384521
	Iteration 136Q: 3 clusters Score -1.255547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12555477.000000 Penalty: 3734.384521
	Iteration 137Q: 3 clusters Score -1.255548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -12555480.000000 Penalty: 3734.384521
	Iteration 138Q: 3 clusters Score -1.255548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12555487.000000 Penalty: 3734.384521
	Iteration 139Q: 3 clusters Score -1.255549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12555497.000000 Penalty: 3734.384521
	Iteration 140F: 3 clusters Score -1.25555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12555495.000000 Penalty: 3734.384521
	Iteration 141Q: 3 clusters Score -1.25555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12555503.000000 Penalty: 3734.384521
	Iteration 142Q: 3 clusters Score -1.25555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12555506.000000 Penalty: 3734.384521
	Iteration 143Q: 3 clusters Score -1.255551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96861 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12555496.000000 Penalty: 3734.384521
	Iteration 144Q: 3 clusters Score -1.25555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12555494.000000 Penalty: 3734.384521
	Iteration 145Q: 3 clusters Score -1.255549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96865 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12555498.000000 Penalty: 3734.384521
	Iteration 146Q: 3 clusters Score -1.25555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12555494.000000 Penalty: 3734.384521
	Iteration 147Q: 3 clusters Score -1.255549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -12555495.000000 Penalty: 3734.384521
	Iteration 148Q: 3 clusters Score -1.25555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -12555489.000000 Penalty: 3734.384521
	Iteration 149Q: 3 clusters Score -1.255549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12555497.000000 Penalty: 3734.384521
	Iteration 150Q: 3 clusters Score -1.25555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12555497.000000 Penalty: 3734.384521
	Iteration 151Q: 3 clusters Score -1.25555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12555497.000000 Penalty: 3734.384521
	Iteration 152F: 3 clusters Score -1.25555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -31205.593750 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -31205.59 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 167 members 
Entering Unmasked Estep 
Score: -30350.908203 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -30350.91 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30588.357422 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -30588.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30690.091797 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -30690.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30771.318359 Penalty: 1897.262329
	Iteration 3F: 3 clusters Score -30771.32 nChanged 5
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: -30784.781250 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -30784.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30796.197266 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -30796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30798.783203 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -30798.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30798.783203 Penalty: 1897.262329
	Iteration 7F: 3 clusters Score -30798.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Entering Unmasked Estep 
Score: -7302250.500000 Penalty: 1778.754639
	Iteration 0F: 2 clusters Score -7302250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -7264629.500000 Penalty: 3557.509277
	Iteration 0F: 3 clusters Score -7264630 nChanged 26653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -7279775.500000 Penalty: 3557.509277
	Iteration 1F: 3 clusters Score -7279776 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -7280277.000000 Penalty: 3557.509277
	Iteration 2Q: 3 clusters Score -7280277 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -7280819.000000 Penalty: 3557.509277
	Iteration 3Q: 3 clusters Score -7280819 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -7281556.500000 Penalty: 3557.509277
	Iteration 4Q: 3 clusters Score -7281556 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -7282695.000000 Penalty: 3557.509277
	Iteration 5Q: 3 clusters Score -7282695 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -7284360.500000 Penalty: 3557.509277
	Iteration 6F: 3 clusters Score -7284360 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -7286969.500000 Penalty: 3557.509277
	Iteration 7F: 3 clusters Score -7286970 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -7290094.500000 Penalty: 3557.509277
	Iteration 8F: 3 clusters Score -7290094 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -7292995.500000 Penalty: 3557.509277
	Iteration 9F: 3 clusters Score -7292996 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -7294971.500000 Penalty: 3557.509277
	Iteration 10Q: 3 clusters Score -7294972 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -7296194.500000 Penalty: 3557.509277
	Iteration 11Q: 3 clusters Score -7296194 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -7296884.000000 Penalty: 3557.509277
	Iteration 12Q: 3 clusters Score -7296884 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -7297375.500000 Penalty: 3557.509277
	Iteration 13Q: 3 clusters Score -7297376 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -7297754.500000 Penalty: 3557.509277
	Iteration 14Q: 3 clusters Score -7297754 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -7298091.000000 Penalty: 3557.509277
	Iteration 15Q: 3 clusters Score -7298091 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -7298470.000000 Penalty: 3557.509277
	Iteration 16Q: 3 clusters Score -7298470 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -7298753.500000 Penalty: 3557.509277
	Iteration 17Q: 3 clusters Score -7298754 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -7299083.500000 Penalty: 3557.509277
	Iteration 18Q: 3 clusters Score -7299084 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -7299411.000000 Penalty: 3557.509277
	Iteration 19Q: 3 clusters Score -7299411 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -7299725.500000 Penalty: 3557.509277
	Iteration 20F: 3 clusters Score -7299726 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -7299938.000000 Penalty: 3557.509277
	Iteration 21Q: 3 clusters Score -7299938 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -7300214.500000 Penalty: 3557.509277
	Iteration 22Q: 3 clusters Score -7300214 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -7300431.000000 Penalty: 3557.509277
	Iteration 23Q: 3 clusters Score -7300431 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7300557.000000 Penalty: 3557.509277
	Iteration 24Q: 3 clusters Score -7300557 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7300646.000000 Penalty: 3557.509277
	Iteration 25Q: 3 clusters Score -7300646 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7300731.500000 Penalty: 3557.509277
	Iteration 26Q: 3 clusters Score -7300732 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7300814.500000 Penalty: 3557.509277
	Iteration 27Q: 3 clusters Score -7300814 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7300849.000000 Penalty: 3557.509277
	Iteration 28Q: 3 clusters Score -7300849 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7300917.500000 Penalty: 3557.509277
	Iteration 29Q: 3 clusters Score -7300918 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7300953.000000 Penalty: 3557.509277
	Iteration 30Q: 3 clusters Score -7300953 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7300959.000000 Penalty: 3557.509277
	Iteration 31Q: 3 clusters Score -7300959 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7300984.500000 Penalty: 3557.509277
	Iteration 32Q: 3 clusters Score -7300984 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7300988.500000 Penalty: 3557.509277
	Iteration 33Q: 3 clusters Score -7300988 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7301013.000000 Penalty: 3557.509277
	Iteration 34Q: 3 clusters Score -7301013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7301027.000000 Penalty: 3557.509277
	Iteration 35Q: 3 clusters Score -7301027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7301025.500000 Penalty: 3557.509277
	Iteration 36Q: 3 clusters Score -7301026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7301032.500000 Penalty: 3557.509277
	Iteration 37Q: 3 clusters Score -7301032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7301030.000000 Penalty: 3557.509277
	Iteration 38Q: 3 clusters Score -7301030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7301039.000000 Penalty: 3557.509277
	Iteration 39Q: 3 clusters Score -7301039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7301020.000000 Penalty: 3557.509277
	Iteration 40F: 3 clusters Score -7301020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7301026.000000 Penalty: 3557.509277
	Iteration 41Q: 3 clusters Score -7301026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7301027.000000 Penalty: 3557.509277
	Iteration 42Q: 3 clusters Score -7301027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7301020.000000 Penalty: 3557.509277
	Iteration 43Q: 3 clusters Score -7301020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7301025.000000 Penalty: 3557.509277
	Iteration 44Q: 3 clusters Score -7301025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7301027.000000 Penalty: 3557.509277
	Iteration 45Q: 3 clusters Score -7301027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7301025.000000 Penalty: 3557.509277
	Iteration 46Q: 3 clusters Score -7301025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7301023.000000 Penalty: 3557.509277
	Iteration 47Q: 3 clusters Score -7301023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7301028.000000 Penalty: 3557.509277
	Iteration 48Q: 3 clusters Score -7301028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7301023.000000 Penalty: 3557.509277
	Iteration 49Q: 3 clusters Score -7301023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7301023.000000 Penalty: 3557.509277
	Iteration 50Q: 3 clusters Score -7301023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7301020.500000 Penalty: 3557.509277
	Iteration 51Q: 3 clusters Score -7301020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7301021.000000 Penalty: 3557.509277
	Iteration 52Q: 3 clusters Score -7301021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7301022.500000 Penalty: 3557.509277
	Iteration 53Q: 3 clusters Score -7301022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7301022.000000 Penalty: 3557.509277
	Iteration 54Q: 3 clusters Score -7301022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7301020.500000 Penalty: 3557.509277
	Iteration 55Q: 3 clusters Score -7301020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7301023.500000 Penalty: 3557.509277
	Iteration 56Q: 3 clusters Score -7301024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7301027.000000 Penalty: 3557.509277
	Iteration 57Q: 3 clusters Score -7301027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7301027.000000 Penalty: 3557.509277
	Iteration 58Q: 3 clusters Score -7301027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7301029.500000 Penalty: 3557.509277
	Iteration 59Q: 3 clusters Score -7301030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7301033.000000 Penalty: 3557.509277
	Iteration 60F: 3 clusters Score -7301033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7301033.500000 Penalty: 3557.509277
	Iteration 61Q: 3 clusters Score -7301034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7301027.500000 Penalty: 3557.509277
	Iteration 62Q: 3 clusters Score -7301028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7301029.000000 Penalty: 3557.509277
	Iteration 63Q: 3 clusters Score -7301029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7301022.500000 Penalty: 3557.509277
	Iteration 64Q: 3 clusters Score -7301022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7301022.000000 Penalty: 3557.509277
	Iteration 65Q: 3 clusters Score -7301022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7301022.500000 Penalty: 3557.509277
	Iteration 66Q: 3 clusters Score -7301022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7301020.500000 Penalty: 3557.509277
	Iteration 67Q: 3 clusters Score -7301020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7301023.500000 Penalty: 3557.509277
	Iteration 68Q: 3 clusters Score -7301024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7301023.500000 Penalty: 3557.509277
	Iteration 69Q: 3 clusters Score -7301024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7301022.500000 Penalty: 3557.509277
	Iteration 70Q: 3 clusters Score -7301022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7301023.000000 Penalty: 3557.509277
	Iteration 71Q: 3 clusters Score -7301023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7301025.500000 Penalty: 3557.509277
	Iteration 72Q: 3 clusters Score -7301026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7301026.000000 Penalty: 3557.509277
	Iteration 73Q: 3 clusters Score -7301026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7301024.500000 Penalty: 3557.509277
	Iteration 74Q: 3 clusters Score -7301024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7301022.500000 Penalty: 3557.509277
	Iteration 75Q: 3 clusters Score -7301022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7301024.000000 Penalty: 3557.509277
	Iteration 76Q: 3 clusters Score -7301024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7301024.000000 Penalty: 3557.509277
	Iteration 77Q: 3 clusters Score -7301024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7301026.500000 Penalty: 3557.509277
	Iteration 78Q: 3 clusters Score -7301026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7301019.500000 Penalty: 3557.509277
	Iteration 79Q: 3 clusters Score -7301020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7301021.000000 Penalty: 3557.509277
	Iteration 80F: 3 clusters Score -7301021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7301024.000000 Penalty: 3557.509277
	Iteration 81Q: 3 clusters Score -7301024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7301020.000000 Penalty: 3557.509277
	Iteration 82Q: 3 clusters Score -7301020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7301020.000000 Penalty: 3557.509277
	Iteration 83F: 3 clusters Score -7301020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Entering Unmasked Estep 
Score: -9900373.000000 Penalty: 1827.867188
	Iteration 0F: 2 clusters Score -9900373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -9849840.000000 Penalty: 3655.734375
	Iteration 0F: 3 clusters Score -9849840 nChanged 36663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -9870850.000000 Penalty: 3655.734375
	Iteration 1F: 3 clusters Score -9870850 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -9871402.000000 Penalty: 3655.734375
	Iteration 2Q: 3 clusters Score -9871402 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -9872071.000000 Penalty: 3655.734375
	Iteration 3Q: 3 clusters Score -9872071 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -9873059.000000 Penalty: 3655.734375
	Iteration 4Q: 3 clusters Score -9873059 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -9874705.000000 Penalty: 3655.734375
	Iteration 5Q: 3 clusters Score -9874705 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -9877686.000000 Penalty: 3655.734375
	Iteration 6F: 3 clusters Score -9877686 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -9882293.000000 Penalty: 3655.734375
	Iteration 7F: 3 clusters Score -9882293 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -9887929.000000 Penalty: 3655.734375
	Iteration 8F: 3 clusters Score -9887929 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -9892909.000000 Penalty: 3655.734375
	Iteration 9F: 3 clusters Score -9892909 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -9896003.000000 Penalty: 3655.734375
	Iteration 10Q: 3 clusters Score -9896003 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9897475.000000 Penalty: 3655.734375
	Iteration 11Q: 3 clusters Score -9897475 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9898184.000000 Penalty: 3655.734375
	Iteration 12Q: 3 clusters Score -9898184 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9898465.000000 Penalty: 3655.734375
	Iteration 13Q: 3 clusters Score -9898465 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9898615.000000 Penalty: 3655.734375
	Iteration 14Q: 3 clusters Score -9898615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9898677.000000 Penalty: 3655.734375
	Iteration 15Q: 3 clusters Score -9898677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9898703.000000 Penalty: 3655.734375
	Iteration 16Q: 3 clusters Score -9898703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9898725.000000 Penalty: 3655.734375
	Iteration 17Q: 3 clusters Score -9898725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9898736.000000 Penalty: 3655.734375
	Iteration 18Q: 3 clusters Score -9898736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9898755.000000 Penalty: 3655.734375
	Iteration 19Q: 3 clusters Score -9898755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9898767.000000 Penalty: 3655.734375
	Iteration 20F: 3 clusters Score -9898767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9898772.000000 Penalty: 3655.734375
	Iteration 21Q: 3 clusters Score -9898772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9898782.000000 Penalty: 3655.734375
	Iteration 22Q: 3 clusters Score -9898782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9898786.000000 Penalty: 3655.734375
	Iteration 23Q: 3 clusters Score -9898786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9898788.000000 Penalty: 3655.734375
	Iteration 24Q: 3 clusters Score -9898788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9898787.000000 Penalty: 3655.734375
	Iteration 25Q: 3 clusters Score -9898787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9898790.000000 Penalty: 3655.734375
	Iteration 26Q: 3 clusters Score -9898790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9898791.000000 Penalty: 3655.734375
	Iteration 27Q: 3 clusters Score -9898791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9898795.000000 Penalty: 3655.734375
	Iteration 28Q: 3 clusters Score -9898795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9898794.000000 Penalty: 3655.734375
	Iteration 29Q: 3 clusters Score -9898794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9898798.000000 Penalty: 3655.734375
	Iteration 30Q: 3 clusters Score -9898798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9898796.000000 Penalty: 3655.734375
	Iteration 31Q: 3 clusters Score -9898796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9898796.000000 Penalty: 3655.734375
	Iteration 32Q: 3 clusters Score -9898796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9898796.000000 Penalty: 3655.734375
	Iteration 33F: 3 clusters Score -9898796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Entering Unmasked Estep 
Score: -1450617.750000 Penalty: 1517.487061
	Iteration 0F: 2 clusters Score -1450618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1442547.625000 Penalty: 3034.974121
	Iteration 0F: 3 clusters Score -1442548 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1445266.750000 Penalty: 3034.974121
	Iteration 1F: 3 clusters Score -1445267 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1445533.250000 Penalty: 3034.974121
	Iteration 2F: 3 clusters Score -1445533 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1445724.125000 Penalty: 3034.974121
	Iteration 3Q: 3 clusters Score -1445724 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1445889.625000 Penalty: 3034.974121
	Iteration 4Q: 3 clusters Score -1445890 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1446094.000000 Penalty: 3034.974121
	Iteration 5Q: 3 clusters Score -1446094 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1446351.250000 Penalty: 3034.974121
	Iteration 6Q: 3 clusters Score -1446351 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1446695.875000 Penalty: 3034.974121
	Iteration 7Q: 3 clusters Score -1446696 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1447087.875000 Penalty: 3034.974121
	Iteration 8Q: 3 clusters Score -1447088 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1447501.500000 Penalty: 3034.974121
	Iteration 9Q: 3 clusters Score -1447502 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1447906.875000 Penalty: 3034.974121
	Iteration 10Q: 3 clusters Score -1447907 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1448227.625000 Penalty: 3034.974121
	Iteration 11Q: 3 clusters Score -1448228 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1448479.000000 Penalty: 3034.974121
	Iteration 12Q: 3 clusters Score -1448479 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1448665.875000 Penalty: 3034.974121
	Iteration 13Q: 3 clusters Score -1448666 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1448830.250000 Penalty: 3034.974121
	Iteration 14Q: 3 clusters Score -1448830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1448936.750000 Penalty: 3034.974121
	Iteration 15Q: 3 clusters Score -1448937 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1449022.125000 Penalty: 3034.974121
	Iteration 16Q: 3 clusters Score -1449022 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1449082.375000 Penalty: 3034.974121
	Iteration 17Q: 3 clusters Score -1449082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1449125.750000 Penalty: 3034.974121
	Iteration 18Q: 3 clusters Score -1449126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1449155.500000 Penalty: 3034.974121
	Iteration 19Q: 3 clusters Score -1449156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1449177.750000 Penalty: 3034.974121
	Iteration 20F: 3 clusters Score -1449178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1449197.125000 Penalty: 3034.974121
	Iteration 21Q: 3 clusters Score -1449197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1449214.750000 Penalty: 3034.974121
	Iteration 22Q: 3 clusters Score -1449215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1449230.875000 Penalty: 3034.974121
	Iteration 23Q: 3 clusters Score -1449231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1449241.375000 Penalty: 3034.974121
	Iteration 24Q: 3 clusters Score -1449241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1449255.125000 Penalty: 3034.974121
	Iteration 25Q: 3 clusters Score -1449255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1449262.875000 Penalty: 3034.974121
	Iteration 26Q: 3 clusters Score -1449263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1449273.500000 Penalty: 3034.974121
	Iteration 27Q: 3 clusters Score -1449274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1449280.750000 Penalty: 3034.974121
	Iteration 28Q: 3 clusters Score -1449281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1449288.375000 Penalty: 3034.974121
	Iteration 29Q: 3 clusters Score -1449288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1449299.375000 Penalty: 3034.974121
	Iteration 30Q: 3 clusters Score -1449299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1449302.500000 Penalty: 3034.974121
	Iteration 31Q: 3 clusters Score -1449302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1449306.000000 Penalty: 3034.974121
	Iteration 32Q: 3 clusters Score -1449306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1449306.500000 Penalty: 3034.974121
	Iteration 33Q: 3 clusters Score -1449306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1449306.625000 Penalty: 3034.974121
	Iteration 34Q: 3 clusters Score -1449307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1449308.625000 Penalty: 3034.974121
	Iteration 35Q: 3 clusters Score -1449309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1449308.625000 Penalty: 3034.974121
	Iteration 36Q: 3 clusters Score -1449309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1449309.750000 Penalty: 3034.974121
	Iteration 37Q: 3 clusters Score -1449310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1449308.500000 Penalty: 3034.974121
	Iteration 38Q: 3 clusters Score -1449308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1449308.500000 Penalty: 3034.974121
	Iteration 39F: 3 clusters Score -1449308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -15923.520508 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -15923.52 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 138 members 
Entering Unmasked Estep 
Score: -15204.000000 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -15204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15415.514648 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -15415.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15527.038086 Penalty: 1797.064453
	Iteration 2F: 3 clusters Score -15527.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15553.742188 Penalty: 1797.064453
	Iteration 3Q: 3 clusters Score -15553.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15563.610352 Penalty: 1797.064453
	Iteration 4Q: 3 clusters Score -15563.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15564.019531 Penalty: 1797.064453
	Iteration 5F: 3 clusters Score -15564.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15565.689453 Penalty: 1797.064453
	Iteration 6Q: 3 clusters Score -15565.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15570.257812 Penalty: 1797.064453
	Iteration 7Q: 3 clusters Score -15570.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15577.917969 Penalty: 1797.064453
	Iteration 8F: 3 clusters Score -15577.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15602.716797 Penalty: 1797.064453
	Iteration 9Q: 3 clusters Score -15602.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15610.918945 Penalty: 1797.064453
	Iteration 10Q: 3 clusters Score -15610.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15622.306641 Penalty: 1797.064453
	Iteration 11Q: 3 clusters Score -15622.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15622.306641 Penalty: 1797.064453
	Iteration 12F: 3 clusters Score -15622.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Entering Unmasked Estep 
Score: -7069774.500000 Penalty: 1773.675293
	Iteration 0F: 2 clusters Score -7069774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -7033080.500000 Penalty: 3547.350586
	Iteration 0F: 3 clusters Score -7033080 nChanged 26029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -7047826.000000 Penalty: 3547.350586
	Iteration 1F: 3 clusters Score -7047826 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -7048619.000000 Penalty: 3547.350586
	Iteration 2Q: 3 clusters Score -7048619 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -7049633.000000 Penalty: 3547.350586
	Iteration 3Q: 3 clusters Score -7049633 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -7051153.500000 Penalty: 3547.350586
	Iteration 4F: 3 clusters Score -7051154 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -7053198.500000 Penalty: 3547.350586
	Iteration 5F: 3 clusters Score -7053198 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -7055862.500000 Penalty: 3547.350586
	Iteration 6F: 3 clusters Score -7055862 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -7059124.000000 Penalty: 3547.350586
	Iteration 7F: 3 clusters Score -7059124 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -7062210.500000 Penalty: 3547.350586
	Iteration 8F: 3 clusters Score -7062210 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -7064841.000000 Penalty: 3547.350586
	Iteration 9F: 3 clusters Score -7064841 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -7066581.500000 Penalty: 3547.350586
	Iteration 10Q: 3 clusters Score -7066582 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -7067482.500000 Penalty: 3547.350586
	Iteration 11Q: 3 clusters Score -7067482 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -7067917.000000 Penalty: 3547.350586
	Iteration 12Q: 3 clusters Score -7067917 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -7068097.500000 Penalty: 3547.350586
	Iteration 13Q: 3 clusters Score -7068098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -7068183.000000 Penalty: 3547.350586
	Iteration 14Q: 3 clusters Score -7068183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -7068255.000000 Penalty: 3547.350586
	Iteration 15Q: 3 clusters Score -7068255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -7068302.500000 Penalty: 3547.350586
	Iteration 16Q: 3 clusters Score -7068302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -7068335.000000 Penalty: 3547.350586
	Iteration 17Q: 3 clusters Score -7068335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -7068368.500000 Penalty: 3547.350586
	Iteration 18Q: 3 clusters Score -7068368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -7068382.000000 Penalty: 3547.350586
	Iteration 19Q: 3 clusters Score -7068382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -7068393.500000 Penalty: 3547.350586
	Iteration 20F: 3 clusters Score -7068394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -7068399.500000 Penalty: 3547.350586
	Iteration 21Q: 3 clusters Score -7068400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -7068402.500000 Penalty: 3547.350586
	Iteration 22Q: 3 clusters Score -7068402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -7068407.000000 Penalty: 3547.350586
	Iteration 23Q: 3 clusters Score -7068407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -7068407.000000 Penalty: 3547.350586
	Iteration 24F: 3 clusters Score -7068407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Entering Unmasked Estep 
Score: -2880558.000000 Penalty: 1626.742920
	Iteration 0F: 2 clusters Score -2880558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2865489.500000 Penalty: 3253.485840
	Iteration 0F: 3 clusters Score -2865490 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2871049.250000 Penalty: 3253.485840
	Iteration 1F: 3 clusters Score -2871049 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2871376.500000 Penalty: 3253.485840
	Iteration 2Q: 3 clusters Score -2871376 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2871637.750000 Penalty: 3253.485840
	Iteration 3Q: 3 clusters Score -2871638 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2871875.000000 Penalty: 3253.485840
	Iteration 4Q: 3 clusters Score -2871875 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2872112.250000 Penalty: 3253.485840
	Iteration 5Q: 3 clusters Score -2872112 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2872382.250000 Penalty: 3253.485840
	Iteration 6Q: 3 clusters Score -2872382 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2872702.250000 Penalty: 3253.485840
	Iteration 7Q: 3 clusters Score -2872702 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2873169.000000 Penalty: 3253.485840
	Iteration 8Q: 3 clusters Score -2873169 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2873888.750000 Penalty: 3253.485840
	Iteration 9F: 3 clusters Score -2873889 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2874875.500000 Penalty: 3253.485840
	Iteration 10F: 3 clusters Score -2874876 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2876044.750000 Penalty: 3253.485840
	Iteration 11F: 3 clusters Score -2876045 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2877138.750000 Penalty: 3253.485840
	Iteration 12F: 3 clusters Score -2877139 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2878011.000000 Penalty: 3253.485840
	Iteration 13Q: 3 clusters Score -2878011 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2878576.250000 Penalty: 3253.485840
	Iteration 14Q: 3 clusters Score -2878576 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2878846.250000 Penalty: 3253.485840
	Iteration 15Q: 3 clusters Score -2878846 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2879043.250000 Penalty: 3253.485840
	Iteration 16Q: 3 clusters Score -2879043 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2879170.250000 Penalty: 3253.485840
	Iteration 17Q: 3 clusters Score -2879170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2879229.000000 Penalty: 3253.485840
	Iteration 18Q: 3 clusters Score -2879229 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2879275.500000 Penalty: 3253.485840
	Iteration 19Q: 3 clusters Score -2879276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2879298.750000 Penalty: 3253.485840
	Iteration 20F: 3 clusters Score -2879299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2879328.250000 Penalty: 3253.485840
	Iteration 21Q: 3 clusters Score -2879328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2879342.250000 Penalty: 3253.485840
	Iteration 22Q: 3 clusters Score -2879342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2879349.750000 Penalty: 3253.485840
	Iteration 23Q: 3 clusters Score -2879350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2879349.500000 Penalty: 3253.485840
	Iteration 24Q: 3 clusters Score -2879350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2879355.000000 Penalty: 3253.485840
	Iteration 25Q: 3 clusters Score -2879355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2879355.500000 Penalty: 3253.485840
	Iteration 26Q: 3 clusters Score -2879356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2879357.000000 Penalty: 3253.485840
	Iteration 27Q: 3 clusters Score -2879357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2879361.750000 Penalty: 3253.485840
	Iteration 28Q: 3 clusters Score -2879362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2879361.750000 Penalty: 3253.485840
	Iteration 29Q: 3 clusters Score -2879362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2879360.500000 Penalty: 3253.485840
	Iteration 30Q: 3 clusters Score -2879360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2879361.000000 Penalty: 3253.485840
	Iteration 31Q: 3 clusters Score -2879361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2879365.000000 Penalty: 3253.485840
	Iteration 32Q: 3 clusters Score -2879365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2879369.500000 Penalty: 3253.485840
	Iteration 33Q: 3 clusters Score -2879370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2879374.000000 Penalty: 3253.485840
	Iteration 34Q: 3 clusters Score -2879374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2879377.250000 Penalty: 3253.485840
	Iteration 35Q: 3 clusters Score -2879377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2879371.250000 Penalty: 3253.485840
	Iteration 36Q: 3 clusters Score -2879371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2879369.500000 Penalty: 3253.485840
	Iteration 37Q: 3 clusters Score -2879370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2879372.500000 Penalty: 3253.485840
	Iteration 38Q: 3 clusters Score -2879372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2879372.500000 Penalty: 3253.485840
	Iteration 39F: 3 clusters Score -2879372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -18731.500000 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -18731.5 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 99 members 
Entering Unmasked Estep 
Score: -18040.167969 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -18040.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18242.234375 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -18242.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18314.701172 Penalty: 1736.258667
	Iteration 2F: 3 clusters Score -18314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18397.812500 Penalty: 1736.258667
	Iteration 3F: 3 clusters Score -18397.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18425.902344 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -18425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18492.675781 Penalty: 1736.258667
	Iteration 5Q: 3 clusters Score -18492.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18492.675781 Penalty: 1736.258667
	Iteration 6F: 3 clusters Score -18492.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -29196.875000 Penalty: 909.140564
	Iteration 0F: 2 clusters Score -29196.88 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 135 members 
Entering Unmasked Estep 
Score: -28390.919922 Penalty: 1818.281128
	Iteration 0F: 3 clusters Score -28390.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28502.287109 Penalty: 1818.281128
	Iteration 1F: 3 clusters Score -28502.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28547.269531 Penalty: 1818.281128
	Iteration 2F: 3 clusters Score -28547.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28558.103516 Penalty: 1818.281128
	Iteration 3Q: 3 clusters Score -28558.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28567.875000 Penalty: 1818.281128
	Iteration 4Q: 3 clusters Score -28567.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28574.658203 Penalty: 1818.281128
	Iteration 5Q: 3 clusters Score -28574.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28578.318359 Penalty: 1818.281128
	Iteration 6Q: 3 clusters Score -28578.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28582.902344 Penalty: 1818.281128
	Iteration 7Q: 3 clusters Score -28582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28585.033203 Penalty: 1818.281128
	Iteration 8Q: 3 clusters Score -28585.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28585.033203 Penalty: 1818.281128
	Iteration 9F: 3 clusters Score -28585.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Entering Unmasked Estep 
Score: -3504010.000000 Penalty: 1659.133545
	Iteration 0F: 2 clusters Score -3504010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3485584.000000 Penalty: 3318.267090
	Iteration 0F: 3 clusters Score -3485584 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3492465.000000 Penalty: 3318.267090
	Iteration 1F: 3 clusters Score -3492465 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3492804.000000 Penalty: 3318.267090
	Iteration 2Q: 3 clusters Score -3492804 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3493135.750000 Penalty: 3318.267090
	Iteration 3Q: 3 clusters Score -3493136 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3493636.500000 Penalty: 3318.267090
	Iteration 4Q: 3 clusters Score -3493636 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3494407.750000 Penalty: 3318.267090
	Iteration 5F: 3 clusters Score -3494408 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3495712.250000 Penalty: 3318.267090
	Iteration 6F: 3 clusters Score -3495712 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3497473.250000 Penalty: 3318.267090
	Iteration 7F: 3 clusters Score -3497473 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3499513.500000 Penalty: 3318.267090
	Iteration 8F: 3 clusters Score -3499514 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3501137.750000 Penalty: 3318.267090
	Iteration 9F: 3 clusters Score -3501138 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3501969.750000 Penalty: 3318.267090
	Iteration 10Q: 3 clusters Score -3501970 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3502295.000000 Penalty: 3318.267090
	Iteration 11Q: 3 clusters Score -3502295 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3502442.250000 Penalty: 3318.267090
	Iteration 12Q: 3 clusters Score -3502442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3502492.750000 Penalty: 3318.267090
	Iteration 13Q: 3 clusters Score -3502493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3502532.000000 Penalty: 3318.267090
	Iteration 14Q: 3 clusters Score -3502532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3502561.000000 Penalty: 3318.267090
	Iteration 15Q: 3 clusters Score -3502561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3502561.750000 Penalty: 3318.267090
	Iteration 16Q: 3 clusters Score -3502562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3502564.000000 Penalty: 3318.267090
	Iteration 17Q: 3 clusters Score -3502564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3502573.000000 Penalty: 3318.267090
	Iteration 18Q: 3 clusters Score -3502573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3502576.250000 Penalty: 3318.267090
	Iteration 19Q: 3 clusters Score -3502576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3502584.500000 Penalty: 3318.267090
	Iteration 20F: 3 clusters Score -3502584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3502586.500000 Penalty: 3318.267090
	Iteration 21Q: 3 clusters Score -3502586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3502590.000000 Penalty: 3318.267090
	Iteration 22Q: 3 clusters Score -3502590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3502590.000000 Penalty: 3318.267090
	Iteration 23F: 3 clusters Score -3502590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (83449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Entering Unmasked Estep 
Score: -10751566.000000 Penalty: 1841.448608
	Iteration 0F: 2 clusters Score -1.075157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -10696984.000000 Penalty: 3682.897217
	Iteration 0F: 3 clusters Score -1.069698e+07 nChanged 39776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -10720262.000000 Penalty: 3682.897217
	Iteration 1F: 3 clusters Score -1.072026e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -10720824.000000 Penalty: 3682.897217
	Iteration 2Q: 3 clusters Score -1.072082e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -10721559.000000 Penalty: 3682.897217
	Iteration 3Q: 3 clusters Score -1.072156e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -10722431.000000 Penalty: 3682.897217
	Iteration 4Q: 3 clusters Score -1.072243e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -10723630.000000 Penalty: 3682.897217
	Iteration 5Q: 3 clusters Score -1.072363e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -10725263.000000 Penalty: 3682.897217
	Iteration 6Q: 3 clusters Score -1.072526e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -10727490.000000 Penalty: 3682.897217
	Iteration 7F: 3 clusters Score -1.072749e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -10730171.000000 Penalty: 3682.897217
	Iteration 8F: 3 clusters Score -1.073017e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -10733510.000000 Penalty: 3682.897217
	Iteration 9F: 3 clusters Score -1.073351e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -10737363.000000 Penalty: 3682.897217
	Iteration 10F: 3 clusters Score -1.073736e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -10741362.000000 Penalty: 3682.897217
	Iteration 11F: 3 clusters Score -1.074136e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -10744900.000000 Penalty: 3682.897217
	Iteration 12F: 3 clusters Score -1.07449e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -10747308.000000 Penalty: 3682.897217
	Iteration 13Q: 3 clusters Score -1.074731e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -10748779.000000 Penalty: 3682.897217
	Iteration 14Q: 3 clusters Score -1.074878e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -10749425.000000 Penalty: 3682.897217
	Iteration 15Q: 3 clusters Score -1.074942e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -10749720.000000 Penalty: 3682.897217
	Iteration 16Q: 3 clusters Score -1.074972e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -10749883.000000 Penalty: 3682.897217
	Iteration 17Q: 3 clusters Score -1.074988e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -10749988.000000 Penalty: 3682.897217
	Iteration 18Q: 3 clusters Score -1.074999e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -10750028.000000 Penalty: 3682.897217
	Iteration 19Q: 3 clusters Score -1.075003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -10750052.000000 Penalty: 3682.897217
	Iteration 20F: 3 clusters Score -1.075005e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -10750061.000000 Penalty: 3682.897217
	Iteration 21Q: 3 clusters Score -1.075006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -10750059.000000 Penalty: 3682.897217
	Iteration 22Q: 3 clusters Score -1.075006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -10750068.000000 Penalty: 3682.897217
	Iteration 23Q: 3 clusters Score -1.075007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -10750081.000000 Penalty: 3682.897217
	Iteration 24Q: 3 clusters Score -1.075008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -10750077.000000 Penalty: 3682.897217
	Iteration 25Q: 3 clusters Score -1.075008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -10750080.000000 Penalty: 3682.897217
	Iteration 26Q: 3 clusters Score -1.075008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -10750080.000000 Penalty: 3682.897217
	Iteration 27F: 3 clusters Score -1.075008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (71965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Entering Unmasked Estep 
Score: -9262577.000000 Penalty: 1817.389404
	Iteration 0F: 2 clusters Score -9262577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -9214991.000000 Penalty: 3634.778809
	Iteration 0F: 3 clusters Score -9214991 nChanged 34192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -9234389.000000 Penalty: 3634.778809
	Iteration 1F: 3 clusters Score -9234389 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -9235013.000000 Penalty: 3634.778809
	Iteration 2Q: 3 clusters Score -9235013 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -9235711.000000 Penalty: 3634.778809
	Iteration 3Q: 3 clusters Score -9235711 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -9236641.000000 Penalty: 3634.778809
	Iteration 4Q: 3 clusters Score -9236641 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -9238174.000000 Penalty: 3634.778809
	Iteration 5Q: 3 clusters Score -9238174 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -9240741.000000 Penalty: 3634.778809
	Iteration 6F: 3 clusters Score -9240741 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -9244822.000000 Penalty: 3634.778809
	Iteration 7F: 3 clusters Score -9244822 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -9249909.000000 Penalty: 3634.778809
	Iteration 8F: 3 clusters Score -9249909 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -9254862.000000 Penalty: 3634.778809
	Iteration 9F: 3 clusters Score -9254862 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -9258208.000000 Penalty: 3634.778809
	Iteration 10F: 3 clusters Score -9258208 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9259794.000000 Penalty: 3634.778809
	Iteration 11Q: 3 clusters Score -9259794 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9260434.000000 Penalty: 3634.778809
	Iteration 12Q: 3 clusters Score -9260434 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9260700.000000 Penalty: 3634.778809
	Iteration 13Q: 3 clusters Score -9260700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9260788.000000 Penalty: 3634.778809
	Iteration 14Q: 3 clusters Score -9260788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9260851.000000 Penalty: 3634.778809
	Iteration 15Q: 3 clusters Score -9260851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9260899.000000 Penalty: 3634.778809
	Iteration 16Q: 3 clusters Score -9260899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9260939.000000 Penalty: 3634.778809
	Iteration 17Q: 3 clusters Score -9260939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9260986.000000 Penalty: 3634.778809
	Iteration 18Q: 3 clusters Score -9260986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9260995.000000 Penalty: 3634.778809
	Iteration 19Q: 3 clusters Score -9260995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9261001.000000 Penalty: 3634.778809
	Iteration 20F: 3 clusters Score -9261001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9261009.000000 Penalty: 3634.778809
	Iteration 21Q: 3 clusters Score -9261009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9261022.000000 Penalty: 3634.778809
	Iteration 22Q: 3 clusters Score -9261022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9261024.000000 Penalty: 3634.778809
	Iteration 23Q: 3 clusters Score -9261024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9261026.000000 Penalty: 3634.778809
	Iteration 24Q: 3 clusters Score -9261026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9261026.000000 Penalty: 3634.778809
	Iteration 25Q: 3 clusters Score -9261026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9261030.000000 Penalty: 3634.778809
	Iteration 26Q: 3 clusters Score -9261030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9261030.000000 Penalty: 3634.778809
	Iteration 27F: 3 clusters Score -9261030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -30400.335938 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -30400.34 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 144 members 
Entering Unmasked Estep 
Score: -29576.105469 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -29576.11 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29745.886719 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -29745.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29820.007812 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -29820.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29852.060547 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -29852.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29885.794922 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -29885.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29910.505859 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -29910.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29915.863281 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -29915.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29938.968750 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -29938.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29958.994141 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -29958.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29961.734375 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -29961.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29962.531250 Penalty: 1842.711304
	Iteration 10Q: 3 clusters Score -29962.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29962.531250 Penalty: 1842.711304
	Iteration 11F: 3 clusters Score -29962.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 18560 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 4031 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 97774 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56737 members 
Mstep: Class 12 contains 76758 members 
Mstep: Class 13 contains 11366 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54991 members 
Mstep: Class 16 contains 22264 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27175 members 
Mstep: Class 22 contains 83449 members 
Mstep: Class 23 contains 71965 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533456.000000 Penalty: 45115.199219
Iteration 239Q: 22 clusters Score -6.953346e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 18569 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 4032 members 
Mstep: Class 7 contains 2376 members 
Mstep: Class 8 contains 97694 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56709 members 
Mstep: Class 12 contains 76706 members 
Mstep: Class 13 contains 11358 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54942 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 27079 members 
Mstep: Class 22 contains 83340 members 
Mstep: Class 23 contains 72416 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533432.000000 Penalty: 45115.199219
Iteration 240F: 22 clusters Score -6.953343e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 18579 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 4031 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 97626 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56694 members 
Mstep: Class 12 contains 76661 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54886 members 
Mstep: Class 16 contains 22236 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 21 contains 26967 members 
Mstep: Class 22 contains 83249 members 
Mstep: Class 23 contains 72831 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533368.000000 Penalty: 45115.199219
Iteration 241Q: 22 clusters Score -6.953337e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 18584 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3409 members 
Mstep: Class 6 contains 4030 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 97552 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56674 members 
Mstep: Class 12 contains 76592 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54831 members 
Mstep: Class 16 contains 22227 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 26846 members 
Mstep: Class 22 contains 83170 members 
Mstep: Class 23 contains 73282 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533448.000000 Penalty: 45115.199219
Iteration 242Q: 22 clusters Score -6.953345e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 18596 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3408 members 
Mstep: Class 6 contains 4032 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 8 contains 97474 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56655 members 
Mstep: Class 12 contains 76527 members 
Mstep: Class 13 contains 11358 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54772 members 
Mstep: Class 16 contains 22227 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 26735 members 
Mstep: Class 22 contains 83089 members 
Mstep: Class 23 contains 73693 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533472.000000 Penalty: 45115.199219
Iteration 243Q: 22 clusters Score -6.953347e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 18608 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3409 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 2355 members 
Mstep: Class 8 contains 97344 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56648 members 
Mstep: Class 12 contains 76455 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54717 members 
Mstep: Class 16 contains 22233 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 26635 members 
Mstep: Class 22 contains 83019 members 
Mstep: Class 23 contains 74120 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533536.000000 Penalty: 45115.199219
Iteration 244Q: 22 clusters Score -6.953354e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 18616 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3411 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 97255 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56637 members 
Mstep: Class 12 contains 76387 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54672 members 
Mstep: Class 16 contains 22234 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 26512 members 
Mstep: Class 22 contains 82941 members 
Mstep: Class 23 contains 74544 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533520.000000 Penalty: 45115.199219
Iteration 245Q: 22 clusters Score -6.953352e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 3 contains 18638 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3415 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 97151 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56639 members 
Mstep: Class 12 contains 76319 members 
Mstep: Class 13 contains 11349 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54624 members 
Mstep: Class 16 contains 22244 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 26391 members 
Mstep: Class 22 contains 82851 members 
Mstep: Class 23 contains 74952 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533696.000000 Penalty: 45115.199219
Iteration 246Q: 22 clusters Score -6.95337e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 18653 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3415 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 97068 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56638 members 
Mstep: Class 12 contains 76272 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54573 members 
Mstep: Class 16 contains 22241 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 26269 members 
Mstep: Class 22 contains 82757 members 
Mstep: Class 23 contains 75339 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533592.000000 Penalty: 45115.199219
Iteration 247Q: 22 clusters Score -6.953359e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 18664 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3419 members 
Mstep: Class 6 contains 4055 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 96968 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56618 members 
Mstep: Class 12 contains 76220 members 
Mstep: Class 13 contains 11344 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54527 members 
Mstep: Class 16 contains 22244 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 26154 members 
Mstep: Class 22 contains 82682 members 
Mstep: Class 23 contains 75728 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533632.000000 Penalty: 45115.199219
Iteration 248Q: 22 clusters Score -6.953363e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 18672 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 96887 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56589 members 
Mstep: Class 12 contains 76176 members 
Mstep: Class 13 contains 11340 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54501 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 26081 members 
Mstep: Class 22 contains 82589 members 
Mstep: Class 23 contains 76066 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533704.000000 Penalty: 45115.199219
Iteration 249Q: 22 clusters Score -6.95337e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 18683 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 96755 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56578 members 
Mstep: Class 12 contains 76137 members 
Mstep: Class 13 contains 11343 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54474 members 
Mstep: Class 16 contains 22270 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 26006 members 
Mstep: Class 22 contains 82496 members 
Mstep: Class 23 contains 76417 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533784.000000 Penalty: 45115.199219
Iteration 250Q: 22 clusters Score -6.953378e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 18693 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3419 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 96673 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56557 members 
Mstep: Class 12 contains 76089 members 
Mstep: Class 13 contains 11342 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54440 members 
Mstep: Class 16 contains 22292 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25921 members 
Mstep: Class 22 contains 82393 members 
Mstep: Class 23 contains 76767 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533672.000000 Penalty: 45115.199219
Iteration 251Q: 22 clusters Score -6.953367e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 18710 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 4069 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 96596 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56554 members 
Mstep: Class 12 contains 76050 members 
Mstep: Class 13 contains 11341 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54408 members 
Mstep: Class 16 contains 22302 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25831 members 
Mstep: Class 22 contains 82287 members 
Mstep: Class 23 contains 77088 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533696.000000 Penalty: 45115.199219
Iteration 252Q: 22 clusters Score -6.95337e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 18725 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 96519 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56536 members 
Mstep: Class 12 contains 76012 members 
Mstep: Class 13 contains 11339 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54378 members 
Mstep: Class 16 contains 22315 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25744 members 
Mstep: Class 22 contains 82210 members 
Mstep: Class 23 contains 77399 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533520.000000 Penalty: 45115.199219
Iteration 253Q: 22 clusters Score -6.953352e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 18742 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 96421 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56509 members 
Mstep: Class 12 contains 75976 members 
Mstep: Class 13 contains 11334 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54341 members 
Mstep: Class 16 contains 22333 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25659 members 
Mstep: Class 22 contains 82135 members 
Mstep: Class 23 contains 77729 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533408.000000 Penalty: 45115.199219
Iteration 254Q: 22 clusters Score -6.953341e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 18751 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3421 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 96317 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56502 members 
Mstep: Class 12 contains 75954 members 
Mstep: Class 13 contains 11331 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54308 members 
Mstep: Class 16 contains 22344 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25577 members 
Mstep: Class 22 contains 82064 members 
Mstep: Class 23 contains 78035 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533456.000000 Penalty: 45115.199219
Iteration 255Q: 22 clusters Score -6.953346e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 18764 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 96225 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56473 members 
Mstep: Class 12 contains 75937 members 
Mstep: Class 13 contains 11329 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54271 members 
Mstep: Class 16 contains 22337 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25508 members 
Mstep: Class 22 contains 81986 members 
Mstep: Class 23 contains 78355 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533504.000000 Penalty: 45115.199219
Iteration 256Q: 22 clusters Score -6.95335e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 18767 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3423 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 96126 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56435 members 
Mstep: Class 12 contains 75906 members 
Mstep: Class 13 contains 11329 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54231 members 
Mstep: Class 16 contains 22342 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25455 members 
Mstep: Class 22 contains 81909 members 
Mstep: Class 23 contains 78692 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533408.000000 Penalty: 45115.199219
Iteration 257Q: 22 clusters Score -6.953341e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 18780 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3425 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 96001 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56405 members 
Mstep: Class 12 contains 75867 members 
Mstep: Class 13 contains 11328 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54192 members 
Mstep: Class 16 contains 22362 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25389 members 
Mstep: Class 22 contains 81831 members 
Mstep: Class 23 contains 79047 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533416.000000 Penalty: 45115.199219
Iteration 258Q: 22 clusters Score -6.953342e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 18789 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3430 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 95854 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56389 members 
Mstep: Class 12 contains 75836 members 
Mstep: Class 13 contains 11321 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54154 members 
Mstep: Class 16 contains 22370 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25321 members 
Mstep: Class 22 contains 81782 members 
Mstep: Class 23 contains 79381 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533240.000000 Penalty: 45115.199219
Iteration 259Q: 22 clusters Score -6.953324e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18799 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 4094 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 95696 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56366 members 
Mstep: Class 12 contains 75803 members 
Mstep: Class 13 contains 11316 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54110 members 
Mstep: Class 16 contains 22384 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25251 members 
Mstep: Class 22 contains 81725 members 
Mstep: Class 23 contains 79750 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533296.000000 Penalty: 45115.199219
Iteration 260F: 22 clusters Score -6.95333e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3435 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 95568 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56341 members 
Mstep: Class 12 contains 75762 members 
Mstep: Class 13 contains 11312 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54087 members 
Mstep: Class 16 contains 22394 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25173 members 
Mstep: Class 22 contains 81663 members 
Mstep: Class 23 contains 80098 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533376.000000 Penalty: 45115.199219
Iteration 261Q: 22 clusters Score -6.953338e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 18835 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3437 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 95418 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56315 members 
Mstep: Class 12 contains 75727 members 
Mstep: Class 13 contains 11310 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54073 members 
Mstep: Class 16 contains 22398 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25086 members 
Mstep: Class 22 contains 81608 members 
Mstep: Class 23 contains 80443 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533304.000000 Penalty: 45115.199219
Iteration 262Q: 22 clusters Score -6.95333e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 18853 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 95302 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56299 members 
Mstep: Class 12 contains 75674 members 
Mstep: Class 13 contains 11306 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54052 members 
Mstep: Class 16 contains 22402 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 25000 members 
Mstep: Class 22 contains 81540 members 
Mstep: Class 23 contains 80783 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533280.000000 Penalty: 45115.199219
Iteration 263Q: 22 clusters Score -6.953328e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 18870 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3447 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 95171 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56278 members 
Mstep: Class 12 contains 75620 members 
Mstep: Class 13 contains 11302 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54036 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24912 members 
Mstep: Class 22 contains 81485 members 
Mstep: Class 23 contains 81126 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533288.000000 Penalty: 45115.199219
Iteration 264Q: 22 clusters Score -6.953329e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 18873 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 95054 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56237 members 
Mstep: Class 12 contains 75597 members 
Mstep: Class 13 contains 11299 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 54018 members 
Mstep: Class 16 contains 22416 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24816 members 
Mstep: Class 22 contains 81432 members 
Mstep: Class 23 contains 81468 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533368.000000 Penalty: 45115.199219
Iteration 265Q: 22 clusters Score -6.953337e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 18883 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 94942 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56196 members 
Mstep: Class 12 contains 75556 members 
Mstep: Class 13 contains 11300 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53988 members 
Mstep: Class 16 contains 22430 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24727 members 
Mstep: Class 22 contains 81404 members 
Mstep: Class 23 contains 81783 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533464.000000 Penalty: 45115.199219
Iteration 266Q: 22 clusters Score -6.953346e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18892 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 94842 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56165 members 
Mstep: Class 12 contains 75519 members 
Mstep: Class 13 contains 11296 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53957 members 
Mstep: Class 16 contains 22432 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24651 members 
Mstep: Class 22 contains 81358 members 
Mstep: Class 23 contains 82091 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533448.000000 Penalty: 45115.199219
Iteration 267Q: 22 clusters Score -6.953345e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3459 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 94733 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56145 members 
Mstep: Class 12 contains 75487 members 
Mstep: Class 13 contains 11287 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53931 members 
Mstep: Class 16 contains 22451 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24566 members 
Mstep: Class 22 contains 81305 members 
Mstep: Class 23 contains 82391 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533528.000000 Penalty: 45115.199219
Iteration 268Q: 22 clusters Score -6.953353e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18897 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3463 members 
Mstep: Class 6 contains 4136 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 94599 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56130 members 
Mstep: Class 12 contains 75469 members 
Mstep: Class 13 contains 11286 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53899 members 
Mstep: Class 16 contains 22474 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24486 members 
Mstep: Class 22 contains 81255 members 
Mstep: Class 23 contains 82687 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533592.000000 Penalty: 45115.199219
Iteration 269Q: 22 clusters Score -6.953359e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18904 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 94453 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56121 members 
Mstep: Class 12 contains 75441 members 
Mstep: Class 13 contains 11285 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53872 members 
Mstep: Class 16 contains 22486 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24407 members 
Mstep: Class 22 contains 81226 members 
Mstep: Class 23 contains 82974 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533496.000000 Penalty: 45115.199219
Iteration 270Q: 22 clusters Score -6.95335e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18906 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3468 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 94329 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56102 members 
Mstep: Class 12 contains 75412 members 
Mstep: Class 13 contains 11284 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53846 members 
Mstep: Class 16 contains 22500 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24337 members 
Mstep: Class 22 contains 81191 members 
Mstep: Class 23 contains 83265 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 45115.199219
Iteration 271Q: 22 clusters Score -6.953336e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18918 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 94226 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56085 members 
Mstep: Class 12 contains 75384 members 
Mstep: Class 13 contains 11285 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53823 members 
Mstep: Class 16 contains 22515 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24249 members 
Mstep: Class 22 contains 81147 members 
Mstep: Class 23 contains 83544 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533368.000000 Penalty: 45115.199219
Iteration 272Q: 22 clusters Score -6.953337e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18930 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 4162 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 94105 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56072 members 
Mstep: Class 12 contains 75357 members 
Mstep: Class 13 contains 11284 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53800 members 
Mstep: Class 16 contains 22530 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24156 members 
Mstep: Class 22 contains 81120 members 
Mstep: Class 23 contains 83818 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533432.000000 Penalty: 45115.199219
Iteration 273Q: 22 clusters Score -6.953343e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18950 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 4163 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 93989 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56051 members 
Mstep: Class 12 contains 75327 members 
Mstep: Class 13 contains 11277 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53778 members 
Mstep: Class 16 contains 22527 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 24057 members 
Mstep: Class 22 contains 81080 members 
Mstep: Class 23 contains 84137 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533456.000000 Penalty: 45115.199219
Iteration 274Q: 22 clusters Score -6.953346e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18963 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3477 members 
Mstep: Class 6 contains 4167 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 93892 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56017 members 
Mstep: Class 12 contains 75298 members 
Mstep: Class 13 contains 11272 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53752 members 
Mstep: Class 16 contains 22523 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 23945 members 
Mstep: Class 22 contains 81034 members 
Mstep: Class 23 contains 84482 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533416.000000 Penalty: 45115.199219
Iteration 275Q: 22 clusters Score -6.953342e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 18975 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 4170 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 93786 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56008 members 
Mstep: Class 12 contains 75254 members 
Mstep: Class 13 contains 11271 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53709 members 
Mstep: Class 16 contains 22518 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 23817 members 
Mstep: Class 22 contains 80970 members 
Mstep: Class 23 contains 84879 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533480.000000 Penalty: 45115.199219
Iteration 276Q: 22 clusters Score -6.953348e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 18981 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 93676 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56001 members 
Mstep: Class 12 contains 75222 members 
Mstep: Class 13 contains 11269 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53675 members 
Mstep: Class 16 contains 22503 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 23695 members 
Mstep: Class 22 contains 80912 members 
Mstep: Class 23 contains 85256 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533440.000000 Penalty: 45115.199219
Iteration 277Q: 22 clusters Score -6.953344e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 18983 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 4176 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 93566 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55982 members 
Mstep: Class 12 contains 75181 members 
Mstep: Class 13 contains 11270 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53631 members 
Mstep: Class 16 contains 22494 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 23574 members 
Mstep: Class 22 contains 80850 members 
Mstep: Class 23 contains 85653 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533536.000000 Penalty: 45115.199219
Iteration 278Q: 22 clusters Score -6.953354e+07 nChanged 718
Entering ConstructFrom: 
Score: -69533536.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (17877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Entering Unmasked Estep 
Score: -2252312.250000 Penalty: 1591.081421
	Iteration 0F: 2 clusters Score -2252312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2240102.750000 Penalty: 3182.162842
	Iteration 0F: 3 clusters Score -2240103 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2244427.500000 Penalty: 3182.162842
	Iteration 1F: 3 clusters Score -2244428 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2244767.250000 Penalty: 3182.162842
	Iteration 2F: 3 clusters Score -2244767 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2245078.750000 Penalty: 3182.162842
	Iteration 3Q: 3 clusters Score -2245079 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2245444.500000 Penalty: 3182.162842
	Iteration 4Q: 3 clusters Score -2245444 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2245873.250000 Penalty: 3182.162842
	Iteration 5Q: 3 clusters Score -2245873 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2246374.750000 Penalty: 3182.162842
	Iteration 6F: 3 clusters Score -2246375 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2246981.250000 Penalty: 3182.162842
	Iteration 7F: 3 clusters Score -2246981 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2247606.250000 Penalty: 3182.162842
	Iteration 8F: 3 clusters Score -2247606 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2248264.750000 Penalty: 3182.162842
	Iteration 9F: 3 clusters Score -2248265 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2248913.250000 Penalty: 3182.162842
	Iteration 10Q: 3 clusters Score -2248913 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2249494.750000 Penalty: 3182.162842
	Iteration 11Q: 3 clusters Score -2249495 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2249947.500000 Penalty: 3182.162842
	Iteration 12Q: 3 clusters Score -2249948 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2250314.250000 Penalty: 3182.162842
	Iteration 13Q: 3 clusters Score -2250314 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2250526.000000 Penalty: 3182.162842
	Iteration 14Q: 3 clusters Score -2250526 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2250664.500000 Penalty: 3182.162842
	Iteration 15Q: 3 clusters Score -2250664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2250748.000000 Penalty: 3182.162842
	Iteration 16Q: 3 clusters Score -2250748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2250799.250000 Penalty: 3182.162842
	Iteration 17Q: 3 clusters Score -2250799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2250836.000000 Penalty: 3182.162842
	Iteration 18Q: 3 clusters Score -2250836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2250854.250000 Penalty: 3182.162842
	Iteration 19Q: 3 clusters Score -2250854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2250872.750000 Penalty: 3182.162842
	Iteration 20F: 3 clusters Score -2250873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2250880.000000 Penalty: 3182.162842
	Iteration 21Q: 3 clusters Score -2250880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2250887.000000 Penalty: 3182.162842
	Iteration 22Q: 3 clusters Score -2250887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2250897.250000 Penalty: 3182.162842
	Iteration 23Q: 3 clusters Score -2250897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2250901.750000 Penalty: 3182.162842
	Iteration 24Q: 3 clusters Score -2250902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2250908.000000 Penalty: 3182.162842
	Iteration 25Q: 3 clusters Score -2250908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2250909.000000 Penalty: 3182.162842
	Iteration 26Q: 3 clusters Score -2250909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2250908.750000 Penalty: 3182.162842
	Iteration 27Q: 3 clusters Score -2250909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2250909.000000 Penalty: 3182.162842
	Iteration 28Q: 3 clusters Score -2250909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2250909.500000 Penalty: 3182.162842
	Iteration 29Q: 3 clusters Score -2250910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2250909.500000 Penalty: 3182.162842
	Iteration 30F: 3 clusters Score -2250910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -106958.421875 Penalty: 1108.429932
	Iteration 0F: 2 clusters Score -106958.4 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 440 members 
Entering Unmasked Estep 
Score: -105581.742188 Penalty: 2216.859863
	Iteration 0F: 3 clusters Score -105581.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105858.765625 Penalty: 2216.859863
	Iteration 1F: 3 clusters Score -105858.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105977.218750 Penalty: 2216.859863
	Iteration 2F: 3 clusters Score -105977.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106072.265625 Penalty: 2216.859863
	Iteration 3F: 3 clusters Score -106072.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106137.070312 Penalty: 2216.859863
	Iteration 4F: 3 clusters Score -106137.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -106191.882812 Penalty: 2216.859863
	Iteration 5Q: 3 clusters Score -106191.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106230.632812 Penalty: 2216.859863
	Iteration 6Q: 3 clusters Score -106230.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -106262.304688 Penalty: 2216.859863
	Iteration 7Q: 3 clusters Score -106262.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -106309.812500 Penalty: 2216.859863
	Iteration 8Q: 3 clusters Score -106309.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -106333.656250 Penalty: 2216.859863
	Iteration 9Q: 3 clusters Score -106333.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -106360.476562 Penalty: 2216.859863
	Iteration 10Q: 3 clusters Score -106360.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -106374.335938 Penalty: 2216.859863
	Iteration 11Q: 3 clusters Score -106374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106379.843750 Penalty: 2216.859863
	Iteration 12Q: 3 clusters Score -106379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106383.398438 Penalty: 2216.859863
	Iteration 13Q: 3 clusters Score -106383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -106384.085938 Penalty: 2216.859863
	Iteration 14Q: 3 clusters Score -106384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -106384.343750 Penalty: 2216.859863
	Iteration 15F: 3 clusters Score -106384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106389.750000 Penalty: 2216.859863
	Iteration 16Q: 3 clusters Score -106389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106392.554688 Penalty: 2216.859863
	Iteration 17Q: 3 clusters Score -106392.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106392.554688 Penalty: 2216.859863
	Iteration 18F: 3 clusters Score -106392.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Entering Unmasked Estep 
Score: -2459196.750000 Penalty: 1600.904663
	Iteration 0F: 2 clusters Score -2459197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2446208.500000 Penalty: 3201.809326
	Iteration 0F: 3 clusters Score -2446208 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2451099.500000 Penalty: 3201.809326
	Iteration 1F: 3 clusters Score -2451100 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2451655.500000 Penalty: 3201.809326
	Iteration 2F: 3 clusters Score -2451656 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2452394.250000 Penalty: 3201.809326
	Iteration 3F: 3 clusters Score -2452394 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2453202.750000 Penalty: 3201.809326
	Iteration 4F: 3 clusters Score -2453203 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2454093.750000 Penalty: 3201.809326
	Iteration 5F: 3 clusters Score -2454094 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2455005.000000 Penalty: 3201.809326
	Iteration 6F: 3 clusters Score -2455005 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2455753.000000 Penalty: 3201.809326
	Iteration 7F: 3 clusters Score -2455753 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2456245.250000 Penalty: 3201.809326
	Iteration 8Q: 3 clusters Score -2456245 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2456507.750000 Penalty: 3201.809326
	Iteration 9Q: 3 clusters Score -2456508 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2456642.000000 Penalty: 3201.809326
	Iteration 10Q: 3 clusters Score -2456642 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2456756.000000 Penalty: 3201.809326
	Iteration 11Q: 3 clusters Score -2456756 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2456829.000000 Penalty: 3201.809326
	Iteration 12Q: 3 clusters Score -2456829 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2456903.500000 Penalty: 3201.809326
	Iteration 13Q: 3 clusters Score -2456904 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2456977.000000 Penalty: 3201.809326
	Iteration 14Q: 3 clusters Score -2456977 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2457030.250000 Penalty: 3201.809326
	Iteration 15Q: 3 clusters Score -2457030 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2457097.750000 Penalty: 3201.809326
	Iteration 16Q: 3 clusters Score -2457098 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2457156.750000 Penalty: 3201.809326
	Iteration 17Q: 3 clusters Score -2457157 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2457251.500000 Penalty: 3201.809326
	Iteration 18Q: 3 clusters Score -2457252 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2457318.250000 Penalty: 3201.809326
	Iteration 19Q: 3 clusters Score -2457318 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2457396.250000 Penalty: 3201.809326
	Iteration 20F: 3 clusters Score -2457396 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2457467.250000 Penalty: 3201.809326
	Iteration 21Q: 3 clusters Score -2457467 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2457531.250000 Penalty: 3201.809326
	Iteration 22Q: 3 clusters Score -2457531 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2457588.500000 Penalty: 3201.809326
	Iteration 23Q: 3 clusters Score -2457588 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2457635.000000 Penalty: 3201.809326
	Iteration 24Q: 3 clusters Score -2457635 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2457674.500000 Penalty: 3201.809326
	Iteration 25Q: 3 clusters Score -2457674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2457709.000000 Penalty: 3201.809326
	Iteration 26Q: 3 clusters Score -2457709 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2457742.250000 Penalty: 3201.809326
	Iteration 27Q: 3 clusters Score -2457742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2457762.250000 Penalty: 3201.809326
	Iteration 28Q: 3 clusters Score -2457762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2457798.000000 Penalty: 3201.809326
	Iteration 29Q: 3 clusters Score -2457798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2457829.000000 Penalty: 3201.809326
	Iteration 30Q: 3 clusters Score -2457829 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2457850.000000 Penalty: 3201.809326
	Iteration 31Q: 3 clusters Score -2457850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2457885.000000 Penalty: 3201.809326
	Iteration 32Q: 3 clusters Score -2457885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2457913.000000 Penalty: 3201.809326
	Iteration 33Q: 3 clusters Score -2457913 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2457930.750000 Penalty: 3201.809326
	Iteration 34Q: 3 clusters Score -2457931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2457948.250000 Penalty: 3201.809326
	Iteration 35Q: 3 clusters Score -2457948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2457963.250000 Penalty: 3201.809326
	Iteration 36Q: 3 clusters Score -2457963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2457976.250000 Penalty: 3201.809326
	Iteration 37Q: 3 clusters Score -2457976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2457989.500000 Penalty: 3201.809326
	Iteration 38Q: 3 clusters Score -2457990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2458006.500000 Penalty: 3201.809326
	Iteration 39Q: 3 clusters Score -2458006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2458034.000000 Penalty: 3201.809326
	Iteration 40F: 3 clusters Score -2458034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2458054.000000 Penalty: 3201.809326
	Iteration 41Q: 3 clusters Score -2458054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2458069.750000 Penalty: 3201.809326
	Iteration 42Q: 3 clusters Score -2458070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2458093.250000 Penalty: 3201.809326
	Iteration 43Q: 3 clusters Score -2458093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2458105.250000 Penalty: 3201.809326
	Iteration 44Q: 3 clusters Score -2458105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2458111.750000 Penalty: 3201.809326
	Iteration 45Q: 3 clusters Score -2458112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2458115.250000 Penalty: 3201.809326
	Iteration 46Q: 3 clusters Score -2458115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2458119.000000 Penalty: 3201.809326
	Iteration 47Q: 3 clusters Score -2458119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2458132.000000 Penalty: 3201.809326
	Iteration 48Q: 3 clusters Score -2458132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2458139.750000 Penalty: 3201.809326
	Iteration 49Q: 3 clusters Score -2458140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2458145.250000 Penalty: 3201.809326
	Iteration 50Q: 3 clusters Score -2458145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2458146.000000 Penalty: 3201.809326
	Iteration 51Q: 3 clusters Score -2458146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2458145.500000 Penalty: 3201.809326
	Iteration 52Q: 3 clusters Score -2458146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2458147.500000 Penalty: 3201.809326
	Iteration 53Q: 3 clusters Score -2458148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2458150.000000 Penalty: 3201.809326
	Iteration 54Q: 3 clusters Score -2458150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2458149.750000 Penalty: 3201.809326
	Iteration 55Q: 3 clusters Score -2458150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2458149.250000 Penalty: 3201.809326
	Iteration 56Q: 3 clusters Score -2458149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2458151.250000 Penalty: 3201.809326
	Iteration 57Q: 3 clusters Score -2458151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2458150.250000 Penalty: 3201.809326
	Iteration 58Q: 3 clusters Score -2458150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2458151.000000 Penalty: 3201.809326
	Iteration 59Q: 3 clusters Score -2458151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2458152.750000 Penalty: 3201.809326
	Iteration 60F: 3 clusters Score -2458153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2458154.500000 Penalty: 3201.809326
	Iteration 61Q: 3 clusters Score -2458154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2458158.500000 Penalty: 3201.809326
	Iteration 62Q: 3 clusters Score -2458158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2458159.000000 Penalty: 3201.809326
	Iteration 63Q: 3 clusters Score -2458159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2458161.500000 Penalty: 3201.809326
	Iteration 64Q: 3 clusters Score -2458162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2458162.250000 Penalty: 3201.809326
	Iteration 65Q: 3 clusters Score -2458162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2458164.250000 Penalty: 3201.809326
	Iteration 66Q: 3 clusters Score -2458164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2458163.750000 Penalty: 3201.809326
	Iteration 67Q: 3 clusters Score -2458164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2458163.750000 Penalty: 3201.809326
	Iteration 68F: 3 clusters Score -2458164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -7587.351074 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -7587.351 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 91 members 
Entering Unmasked Estep 
Score: -6940.304688 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -6940.305 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7098.472656 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -7098.473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7180.338867 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -7180.339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7203.434082 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -7203.434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7251.135742 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -7251.136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7290.497559 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -7290.498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7324.116211 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -7324.116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7396.731934 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -7396.732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7475.854980 Penalty: 1720.324097
	Iteration 8Q: 3 clusters Score -7475.855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7495.929199 Penalty: 1720.324097
	Iteration 9Q: 3 clusters Score -7495.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7495.929199 Penalty: 1720.324097
	Iteration 10F: 3 clusters Score -7495.929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -422034.593750 Penalty: 1324.966187
	Iteration 0F: 2 clusters Score -422034.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -418934.468750 Penalty: 2649.932373
	Iteration 0F: 3 clusters Score -418934.5 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -419755.093750 Penalty: 2649.932373
	Iteration 1F: 3 clusters Score -419755.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -419920.281250 Penalty: 2649.932373
	Iteration 2F: 3 clusters Score -419920.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -420025.656250 Penalty: 2649.932373
	Iteration 3F: 3 clusters Score -420025.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -420078.968750 Penalty: 2649.932373
	Iteration 4Q: 3 clusters Score -420079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -420113.156250 Penalty: 2649.932373
	Iteration 5Q: 3 clusters Score -420113.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -420141.031250 Penalty: 2649.932373
	Iteration 6Q: 3 clusters Score -420141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -420174.812500 Penalty: 2649.932373
	Iteration 7Q: 3 clusters Score -420174.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -420202.031250 Penalty: 2649.932373
	Iteration 8Q: 3 clusters Score -420202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -420226.437500 Penalty: 2649.932373
	Iteration 9Q: 3 clusters Score -420226.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -420250.812500 Penalty: 2649.932373
	Iteration 10Q: 3 clusters Score -420250.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -420268.031250 Penalty: 2649.932373
	Iteration 11Q: 3 clusters Score -420268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -420280.875000 Penalty: 2649.932373
	Iteration 12Q: 3 clusters Score -420280.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -420297.250000 Penalty: 2649.932373
	Iteration 13Q: 3 clusters Score -420297.2 nChanged 27
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: -420307.312500 Penalty: 2649.932373
	Iteration 14Q: 3 clusters Score -420307.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -420322.375000 Penalty: 2649.932373
	Iteration 15Q: 3 clusters Score -420322.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -420341.406250 Penalty: 2649.932373
	Iteration 16Q: 3 clusters Score -420341.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -420356.437500 Penalty: 2649.932373
	Iteration 17Q: 3 clusters Score -420356.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -420371.062500 Penalty: 2649.932373
	Iteration 18Q: 3 clusters Score -420371.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -420379.218750 Penalty: 2649.932373
	Iteration 19Q: 3 clusters Score -420379.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -420388.500000 Penalty: 2649.932373
	Iteration 20F: 3 clusters Score -420388.5 nChanged 34
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: -420401.312500 Penalty: 2649.932373
	Iteration 21Q: 3 clusters Score -420401.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -420410.250000 Penalty: 2649.932373
	Iteration 22Q: 3 clusters Score -420410.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -420420.406250 Penalty: 2649.932373
	Iteration 23Q: 3 clusters Score -420420.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -420434.468750 Penalty: 2649.932373
	Iteration 24Q: 3 clusters Score -420434.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -420446.843750 Penalty: 2649.932373
	Iteration 25Q: 3 clusters Score -420446.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -420455.062500 Penalty: 2649.932373
	Iteration 26Q: 3 clusters Score -420455.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -420464.968750 Penalty: 2649.932373
	Iteration 27Q: 3 clusters Score -420465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -420476.500000 Penalty: 2649.932373
	Iteration 28Q: 3 clusters Score -420476.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -420485.656250 Penalty: 2649.932373
	Iteration 29Q: 3 clusters Score -420485.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -420495.375000 Penalty: 2649.932373
	Iteration 30Q: 3 clusters Score -420495.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -420505.687500 Penalty: 2649.932373
	Iteration 31Q: 3 clusters Score -420505.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -420526.093750 Penalty: 2649.932373
	Iteration 32Q: 3 clusters Score -420526.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -420560.625000 Penalty: 2649.932373
	Iteration 33Q: 3 clusters Score -420560.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -420599.687500 Penalty: 2649.932373
	Iteration 34Q: 3 clusters Score -420599.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -420647.562500 Penalty: 2649.932373
	Iteration 35Q: 3 clusters Score -420647.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -420698.375000 Penalty: 2649.932373
	Iteration 36Q: 3 clusters Score -420698.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -420746.656250 Penalty: 2649.932373
	Iteration 37Q: 3 clusters Score -420746.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -420801.187500 Penalty: 2649.932373
	Iteration 38Q: 3 clusters Score -420801.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -420838.906250 Penalty: 2649.932373
	Iteration 39Q: 3 clusters Score -420838.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -420863.531250 Penalty: 2649.932373
	Iteration 40F: 3 clusters Score -420863.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -420881.750000 Penalty: 2649.932373
	Iteration 41Q: 3 clusters Score -420881.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -420903.718750 Penalty: 2649.932373
	Iteration 42Q: 3 clusters Score -420903.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -420920.500000 Penalty: 2649.932373
	Iteration 43Q: 3 clusters Score -420920.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -420943.437500 Penalty: 2649.932373
	Iteration 44Q: 3 clusters Score -420943.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -420963.406250 Penalty: 2649.932373
	Iteration 45Q: 3 clusters Score -420963.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -420978.312500 Penalty: 2649.932373
	Iteration 46Q: 3 clusters Score -420978.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -420991.281250 Penalty: 2649.932373
	Iteration 47Q: 3 clusters Score -420991.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -421010.187500 Penalty: 2649.932373
	Iteration 48Q: 3 clusters Score -421010.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -421028.312500 Penalty: 2649.932373
	Iteration 49Q: 3 clusters Score -421028.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -421040.250000 Penalty: 2649.932373
	Iteration 50Q: 3 clusters Score -421040.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -421050.125000 Penalty: 2649.932373
	Iteration 51Q: 3 clusters Score -421050.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -421055.656250 Penalty: 2649.932373
	Iteration 52Q: 3 clusters Score -421055.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -421057.250000 Penalty: 2649.932373
	Iteration 53Q: 3 clusters Score -421057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -421059.750000 Penalty: 2649.932373
	Iteration 54Q: 3 clusters Score -421059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -421060.687500 Penalty: 2649.932373
	Iteration 55Q: 3 clusters Score -421060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -421061.875000 Penalty: 2649.932373
	Iteration 56Q: 3 clusters Score -421061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -421063.625000 Penalty: 2649.932373
	Iteration 57Q: 3 clusters Score -421063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -421064.312500 Penalty: 2649.932373
	Iteration 58Q: 3 clusters Score -421064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -421065.250000 Penalty: 2649.932373
	Iteration 59Q: 3 clusters Score -421065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -421065.406250 Penalty: 2649.932373
	Iteration 60F: 3 clusters Score -421065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -421065.968750 Penalty: 2649.932373
	Iteration 61Q: 3 clusters Score -421066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -421065.968750 Penalty: 2649.932373
	Iteration 62F: 3 clusters Score -421066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -518821.250000 Penalty: 1355.091187
	Iteration 0F: 2 clusters Score -518821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -515346.656250 Penalty: 2710.182373
	Iteration 0F: 3 clusters Score -515346.7 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -516255.437500 Penalty: 2710.182373
	Iteration 1F: 3 clusters Score -516255.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -516430.156250 Penalty: 2710.182373
	Iteration 2F: 3 clusters Score -516430.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -516541.718750 Penalty: 2710.182373
	Iteration 3F: 3 clusters Score -516541.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -516626.937500 Penalty: 2710.182373
	Iteration 4Q: 3 clusters Score -516626.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -516694.468750 Penalty: 2710.182373
	Iteration 5Q: 3 clusters Score -516694.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -516754.625000 Penalty: 2710.182373
	Iteration 6Q: 3 clusters Score -516754.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -516809.781250 Penalty: 2710.182373
	Iteration 7Q: 3 clusters Score -516809.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -516850.281250 Penalty: 2710.182373
	Iteration 8Q: 3 clusters Score -516850.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -516899.812500 Penalty: 2710.182373
	Iteration 9Q: 3 clusters Score -516899.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -516950.500000 Penalty: 2710.182373
	Iteration 10Q: 3 clusters Score -516950.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -517013.375000 Penalty: 2710.182373
	Iteration 11Q: 3 clusters Score -517013.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -517053.968750 Penalty: 2710.182373
	Iteration 12Q: 3 clusters Score -517054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -517098.750000 Penalty: 2710.182373
	Iteration 13Q: 3 clusters Score -517098.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -517146.343750 Penalty: 2710.182373
	Iteration 14Q: 3 clusters Score -517146.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -517194.406250 Penalty: 2710.182373
	Iteration 15Q: 3 clusters Score -517194.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -517229.562500 Penalty: 2710.182373
	Iteration 16Q: 3 clusters Score -517229.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -517260.718750 Penalty: 2710.182373
	Iteration 17Q: 3 clusters Score -517260.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -517290.000000 Penalty: 2710.182373
	Iteration 18Q: 3 clusters Score -517290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -517314.156250 Penalty: 2710.182373
	Iteration 19Q: 3 clusters Score -517314.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -517338.343750 Penalty: 2710.182373
	Iteration 20F: 3 clusters Score -517338.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -517367.250000 Penalty: 2710.182373
	Iteration 21Q: 3 clusters Score -517367.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -517397.312500 Penalty: 2710.182373
	Iteration 22Q: 3 clusters Score -517397.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -517427.375000 Penalty: 2710.182373
	Iteration 23Q: 3 clusters Score -517427.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -517454.343750 Penalty: 2710.182373
	Iteration 24Q: 3 clusters Score -517454.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -517476.250000 Penalty: 2710.182373
	Iteration 25Q: 3 clusters Score -517476.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -517494.531250 Penalty: 2710.182373
	Iteration 26Q: 3 clusters Score -517494.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -517511.187500 Penalty: 2710.182373
	Iteration 27Q: 3 clusters Score -517511.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -517524.000000 Penalty: 2710.182373
	Iteration 28Q: 3 clusters Score -517524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -517536.406250 Penalty: 2710.182373
	Iteration 29Q: 3 clusters Score -517536.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -517547.750000 Penalty: 2710.182373
	Iteration 30Q: 3 clusters Score -517547.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -517557.750000 Penalty: 2710.182373
	Iteration 31Q: 3 clusters Score -517557.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -517568.093750 Penalty: 2710.182373
	Iteration 32Q: 3 clusters Score -517568.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -517578.406250 Penalty: 2710.182373
	Iteration 33Q: 3 clusters Score -517578.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -517587.125000 Penalty: 2710.182373
	Iteration 34Q: 3 clusters Score -517587.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -517594.218750 Penalty: 2710.182373
	Iteration 35Q: 3 clusters Score -517594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -517600.343750 Penalty: 2710.182373
	Iteration 36Q: 3 clusters Score -517600.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -517609.125000 Penalty: 2710.182373
	Iteration 37Q: 3 clusters Score -517609.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -517615.750000 Penalty: 2710.182373
	Iteration 38Q: 3 clusters Score -517615.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -517619.875000 Penalty: 2710.182373
	Iteration 39Q: 3 clusters Score -517619.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -517623.625000 Penalty: 2710.182373
	Iteration 40F: 3 clusters Score -517623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -517626.000000 Penalty: 2710.182373
	Iteration 41Q: 3 clusters Score -517626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -517628.375000 Penalty: 2710.182373
	Iteration 42Q: 3 clusters Score -517628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -517630.218750 Penalty: 2710.182373
	Iteration 43Q: 3 clusters Score -517630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -517630.687500 Penalty: 2710.182373
	Iteration 44Q: 3 clusters Score -517630.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -517630.875000 Penalty: 2710.182373
	Iteration 45Q: 3 clusters Score -517630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -517630.875000 Penalty: 2710.182373
	Iteration 46F: 3 clusters Score -517630.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -289403.468750 Penalty: 1261.145142
	Iteration 0F: 2 clusters Score -289403.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -287093.250000 Penalty: 2522.290283
	Iteration 0F: 3 clusters Score -287093.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -287608.531250 Penalty: 2522.290283
	Iteration 1F: 3 clusters Score -287608.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -287711.218750 Penalty: 2522.290283
	Iteration 2F: 3 clusters Score -287711.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -287779.156250 Penalty: 2522.290283
	Iteration 3Q: 3 clusters Score -287779.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -287821.906250 Penalty: 2522.290283
	Iteration 4Q: 3 clusters Score -287821.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -287864.062500 Penalty: 2522.290283
	Iteration 5Q: 3 clusters Score -287864.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -287894.562500 Penalty: 2522.290283
	Iteration 6Q: 3 clusters Score -287894.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -287923.187500 Penalty: 2522.290283
	Iteration 7Q: 3 clusters Score -287923.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -287941.656250 Penalty: 2522.290283
	Iteration 8Q: 3 clusters Score -287941.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -287956.593750 Penalty: 2522.290283
	Iteration 9Q: 3 clusters Score -287956.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -287969.468750 Penalty: 2522.290283
	Iteration 10Q: 3 clusters Score -287969.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -287978.312500 Penalty: 2522.290283
	Iteration 11Q: 3 clusters Score -287978.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -287985.718750 Penalty: 2522.290283
	Iteration 12Q: 3 clusters Score -287985.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -287993.812500 Penalty: 2522.290283
	Iteration 13Q: 3 clusters Score -287993.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -287999.468750 Penalty: 2522.290283
	Iteration 14Q: 3 clusters Score -287999.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -288003.656250 Penalty: 2522.290283
	Iteration 15Q: 3 clusters Score -288003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -288009.156250 Penalty: 2522.290283
	Iteration 16Q: 3 clusters Score -288009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -288017.187500 Penalty: 2522.290283
	Iteration 17Q: 3 clusters Score -288017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -288019.531250 Penalty: 2522.290283
	Iteration 18Q: 3 clusters Score -288019.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -288022.343750 Penalty: 2522.290283
	Iteration 19Q: 3 clusters Score -288022.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -288027.750000 Penalty: 2522.290283
	Iteration 20F: 3 clusters Score -288027.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -288030.593750 Penalty: 2522.290283
	Iteration 21Q: 3 clusters Score -288030.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -288034.156250 Penalty: 2522.290283
	Iteration 22Q: 3 clusters Score -288034.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -288040.937500 Penalty: 2522.290283
	Iteration 23Q: 3 clusters Score -288040.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -288050.750000 Penalty: 2522.290283
	Iteration 24Q: 3 clusters Score -288050.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -288062.531250 Penalty: 2522.290283
	Iteration 25Q: 3 clusters Score -288062.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -288070.375000 Penalty: 2522.290283
	Iteration 26Q: 3 clusters Score -288070.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -288076.062500 Penalty: 2522.290283
	Iteration 27Q: 3 clusters Score -288076.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -288086.406250 Penalty: 2522.290283
	Iteration 28Q: 3 clusters Score -288086.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -288098.406250 Penalty: 2522.290283
	Iteration 29Q: 3 clusters Score -288098.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -288113.843750 Penalty: 2522.290283
	Iteration 30Q: 3 clusters Score -288113.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -288122.031250 Penalty: 2522.290283
	Iteration 31Q: 3 clusters Score -288122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -288139.031250 Penalty: 2522.290283
	Iteration 32Q: 3 clusters Score -288139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -288158.187500 Penalty: 2522.290283
	Iteration 33Q: 3 clusters Score -288158.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -288172.187500 Penalty: 2522.290283
	Iteration 34Q: 3 clusters Score -288172.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -288183.187500 Penalty: 2522.290283
	Iteration 35Q: 3 clusters Score -288183.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -288193.468750 Penalty: 2522.290283
	Iteration 36Q: 3 clusters Score -288193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -288200.562500 Penalty: 2522.290283
	Iteration 37Q: 3 clusters Score -288200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -288204.562500 Penalty: 2522.290283
	Iteration 38Q: 3 clusters Score -288204.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -288208.437500 Penalty: 2522.290283
	Iteration 39Q: 3 clusters Score -288208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -288214.437500 Penalty: 2522.290283
	Iteration 40F: 3 clusters Score -288214.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -288220.406250 Penalty: 2522.290283
	Iteration 41Q: 3 clusters Score -288220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -288223.781250 Penalty: 2522.290283
	Iteration 42Q: 3 clusters Score -288223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -288225.750000 Penalty: 2522.290283
	Iteration 43Q: 3 clusters Score -288225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -288226.468750 Penalty: 2522.290283
	Iteration 44Q: 3 clusters Score -288226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -288226.937500 Penalty: 2522.290283
	Iteration 45Q: 3 clusters Score -288226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -288229.656250 Penalty: 2522.290283
	Iteration 46Q: 3 clusters Score -288229.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -288234.062500 Penalty: 2522.290283
	Iteration 47Q: 3 clusters Score -288234.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -288242.281250 Penalty: 2522.290283
	Iteration 48Q: 3 clusters Score -288242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -288247.281250 Penalty: 2522.290283
	Iteration 49Q: 3 clusters Score -288247.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -288251.468750 Penalty: 2522.290283
	Iteration 50Q: 3 clusters Score -288251.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -288259.812500 Penalty: 2522.290283
	Iteration 51Q: 3 clusters Score -288259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -288270.937500 Penalty: 2522.290283
	Iteration 52Q: 3 clusters Score -288270.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -288284.406250 Penalty: 2522.290283
	Iteration 53Q: 3 clusters Score -288284.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -288296.781250 Penalty: 2522.290283
	Iteration 54Q: 3 clusters Score -288296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -288311.968750 Penalty: 2522.290283
	Iteration 55Q: 3 clusters Score -288312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -288325.562500 Penalty: 2522.290283
	Iteration 56Q: 3 clusters Score -288325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -288328.343750 Penalty: 2522.290283
	Iteration 57Q: 3 clusters Score -288328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -288331.500000 Penalty: 2522.290283
	Iteration 58Q: 3 clusters Score -288331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -288333.687500 Penalty: 2522.290283
	Iteration 59Q: 3 clusters Score -288333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -288334.718750 Penalty: 2522.290283
	Iteration 60F: 3 clusters Score -288334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -288339.281250 Penalty: 2522.290283
	Iteration 61Q: 3 clusters Score -288339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -288342.093750 Penalty: 2522.290283
	Iteration 62Q: 3 clusters Score -288342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -288346.937500 Penalty: 2522.290283
	Iteration 63Q: 3 clusters Score -288346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -288352.937500 Penalty: 2522.290283
	Iteration 64Q: 3 clusters Score -288352.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -288355.843750 Penalty: 2522.290283
	Iteration 65Q: 3 clusters Score -288355.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -288360.500000 Penalty: 2522.290283
	Iteration 66Q: 3 clusters Score -288360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -288366.781250 Penalty: 2522.290283
	Iteration 67Q: 3 clusters Score -288366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -288377.656250 Penalty: 2522.290283
	Iteration 68Q: 3 clusters Score -288377.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -288400.312500 Penalty: 2522.290283
	Iteration 69Q: 3 clusters Score -288400.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -288412.531250 Penalty: 2522.290283
	Iteration 70Q: 3 clusters Score -288412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -288419.843750 Penalty: 2522.290283
	Iteration 71Q: 3 clusters Score -288419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -288424.812500 Penalty: 2522.290283
	Iteration 72Q: 3 clusters Score -288424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -288428.687500 Penalty: 2522.290283
	Iteration 73Q: 3 clusters Score -288428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -288430.312500 Penalty: 2522.290283
	Iteration 74Q: 3 clusters Score -288430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -288436.000000 Penalty: 2522.290283
	Iteration 75Q: 3 clusters Score -288436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -288436.937500 Penalty: 2522.290283
	Iteration 76Q: 3 clusters Score -288436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -288437.281250 Penalty: 2522.290283
	Iteration 77Q: 3 clusters Score -288437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -288437.781250 Penalty: 2522.290283
	Iteration 78Q: 3 clusters Score -288437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -288440.312500 Penalty: 2522.290283
	Iteration 79Q: 3 clusters Score -288440.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -288464.125000 Penalty: 2522.290283
	Iteration 80F: 3 clusters Score -288464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -288507.437500 Penalty: 2522.290283
	Iteration 81Q: 3 clusters Score -288507.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -288548.468750 Penalty: 2522.290283
	Iteration 82Q: 3 clusters Score -288548.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -288582.187500 Penalty: 2522.290283
	Iteration 83Q: 3 clusters Score -288582.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -288604.937500 Penalty: 2522.290283
	Iteration 84Q: 3 clusters Score -288604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -288619.625000 Penalty: 2522.290283
	Iteration 85Q: 3 clusters Score -288619.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -288630.593750 Penalty: 2522.290283
	Iteration 86Q: 3 clusters Score -288630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -288637.937500 Penalty: 2522.290283
	Iteration 87Q: 3 clusters Score -288637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -288645.875000 Penalty: 2522.290283
	Iteration 88Q: 3 clusters Score -288645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -288649.656250 Penalty: 2522.290283
	Iteration 89Q: 3 clusters Score -288649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -288652.812500 Penalty: 2522.290283
	Iteration 90Q: 3 clusters Score -288652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -288657.281250 Penalty: 2522.290283
	Iteration 91Q: 3 clusters Score -288657.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -288663.218750 Penalty: 2522.290283
	Iteration 92Q: 3 clusters Score -288663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -288670.343750 Penalty: 2522.290283
	Iteration 93Q: 3 clusters Score -288670.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -288673.968750 Penalty: 2522.290283
	Iteration 94Q: 3 clusters Score -288674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -288677.562500 Penalty: 2522.290283
	Iteration 95Q: 3 clusters Score -288677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -288678.687500 Penalty: 2522.290283
	Iteration 96Q: 3 clusters Score -288678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -288681.593750 Penalty: 2522.290283
	Iteration 97F: 3 clusters Score -288681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -288682.750000 Penalty: 2522.290283
	Iteration 98Q: 3 clusters Score -288682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -288682.750000 Penalty: 2522.290283
	Iteration 99F: 3 clusters Score -288682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Entering Unmasked Estep 
Score: -12007347.000000 Penalty: 1859.847290
	Iteration 0F: 2 clusters Score -1.200735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -11947299.000000 Penalty: 3719.694580
	Iteration 0F: 3 clusters Score -1.19473e+07 nChanged 44635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -11973163.000000 Penalty: 3719.694580
	Iteration 1F: 3 clusters Score -1.197316e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -11974052.000000 Penalty: 3719.694580
	Iteration 2Q: 3 clusters Score -1.197405e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -11975244.000000 Penalty: 3719.694580
	Iteration 3Q: 3 clusters Score -1.197524e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -11977086.000000 Penalty: 3719.694580
	Iteration 4Q: 3 clusters Score -1.197709e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -11980358.000000 Penalty: 3719.694580
	Iteration 5F: 3 clusters Score -1.198036e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -11985794.000000 Penalty: 3719.694580
	Iteration 6F: 3 clusters Score -1.198579e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -11993038.000000 Penalty: 3719.694580
	Iteration 7F: 3 clusters Score -1.199304e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86003 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -11999367.000000 Penalty: 3719.694580
	Iteration 8F: 3 clusters Score -1.199937e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -12003217.000000 Penalty: 3719.694580
	Iteration 9Q: 3 clusters Score -1.200322e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92196 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -12004766.000000 Penalty: 3719.694580
	Iteration 10Q: 3 clusters Score -1.200477e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92841 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12005328.000000 Penalty: 3719.694580
	Iteration 11Q: 3 clusters Score -1.200533e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12005556.000000 Penalty: 3719.694580
	Iteration 12Q: 3 clusters Score -1.200556e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93120 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12005642.000000 Penalty: 3719.694580
	Iteration 13Q: 3 clusters Score -1.200564e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93133 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12005680.000000 Penalty: 3719.694580
	Iteration 14Q: 3 clusters Score -1.200568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12005705.000000 Penalty: 3719.694580
	Iteration 15Q: 3 clusters Score -1.20057e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12005735.000000 Penalty: 3719.694580
	Iteration 16Q: 3 clusters Score -1.200574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12005755.000000 Penalty: 3719.694580
	Iteration 17Q: 3 clusters Score -1.200576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12005769.000000 Penalty: 3719.694580
	Iteration 18Q: 3 clusters Score -1.200577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12005769.000000 Penalty: 3719.694580
	Iteration 19Q: 3 clusters Score -1.200577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12005765.000000 Penalty: 3719.694580
	Iteration 20F: 3 clusters Score -1.200576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12005774.000000 Penalty: 3719.694580
	Iteration 21Q: 3 clusters Score -1.200577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12005781.000000 Penalty: 3719.694580
	Iteration 22Q: 3 clusters Score -1.200578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12005783.000000 Penalty: 3719.694580
	Iteration 23Q: 3 clusters Score -1.200578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12005794.000000 Penalty: 3719.694580
	Iteration 24Q: 3 clusters Score -1.200579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12005797.000000 Penalty: 3719.694580
	Iteration 25Q: 3 clusters Score -1.20058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12005804.000000 Penalty: 3719.694580
	Iteration 26Q: 3 clusters Score -1.20058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12005807.000000 Penalty: 3719.694580
	Iteration 27Q: 3 clusters Score -1.200581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12005819.000000 Penalty: 3719.694580
	Iteration 28Q: 3 clusters Score -1.200582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12005819.000000 Penalty: 3719.694580
	Iteration 29Q: 3 clusters Score -1.200582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12005826.000000 Penalty: 3719.694580
	Iteration 30Q: 3 clusters Score -1.200583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12005827.000000 Penalty: 3719.694580
	Iteration 31Q: 3 clusters Score -1.200583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12005826.000000 Penalty: 3719.694580
	Iteration 32Q: 3 clusters Score -1.200583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12005830.000000 Penalty: 3719.694580
	Iteration 33Q: 3 clusters Score -1.200583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12005834.000000 Penalty: 3719.694580
	Iteration 34Q: 3 clusters Score -1.200583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12005825.000000 Penalty: 3719.694580
	Iteration 35Q: 3 clusters Score -1.200582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12005826.000000 Penalty: 3719.694580
	Iteration 36Q: 3 clusters Score -1.200583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12005826.000000 Penalty: 3719.694580
	Iteration 37F: 3 clusters Score -1.200583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -31205.593750 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -31205.59 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 172 members 
Entering Unmasked Estep 
Score: -30328.380859 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -30328.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30509.968750 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -30509.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30615.265625 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -30615.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30668.656250 Penalty: 1897.262329
	Iteration 3F: 3 clusters Score -30668.66 nChanged 14
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: -30721.789062 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -30721.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30798.673828 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -30798.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30852.212891 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -30852.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30876.039062 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -30876.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30899.302734 Penalty: 1897.262329
	Iteration 8Q: 3 clusters Score -30899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30908.417969 Penalty: 1897.262329
	Iteration 9Q: 3 clusters Score -30908.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30910.685547 Penalty: 1897.262329
	Iteration 10Q: 3 clusters Score -30910.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30910.685547 Penalty: 1897.262329
	Iteration 11F: 3 clusters Score -30910.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Entering Unmasked Estep 
Score: -7200984.000000 Penalty: 1776.484741
	Iteration 0F: 2 clusters Score -7200984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -7163913.500000 Penalty: 3552.969482
	Iteration 0F: 3 clusters Score -7163914 nChanged 26311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -7178643.000000 Penalty: 3552.969482
	Iteration 1F: 3 clusters Score -7178643 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -7179113.000000 Penalty: 3552.969482
	Iteration 2Q: 3 clusters Score -7179113 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -7179687.000000 Penalty: 3552.969482
	Iteration 3Q: 3 clusters Score -7179687 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -7180335.500000 Penalty: 3552.969482
	Iteration 4Q: 3 clusters Score -7180336 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -7181219.000000 Penalty: 3552.969482
	Iteration 5Q: 3 clusters Score -7181219 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -7182559.000000 Penalty: 3552.969482
	Iteration 6Q: 3 clusters Score -7182559 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -7184725.000000 Penalty: 3552.969482
	Iteration 7F: 3 clusters Score -7184725 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -7187769.000000 Penalty: 3552.969482
	Iteration 8F: 3 clusters Score -7187769 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -7191289.500000 Penalty: 3552.969482
	Iteration 9F: 3 clusters Score -7191290 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -7194501.500000 Penalty: 3552.969482
	Iteration 10F: 3 clusters Score -7194502 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -7196784.500000 Penalty: 3552.969482
	Iteration 11Q: 3 clusters Score -7196784 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -7198029.000000 Penalty: 3552.969482
	Iteration 12Q: 3 clusters Score -7198029 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -7198773.500000 Penalty: 3552.969482
	Iteration 13Q: 3 clusters Score -7198774 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -7199112.000000 Penalty: 3552.969482
	Iteration 14Q: 3 clusters Score -7199112 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -7199267.500000 Penalty: 3552.969482
	Iteration 15Q: 3 clusters Score -7199268 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -7199342.000000 Penalty: 3552.969482
	Iteration 16Q: 3 clusters Score -7199342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -7199391.000000 Penalty: 3552.969482
	Iteration 17Q: 3 clusters Score -7199391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -7199419.000000 Penalty: 3552.969482
	Iteration 18Q: 3 clusters Score -7199419 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -7199455.500000 Penalty: 3552.969482
	Iteration 19Q: 3 clusters Score -7199456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -7199506.500000 Penalty: 3552.969482
	Iteration 20F: 3 clusters Score -7199506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -7199531.500000 Penalty: 3552.969482
	Iteration 21Q: 3 clusters Score -7199532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -7199552.000000 Penalty: 3552.969482
	Iteration 22Q: 3 clusters Score -7199552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -7199563.500000 Penalty: 3552.969482
	Iteration 23Q: 3 clusters Score -7199564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -7199563.500000 Penalty: 3552.969482
	Iteration 24Q: 3 clusters Score -7199564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -7199565.000000 Penalty: 3552.969482
	Iteration 25Q: 3 clusters Score -7199565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -7199574.000000 Penalty: 3552.969482
	Iteration 26Q: 3 clusters Score -7199574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -7199580.000000 Penalty: 3552.969482
	Iteration 27Q: 3 clusters Score -7199580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -7199579.000000 Penalty: 3552.969482
	Iteration 28Q: 3 clusters Score -7199579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -7199584.000000 Penalty: 3552.969482
	Iteration 29Q: 3 clusters Score -7199584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -7199587.000000 Penalty: 3552.969482
	Iteration 30Q: 3 clusters Score -7199587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -7199588.000000 Penalty: 3552.969482
	Iteration 31Q: 3 clusters Score -7199588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -7199589.500000 Penalty: 3552.969482
	Iteration 32Q: 3 clusters Score -7199590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -7199591.500000 Penalty: 3552.969482
	Iteration 33Q: 3 clusters Score -7199592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -7199590.500000 Penalty: 3552.969482
	Iteration 34Q: 3 clusters Score -7199590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -7199590.500000 Penalty: 3552.969482
	Iteration 35F: 3 clusters Score -7199590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Entering Unmasked Estep 
Score: -9693592.000000 Penalty: 1824.411499
	Iteration 0F: 2 clusters Score -9693592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -9644114.000000 Penalty: 3648.822998
	Iteration 0F: 3 clusters Score -9644114 nChanged 35763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -9664648.000000 Penalty: 3648.822998
	Iteration 1F: 3 clusters Score -9664648 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -9665328.000000 Penalty: 3648.822998
	Iteration 2Q: 3 clusters Score -9665328 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -9666056.000000 Penalty: 3648.822998
	Iteration 3Q: 3 clusters Score -9666056 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -9667158.000000 Penalty: 3648.822998
	Iteration 4Q: 3 clusters Score -9667158 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -9668633.000000 Penalty: 3648.822998
	Iteration 5Q: 3 clusters Score -9668633 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -9670406.000000 Penalty: 3648.822998
	Iteration 6F: 3 clusters Score -9670406 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -9672993.000000 Penalty: 3648.822998
	Iteration 7F: 3 clusters Score -9672993 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -9676131.000000 Penalty: 3648.822998
	Iteration 8F: 3 clusters Score -9676131 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -9679263.000000 Penalty: 3648.822998
	Iteration 9F: 3 clusters Score -9679263 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -9681405.000000 Penalty: 3648.822998
	Iteration 10F: 3 clusters Score -9681405 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -9682331.000000 Penalty: 3648.822998
	Iteration 11Q: 3 clusters Score -9682331 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -9682726.000000 Penalty: 3648.822998
	Iteration 12Q: 3 clusters Score -9682726 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -9682864.000000 Penalty: 3648.822998
	Iteration 13Q: 3 clusters Score -9682864 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -9683048.000000 Penalty: 3648.822998
	Iteration 14Q: 3 clusters Score -9683048 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -9683240.000000 Penalty: 3648.822998
	Iteration 15Q: 3 clusters Score -9683240 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -9683443.000000 Penalty: 3648.822998
	Iteration 16Q: 3 clusters Score -9683443 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -9683626.000000 Penalty: 3648.822998
	Iteration 17Q: 3 clusters Score -9683626 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -9683788.000000 Penalty: 3648.822998
	Iteration 18Q: 3 clusters Score -9683788 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -9683926.000000 Penalty: 3648.822998
	Iteration 19Q: 3 clusters Score -9683926 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9684062.000000 Penalty: 3648.822998
	Iteration 20F: 3 clusters Score -9684062 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -9684222.000000 Penalty: 3648.822998
	Iteration 21Q: 3 clusters Score -9684222 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -9684338.000000 Penalty: 3648.822998
	Iteration 22Q: 3 clusters Score -9684338 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -9684473.000000 Penalty: 3648.822998
	Iteration 23Q: 3 clusters Score -9684473 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -9684627.000000 Penalty: 3648.822998
	Iteration 24Q: 3 clusters Score -9684627 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -9684792.000000 Penalty: 3648.822998
	Iteration 25Q: 3 clusters Score -9684792 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -9684927.000000 Penalty: 3648.822998
	Iteration 26Q: 3 clusters Score -9684927 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -9685058.000000 Penalty: 3648.822998
	Iteration 27Q: 3 clusters Score -9685058 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -9685128.000000 Penalty: 3648.822998
	Iteration 28Q: 3 clusters Score -9685128 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -9685221.000000 Penalty: 3648.822998
	Iteration 29Q: 3 clusters Score -9685221 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -9685338.000000 Penalty: 3648.822998
	Iteration 30Q: 3 clusters Score -9685338 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -9685528.000000 Penalty: 3648.822998
	Iteration 31Q: 3 clusters Score -9685528 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -9685706.000000 Penalty: 3648.822998
	Iteration 32Q: 3 clusters Score -9685706 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -9685868.000000 Penalty: 3648.822998
	Iteration 33Q: 3 clusters Score -9685868 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -9686102.000000 Penalty: 3648.822998
	Iteration 34Q: 3 clusters Score -9686102 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -9686224.000000 Penalty: 3648.822998
	Iteration 35Q: 3 clusters Score -9686224 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -9686443.000000 Penalty: 3648.822998
	Iteration 36Q: 3 clusters Score -9686443 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -9686739.000000 Penalty: 3648.822998
	Iteration 37Q: 3 clusters Score -9686739 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -9687037.000000 Penalty: 3648.822998
	Iteration 38Q: 3 clusters Score -9687037 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -9687446.000000 Penalty: 3648.822998
	Iteration 39Q: 3 clusters Score -9687446 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -9687919.000000 Penalty: 3648.822998
	Iteration 40F: 3 clusters Score -9687919 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -9688398.000000 Penalty: 3648.822998
	Iteration 41Q: 3 clusters Score -9688398 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -9688937.000000 Penalty: 3648.822998
	Iteration 42Q: 3 clusters Score -9688937 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -9689440.000000 Penalty: 3648.822998
	Iteration 43Q: 3 clusters Score -9689440 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -9689874.000000 Penalty: 3648.822998
	Iteration 44Q: 3 clusters Score -9689874 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -9690348.000000 Penalty: 3648.822998
	Iteration 45Q: 3 clusters Score -9690348 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -9690678.000000 Penalty: 3648.822998
	Iteration 46Q: 3 clusters Score -9690678 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -9691015.000000 Penalty: 3648.822998
	Iteration 47Q: 3 clusters Score -9691015 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -9691306.000000 Penalty: 3648.822998
	Iteration 48Q: 3 clusters Score -9691306 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -9691474.000000 Penalty: 3648.822998
	Iteration 49Q: 3 clusters Score -9691474 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
Score: -9691647.000000 Penalty: 3648.822998
	Iteration 50Q: 3 clusters Score -9691647 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -9691768.000000 Penalty: 3648.822998
	Iteration 51Q: 3 clusters Score -9691768 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -9691853.000000 Penalty: 3648.822998
	Iteration 52Q: 3 clusters Score -9691853 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -9691915.000000 Penalty: 3648.822998
	Iteration 53Q: 3 clusters Score -9691915 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -9691998.000000 Penalty: 3648.822998
	Iteration 54Q: 3 clusters Score -9691998 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -9692022.000000 Penalty: 3648.822998
	Iteration 55Q: 3 clusters Score -9692022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -9692083.000000 Penalty: 3648.822998
	Iteration 56Q: 3 clusters Score -9692083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -9692121.000000 Penalty: 3648.822998
	Iteration 57Q: 3 clusters Score -9692121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -9692127.000000 Penalty: 3648.822998
	Iteration 58Q: 3 clusters Score -9692127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -9692132.000000 Penalty: 3648.822998
	Iteration 59Q: 3 clusters Score -9692132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -9692144.000000 Penalty: 3648.822998
	Iteration 60F: 3 clusters Score -9692144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -9692156.000000 Penalty: 3648.822998
	Iteration 61Q: 3 clusters Score -9692156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -9692165.000000 Penalty: 3648.822998
	Iteration 62Q: 3 clusters Score -9692165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -9692173.000000 Penalty: 3648.822998
	Iteration 63Q: 3 clusters Score -9692173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -9692177.000000 Penalty: 3648.822998
	Iteration 64Q: 3 clusters Score -9692177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -9692176.000000 Penalty: 3648.822998
	Iteration 65Q: 3 clusters Score -9692176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -9692184.000000 Penalty: 3648.822998
	Iteration 66Q: 3 clusters Score -9692184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -9692173.000000 Penalty: 3648.822998
	Iteration 67Q: 3 clusters Score -9692173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -9692172.000000 Penalty: 3648.822998
	Iteration 68Q: 3 clusters Score -9692172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -9692175.000000 Penalty: 3648.822998
	Iteration 69Q: 3 clusters Score -9692175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -9692178.000000 Penalty: 3648.822998
	Iteration 70Q: 3 clusters Score -9692178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -9692178.000000 Penalty: 3648.822998
	Iteration 71Q: 3 clusters Score -9692178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -9692178.000000 Penalty: 3648.822998
	Iteration 72F: 3 clusters Score -9692178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Entering Unmasked Estep 
Score: -1436763.250000 Penalty: 1515.950073
	Iteration 0F: 2 clusters Score -1436763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1428831.625000 Penalty: 3031.900146
	Iteration 0F: 3 clusters Score -1428832 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1431359.000000 Penalty: 3031.900146
	Iteration 1F: 3 clusters Score -1431359 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1431602.000000 Penalty: 3031.900146
	Iteration 2F: 3 clusters Score -1431602 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1431850.625000 Penalty: 3031.900146
	Iteration 3Q: 3 clusters Score -1431851 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1432055.250000 Penalty: 3031.900146
	Iteration 4Q: 3 clusters Score -1432055 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1432268.500000 Penalty: 3031.900146
	Iteration 5Q: 3 clusters Score -1432268 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1432506.500000 Penalty: 3031.900146
	Iteration 6Q: 3 clusters Score -1432506 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1432764.125000 Penalty: 3031.900146
	Iteration 7Q: 3 clusters Score -1432764 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1433068.625000 Penalty: 3031.900146
	Iteration 8Q: 3 clusters Score -1433069 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1433432.125000 Penalty: 3031.900146
	Iteration 9Q: 3 clusters Score -1433432 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1433817.000000 Penalty: 3031.900146
	Iteration 10Q: 3 clusters Score -1433817 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1434191.500000 Penalty: 3031.900146
	Iteration 11Q: 3 clusters Score -1434192 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1434504.125000 Penalty: 3031.900146
	Iteration 12Q: 3 clusters Score -1434504 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1434728.625000 Penalty: 3031.900146
	Iteration 13Q: 3 clusters Score -1434729 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1434885.000000 Penalty: 3031.900146
	Iteration 14Q: 3 clusters Score -1434885 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1435008.625000 Penalty: 3031.900146
	Iteration 15Q: 3 clusters Score -1435009 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1435098.125000 Penalty: 3031.900146
	Iteration 16Q: 3 clusters Score -1435098 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1435157.875000 Penalty: 3031.900146
	Iteration 17Q: 3 clusters Score -1435158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1435208.000000 Penalty: 3031.900146
	Iteration 18Q: 3 clusters Score -1435208 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1435243.500000 Penalty: 3031.900146
	Iteration 19Q: 3 clusters Score -1435244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1435272.875000 Penalty: 3031.900146
	Iteration 20F: 3 clusters Score -1435273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1435286.750000 Penalty: 3031.900146
	Iteration 21Q: 3 clusters Score -1435287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1435299.250000 Penalty: 3031.900146
	Iteration 22Q: 3 clusters Score -1435299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1435311.750000 Penalty: 3031.900146
	Iteration 23Q: 3 clusters Score -1435312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1435325.000000 Penalty: 3031.900146
	Iteration 24Q: 3 clusters Score -1435325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1435339.250000 Penalty: 3031.900146
	Iteration 25Q: 3 clusters Score -1435339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1435342.750000 Penalty: 3031.900146
	Iteration 26Q: 3 clusters Score -1435343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1435352.125000 Penalty: 3031.900146
	Iteration 27Q: 3 clusters Score -1435352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1435364.500000 Penalty: 3031.900146
	Iteration 28Q: 3 clusters Score -1435364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1435369.000000 Penalty: 3031.900146
	Iteration 29Q: 3 clusters Score -1435369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1435371.750000 Penalty: 3031.900146
	Iteration 30Q: 3 clusters Score -1435372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1435375.500000 Penalty: 3031.900146
	Iteration 31Q: 3 clusters Score -1435376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1435381.500000 Penalty: 3031.900146
	Iteration 32Q: 3 clusters Score -1435382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1435387.250000 Penalty: 3031.900146
	Iteration 33Q: 3 clusters Score -1435387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1435390.500000 Penalty: 3031.900146
	Iteration 34Q: 3 clusters Score -1435390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1435393.375000 Penalty: 3031.900146
	Iteration 35Q: 3 clusters Score -1435393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1435400.750000 Penalty: 3031.900146
	Iteration 36Q: 3 clusters Score -1435401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1435403.250000 Penalty: 3031.900146
	Iteration 37Q: 3 clusters Score -1435403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1435405.750000 Penalty: 3031.900146
	Iteration 38Q: 3 clusters Score -1435406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1435408.750000 Penalty: 3031.900146
	Iteration 39Q: 3 clusters Score -1435409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1435409.875000 Penalty: 3031.900146
	Iteration 40F: 3 clusters Score -1435410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1435411.375000 Penalty: 3031.900146
	Iteration 41Q: 3 clusters Score -1435411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1435414.750000 Penalty: 3031.900146
	Iteration 42Q: 3 clusters Score -1435415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1435416.750000 Penalty: 3031.900146
	Iteration 43Q: 3 clusters Score -1435417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1435420.875000 Penalty: 3031.900146
	Iteration 44Q: 3 clusters Score -1435421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1435423.625000 Penalty: 3031.900146
	Iteration 45Q: 3 clusters Score -1435424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1435427.625000 Penalty: 3031.900146
	Iteration 46Q: 3 clusters Score -1435428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1435436.375000 Penalty: 3031.900146
	Iteration 47Q: 3 clusters Score -1435436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1435437.625000 Penalty: 3031.900146
	Iteration 48Q: 3 clusters Score -1435438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1435441.500000 Penalty: 3031.900146
	Iteration 49Q: 3 clusters Score -1435442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1435443.625000 Penalty: 3031.900146
	Iteration 50Q: 3 clusters Score -1435444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1435444.000000 Penalty: 3031.900146
	Iteration 51Q: 3 clusters Score -1435444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1435446.000000 Penalty: 3031.900146
	Iteration 52Q: 3 clusters Score -1435446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1435446.000000 Penalty: 3031.900146
	Iteration 53Q: 3 clusters Score -1435446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1435448.750000 Penalty: 3031.900146
	Iteration 54Q: 3 clusters Score -1435449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1435449.750000 Penalty: 3031.900146
	Iteration 55Q: 3 clusters Score -1435450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1435453.750000 Penalty: 3031.900146
	Iteration 56Q: 3 clusters Score -1435454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1435452.125000 Penalty: 3031.900146
	Iteration 57Q: 3 clusters Score -1435452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1435450.875000 Penalty: 3031.900146
	Iteration 58Q: 3 clusters Score -1435451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1435452.750000 Penalty: 3031.900146
	Iteration 59Q: 3 clusters Score -1435453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1435452.750000 Penalty: 3031.900146
	Iteration 60F: 3 clusters Score -1435453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -15923.520508 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -15923.52 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 132 members 
Entering Unmasked Estep 
Score: -15261.738281 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -15261.74 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15543.485352 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -15543.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15671.877930 Penalty: 1797.064453
	Iteration 2F: 3 clusters Score -15671.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15763.529297 Penalty: 1797.064453
	Iteration 3Q: 3 clusters Score -15763.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15794.995117 Penalty: 1797.064453
	Iteration 4Q: 3 clusters Score -15795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15809.051758 Penalty: 1797.064453
	Iteration 5Q: 3 clusters Score -15809.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15818.302734 Penalty: 1797.064453
	Iteration 6Q: 3 clusters Score -15818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15818.765625 Penalty: 1797.064453
	Iteration 7Q: 3 clusters Score -15818.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15819.250977 Penalty: 1797.064453
	Iteration 8Q: 3 clusters Score -15819.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15822.791016 Penalty: 1797.064453
	Iteration 9Q: 3 clusters Score -15822.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15832.958984 Penalty: 1797.064453
	Iteration 10F: 3 clusters Score -15832.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15868.186523 Penalty: 1797.064453
	Iteration 11Q: 3 clusters Score -15868.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15898.014648 Penalty: 1797.064453
	Iteration 12Q: 3 clusters Score -15898.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15930.287109 Penalty: 1797.064453
	Iteration 13Q: 3 clusters Score -15930.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15935.283203 Penalty: 1797.064453
	Iteration 14Q: 3 clusters Score -15935.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15935.283203 Penalty: 1797.064453
	Iteration 15F: 3 clusters Score -15935.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 18991 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 93453 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 55950 members 
Mstep: Class 12 contains 75143 members 
Mstep: Class 13 contains 11259 members 
Mstep: Class 14 contains 101 members 
Mstep: Class 15 contains 53587 members 
Mstep: Class 16 contains 22478 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 23428 members 
Mstep: Class 22 contains 80793 members 
Mstep: Class 23 contains 86091 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
Score: -69532384.000000 Penalty: 47263.542969
Splitting cluster 14 changes total score from -69533536.000000 to -69532384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (53587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Entering Unmasked Estep 
Score: -6890494.000000 Penalty: 1769.472534
	Iteration 0F: 2 clusters Score -6890494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -6854566.500000 Penalty: 3538.945068
	Iteration 0F: 3 clusters Score -6854566 nChanged 25278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -6869246.000000 Penalty: 3538.945068
	Iteration 1F: 3 clusters Score -6869246 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -6869856.000000 Penalty: 3538.945068
	Iteration 2Q: 3 clusters Score -6869856 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -6870619.000000 Penalty: 3538.945068
	Iteration 3Q: 3 clusters Score -6870619 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -6871572.000000 Penalty: 3538.945068
	Iteration 4Q: 3 clusters Score -6871572 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -6872913.000000 Penalty: 3538.945068
	Iteration 5Q: 3 clusters Score -6872913 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -6874777.500000 Penalty: 3538.945068
	Iteration 6F: 3 clusters Score -6874778 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -6877445.500000 Penalty: 3538.945068
	Iteration 7F: 3 clusters Score -6877446 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -6880656.000000 Penalty: 3538.945068
	Iteration 8F: 3 clusters Score -6880656 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -6883501.500000 Penalty: 3538.945068
	Iteration 9F: 3 clusters Score -6883502 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -6885614.000000 Penalty: 3538.945068
	Iteration 10Q: 3 clusters Score -6885614 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6887060.500000 Penalty: 3538.945068
	Iteration 11Q: 3 clusters Score -6887060 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6887945.500000 Penalty: 3538.945068
	Iteration 12Q: 3 clusters Score -6887946 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6888477.500000 Penalty: 3538.945068
	Iteration 13Q: 3 clusters Score -6888478 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6888731.000000 Penalty: 3538.945068
	Iteration 14Q: 3 clusters Score -6888731 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6888860.500000 Penalty: 3538.945068
	Iteration 15Q: 3 clusters Score -6888860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6888901.500000 Penalty: 3538.945068
	Iteration 16Q: 3 clusters Score -6888902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6888941.500000 Penalty: 3538.945068
	Iteration 17Q: 3 clusters Score -6888942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6888967.500000 Penalty: 3538.945068
	Iteration 18Q: 3 clusters Score -6888968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6888984.500000 Penalty: 3538.945068
	Iteration 19Q: 3 clusters Score -6888984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6888988.500000 Penalty: 3538.945068
	Iteration 20F: 3 clusters Score -6888988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6889009.500000 Penalty: 3538.945068
	Iteration 21Q: 3 clusters Score -6889010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6889014.000000 Penalty: 3538.945068
	Iteration 22Q: 3 clusters Score -6889014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6889022.000000 Penalty: 3538.945068
	Iteration 23Q: 3 clusters Score -6889022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6889021.000000 Penalty: 3538.945068
	Iteration 24Q: 3 clusters Score -6889021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6889022.000000 Penalty: 3538.945068
	Iteration 25Q: 3 clusters Score -6889022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6889028.000000 Penalty: 3538.945068
	Iteration 26Q: 3 clusters Score -6889028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6889028.000000 Penalty: 3538.945068
	Iteration 27F: 3 clusters Score -6889028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Entering Unmasked Estep 
Score: -2907615.500000 Penalty: 1628.297485
	Iteration 0F: 2 clusters Score -2907616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2892443.500000 Penalty: 3256.594971
	Iteration 0F: 3 clusters Score -2892444 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2898052.500000 Penalty: 3256.594971
	Iteration 1F: 3 clusters Score -2898052 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2898374.500000 Penalty: 3256.594971
	Iteration 2Q: 3 clusters Score -2898374 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2898700.750000 Penalty: 3256.594971
	Iteration 3Q: 3 clusters Score -2898701 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2899030.500000 Penalty: 3256.594971
	Iteration 4Q: 3 clusters Score -2899030 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2899363.250000 Penalty: 3256.594971
	Iteration 5Q: 3 clusters Score -2899363 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2899793.750000 Penalty: 3256.594971
	Iteration 6Q: 3 clusters Score -2899794 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2900342.500000 Penalty: 3256.594971
	Iteration 7Q: 3 clusters Score -2900342 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2901109.250000 Penalty: 3256.594971
	Iteration 8F: 3 clusters Score -2901109 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2902118.750000 Penalty: 3256.594971
	Iteration 9F: 3 clusters Score -2902119 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2903075.000000 Penalty: 3256.594971
	Iteration 10F: 3 clusters Score -2903075 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2903717.750000 Penalty: 3256.594971
	Iteration 11Q: 3 clusters Score -2903718 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2904064.500000 Penalty: 3256.594971
	Iteration 12Q: 3 clusters Score -2904064 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2904287.500000 Penalty: 3256.594971
	Iteration 13Q: 3 clusters Score -2904288 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2904457.250000 Penalty: 3256.594971
	Iteration 14Q: 3 clusters Score -2904457 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2904596.250000 Penalty: 3256.594971
	Iteration 15Q: 3 clusters Score -2904596 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2904690.500000 Penalty: 3256.594971
	Iteration 16Q: 3 clusters Score -2904690 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2904792.500000 Penalty: 3256.594971
	Iteration 17Q: 3 clusters Score -2904792 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2904860.500000 Penalty: 3256.594971
	Iteration 18Q: 3 clusters Score -2904860 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2904933.250000 Penalty: 3256.594971
	Iteration 19Q: 3 clusters Score -2904933 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2905007.500000 Penalty: 3256.594971
	Iteration 20F: 3 clusters Score -2905008 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2905079.750000 Penalty: 3256.594971
	Iteration 21Q: 3 clusters Score -2905080 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2905126.500000 Penalty: 3256.594971
	Iteration 22Q: 3 clusters Score -2905126 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2905182.500000 Penalty: 3256.594971
	Iteration 23Q: 3 clusters Score -2905182 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2905247.750000 Penalty: 3256.594971
	Iteration 24Q: 3 clusters Score -2905248 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2905303.000000 Penalty: 3256.594971
	Iteration 25Q: 3 clusters Score -2905303 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2905353.250000 Penalty: 3256.594971
	Iteration 26Q: 3 clusters Score -2905353 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2905394.750000 Penalty: 3256.594971
	Iteration 27Q: 3 clusters Score -2905395 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2905436.500000 Penalty: 3256.594971
	Iteration 28Q: 3 clusters Score -2905436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2905482.500000 Penalty: 3256.594971
	Iteration 29Q: 3 clusters Score -2905482 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2905524.750000 Penalty: 3256.594971
	Iteration 30Q: 3 clusters Score -2905525 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2905577.500000 Penalty: 3256.594971
	Iteration 31Q: 3 clusters Score -2905578 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2905622.250000 Penalty: 3256.594971
	Iteration 32Q: 3 clusters Score -2905622 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2905669.000000 Penalty: 3256.594971
	Iteration 33Q: 3 clusters Score -2905669 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2905727.500000 Penalty: 3256.594971
	Iteration 34Q: 3 clusters Score -2905728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2905784.000000 Penalty: 3256.594971
	Iteration 35Q: 3 clusters Score -2905784 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2905844.000000 Penalty: 3256.594971
	Iteration 36Q: 3 clusters Score -2905844 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2905894.500000 Penalty: 3256.594971
	Iteration 37Q: 3 clusters Score -2905894 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2905942.750000 Penalty: 3256.594971
	Iteration 38Q: 3 clusters Score -2905943 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2905986.500000 Penalty: 3256.594971
	Iteration 39Q: 3 clusters Score -2905986 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2906016.250000 Penalty: 3256.594971
	Iteration 40F: 3 clusters Score -2906016 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2906043.000000 Penalty: 3256.594971
	Iteration 41Q: 3 clusters Score -2906043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2906088.750000 Penalty: 3256.594971
	Iteration 42Q: 3 clusters Score -2906089 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2906118.000000 Penalty: 3256.594971
	Iteration 43Q: 3 clusters Score -2906118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2906145.500000 Penalty: 3256.594971
	Iteration 44Q: 3 clusters Score -2906146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2906167.500000 Penalty: 3256.594971
	Iteration 45Q: 3 clusters Score -2906168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2906191.750000 Penalty: 3256.594971
	Iteration 46Q: 3 clusters Score -2906192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2906217.500000 Penalty: 3256.594971
	Iteration 47Q: 3 clusters Score -2906218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2906239.250000 Penalty: 3256.594971
	Iteration 48Q: 3 clusters Score -2906239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2906263.500000 Penalty: 3256.594971
	Iteration 49Q: 3 clusters Score -2906264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2906285.250000 Penalty: 3256.594971
	Iteration 50Q: 3 clusters Score -2906285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2906300.500000 Penalty: 3256.594971
	Iteration 51Q: 3 clusters Score -2906300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2906318.250000 Penalty: 3256.594971
	Iteration 52Q: 3 clusters Score -2906318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2906321.500000 Penalty: 3256.594971
	Iteration 53Q: 3 clusters Score -2906322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2906328.250000 Penalty: 3256.594971
	Iteration 54Q: 3 clusters Score -2906328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2906334.500000 Penalty: 3256.594971
	Iteration 55Q: 3 clusters Score -2906334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2906342.250000 Penalty: 3256.594971
	Iteration 56Q: 3 clusters Score -2906342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2906347.000000 Penalty: 3256.594971
	Iteration 57Q: 3 clusters Score -2906347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2906358.000000 Penalty: 3256.594971
	Iteration 58Q: 3 clusters Score -2906358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2906361.250000 Penalty: 3256.594971
	Iteration 59Q: 3 clusters Score -2906361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2906370.250000 Penalty: 3256.594971
	Iteration 60F: 3 clusters Score -2906370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2906379.500000 Penalty: 3256.594971
	Iteration 61Q: 3 clusters Score -2906380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2906386.250000 Penalty: 3256.594971
	Iteration 62Q: 3 clusters Score -2906386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2906386.000000 Penalty: 3256.594971
	Iteration 63Q: 3 clusters Score -2906386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2906391.000000 Penalty: 3256.594971
	Iteration 64Q: 3 clusters Score -2906391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2906397.500000 Penalty: 3256.594971
	Iteration 65Q: 3 clusters Score -2906398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2906403.750000 Penalty: 3256.594971
	Iteration 66Q: 3 clusters Score -2906404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2906412.000000 Penalty: 3256.594971
	Iteration 67Q: 3 clusters Score -2906412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2906412.750000 Penalty: 3256.594971
	Iteration 68Q: 3 clusters Score -2906413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2906408.000000 Penalty: 3256.594971
	Iteration 69Q: 3 clusters Score -2906408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2906407.500000 Penalty: 3256.594971
	Iteration 70Q: 3 clusters Score -2906408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2906411.250000 Penalty: 3256.594971
	Iteration 71Q: 3 clusters Score -2906411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2906414.750000 Penalty: 3256.594971
	Iteration 72Q: 3 clusters Score -2906415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2906416.000000 Penalty: 3256.594971
	Iteration 73Q: 3 clusters Score -2906416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2906420.000000 Penalty: 3256.594971
	Iteration 74Q: 3 clusters Score -2906420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2906421.000000 Penalty: 3256.594971
	Iteration 75Q: 3 clusters Score -2906421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2906422.250000 Penalty: 3256.594971
	Iteration 76Q: 3 clusters Score -2906422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2906429.500000 Penalty: 3256.594971
	Iteration 77Q: 3 clusters Score -2906430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2906428.750000 Penalty: 3256.594971
	Iteration 78Q: 3 clusters Score -2906429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2906438.000000 Penalty: 3256.594971
	Iteration 79Q: 3 clusters Score -2906438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2906436.250000 Penalty: 3256.594971
	Iteration 80F: 3 clusters Score -2906436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2906433.500000 Penalty: 3256.594971
	Iteration 81Q: 3 clusters Score -2906434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2906433.500000 Penalty: 3256.594971
	Iteration 82Q: 3 clusters Score -2906434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2906437.500000 Penalty: 3256.594971
	Iteration 83Q: 3 clusters Score -2906438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2906437.500000 Penalty: 3256.594971
	Iteration 84Q: 3 clusters Score -2906438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2906438.750000 Penalty: 3256.594971
	Iteration 85Q: 3 clusters Score -2906439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2906438.750000 Penalty: 3256.594971
	Iteration 86F: 3 clusters Score -2906439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -18731.500000 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -18731.5 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 104 members 
Entering Unmasked Estep 
Score: -18063.501953 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -18063.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18261.576172 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -18261.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18309.169922 Penalty: 1736.258667
	Iteration 2F: 3 clusters Score -18309.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18342.466797 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -18342.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18344.603516 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -18344.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18344.603516 Penalty: 1736.258667
	Iteration 5F: 3 clusters Score -18344.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -29082.408203 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -29082.41 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 136 members 
Entering Unmasked Estep 
Score: -28282.408203 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -28282.41 nChanged 53
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: -28428.314453 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -28428.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28452.410156 Penalty: 1817.070801
	Iteration 2Q: 3 clusters Score -28452.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28457.746094 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -28457.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28457.746094 Penalty: 1817.070801
	Iteration 4F: 3 clusters Score -28457.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Entering Unmasked Estep 
Score: -3019528.000000 Penalty: 1635.024170
	Iteration 0F: 2 clusters Score -3019528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3003698.250000 Penalty: 3270.048340
	Iteration 0F: 3 clusters Score -3003698 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3009711.500000 Penalty: 3270.048340
	Iteration 1F: 3 clusters Score -3009712 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3010237.250000 Penalty: 3270.048340
	Iteration 2F: 3 clusters Score -3010237 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3010824.250000 Penalty: 3270.048340
	Iteration 3Q: 3 clusters Score -3010824 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3011487.250000 Penalty: 3270.048340
	Iteration 4Q: 3 clusters Score -3011487 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3012249.000000 Penalty: 3270.048340
	Iteration 5Q: 3 clusters Score -3012249 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3013015.750000 Penalty: 3270.048340
	Iteration 6F: 3 clusters Score -3013016 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3013834.750000 Penalty: 3270.048340
	Iteration 7F: 3 clusters Score -3013835 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3014621.750000 Penalty: 3270.048340
	Iteration 8F: 3 clusters Score -3014622 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3015288.000000 Penalty: 3270.048340
	Iteration 9Q: 3 clusters Score -3015288 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3015786.250000 Penalty: 3270.048340
	Iteration 10Q: 3 clusters Score -3015786 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3016050.250000 Penalty: 3270.048340
	Iteration 11Q: 3 clusters Score -3016050 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3016203.000000 Penalty: 3270.048340
	Iteration 12Q: 3 clusters Score -3016203 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3016275.250000 Penalty: 3270.048340
	Iteration 13Q: 3 clusters Score -3016275 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3016328.750000 Penalty: 3270.048340
	Iteration 14Q: 3 clusters Score -3016329 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3016409.000000 Penalty: 3270.048340
	Iteration 15Q: 3 clusters Score -3016409 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3016464.500000 Penalty: 3270.048340
	Iteration 16Q: 3 clusters Score -3016464 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3016520.000000 Penalty: 3270.048340
	Iteration 17Q: 3 clusters Score -3016520 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3016560.250000 Penalty: 3270.048340
	Iteration 18Q: 3 clusters Score -3016560 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3016597.500000 Penalty: 3270.048340
	Iteration 19Q: 3 clusters Score -3016598 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3016633.500000 Penalty: 3270.048340
	Iteration 20F: 3 clusters Score -3016634 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3016661.000000 Penalty: 3270.048340
	Iteration 21Q: 3 clusters Score -3016661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3016697.750000 Penalty: 3270.048340
	Iteration 22Q: 3 clusters Score -3016698 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3016717.750000 Penalty: 3270.048340
	Iteration 23Q: 3 clusters Score -3016718 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3016728.500000 Penalty: 3270.048340
	Iteration 24Q: 3 clusters Score -3016728 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3016744.500000 Penalty: 3270.048340
	Iteration 25Q: 3 clusters Score -3016744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3016748.000000 Penalty: 3270.048340
	Iteration 26Q: 3 clusters Score -3016748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3016763.500000 Penalty: 3270.048340
	Iteration 27Q: 3 clusters Score -3016764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3016767.750000 Penalty: 3270.048340
	Iteration 28Q: 3 clusters Score -3016768 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3016780.750000 Penalty: 3270.048340
	Iteration 29Q: 3 clusters Score -3016781 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3016790.000000 Penalty: 3270.048340
	Iteration 30Q: 3 clusters Score -3016790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3016806.000000 Penalty: 3270.048340
	Iteration 31Q: 3 clusters Score -3016806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3016807.500000 Penalty: 3270.048340
	Iteration 32Q: 3 clusters Score -3016808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3016816.500000 Penalty: 3270.048340
	Iteration 33Q: 3 clusters Score -3016816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3016815.000000 Penalty: 3270.048340
	Iteration 34Q: 3 clusters Score -3016815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3016822.500000 Penalty: 3270.048340
	Iteration 35Q: 3 clusters Score -3016822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3016832.750000 Penalty: 3270.048340
	Iteration 36Q: 3 clusters Score -3016833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3016843.500000 Penalty: 3270.048340
	Iteration 37Q: 3 clusters Score -3016844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3016850.000000 Penalty: 3270.048340
	Iteration 38Q: 3 clusters Score -3016850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3016843.750000 Penalty: 3270.048340
	Iteration 39Q: 3 clusters Score -3016844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3016848.000000 Penalty: 3270.048340
	Iteration 40F: 3 clusters Score -3016848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3016854.500000 Penalty: 3270.048340
	Iteration 41Q: 3 clusters Score -3016854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3016855.250000 Penalty: 3270.048340
	Iteration 42Q: 3 clusters Score -3016855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3016868.250000 Penalty: 3270.048340
	Iteration 43Q: 3 clusters Score -3016868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3016865.000000 Penalty: 3270.048340
	Iteration 44Q: 3 clusters Score -3016865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3016871.750000 Penalty: 3270.048340
	Iteration 45Q: 3 clusters Score -3016872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3016871.500000 Penalty: 3270.048340
	Iteration 46Q: 3 clusters Score -3016872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3016875.500000 Penalty: 3270.048340
	Iteration 47Q: 3 clusters Score -3016876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3016877.750000 Penalty: 3270.048340
	Iteration 48Q: 3 clusters Score -3016878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3016880.000000 Penalty: 3270.048340
	Iteration 49Q: 3 clusters Score -3016880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3016880.000000 Penalty: 3270.048340
	Iteration 50Q: 3 clusters Score -3016880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3016883.500000 Penalty: 3270.048340
	Iteration 51Q: 3 clusters Score -3016884 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3016895.500000 Penalty: 3270.048340
	Iteration 52Q: 3 clusters Score -3016896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3016892.750000 Penalty: 3270.048340
	Iteration 53Q: 3 clusters Score -3016893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3016908.250000 Penalty: 3270.048340
	Iteration 54Q: 3 clusters Score -3016908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3016915.750000 Penalty: 3270.048340
	Iteration 55Q: 3 clusters Score -3016916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3016921.000000 Penalty: 3270.048340
	Iteration 56Q: 3 clusters Score -3016921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3016927.750000 Penalty: 3270.048340
	Iteration 57Q: 3 clusters Score -3016928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3016933.000000 Penalty: 3270.048340
	Iteration 58Q: 3 clusters Score -3016933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3016942.750000 Penalty: 3270.048340
	Iteration 59Q: 3 clusters Score -3016943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3016942.500000 Penalty: 3270.048340
	Iteration 60F: 3 clusters Score -3016942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3016960.500000 Penalty: 3270.048340
	Iteration 61Q: 3 clusters Score -3016960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3016960.500000 Penalty: 3270.048340
	Iteration 62Q: 3 clusters Score -3016960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3016963.250000 Penalty: 3270.048340
	Iteration 63Q: 3 clusters Score -3016963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3016966.250000 Penalty: 3270.048340
	Iteration 64Q: 3 clusters Score -3016966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3016980.750000 Penalty: 3270.048340
	Iteration 65Q: 3 clusters Score -3016981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3016992.250000 Penalty: 3270.048340
	Iteration 66Q: 3 clusters Score -3016992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3017000.500000 Penalty: 3270.048340
	Iteration 67Q: 3 clusters Score -3017000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3017007.500000 Penalty: 3270.048340
	Iteration 68Q: 3 clusters Score -3017008 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3017030.750000 Penalty: 3270.048340
	Iteration 69Q: 3 clusters Score -3017031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3017041.000000 Penalty: 3270.048340
	Iteration 70Q: 3 clusters Score -3017041 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3017057.250000 Penalty: 3270.048340
	Iteration 71Q: 3 clusters Score -3017057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3017074.250000 Penalty: 3270.048340
	Iteration 72Q: 3 clusters Score -3017074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3017082.500000 Penalty: 3270.048340
	Iteration 73Q: 3 clusters Score -3017082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3017104.500000 Penalty: 3270.048340
	Iteration 74Q: 3 clusters Score -3017104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3017117.500000 Penalty: 3270.048340
	Iteration 75Q: 3 clusters Score -3017118 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3017133.750000 Penalty: 3270.048340
	Iteration 76Q: 3 clusters Score -3017134 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3017155.250000 Penalty: 3270.048340
	Iteration 77Q: 3 clusters Score -3017155 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3017178.250000 Penalty: 3270.048340
	Iteration 78Q: 3 clusters Score -3017178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3017197.250000 Penalty: 3270.048340
	Iteration 79Q: 3 clusters Score -3017197 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3017213.750000 Penalty: 3270.048340
	Iteration 80F: 3 clusters Score -3017214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3017230.750000 Penalty: 3270.048340
	Iteration 81Q: 3 clusters Score -3017231 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3017249.500000 Penalty: 3270.048340
	Iteration 82Q: 3 clusters Score -3017250 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3017276.250000 Penalty: 3270.048340
	Iteration 83Q: 3 clusters Score -3017276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3017290.500000 Penalty: 3270.048340
	Iteration 84Q: 3 clusters Score -3017290 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3017297.500000 Penalty: 3270.048340
	Iteration 85Q: 3 clusters Score -3017298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3017311.750000 Penalty: 3270.048340
	Iteration 86Q: 3 clusters Score -3017312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3017329.250000 Penalty: 3270.048340
	Iteration 87Q: 3 clusters Score -3017329 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3017342.000000 Penalty: 3270.048340
	Iteration 88Q: 3 clusters Score -3017342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3017357.750000 Penalty: 3270.048340
	Iteration 89Q: 3 clusters Score -3017358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3017371.500000 Penalty: 3270.048340
	Iteration 90Q: 3 clusters Score -3017372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3017389.500000 Penalty: 3270.048340
	Iteration 91Q: 3 clusters Score -3017390 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3017398.250000 Penalty: 3270.048340
	Iteration 92Q: 3 clusters Score -3017398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3017408.750000 Penalty: 3270.048340
	Iteration 93Q: 3 clusters Score -3017409 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3017413.750000 Penalty: 3270.048340
	Iteration 94Q: 3 clusters Score -3017414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3017428.000000 Penalty: 3270.048340
	Iteration 95Q: 3 clusters Score -3017428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3017443.250000 Penalty: 3270.048340
	Iteration 96Q: 3 clusters Score -3017443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3017456.250000 Penalty: 3270.048340
	Iteration 97Q: 3 clusters Score -3017456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3017472.750000 Penalty: 3270.048340
	Iteration 98Q: 3 clusters Score -3017473 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3017495.500000 Penalty: 3270.048340
	Iteration 99Q: 3 clusters Score -3017496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3017510.750000 Penalty: 3270.048340
	Iteration 100F: 3 clusters Score -3017511 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3017529.500000 Penalty: 3270.048340
	Iteration 101Q: 3 clusters Score -3017530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3017543.500000 Penalty: 3270.048340
	Iteration 102Q: 3 clusters Score -3017544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3017559.750000 Penalty: 3270.048340
	Iteration 103Q: 3 clusters Score -3017560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3017570.250000 Penalty: 3270.048340
	Iteration 104Q: 3 clusters Score -3017570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3017583.500000 Penalty: 3270.048340
	Iteration 105Q: 3 clusters Score -3017584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3017602.250000 Penalty: 3270.048340
	Iteration 106Q: 3 clusters Score -3017602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3017611.000000 Penalty: 3270.048340
	Iteration 107Q: 3 clusters Score -3017611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3017624.750000 Penalty: 3270.048340
	Iteration 108Q: 3 clusters Score -3017625 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3017648.750000 Penalty: 3270.048340
	Iteration 109Q: 3 clusters Score -3017649 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3017672.250000 Penalty: 3270.048340
	Iteration 110Q: 3 clusters Score -3017672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3017686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3017692.750000 Penalty: 3270.048340
	Iteration 112Q: 3 clusters Score -3017693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3017700.000000 Penalty: 3270.048340
	Iteration 113Q: 3 clusters Score -3017700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3017712.000000 Penalty: 3270.048340
	Iteration 114Q: 3 clusters Score -3017712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3017719.000000 Penalty: 3270.048340
	Iteration 115Q: 3 clusters Score -3017719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3017723.000000 Penalty: 3270.048340
	Iteration 116Q: 3 clusters Score -3017723 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3017737.000000 Penalty: 3270.048340
	Iteration 117Q: 3 clusters Score -3017737 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3017752.500000 Penalty: 3270.048340
	Iteration 118Q: 3 clusters Score -3017752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3017761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3017776.500000 Penalty: 3270.048340
	Iteration 120F: 3 clusters Score -3017776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3017792.750000 Penalty: 3270.048340
	Iteration 121Q: 3 clusters Score -3017793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3017796.500000 Penalty: 3270.048340
	Iteration 122Q: 3 clusters Score -3017796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3017815.500000 Penalty: 3270.048340
	Iteration 123Q: 3 clusters Score -3017816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3017820.500000 Penalty: 3270.048340
	Iteration 124Q: 3 clusters Score -3017820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3017832.250000 Penalty: 3270.048340
	Iteration 125Q: 3 clusters Score -3017832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3017834.000000 Penalty: 3270.048340
	Iteration 126Q: 3 clusters Score -3017834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -3017845.250000 Penalty: 3270.048340
	Iteration 127Q: 3 clusters Score -3017845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3017857.500000 Penalty: 3270.048340
	Iteration 128Q: 3 clusters Score -3017858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3017872.750000 Penalty: 3270.048340
	Iteration 129Q: 3 clusters Score -3017873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -3017887.500000 Penalty: 3270.048340
	Iteration 130Q: 3 clusters Score -3017888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3017904.250000 Penalty: 3270.048340
	Iteration 131Q: 3 clusters Score -3017904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3017912.250000 Penalty: 3270.048340
	Iteration 132Q: 3 clusters Score -3017912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3017918.250000 Penalty: 3270.048340
	Iteration 133Q: 3 clusters Score -3017918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3017931.000000 Penalty: 3270.048340
	Iteration 134Q: 3 clusters Score -3017931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3017944.000000 Penalty: 3270.048340
	Iteration 135Q: 3 clusters Score -3017944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -3017949.000000 Penalty: 3270.048340
	Iteration 136Q: 3 clusters Score -3017949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3017964.000000 Penalty: 3270.048340
	Iteration 137Q: 3 clusters Score -3017964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3017964.500000 Penalty: 3270.048340
	Iteration 138Q: 3 clusters Score -3017964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3017980.000000 Penalty: 3270.048340
	Iteration 139Q: 3 clusters Score -3017980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3017990.000000 Penalty: 3270.048340
	Iteration 140F: 3 clusters Score -3017990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3017999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3018014.750000 Penalty: 3270.048340
	Iteration 142Q: 3 clusters Score -3018015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3018021.750000 Penalty: 3270.048340
	Iteration 143Q: 3 clusters Score -3018022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3018029.750000 Penalty: 3270.048340
	Iteration 144Q: 3 clusters Score -3018030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3018039.500000 Penalty: 3270.048340
	Iteration 145Q: 3 clusters Score -3018040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3018053.750000 Penalty: 3270.048340
	Iteration 146Q: 3 clusters Score -3018054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3018065.500000 Penalty: 3270.048340
	Iteration 147Q: 3 clusters Score -3018066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3018075.250000 Penalty: 3270.048340
	Iteration 148Q: 3 clusters Score -3018075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3018092.000000 Penalty: 3270.048340
	Iteration 149Q: 3 clusters Score -3018092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3018104.250000 Penalty: 3270.048340
	Iteration 150Q: 3 clusters Score -3018104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3018118.500000 Penalty: 3270.048340
	Iteration 151Q: 3 clusters Score -3018118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3018123.250000 Penalty: 3270.048340
	Iteration 152Q: 3 clusters Score -3018123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3018134.750000 Penalty: 3270.048340
	Iteration 153Q: 3 clusters Score -3018135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -3018141.750000 Penalty: 3270.048340
	Iteration 154Q: 3 clusters Score -3018142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3018144.000000 Penalty: 3270.048340
	Iteration 155Q: 3 clusters Score -3018144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3018146.250000 Penalty: 3270.048340
	Iteration 156Q: 3 clusters Score -3018146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3018151.250000 Penalty: 3270.048340
	Iteration 157Q: 3 clusters Score -3018151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3018155.250000 Penalty: 3270.048340
	Iteration 158Q: 3 clusters Score -3018155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3018166.250000 Penalty: 3270.048340
	Iteration 159Q: 3 clusters Score -3018166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3018166.500000 Penalty: 3270.048340
	Iteration 160F: 3 clusters Score -3018166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3018168.250000 Penalty: 3270.048340
	Iteration 161Q: 3 clusters Score -3018168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3018166.750000 Penalty: 3270.048340
	Iteration 162Q: 3 clusters Score -3018167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3018169.500000 Penalty: 3270.048340
	Iteration 163Q: 3 clusters Score -3018170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3018171.000000 Penalty: 3270.048340
	Iteration 164Q: 3 clusters Score -3018171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3018173.500000 Penalty: 3270.048340
	Iteration 165Q: 3 clusters Score -3018174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3018173.250000 Penalty: 3270.048340
	Iteration 166Q: 3 clusters Score -3018173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3018176.000000 Penalty: 3270.048340
	Iteration 167Q: 3 clusters Score -3018176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3018176.250000 Penalty: 3270.048340
	Iteration 168Q: 3 clusters Score -3018176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3018172.750000 Penalty: 3270.048340
	Iteration 169Q: 3 clusters Score -3018173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3018173.250000 Penalty: 3270.048340
	Iteration 170Q: 3 clusters Score -3018173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3018175.750000 Penalty: 3270.048340
	Iteration 171Q: 3 clusters Score -3018176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3018179.500000 Penalty: 3270.048340
	Iteration 172Q: 3 clusters Score -3018180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3018183.750000 Penalty: 3270.048340
	Iteration 173Q: 3 clusters Score -3018184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3018179.500000 Penalty: 3270.048340
	Iteration 174Q: 3 clusters Score -3018180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3018181.250000 Penalty: 3270.048340
	Iteration 175Q: 3 clusters Score -3018181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -3018181.000000 Penalty: 3270.048340
	Iteration 176Q: 3 clusters Score -3018181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3018181.250000 Penalty: 3270.048340
	Iteration 177Q: 3 clusters Score -3018181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3018181.750000 Penalty: 3270.048340
	Iteration 178Q: 3 clusters Score -3018182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3018186.750000 Penalty: 3270.048340
	Iteration 179Q: 3 clusters Score -3018187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3018187.750000 Penalty: 3270.048340
	Iteration 180F: 3 clusters Score -3018188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3018188.000000 Penalty: 3270.048340
	Iteration 181Q: 3 clusters Score -3018188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3018194.000000 Penalty: 3270.048340
	Iteration 182Q: 3 clusters Score -3018194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3018195.500000 Penalty: 3270.048340
	Iteration 183Q: 3 clusters Score -3018196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3018195.750000 Penalty: 3270.048340
	Iteration 184Q: 3 clusters Score -3018196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3018196.250000 Penalty: 3270.048340
	Iteration 185Q: 3 clusters Score -3018196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3018195.000000 Penalty: 3270.048340
	Iteration 186Q: 3 clusters Score -3018195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3018196.500000 Penalty: 3270.048340
	Iteration 187Q: 3 clusters Score -3018196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3018199.500000 Penalty: 3270.048340
	Iteration 188Q: 3 clusters Score -3018200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3018199.000000 Penalty: 3270.048340
	Iteration 189Q: 3 clusters Score -3018199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3018203.000000 Penalty: 3270.048340
	Iteration 190Q: 3 clusters Score -3018203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3018204.500000 Penalty: 3270.048340
	Iteration 191Q: 3 clusters Score -3018204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3018205.500000 Penalty: 3270.048340
	Iteration 192Q: 3 clusters Score -3018206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3018206.750000 Penalty: 3270.048340
	Iteration 193Q: 3 clusters Score -3018207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3018206.250000 Penalty: 3270.048340
	Iteration 194Q: 3 clusters Score -3018206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3018201.250000 Penalty: 3270.048340
	Iteration 195Q: 3 clusters Score -3018201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3018204.000000 Penalty: 3270.048340
	Iteration 196Q: 3 clusters Score -3018204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3018202.250000 Penalty: 3270.048340
	Iteration 197Q: 3 clusters Score -3018202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3018203.500000 Penalty: 3270.048340
	Iteration 198Q: 3 clusters Score -3018204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3018204.500000 Penalty: 3270.048340
	Iteration 199Q: 3 clusters Score -3018204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3018205.500000 Penalty: 3270.048340
	Iteration 200F: 3 clusters Score -3018206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3018203.250000 Penalty: 3270.048340
	Iteration 201Q: 3 clusters Score -3018203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3018204.500000 Penalty: 3270.048340
	Iteration 202Q: 3 clusters Score -3018204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3018204.500000 Penalty: 3270.048340
	Iteration 203F: 3 clusters Score -3018204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Entering Unmasked Estep 
Score: -10412028.000000 Penalty: 1836.192383
	Iteration 0F: 2 clusters Score -1.041203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -10359041.000000 Penalty: 3672.384766
	Iteration 0F: 3 clusters Score -1.035904e+07 nChanged 38554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -10381277.000000 Penalty: 3672.384766
	Iteration 1F: 3 clusters Score -1.038128e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -10381869.000000 Penalty: 3672.384766
	Iteration 2Q: 3 clusters Score -1.038187e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -10382510.000000 Penalty: 3672.384766
	Iteration 3Q: 3 clusters Score -1.038251e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -10383326.000000 Penalty: 3672.384766
	Iteration 4Q: 3 clusters Score -1.038333e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -10384846.000000 Penalty: 3672.384766
	Iteration 5Q: 3 clusters Score -1.038485e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -10387581.000000 Penalty: 3672.384766
	Iteration 6F: 3 clusters Score -1.038758e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -10392124.000000 Penalty: 3672.384766
	Iteration 7F: 3 clusters Score -1.039212e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -10398514.000000 Penalty: 3672.384766
	Iteration 8F: 3 clusters Score -1.039851e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -10404611.000000 Penalty: 3672.384766
	Iteration 9F: 3 clusters Score -1.040461e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -10408441.000000 Penalty: 3672.384766
	Iteration 10Q: 3 clusters Score -1.040844e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -10409742.000000 Penalty: 3672.384766
	Iteration 11Q: 3 clusters Score -1.040974e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -10410153.000000 Penalty: 3672.384766
	Iteration 12Q: 3 clusters Score -1.041015e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -10410255.000000 Penalty: 3672.384766
	Iteration 13Q: 3 clusters Score -1.041026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -10410305.000000 Penalty: 3672.384766
	Iteration 14Q: 3 clusters Score -1.04103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -10410329.000000 Penalty: 3672.384766
	Iteration 15Q: 3 clusters Score -1.041033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -10410323.000000 Penalty: 3672.384766
	Iteration 16Q: 3 clusters Score -1.041032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -10410327.000000 Penalty: 3672.384766
	Iteration 17Q: 3 clusters Score -1.041033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -10410323.000000 Penalty: 3672.384766
	Iteration 18Q: 3 clusters Score -1.041032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -10410336.000000 Penalty: 3672.384766
	Iteration 19Q: 3 clusters Score -1.041034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80619 members 
Entering Unmasked Estep 
Score: -10410338.000000 Penalty: 3672.384766
	Iteration 20F: 3 clusters Score -1.041034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -10410337.000000 Penalty: 3672.384766
	Iteration 21Q: 3 clusters Score -1.041034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -10410341.000000 Penalty: 3672.384766
	Iteration 22Q: 3 clusters Score -1.041034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -10410341.000000 Penalty: 3672.384766
	Iteration 23F: 3 clusters Score -1.041034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (86091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86091 members 
Entering Unmasked Estep 
Score: -11068040.000000 Penalty: 1846.513550
	Iteration 0F: 2 clusters Score -1.106804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -11011158.000000 Penalty: 3693.027100
	Iteration 0F: 3 clusters Score -1.101116e+07 nChanged 41192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -11035021.000000 Penalty: 3693.027100
	Iteration 1F: 3 clusters Score -1.103502e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -11035645.000000 Penalty: 3693.027100
	Iteration 2Q: 3 clusters Score -1.103564e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -11036579.000000 Penalty: 3693.027100
	Iteration 3Q: 3 clusters Score -1.103658e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -11038032.000000 Penalty: 3693.027100
	Iteration 4Q: 3 clusters Score -1.103803e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -11040395.000000 Penalty: 3693.027100
	Iteration 5F: 3 clusters Score -1.10404e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -11044846.000000 Penalty: 3693.027100
	Iteration 6F: 3 clusters Score -1.104485e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -11051578.000000 Penalty: 3693.027100
	Iteration 7F: 3 clusters Score -1.105158e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -11058840.000000 Penalty: 3693.027100
	Iteration 8F: 3 clusters Score -1.105884e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -11063673.000000 Penalty: 3693.027100
	Iteration 9F: 3 clusters Score -1.106367e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -11065635.000000 Penalty: 3693.027100
	Iteration 10Q: 3 clusters Score -1.106564e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -11066154.000000 Penalty: 3693.027100
	Iteration 11Q: 3 clusters Score -1.106615e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -11066302.000000 Penalty: 3693.027100
	Iteration 12Q: 3 clusters Score -1.10663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -11066369.000000 Penalty: 3693.027100
	Iteration 13Q: 3 clusters Score -1.106637e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -11066405.000000 Penalty: 3693.027100
	Iteration 14Q: 3 clusters Score -1.10664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -11066433.000000 Penalty: 3693.027100
	Iteration 15Q: 3 clusters Score -1.106643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -11066437.000000 Penalty: 3693.027100
	Iteration 16Q: 3 clusters Score -1.106644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -11066443.000000 Penalty: 3693.027100
	Iteration 17Q: 3 clusters Score -1.106644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -11066436.000000 Penalty: 3693.027100
	Iteration 18Q: 3 clusters Score -1.106644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -11066448.000000 Penalty: 3693.027100
	Iteration 19Q: 3 clusters Score -1.106645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -11066449.000000 Penalty: 3693.027100
	Iteration 20F: 3 clusters Score -1.106645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -11066451.000000 Penalty: 3693.027100
	Iteration 21Q: 3 clusters Score -1.106645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -11066451.000000 Penalty: 3693.027100
	Iteration 22F: 3 clusters Score -1.106645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -30400.335938 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -30400.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29592.556641 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -29592.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29831.052734 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -29831.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29912.707031 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -29912.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29951.460938 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -29951.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29960.603516 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -29960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29972.246094 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -29972.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29977.587891 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -29977.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29977.587891 Penalty: 1842.711304
	Iteration 7F: 3 clusters Score -29977.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 18991 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 93453 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55950 members 
Mstep: Class 12 contains 75143 members 
Mstep: Class 13 contains 11259 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53587 members 
Mstep: Class 16 contains 22478 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 23428 members 
Mstep: Class 22 contains 80793 members 
Mstep: Class 23 contains 86091 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533632.000000 Penalty: 45115.199219
Iteration 279Q: 22 clusters Score -6.953363e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 19007 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3475 members 
Mstep: Class 6 contains 4185 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 93341 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55906 members 
Mstep: Class 12 contains 75103 members 
Mstep: Class 13 contains 11256 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53539 members 
Mstep: Class 16 contains 22455 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 23288 members 
Mstep: Class 22 contains 80731 members 
Mstep: Class 23 contains 86550 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533480.000000 Penalty: 45115.199219
Iteration 280F: 22 clusters Score -6.953348e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19019 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 93237 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55869 members 
Mstep: Class 12 contains 75061 members 
Mstep: Class 13 contains 11250 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53484 members 
Mstep: Class 16 contains 22433 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 23153 members 
Mstep: Class 22 contains 80658 members 
Mstep: Class 23 contains 87024 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 45115.199219
Iteration 281Q: 22 clusters Score -6.953358e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19023 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3477 members 
Mstep: Class 6 contains 4183 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 93115 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55822 members 
Mstep: Class 12 contains 75022 members 
Mstep: Class 13 contains 11251 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53439 members 
Mstep: Class 16 contains 22413 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 22991 members 
Mstep: Class 22 contains 80584 members 
Mstep: Class 23 contains 87544 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 45115.199219
Iteration 282Q: 22 clusters Score -6.953358e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19019 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92958 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55792 members 
Mstep: Class 12 contains 74974 members 
Mstep: Class 13 contains 11251 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53376 members 
Mstep: Class 16 contains 22383 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 22852 members 
Mstep: Class 22 contains 80500 members 
Mstep: Class 23 contains 88110 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533736.000000 Penalty: 45115.199219
Iteration 283Q: 22 clusters Score -6.953374e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19015 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3479 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92800 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55769 members 
Mstep: Class 12 contains 74910 members 
Mstep: Class 13 contains 11250 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53312 members 
Mstep: Class 16 contains 22362 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 22734 members 
Mstep: Class 22 contains 80427 members 
Mstep: Class 23 contains 88643 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533864.000000 Penalty: 45115.199219
Iteration 284Q: 22 clusters Score -6.953386e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19016 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 4186 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92668 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55728 members 
Mstep: Class 12 contains 74868 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53255 members 
Mstep: Class 16 contains 22338 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 22611 members 
Mstep: Class 22 contains 80355 members 
Mstep: Class 23 contains 89128 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533824.000000 Penalty: 45115.199219
Iteration 285Q: 22 clusters Score -6.953382e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19014 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3484 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92528 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55697 members 
Mstep: Class 12 contains 74823 members 
Mstep: Class 13 contains 11255 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53195 members 
Mstep: Class 16 contains 22315 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 22477 members 
Mstep: Class 22 contains 80293 members 
Mstep: Class 23 contains 89623 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533928.000000 Penalty: 45115.199219
Iteration 286Q: 22 clusters Score -6.953393e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19025 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3492 members 
Mstep: Class 6 contains 4202 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92417 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55672 members 
Mstep: Class 12 contains 74763 members 
Mstep: Class 13 contains 11256 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53154 members 
Mstep: Class 16 contains 22286 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 22332 members 
Mstep: Class 22 contains 80237 members 
Mstep: Class 23 contains 90068 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533992.000000 Penalty: 45115.199219
Iteration 287Q: 22 clusters Score -6.953399e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19021 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92314 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55638 members 
Mstep: Class 12 contains 74727 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53102 members 
Mstep: Class 16 contains 22264 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 22215 members 
Mstep: Class 22 contains 80186 members 
Mstep: Class 23 contains 90494 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533920.000000 Penalty: 45115.199219
Iteration 288Q: 22 clusters Score -6.953392e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19023 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3501 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92256 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55611 members 
Mstep: Class 12 contains 74706 members 
Mstep: Class 13 contains 11250 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53019 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 22104 members 
Mstep: Class 22 contains 80139 members 
Mstep: Class 23 contains 90870 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 289Q: 22 clusters Score -6.95339e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19024 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 4201 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92272 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55574 members 
Mstep: Class 12 contains 74699 members 
Mstep: Class 13 contains 11246 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 52927 members 
Mstep: Class 16 contains 22249 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 21974 members 
Mstep: Class 22 contains 80092 members 
Mstep: Class 23 contains 91196 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 290Q: 22 clusters Score -6.953388e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19026 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4201 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92289 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55542 members 
Mstep: Class 12 contains 74698 members 
Mstep: Class 13 contains 11238 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 52818 members 
Mstep: Class 16 contains 22244 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 21852 members 
Mstep: Class 22 contains 80047 members 
Mstep: Class 23 contains 91513 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 291Q: 22 clusters Score -6.953398e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19032 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3512 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92308 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55526 members 
Mstep: Class 12 contains 74699 members 
Mstep: Class 13 contains 11236 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 52696 members 
Mstep: Class 16 contains 22247 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 21745 members 
Mstep: Class 22 contains 80021 members 
Mstep: Class 23 contains 91774 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 292Q: 22 clusters Score -6.953403e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19037 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92326 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55518 members 
Mstep: Class 12 contains 74698 members 
Mstep: Class 13 contains 11231 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 52585 members 
Mstep: Class 16 contains 22247 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 21639 members 
Mstep: Class 22 contains 80008 members 
Mstep: Class 23 contains 92012 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 293Q: 22 clusters Score -6.953402e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3517 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92351 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55509 members 
Mstep: Class 12 contains 74699 members 
Mstep: Class 13 contains 11225 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 52462 members 
Mstep: Class 16 contains 22257 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 21511 members 
Mstep: Class 22 contains 80015 members 
Mstep: Class 23 contains 92239 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 294Q: 22 clusters Score -6.9534e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19055 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3523 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92371 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55499 members 
Mstep: Class 12 contains 74702 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 52346 members 
Mstep: Class 16 contains 22260 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 21397 members 
Mstep: Class 22 contains 80019 members 
Mstep: Class 23 contains 92451 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 295Q: 22 clusters Score -6.953397e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19063 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3525 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 92405 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55494 members 
Mstep: Class 12 contains 74713 members 
Mstep: Class 13 contains 11219 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 52216 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 21273 members 
Mstep: Class 22 contains 80024 members 
Mstep: Class 23 contains 92684 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 296Q: 22 clusters Score -6.95339e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19079 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3526 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 92437 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55490 members 
Mstep: Class 12 contains 74715 members 
Mstep: Class 13 contains 11219 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 52073 members 
Mstep: Class 16 contains 22244 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 21162 members 
Mstep: Class 22 contains 80026 members 
Mstep: Class 23 contains 92927 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 297Q: 22 clusters Score -6.953392e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19094 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3529 members 
Mstep: Class 6 contains 4232 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 92454 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55502 members 
Mstep: Class 12 contains 74714 members 
Mstep: Class 13 contains 11218 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 51917 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 21048 members 
Mstep: Class 22 contains 80033 members 
Mstep: Class 23 contains 93173 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Score: -69534000.000000 Penalty: 45115.199219
Iteration 298Q: 22 clusters Score -6.9534e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19109 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 92453 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55504 members 
Mstep: Class 12 contains 74734 members 
Mstep: Class 13 contains 11215 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 51783 members 
Mstep: Class 16 contains 22248 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20958 members 
Mstep: Class 22 contains 80041 members 
Mstep: Class 23 contains 93388 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 299Q: 22 clusters Score -6.953395e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 19128 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 4243 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 92479 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55505 members 
Mstep: Class 12 contains 74742 members 
Mstep: Class 13 contains 11213 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 51662 members 
Mstep: Class 16 contains 22247 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20865 members 
Mstep: Class 22 contains 80060 members 
Mstep: Class 23 contains 93558 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 300F: 22 clusters Score -6.953375e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 19148 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 92501 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55510 members 
Mstep: Class 12 contains 74750 members 
Mstep: Class 13 contains 11211 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 51532 members 
Mstep: Class 16 contains 22250 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20772 members 
Mstep: Class 22 contains 80076 members 
Mstep: Class 23 contains 93730 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 301Q: 22 clusters Score -6.953376e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 19167 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 4258 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 92529 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55532 members 
Mstep: Class 12 contains 74754 members 
Mstep: Class 13 contains 11215 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 51421 members 
Mstep: Class 16 contains 22249 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20680 members 
Mstep: Class 22 contains 80082 members 
Mstep: Class 23 contains 93869 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 22 clusters Score -6.953362e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3528 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 92577 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55529 members 
Mstep: Class 12 contains 74749 members 
Mstep: Class 13 contains 11215 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 51313 members 
Mstep: Class 16 contains 22242 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20602 members 
Mstep: Class 22 contains 80086 members 
Mstep: Class 23 contains 94028 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 303Q: 22 clusters Score -6.953389e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3529 members 
Mstep: Class 6 contains 4267 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 92622 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55534 members 
Mstep: Class 12 contains 74743 members 
Mstep: Class 13 contains 11216 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 51213 members 
Mstep: Class 16 contains 22238 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20513 members 
Mstep: Class 22 contains 80089 members 
Mstep: Class 23 contains 94188 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 304Q: 22 clusters Score -6.953401e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 19212 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3526 members 
Mstep: Class 6 contains 4271 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 92680 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55546 members 
Mstep: Class 12 contains 74730 members 
Mstep: Class 13 contains 11215 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 51113 members 
Mstep: Class 16 contains 22242 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20421 members 
Mstep: Class 22 contains 80099 members 
Mstep: Class 23 contains 94333 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 305Q: 22 clusters Score -6.953389e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 19240 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3525 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 92737 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55555 members 
Mstep: Class 12 contains 74709 members 
Mstep: Class 13 contains 11215 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 51002 members 
Mstep: Class 16 contains 22242 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20311 members 
Mstep: Class 22 contains 80116 members 
Mstep: Class 23 contains 94498 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 306Q: 22 clusters Score -6.953385e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 19266 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3526 members 
Mstep: Class 6 contains 4283 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 92790 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55578 members 
Mstep: Class 12 contains 74703 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 50887 members 
Mstep: Class 16 contains 22257 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20210 members 
Mstep: Class 22 contains 80123 members 
Mstep: Class 23 contains 94625 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 307Q: 22 clusters Score -6.953389e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 19300 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3525 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 92854 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55595 members 
Mstep: Class 12 contains 74694 members 
Mstep: Class 13 contains 11216 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 50763 members 
Mstep: Class 16 contains 22266 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20119 members 
Mstep: Class 22 contains 80128 members 
Mstep: Class 23 contains 94759 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 308Q: 22 clusters Score -6.953388e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 19319 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3519 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 92905 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55616 members 
Mstep: Class 12 contains 74687 members 
Mstep: Class 13 contains 11215 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 50657 members 
Mstep: Class 16 contains 22277 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 20044 members 
Mstep: Class 22 contains 80136 members 
Mstep: Class 23 contains 94881 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 309Q: 22 clusters Score -6.953369e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 19340 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 4289 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 92964 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55647 members 
Mstep: Class 12 contains 74689 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 50550 members 
Mstep: Class 16 contains 22295 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19979 members 
Mstep: Class 22 contains 80155 members 
Mstep: Class 23 contains 94941 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 310Q: 22 clusters Score -6.953361e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 19358 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3526 members 
Mstep: Class 6 contains 4296 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 92997 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55682 members 
Mstep: Class 12 contains 74698 members 
Mstep: Class 13 contains 11217 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 50448 members 
Mstep: Class 16 contains 22304 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19909 members 
Mstep: Class 22 contains 80168 members 
Mstep: Class 23 contains 95018 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 311Q: 22 clusters Score -6.953364e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 19374 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3525 members 
Mstep: Class 6 contains 4303 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 93040 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55714 members 
Mstep: Class 12 contains 74702 members 
Mstep: Class 13 contains 11213 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 50345 members 
Mstep: Class 16 contains 22313 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19839 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 95111 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 312Q: 22 clusters Score -6.953362e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 19389 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3526 members 
Mstep: Class 6 contains 4304 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 93067 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55741 members 
Mstep: Class 12 contains 74702 members 
Mstep: Class 13 contains 11212 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 50248 members 
Mstep: Class 16 contains 22325 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19764 members 
Mstep: Class 22 contains 80185 members 
Mstep: Class 23 contains 95239 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 313Q: 22 clusters Score -6.953349e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 19407 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3529 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55771 members 
Mstep: Class 12 contains 74705 members 
Mstep: Class 13 contains 11209 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 50140 members 
Mstep: Class 16 contains 22336 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19683 members 
Mstep: Class 22 contains 80194 members 
Mstep: Class 23 contains 95369 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 314Q: 22 clusters Score -6.953356e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 19420 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3530 members 
Mstep: Class 6 contains 4305 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 93125 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55806 members 
Mstep: Class 12 contains 74718 members 
Mstep: Class 13 contains 11206 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 50040 members 
Mstep: Class 16 contains 22344 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19595 members 
Mstep: Class 22 contains 80201 members 
Mstep: Class 23 contains 95485 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533664.000000 Penalty: 45115.199219
Iteration 315Q: 22 clusters Score -6.953366e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19429 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 4305 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 93168 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55836 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 11205 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 49953 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19498 members 
Mstep: Class 22 contains 80216 members 
Mstep: Class 23 contains 95588 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533680.000000 Penalty: 45115.199219
Iteration 316Q: 22 clusters Score -6.953368e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19446 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 4301 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 93208 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55871 members 
Mstep: Class 12 contains 74744 members 
Mstep: Class 13 contains 11204 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 49857 members 
Mstep: Class 16 contains 22353 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19405 members 
Mstep: Class 22 contains 80220 members 
Mstep: Class 23 contains 95695 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533688.000000 Penalty: 45115.199219
Iteration 317Q: 22 clusters Score -6.953369e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 19466 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 93238 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55899 members 
Mstep: Class 12 contains 74762 members 
Mstep: Class 13 contains 11202 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 49743 members 
Mstep: Class 16 contains 22358 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19301 members 
Mstep: Class 22 contains 80241 members 
Mstep: Class 23 contains 95826 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533744.000000 Penalty: 45115.199219
Iteration 318Q: 22 clusters Score -6.953374e+07 nChanged 634
Entering ConstructFrom: 
Score: -69533744.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (16798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Entering Unmasked Estep 
Score: -2116300.500000 Penalty: 1580.964966
	Iteration 0F: 2 clusters Score -2116300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2104756.750000 Penalty: 3161.929932
	Iteration 0F: 3 clusters Score -2104757 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2108777.000000 Penalty: 3161.929932
	Iteration 1F: 3 clusters Score -2108777 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2109052.750000 Penalty: 3161.929932
	Iteration 2Q: 3 clusters Score -2109053 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2109294.750000 Penalty: 3161.929932
	Iteration 3Q: 3 clusters Score -2109295 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2109486.500000 Penalty: 3161.929932
	Iteration 4Q: 3 clusters Score -2109486 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2109673.000000 Penalty: 3161.929932
	Iteration 5Q: 3 clusters Score -2109673 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2109841.000000 Penalty: 3161.929932
	Iteration 6Q: 3 clusters Score -2109841 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2110022.750000 Penalty: 3161.929932
	Iteration 7Q: 3 clusters Score -2110023 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2110278.750000 Penalty: 3161.929932
	Iteration 8Q: 3 clusters Score -2110279 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2110600.500000 Penalty: 3161.929932
	Iteration 9Q: 3 clusters Score -2110600 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2110981.500000 Penalty: 3161.929932
	Iteration 10Q: 3 clusters Score -2110982 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2111406.250000 Penalty: 3161.929932
	Iteration 11Q: 3 clusters Score -2111406 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2111902.750000 Penalty: 3161.929932
	Iteration 12Q: 3 clusters Score -2111903 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2112421.250000 Penalty: 3161.929932
	Iteration 13Q: 3 clusters Score -2112421 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2112928.750000 Penalty: 3161.929932
	Iteration 14Q: 3 clusters Score -2112929 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2113385.500000 Penalty: 3161.929932
	Iteration 15Q: 3 clusters Score -2113386 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2113790.000000 Penalty: 3161.929932
	Iteration 16Q: 3 clusters Score -2113790 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2114087.250000 Penalty: 3161.929932
	Iteration 17Q: 3 clusters Score -2114087 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2114353.000000 Penalty: 3161.929932
	Iteration 18Q: 3 clusters Score -2114353 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2114531.500000 Penalty: 3161.929932
	Iteration 19Q: 3 clusters Score -2114532 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2114673.500000 Penalty: 3161.929932
	Iteration 20F: 3 clusters Score -2114674 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2114770.250000 Penalty: 3161.929932
	Iteration 21Q: 3 clusters Score -2114770 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2114839.250000 Penalty: 3161.929932
	Iteration 22Q: 3 clusters Score -2114839 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2114878.000000 Penalty: 3161.929932
	Iteration 23Q: 3 clusters Score -2114878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2114912.500000 Penalty: 3161.929932
	Iteration 24Q: 3 clusters Score -2114912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2114945.500000 Penalty: 3161.929932
	Iteration 25Q: 3 clusters Score -2114946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2114965.500000 Penalty: 3161.929932
	Iteration 26Q: 3 clusters Score -2114966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2114988.000000 Penalty: 3161.929932
	Iteration 27Q: 3 clusters Score -2114988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2115003.250000 Penalty: 3161.929932
	Iteration 28Q: 3 clusters Score -2115003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2115011.250000 Penalty: 3161.929932
	Iteration 29Q: 3 clusters Score -2115011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2115020.750000 Penalty: 3161.929932
	Iteration 30Q: 3 clusters Score -2115021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2115022.750000 Penalty: 3161.929932
	Iteration 31Q: 3 clusters Score -2115023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2115031.250000 Penalty: 3161.929932
	Iteration 32Q: 3 clusters Score -2115031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2115032.250000 Penalty: 3161.929932
	Iteration 33Q: 3 clusters Score -2115032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2115033.750000 Penalty: 3161.929932
	Iteration 34Q: 3 clusters Score -2115034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2115036.250000 Penalty: 3161.929932
	Iteration 35Q: 3 clusters Score -2115036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2115041.000000 Penalty: 3161.929932
	Iteration 36Q: 3 clusters Score -2115041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2115044.000000 Penalty: 3161.929932
	Iteration 37Q: 3 clusters Score -2115044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2115045.000000 Penalty: 3161.929932
	Iteration 38Q: 3 clusters Score -2115045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2115047.750000 Penalty: 3161.929932
	Iteration 39Q: 3 clusters Score -2115048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2115049.250000 Penalty: 3161.929932
	Iteration 40F: 3 clusters Score -2115049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2115050.000000 Penalty: 3161.929932
	Iteration 41Q: 3 clusters Score -2115050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2115050.250000 Penalty: 3161.929932
	Iteration 42Q: 3 clusters Score -2115050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2115048.750000 Penalty: 3161.929932
	Iteration 43Q: 3 clusters Score -2115049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2115049.250000 Penalty: 3161.929932
	Iteration 44Q: 3 clusters Score -2115049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2115050.750000 Penalty: 3161.929932
	Iteration 45Q: 3 clusters Score -2115051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2115052.500000 Penalty: 3161.929932
	Iteration 46Q: 3 clusters Score -2115052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2115050.000000 Penalty: 3161.929932
	Iteration 47Q: 3 clusters Score -2115050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2115050.000000 Penalty: 3161.929932
	Iteration 48F: 3 clusters Score -2115050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -106852.250000 Penalty: 1108.252686
	Iteration 0F: 2 clusters Score -106852.2 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 454 members 
Entering Unmasked Estep 
Score: -105462.851562 Penalty: 2216.505371
	Iteration 0F: 3 clusters Score -105462.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105735.640625 Penalty: 2216.505371
	Iteration 1F: 3 clusters Score -105735.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105883.875000 Penalty: 2216.505371
	Iteration 2F: 3 clusters Score -105883.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105972.656250 Penalty: 2216.505371
	Iteration 3F: 3 clusters Score -105972.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106047.351562 Penalty: 2216.505371
	Iteration 4F: 3 clusters Score -106047.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106100.171875 Penalty: 2216.505371
	Iteration 5Q: 3 clusters Score -106100.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -106134.585938 Penalty: 2216.505371
	Iteration 6Q: 3 clusters Score -106134.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106178.820312 Penalty: 2216.505371
	Iteration 7Q: 3 clusters Score -106178.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -106187.562500 Penalty: 2216.505371
	Iteration 8Q: 3 clusters Score -106187.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106194.726562 Penalty: 2216.505371
	Iteration 9Q: 3 clusters Score -106194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106200.375000 Penalty: 2216.505371
	Iteration 10Q: 3 clusters Score -106200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106203.718750 Penalty: 2216.505371
	Iteration 11Q: 3 clusters Score -106203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106204.375000 Penalty: 2216.505371
	Iteration 12Q: 3 clusters Score -106204.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106204.375000 Penalty: 2216.505371
	Iteration 13F: 3 clusters Score -106204.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Entering Unmasked Estep 
Score: -2522788.000000 Penalty: 1605.085938
	Iteration 0F: 2 clusters Score -2522788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2509481.500000 Penalty: 3210.171875
	Iteration 0F: 3 clusters Score -2509482 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2514192.000000 Penalty: 3210.171875
	Iteration 1F: 3 clusters Score -2514192 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2514516.000000 Penalty: 3210.171875
	Iteration 2Q: 3 clusters Score -2514516 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2514812.500000 Penalty: 3210.171875
	Iteration 3Q: 3 clusters Score -2514812 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2515139.500000 Penalty: 3210.171875
	Iteration 4Q: 3 clusters Score -2515140 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2515574.500000 Penalty: 3210.171875
	Iteration 5Q: 3 clusters Score -2515574 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2516172.750000 Penalty: 3210.171875
	Iteration 6F: 3 clusters Score -2516173 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2517033.500000 Penalty: 3210.171875
	Iteration 7F: 3 clusters Score -2517034 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2518159.500000 Penalty: 3210.171875
	Iteration 8F: 3 clusters Score -2518160 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2519279.000000 Penalty: 3210.171875
	Iteration 9F: 3 clusters Score -2519279 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2520247.750000 Penalty: 3210.171875
	Iteration 10F: 3 clusters Score -2520248 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2520855.000000 Penalty: 3210.171875
	Iteration 11Q: 3 clusters Score -2520855 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2521133.250000 Penalty: 3210.171875
	Iteration 12Q: 3 clusters Score -2521133 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2521257.500000 Penalty: 3210.171875
	Iteration 13Q: 3 clusters Score -2521258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2521311.750000 Penalty: 3210.171875
	Iteration 14Q: 3 clusters Score -2521312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2521348.250000 Penalty: 3210.171875
	Iteration 15Q: 3 clusters Score -2521348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2521370.750000 Penalty: 3210.171875
	Iteration 16Q: 3 clusters Score -2521371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2521389.750000 Penalty: 3210.171875
	Iteration 17Q: 3 clusters Score -2521390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2521396.000000 Penalty: 3210.171875
	Iteration 18Q: 3 clusters Score -2521396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2521406.750000 Penalty: 3210.171875
	Iteration 19Q: 3 clusters Score -2521407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2521418.750000 Penalty: 3210.171875
	Iteration 20F: 3 clusters Score -2521419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2521430.750000 Penalty: 3210.171875
	Iteration 21Q: 3 clusters Score -2521431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2521431.750000 Penalty: 3210.171875
	Iteration 22Q: 3 clusters Score -2521432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2521434.000000 Penalty: 3210.171875
	Iteration 23Q: 3 clusters Score -2521434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2521438.250000 Penalty: 3210.171875
	Iteration 24Q: 3 clusters Score -2521438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2521439.000000 Penalty: 3210.171875
	Iteration 25Q: 3 clusters Score -2521439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2521445.000000 Penalty: 3210.171875
	Iteration 26Q: 3 clusters Score -2521445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2521445.750000 Penalty: 3210.171875
	Iteration 27Q: 3 clusters Score -2521446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2521445.500000 Penalty: 3210.171875
	Iteration 28Q: 3 clusters Score -2521446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2521445.500000 Penalty: 3210.171875
	Iteration 29F: 3 clusters Score -2521446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -7587.351074 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -7587.351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6992.535156 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -6992.535 nChanged 39
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: -7123.478516 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -7123.479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7158.174316 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -7158.174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7188.349609 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -7188.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7194.295898 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -7194.296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7198.220215 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -7198.22 nChanged 1
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: -7203.246582 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -7203.247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7229.808105 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -7229.808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7248.552246 Penalty: 1720.324097
	Iteration 8Q: 3 clusters Score -7248.552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7271.511719 Penalty: 1720.324097
	Iteration 9Q: 3 clusters Score -7271.512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7273.807617 Penalty: 1720.324097
	Iteration 10Q: 3 clusters Score -7273.808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7277.832031 Penalty: 1720.324097
	Iteration 11Q: 3 clusters Score -7277.832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7277.832031 Penalty: 1720.324097
	Iteration 12F: 3 clusters Score -7277.832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Entering Unmasked Estep 
Score: -429628.562500 Penalty: 1327.838989
	Iteration 0F: 2 clusters Score -429628.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -426556.093750 Penalty: 2655.677979
	Iteration 0F: 3 clusters Score -426556.1 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -427354.187500 Penalty: 2655.677979
	Iteration 1F: 3 clusters Score -427354.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -427522.687500 Penalty: 2655.677979
	Iteration 2F: 3 clusters Score -427522.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -427648.125000 Penalty: 2655.677979
	Iteration 3F: 3 clusters Score -427648.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -427738.187500 Penalty: 2655.677979
	Iteration 4Q: 3 clusters Score -427738.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -427808.750000 Penalty: 2655.677979
	Iteration 5Q: 3 clusters Score -427808.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -427861.312500 Penalty: 2655.677979
	Iteration 6Q: 3 clusters Score -427861.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -427924.937500 Penalty: 2655.677979
	Iteration 7Q: 3 clusters Score -427924.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -427975.656250 Penalty: 2655.677979
	Iteration 8Q: 3 clusters Score -427975.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -428031.281250 Penalty: 2655.677979
	Iteration 9Q: 3 clusters Score -428031.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -428089.875000 Penalty: 2655.677979
	Iteration 10Q: 3 clusters Score -428089.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -428145.281250 Penalty: 2655.677979
	Iteration 11Q: 3 clusters Score -428145.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -428194.593750 Penalty: 2655.677979
	Iteration 12Q: 3 clusters Score -428194.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -428240.500000 Penalty: 2655.677979
	Iteration 13Q: 3 clusters Score -428240.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -428275.781250 Penalty: 2655.677979
	Iteration 14Q: 3 clusters Score -428275.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -428303.906250 Penalty: 2655.677979
	Iteration 15Q: 3 clusters Score -428303.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -428321.750000 Penalty: 2655.677979
	Iteration 16Q: 3 clusters Score -428321.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -428344.000000 Penalty: 2655.677979
	Iteration 17Q: 3 clusters Score -428344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -428363.937500 Penalty: 2655.677979
	Iteration 18Q: 3 clusters Score -428363.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -428378.593750 Penalty: 2655.677979
	Iteration 19Q: 3 clusters Score -428378.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -428395.843750 Penalty: 2655.677979
	Iteration 20F: 3 clusters Score -428395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -428417.218750 Penalty: 2655.677979
	Iteration 21Q: 3 clusters Score -428417.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -428431.218750 Penalty: 2655.677979
	Iteration 22Q: 3 clusters Score -428431.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -428441.906250 Penalty: 2655.677979
	Iteration 23Q: 3 clusters Score -428441.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -428447.125000 Penalty: 2655.677979
	Iteration 24Q: 3 clusters Score -428447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -428449.562500 Penalty: 2655.677979
	Iteration 25Q: 3 clusters Score -428449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -428450.562500 Penalty: 2655.677979
	Iteration 26Q: 3 clusters Score -428450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -428450.562500 Penalty: 2655.677979
	Iteration 27F: 3 clusters Score -428450.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -534201.500000 Penalty: 1359.761719
	Iteration 0F: 2 clusters Score -534201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -530650.062500 Penalty: 2719.523438
	Iteration 0F: 3 clusters Score -530650.1 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -531535.000000 Penalty: 2719.523438
	Iteration 1F: 3 clusters Score -531535 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -531704.500000 Penalty: 2719.523438
	Iteration 2F: 3 clusters Score -531704.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -531819.187500 Penalty: 2719.523438
	Iteration 3F: 3 clusters Score -531819.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -531907.375000 Penalty: 2719.523438
	Iteration 4Q: 3 clusters Score -531907.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -531973.312500 Penalty: 2719.523438
	Iteration 5Q: 3 clusters Score -531973.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -532031.750000 Penalty: 2719.523438
	Iteration 6Q: 3 clusters Score -532031.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -532072.187500 Penalty: 2719.523438
	Iteration 7Q: 3 clusters Score -532072.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -532102.375000 Penalty: 2719.523438
	Iteration 8Q: 3 clusters Score -532102.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -532130.625000 Penalty: 2719.523438
	Iteration 9Q: 3 clusters Score -532130.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -532162.562500 Penalty: 2719.523438
	Iteration 10Q: 3 clusters Score -532162.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -532188.062500 Penalty: 2719.523438
	Iteration 11Q: 3 clusters Score -532188.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -532220.312500 Penalty: 2719.523438
	Iteration 12Q: 3 clusters Score -532220.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -532247.250000 Penalty: 2719.523438
	Iteration 13Q: 3 clusters Score -532247.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -532274.562500 Penalty: 2719.523438
	Iteration 14Q: 3 clusters Score -532274.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -532303.187500 Penalty: 2719.523438
	Iteration 15Q: 3 clusters Score -532303.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -532330.562500 Penalty: 2719.523438
	Iteration 16Q: 3 clusters Score -532330.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -532363.625000 Penalty: 2719.523438
	Iteration 17Q: 3 clusters Score -532363.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -532394.875000 Penalty: 2719.523438
	Iteration 18Q: 3 clusters Score -532394.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -532422.812500 Penalty: 2719.523438
	Iteration 19Q: 3 clusters Score -532422.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -532450.187500 Penalty: 2719.523438
	Iteration 20F: 3 clusters Score -532450.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -532477.437500 Penalty: 2719.523438
	Iteration 21Q: 3 clusters Score -532477.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -532500.750000 Penalty: 2719.523438
	Iteration 22Q: 3 clusters Score -532500.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -532521.875000 Penalty: 2719.523438
	Iteration 23Q: 3 clusters Score -532521.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -532541.375000 Penalty: 2719.523438
	Iteration 24Q: 3 clusters Score -532541.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -532565.562500 Penalty: 2719.523438
	Iteration 25Q: 3 clusters Score -532565.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -532587.187500 Penalty: 2719.523438
	Iteration 26Q: 3 clusters Score -532587.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -532603.625000 Penalty: 2719.523438
	Iteration 27Q: 3 clusters Score -532603.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -532622.875000 Penalty: 2719.523438
	Iteration 28Q: 3 clusters Score -532622.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -532649.187500 Penalty: 2719.523438
	Iteration 29Q: 3 clusters Score -532649.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -532667.187500 Penalty: 2719.523438
	Iteration 30Q: 3 clusters Score -532667.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -532682.062500 Penalty: 2719.523438
	Iteration 31Q: 3 clusters Score -532682.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -532693.375000 Penalty: 2719.523438
	Iteration 32Q: 3 clusters Score -532693.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -532701.687500 Penalty: 2719.523438
	Iteration 33Q: 3 clusters Score -532701.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -532709.312500 Penalty: 2719.523438
	Iteration 34Q: 3 clusters Score -532709.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -532714.562500 Penalty: 2719.523438
	Iteration 35Q: 3 clusters Score -532714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -532716.750000 Penalty: 2719.523438
	Iteration 36Q: 3 clusters Score -532716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -532719.187500 Penalty: 2719.523438
	Iteration 37Q: 3 clusters Score -532719.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -532722.375000 Penalty: 2719.523438
	Iteration 38Q: 3 clusters Score -532722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -532724.375000 Penalty: 2719.523438
	Iteration 39Q: 3 clusters Score -532724.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -532727.187500 Penalty: 2719.523438
	Iteration 40F: 3 clusters Score -532727.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -532728.375000 Penalty: 2719.523438
	Iteration 41Q: 3 clusters Score -532728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -532729.125000 Penalty: 2719.523438
	Iteration 42Q: 3 clusters Score -532729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -532730.687500 Penalty: 2719.523438
	Iteration 43Q: 3 clusters Score -532730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -532732.750000 Penalty: 2719.523438
	Iteration 44Q: 3 clusters Score -532732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -532734.437500 Penalty: 2719.523438
	Iteration 45Q: 3 clusters Score -532734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -532736.187500 Penalty: 2719.523438
	Iteration 46Q: 3 clusters Score -532736.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -532743.875000 Penalty: 2719.523438
	Iteration 47Q: 3 clusters Score -532743.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -532748.687500 Penalty: 2719.523438
	Iteration 48Q: 3 clusters Score -532748.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -532753.750000 Penalty: 2719.523438
	Iteration 49Q: 3 clusters Score -532753.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -532760.687500 Penalty: 2719.523438
	Iteration 50Q: 3 clusters Score -532760.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -532770.562500 Penalty: 2719.523438
	Iteration 51Q: 3 clusters Score -532770.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -532777.375000 Penalty: 2719.523438
	Iteration 52Q: 3 clusters Score -532777.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -532786.687500 Penalty: 2719.523438
	Iteration 53Q: 3 clusters Score -532786.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -532789.187500 Penalty: 2719.523438
	Iteration 54Q: 3 clusters Score -532789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -532792.312500 Penalty: 2719.523438
	Iteration 55Q: 3 clusters Score -532792.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -532796.000000 Penalty: 2719.523438
	Iteration 56Q: 3 clusters Score -532796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -532797.312500 Penalty: 2719.523438
	Iteration 57Q: 3 clusters Score -532797.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -532799.000000 Penalty: 2719.523438
	Iteration 58Q: 3 clusters Score -532799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -532799.500000 Penalty: 2719.523438
	Iteration 59Q: 3 clusters Score -532799.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -532800.937500 Penalty: 2719.523438
	Iteration 60F: 3 clusters Score -532800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -532800.812500 Penalty: 2719.523438
	Iteration 61Q: 3 clusters Score -532800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -532800.562500 Penalty: 2719.523438
	Iteration 62Q: 3 clusters Score -532800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -532800.562500 Penalty: 2719.523438
	Iteration 63F: 3 clusters Score -532800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Entering Unmasked Estep 
Score: -288534.562500 Penalty: 1260.659790
	Iteration 0F: 2 clusters Score -288534.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -286234.281250 Penalty: 2521.319580
	Iteration 0F: 3 clusters Score -286234.3 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -286767.968750 Penalty: 2521.319580
	Iteration 1F: 3 clusters Score -286768 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -286909.750000 Penalty: 2521.319580
	Iteration 2F: 3 clusters Score -286909.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -287022.531250 Penalty: 2521.319580
	Iteration 3F: 3 clusters Score -287022.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -287127.937500 Penalty: 2521.319580
	Iteration 4Q: 3 clusters Score -287127.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -287251.156250 Penalty: 2521.319580
	Iteration 5F: 3 clusters Score -287251.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -287373.281250 Penalty: 2521.319580
	Iteration 6F: 3 clusters Score -287373.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287473.156250 Penalty: 2521.319580
	Iteration 7Q: 3 clusters Score -287473.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -287561.375000 Penalty: 2521.319580
	Iteration 8Q: 3 clusters Score -287561.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -287638.250000 Penalty: 2521.319580
	Iteration 9Q: 3 clusters Score -287638.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -287697.250000 Penalty: 2521.319580
	Iteration 10Q: 3 clusters Score -287697.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -287741.531250 Penalty: 2521.319580
	Iteration 11Q: 3 clusters Score -287741.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -287777.156250 Penalty: 2521.319580
	Iteration 12Q: 3 clusters Score -287777.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -287797.437500 Penalty: 2521.319580
	Iteration 13Q: 3 clusters Score -287797.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -287809.093750 Penalty: 2521.319580
	Iteration 14Q: 3 clusters Score -287809.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -287815.750000 Penalty: 2521.319580
	Iteration 15Q: 3 clusters Score -287815.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -287820.531250 Penalty: 2521.319580
	Iteration 16Q: 3 clusters Score -287820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -287823.593750 Penalty: 2521.319580
	Iteration 17Q: 3 clusters Score -287823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -287825.781250 Penalty: 2521.319580
	Iteration 18Q: 3 clusters Score -287825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -287828.750000 Penalty: 2521.319580
	Iteration 19Q: 3 clusters Score -287828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -287830.562500 Penalty: 2521.319580
	Iteration 20F: 3 clusters Score -287830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -287831.187500 Penalty: 2521.319580
	Iteration 21Q: 3 clusters Score -287831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -287831.187500 Penalty: 2521.319580
	Iteration 22F: 3 clusters Score -287831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93264 members 
Entering Unmasked Estep 
Score: -11982642.000000 Penalty: 1859.518311
	Iteration 0F: 2 clusters Score -1.198264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -11922789.000000 Penalty: 3719.036621
	Iteration 0F: 3 clusters Score -1.192279e+07 nChanged 44685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -11949015.000000 Penalty: 3719.036621
	Iteration 1F: 3 clusters Score -1.194902e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -11950138.000000 Penalty: 3719.036621
	Iteration 2Q: 3 clusters Score -1.195014e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -11951968.000000 Penalty: 3719.036621
	Iteration 3Q: 3 clusters Score -1.195197e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -11955306.000000 Penalty: 3719.036621
	Iteration 4F: 3 clusters Score -1.195531e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -11960446.000000 Penalty: 3719.036621
	Iteration 5F: 3 clusters Score -1.196045e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -11967358.000000 Penalty: 3719.036621
	Iteration 6F: 3 clusters Score -1.196736e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -11973563.000000 Penalty: 3719.036621
	Iteration 7F: 3 clusters Score -1.197356e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -11977536.000000 Penalty: 3719.036621
	Iteration 8Q: 3 clusters Score -1.197754e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -11979377.000000 Penalty: 3719.036621
	Iteration 9Q: 3 clusters Score -1.197938e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 90933 members 
Entering Unmasked Estep 
Score: -11980207.000000 Penalty: 3719.036621
	Iteration 10Q: 3 clusters Score -1.198021e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 91549 members 
Entering Unmasked Estep 
Score: -11980650.000000 Penalty: 3719.036621
	Iteration 11Q: 3 clusters Score -1.198065e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -11980842.000000 Penalty: 3719.036621
	Iteration 12Q: 3 clusters Score -1.198084e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 92050 members 
Entering Unmasked Estep 
Score: -11980911.000000 Penalty: 3719.036621
	Iteration 13Q: 3 clusters Score -1.198091e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 92180 members 
Entering Unmasked Estep 
Score: -11980953.000000 Penalty: 3719.036621
	Iteration 14Q: 3 clusters Score -1.198095e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -11981026.000000 Penalty: 3719.036621
	Iteration 15Q: 3 clusters Score -1.198103e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -11981066.000000 Penalty: 3719.036621
	Iteration 16Q: 3 clusters Score -1.198107e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -11981115.000000 Penalty: 3719.036621
	Iteration 17Q: 3 clusters Score -1.198112e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -11981150.000000 Penalty: 3719.036621
	Iteration 18Q: 3 clusters Score -1.198115e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -11981173.000000 Penalty: 3719.036621
	Iteration 19Q: 3 clusters Score -1.198117e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -11981194.000000 Penalty: 3719.036621
	Iteration 20F: 3 clusters Score -1.198119e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -11981211.000000 Penalty: 3719.036621
	Iteration 21Q: 3 clusters Score -1.198121e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -11981225.000000 Penalty: 3719.036621
	Iteration 22Q: 3 clusters Score -1.198122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -11981235.000000 Penalty: 3719.036621
	Iteration 23Q: 3 clusters Score -1.198124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -11981239.000000 Penalty: 3719.036621
	Iteration 24Q: 3 clusters Score -1.198124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -11981253.000000 Penalty: 3719.036621
	Iteration 25Q: 3 clusters Score -1.198125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -11981254.000000 Penalty: 3719.036621
	Iteration 26Q: 3 clusters Score -1.198125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -11981267.000000 Penalty: 3719.036621
	Iteration 27Q: 3 clusters Score -1.198127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -11981284.000000 Penalty: 3719.036621
	Iteration 28Q: 3 clusters Score -1.198128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -11981278.000000 Penalty: 3719.036621
	Iteration 29Q: 3 clusters Score -1.198128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 92542 members 
Entering Unmasked Estep 
Score: -11981288.000000 Penalty: 3719.036621
	Iteration 30Q: 3 clusters Score -1.198129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -11981290.000000 Penalty: 3719.036621
	Iteration 31Q: 3 clusters Score -1.198129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -11981294.000000 Penalty: 3719.036621
	Iteration 32Q: 3 clusters Score -1.198129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -11981300.000000 Penalty: 3719.036621
	Iteration 33Q: 3 clusters Score -1.19813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -11981307.000000 Penalty: 3719.036621
	Iteration 34Q: 3 clusters Score -1.198131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -11981306.000000 Penalty: 3719.036621
	Iteration 35Q: 3 clusters Score -1.198131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -11981303.000000 Penalty: 3719.036621
	Iteration 36Q: 3 clusters Score -1.19813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -11981296.000000 Penalty: 3719.036621
	Iteration 37Q: 3 clusters Score -1.19813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -11981308.000000 Penalty: 3719.036621
	Iteration 38Q: 3 clusters Score -1.198131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 92560 members 
Entering Unmasked Estep 
Score: -11981314.000000 Penalty: 3719.036621
	Iteration 39Q: 3 clusters Score -1.198131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -11981307.000000 Penalty: 3719.036621
	Iteration 40F: 3 clusters Score -1.198131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -11981309.000000 Penalty: 3719.036621
	Iteration 41Q: 3 clusters Score -1.198131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -11981316.000000 Penalty: 3719.036621
	Iteration 42Q: 3 clusters Score -1.198132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -11981318.000000 Penalty: 3719.036621
	Iteration 43Q: 3 clusters Score -1.198132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -11981312.000000 Penalty: 3719.036621
	Iteration 44Q: 3 clusters Score -1.198131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -11981322.000000 Penalty: 3719.036621
	Iteration 45Q: 3 clusters Score -1.198132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -11981315.000000 Penalty: 3719.036621
	Iteration 46Q: 3 clusters Score -1.198132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 92563 members 
Entering Unmasked Estep 
Score: -11981327.000000 Penalty: 3719.036621
	Iteration 47Q: 3 clusters Score -1.198133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 92563 members 
Entering Unmasked Estep 
Score: -11981330.000000 Penalty: 3719.036621
	Iteration 48Q: 3 clusters Score -1.198133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -11981333.000000 Penalty: 3719.036621
	Iteration 49Q: 3 clusters Score -1.198133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -11981334.000000 Penalty: 3719.036621
	Iteration 50Q: 3 clusters Score -1.198133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -11981334.000000 Penalty: 3719.036621
	Iteration 51F: 3 clusters Score -1.198133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -31205.593750 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -31205.59 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 169 members 
Entering Unmasked Estep 
Score: -30359.460938 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -30359.46 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30590.962891 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -30590.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30646.636719 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -30646.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30668.892578 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -30668.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30707.048828 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -30707.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30735.572266 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -30735.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30751.257812 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -30751.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30752.222656 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -30752.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30755.208984 Penalty: 1897.262329
	Iteration 8Q: 3 clusters Score -30755.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30757.003906 Penalty: 1897.262329
	Iteration 9Q: 3 clusters Score -30757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30758.658203 Penalty: 1897.262329
	Iteration 10Q: 3 clusters Score -30758.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30760.089844 Penalty: 1897.262329
	Iteration 11Q: 3 clusters Score -30760.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30761.533203 Penalty: 1897.262329
	Iteration 12Q: 3 clusters Score -30761.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30761.533203 Penalty: 1897.262329
	Iteration 13F: 3 clusters Score -30761.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Entering Unmasked Estep 
Score: -7200777.500000 Penalty: 1776.478882
	Iteration 0F: 2 clusters Score -7200778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -7163753.000000 Penalty: 3552.957764
	Iteration 0F: 3 clusters Score -7163753 nChanged 26189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -7178328.500000 Penalty: 3552.957764
	Iteration 1F: 3 clusters Score -7178328 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -7178807.000000 Penalty: 3552.957764
	Iteration 2Q: 3 clusters Score -7178807 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -7179307.000000 Penalty: 3552.957764
	Iteration 3Q: 3 clusters Score -7179307 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -7179976.500000 Penalty: 3552.957764
	Iteration 4Q: 3 clusters Score -7179976 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -7180935.000000 Penalty: 3552.957764
	Iteration 5Q: 3 clusters Score -7180935 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -7182041.000000 Penalty: 3552.957764
	Iteration 6Q: 3 clusters Score -7182041 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -7183646.500000 Penalty: 3552.957764
	Iteration 7Q: 3 clusters Score -7183646 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -7185699.000000 Penalty: 3552.957764
	Iteration 8F: 3 clusters Score -7185699 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -7188021.000000 Penalty: 3552.957764
	Iteration 9F: 3 clusters Score -7188021 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -7190185.000000 Penalty: 3552.957764
	Iteration 10F: 3 clusters Score -7190185 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -7191940.000000 Penalty: 3552.957764
	Iteration 11Q: 3 clusters Score -7191940 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -7193124.500000 Penalty: 3552.957764
	Iteration 12Q: 3 clusters Score -7193124 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -7193945.500000 Penalty: 3552.957764
	Iteration 13Q: 3 clusters Score -7193946 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -7194556.000000 Penalty: 3552.957764
	Iteration 14Q: 3 clusters Score -7194556 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -7195114.500000 Penalty: 3552.957764
	Iteration 15Q: 3 clusters Score -7195114 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -7195635.000000 Penalty: 3552.957764
	Iteration 16Q: 3 clusters Score -7195635 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -7196128.000000 Penalty: 3552.957764
	Iteration 17Q: 3 clusters Score -7196128 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -7196594.500000 Penalty: 3552.957764
	Iteration 18Q: 3 clusters Score -7196594 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -7197036.500000 Penalty: 3552.957764
	Iteration 19Q: 3 clusters Score -7197036 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -7197425.000000 Penalty: 3552.957764
	Iteration 20F: 3 clusters Score -7197425 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -7197683.000000 Penalty: 3552.957764
	Iteration 21Q: 3 clusters Score -7197683 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -7197923.000000 Penalty: 3552.957764
	Iteration 22Q: 3 clusters Score -7197923 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7198082.000000 Penalty: 3552.957764
	Iteration 23Q: 3 clusters Score -7198082 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7198308.500000 Penalty: 3552.957764
	Iteration 24Q: 3 clusters Score -7198308 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7198470.500000 Penalty: 3552.957764
	Iteration 25Q: 3 clusters Score -7198470 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7198594.000000 Penalty: 3552.957764
	Iteration 26Q: 3 clusters Score -7198594 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7198737.500000 Penalty: 3552.957764
	Iteration 27Q: 3 clusters Score -7198738 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7198851.000000 Penalty: 3552.957764
	Iteration 28Q: 3 clusters Score -7198851 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7198940.500000 Penalty: 3552.957764
	Iteration 29Q: 3 clusters Score -7198940 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7198991.000000 Penalty: 3552.957764
	Iteration 30Q: 3 clusters Score -7198991 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7199038.500000 Penalty: 3552.957764
	Iteration 31Q: 3 clusters Score -7199038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7199073.500000 Penalty: 3552.957764
	Iteration 32Q: 3 clusters Score -7199074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7199124.500000 Penalty: 3552.957764
	Iteration 33Q: 3 clusters Score -7199124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7199172.500000 Penalty: 3552.957764
	Iteration 34Q: 3 clusters Score -7199172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7199206.500000 Penalty: 3552.957764
	Iteration 35Q: 3 clusters Score -7199206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7199233.500000 Penalty: 3552.957764
	Iteration 36Q: 3 clusters Score -7199234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7199227.500000 Penalty: 3552.957764
	Iteration 37Q: 3 clusters Score -7199228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7199237.500000 Penalty: 3552.957764
	Iteration 38Q: 3 clusters Score -7199238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7199247.000000 Penalty: 3552.957764
	Iteration 39Q: 3 clusters Score -7199247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7199250.000000 Penalty: 3552.957764
	Iteration 40F: 3 clusters Score -7199250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7199243.500000 Penalty: 3552.957764
	Iteration 41Q: 3 clusters Score -7199244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7199245.000000 Penalty: 3552.957764
	Iteration 42Q: 3 clusters Score -7199245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7199248.000000 Penalty: 3552.957764
	Iteration 43Q: 3 clusters Score -7199248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7199248.000000 Penalty: 3552.957764
	Iteration 44F: 3 clusters Score -7199248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74784 members 
Entering Unmasked Estep 
Score: -9647461.000000 Penalty: 1823.633423
	Iteration 0F: 2 clusters Score -9647461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -9598279.000000 Penalty: 3647.266846
	Iteration 0F: 3 clusters Score -9598279 nChanged 35622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -9618673.000000 Penalty: 3647.266846
	Iteration 1F: 3 clusters Score -9618673 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -9619281.000000 Penalty: 3647.266846
	Iteration 2Q: 3 clusters Score -9619281 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -9619916.000000 Penalty: 3647.266846
	Iteration 3Q: 3 clusters Score -9619916 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -9620785.000000 Penalty: 3647.266846
	Iteration 4Q: 3 clusters Score -9620785 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -9621933.000000 Penalty: 3647.266846
	Iteration 5Q: 3 clusters Score -9621933 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -9623756.000000 Penalty: 3647.266846
	Iteration 6Q: 3 clusters Score -9623756 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -9626594.000000 Penalty: 3647.266846
	Iteration 7F: 3 clusters Score -9626594 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -9630462.000000 Penalty: 3647.266846
	Iteration 8F: 3 clusters Score -9630462 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -9633867.000000 Penalty: 3647.266846
	Iteration 9F: 3 clusters Score -9633867 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -9635544.000000 Penalty: 3647.266846
	Iteration 10Q: 3 clusters Score -9635544 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -9636288.000000 Penalty: 3647.266846
	Iteration 11Q: 3 clusters Score -9636288 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -9636726.000000 Penalty: 3647.266846
	Iteration 12Q: 3 clusters Score -9636726 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -9637028.000000 Penalty: 3647.266846
	Iteration 13Q: 3 clusters Score -9637028 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -9637350.000000 Penalty: 3647.266846
	Iteration 14Q: 3 clusters Score -9637350 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -9637736.000000 Penalty: 3647.266846
	Iteration 15Q: 3 clusters Score -9637736 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -9638104.000000 Penalty: 3647.266846
	Iteration 16Q: 3 clusters Score -9638104 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -9638581.000000 Penalty: 3647.266846
	Iteration 17Q: 3 clusters Score -9638581 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -9639018.000000 Penalty: 3647.266846
	Iteration 18Q: 3 clusters Score -9639018 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -9639342.000000 Penalty: 3647.266846
	Iteration 19Q: 3 clusters Score -9639342 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -9639717.000000 Penalty: 3647.266846
	Iteration 20F: 3 clusters Score -9639717 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -9640117.000000 Penalty: 3647.266846
	Iteration 21Q: 3 clusters Score -9640117 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -9640559.000000 Penalty: 3647.266846
	Iteration 22Q: 3 clusters Score -9640559 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -9641004.000000 Penalty: 3647.266846
	Iteration 23Q: 3 clusters Score -9641004 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -9641446.000000 Penalty: 3647.266846
	Iteration 24Q: 3 clusters Score -9641446 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -9641945.000000 Penalty: 3647.266846
	Iteration 25Q: 3 clusters Score -9641945 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -9642406.000000 Penalty: 3647.266846
	Iteration 26Q: 3 clusters Score -9642406 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -9642966.000000 Penalty: 3647.266846
	Iteration 27Q: 3 clusters Score -9642966 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -9643434.000000 Penalty: 3647.266846
	Iteration 28Q: 3 clusters Score -9643434 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -9643988.000000 Penalty: 3647.266846
	Iteration 29Q: 3 clusters Score -9643988 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -9644417.000000 Penalty: 3647.266846
	Iteration 30Q: 3 clusters Score -9644417 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -9644773.000000 Penalty: 3647.266846
	Iteration 31Q: 3 clusters Score -9644773 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -9645039.000000 Penalty: 3647.266846
	Iteration 32Q: 3 clusters Score -9645039 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -9645297.000000 Penalty: 3647.266846
	Iteration 33Q: 3 clusters Score -9645297 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -9645476.000000 Penalty: 3647.266846
	Iteration 34Q: 3 clusters Score -9645476 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -9645607.000000 Penalty: 3647.266846
	Iteration 35Q: 3 clusters Score -9645607 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -9645701.000000 Penalty: 3647.266846
	Iteration 36Q: 3 clusters Score -9645701 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -9645744.000000 Penalty: 3647.266846
	Iteration 37Q: 3 clusters Score -9645744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -9645799.000000 Penalty: 3647.266846
	Iteration 38Q: 3 clusters Score -9645799 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -9645848.000000 Penalty: 3647.266846
	Iteration 39Q: 3 clusters Score -9645848 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -9645893.000000 Penalty: 3647.266846
	Iteration 40F: 3 clusters Score -9645893 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -9645947.000000 Penalty: 3647.266846
	Iteration 41Q: 3 clusters Score -9645947 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -9645981.000000 Penalty: 3647.266846
	Iteration 42Q: 3 clusters Score -9645981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -9645995.000000 Penalty: 3647.266846
	Iteration 43Q: 3 clusters Score -9645995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -9646017.000000 Penalty: 3647.266846
	Iteration 44Q: 3 clusters Score -9646017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -9646042.000000 Penalty: 3647.266846
	Iteration 45Q: 3 clusters Score -9646042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -9646039.000000 Penalty: 3647.266846
	Iteration 46Q: 3 clusters Score -9646039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -9646037.000000 Penalty: 3647.266846
	Iteration 47Q: 3 clusters Score -9646037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -9646045.000000 Penalty: 3647.266846
	Iteration 48Q: 3 clusters Score -9646045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -9646049.000000 Penalty: 3647.266846
	Iteration 49Q: 3 clusters Score -9646049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -9646052.000000 Penalty: 3647.266846
	Iteration 50Q: 3 clusters Score -9646052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -9646045.000000 Penalty: 3647.266846
	Iteration 51Q: 3 clusters Score -9646045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -9646045.000000 Penalty: 3647.266846
	Iteration 52Q: 3 clusters Score -9646045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -9646048.000000 Penalty: 3647.266846
	Iteration 53Q: 3 clusters Score -9646048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -9646040.000000 Penalty: 3647.266846
	Iteration 54Q: 3 clusters Score -9646040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -9646043.000000 Penalty: 3647.266846
	Iteration 55Q: 3 clusters Score -9646043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -9646046.000000 Penalty: 3647.266846
	Iteration 56Q: 3 clusters Score -9646046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -9646047.000000 Penalty: 3647.266846
	Iteration 57Q: 3 clusters Score -9646047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -9646045.000000 Penalty: 3647.266846
	Iteration 58Q: 3 clusters Score -9646045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -9646045.000000 Penalty: 3647.266846
	Iteration 59Q: 3 clusters Score -9646045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -9646045.000000 Penalty: 3647.266846
	Iteration 60F: 3 clusters Score -9646045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Entering Unmasked Estep 
Score: -1428860.750000 Penalty: 1515.067139
	Iteration 0F: 2 clusters Score -1428861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1420817.375000 Penalty: 3030.134277
	Iteration 0F: 3 clusters Score -1420817 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1423509.125000 Penalty: 3030.134277
	Iteration 1F: 3 clusters Score -1423509 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1423727.375000 Penalty: 3030.134277
	Iteration 2F: 3 clusters Score -1423727 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1423867.750000 Penalty: 3030.134277
	Iteration 3Q: 3 clusters Score -1423868 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1424003.000000 Penalty: 3030.134277
	Iteration 4Q: 3 clusters Score -1424003 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1424128.875000 Penalty: 3030.134277
	Iteration 5Q: 3 clusters Score -1424129 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1424261.500000 Penalty: 3030.134277
	Iteration 6Q: 3 clusters Score -1424262 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1424425.500000 Penalty: 3030.134277
	Iteration 7Q: 3 clusters Score -1424426 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1424610.875000 Penalty: 3030.134277
	Iteration 8Q: 3 clusters Score -1424611 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1424886.000000 Penalty: 3030.134277
	Iteration 9Q: 3 clusters Score -1424886 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1425260.875000 Penalty: 3030.134277
	Iteration 10F: 3 clusters Score -1425261 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1425672.500000 Penalty: 3030.134277
	Iteration 11F: 3 clusters Score -1425672 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1426091.625000 Penalty: 3030.134277
	Iteration 12Q: 3 clusters Score -1426092 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1426482.250000 Penalty: 3030.134277
	Iteration 13Q: 3 clusters Score -1426482 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1426825.250000 Penalty: 3030.134277
	Iteration 14Q: 3 clusters Score -1426825 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1427089.125000 Penalty: 3030.134277
	Iteration 15Q: 3 clusters Score -1427089 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1427245.500000 Penalty: 3030.134277
	Iteration 16Q: 3 clusters Score -1427246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1427357.625000 Penalty: 3030.134277
	Iteration 17Q: 3 clusters Score -1427358 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1427435.625000 Penalty: 3030.134277
	Iteration 18Q: 3 clusters Score -1427436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1427490.125000 Penalty: 3030.134277
	Iteration 19Q: 3 clusters Score -1427490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1427531.500000 Penalty: 3030.134277
	Iteration 20F: 3 clusters Score -1427532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1427569.375000 Penalty: 3030.134277
	Iteration 21Q: 3 clusters Score -1427569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1427586.125000 Penalty: 3030.134277
	Iteration 22Q: 3 clusters Score -1427586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1427594.000000 Penalty: 3030.134277
	Iteration 23Q: 3 clusters Score -1427594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1427600.125000 Penalty: 3030.134277
	Iteration 24Q: 3 clusters Score -1427600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1427604.750000 Penalty: 3030.134277
	Iteration 25Q: 3 clusters Score -1427605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1427610.625000 Penalty: 3030.134277
	Iteration 26Q: 3 clusters Score -1427611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1427618.625000 Penalty: 3030.134277
	Iteration 27Q: 3 clusters Score -1427619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1427624.375000 Penalty: 3030.134277
	Iteration 28Q: 3 clusters Score -1427624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1427628.125000 Penalty: 3030.134277
	Iteration 29Q: 3 clusters Score -1427628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1427628.875000 Penalty: 3030.134277
	Iteration 30Q: 3 clusters Score -1427629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1427628.875000 Penalty: 3030.134277
	Iteration 31F: 3 clusters Score -1427629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -15923.520508 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -15923.52 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 130 members 
Entering Unmasked Estep 
Score: -15258.602539 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -15258.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15441.563477 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -15441.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15478.256836 Penalty: 1797.064453
	Iteration 2Q: 3 clusters Score -15478.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15489.673828 Penalty: 1797.064453
	Iteration 3Q: 3 clusters Score -15489.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15492.696289 Penalty: 1797.064453
	Iteration 4Q: 3 clusters Score -15492.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15492.696289 Penalty: 1797.064453
	Iteration 5F: 3 clusters Score -15492.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Entering Unmasked Estep 
Score: -6386896.500000 Penalty: 1757.049561
	Iteration 0F: 2 clusters Score -6386896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -6353885.000000 Penalty: 3514.099121
	Iteration 0F: 3 clusters Score -6353885 nChanged 23168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6366608.000000 Penalty: 3514.099121
	Iteration 1F: 3 clusters Score -6366608 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -6367079.000000 Penalty: 3514.099121
	Iteration 2Q: 3 clusters Score -6367079 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -6367703.500000 Penalty: 3514.099121
	Iteration 3Q: 3 clusters Score -6367704 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -6368647.000000 Penalty: 3514.099121
	Iteration 4Q: 3 clusters Score -6368647 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -6370184.000000 Penalty: 3514.099121
	Iteration 5F: 3 clusters Score -6370184 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -6372682.500000 Penalty: 3514.099121
	Iteration 6F: 3 clusters Score -6372682 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -6376389.000000 Penalty: 3514.099121
	Iteration 7F: 3 clusters Score -6376389 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6380393.500000 Penalty: 3514.099121
	Iteration 8F: 3 clusters Score -6380394 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6383347.000000 Penalty: 3514.099121
	Iteration 9F: 3 clusters Score -6383347 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6384703.500000 Penalty: 3514.099121
	Iteration 10Q: 3 clusters Score -6384704 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6385202.000000 Penalty: 3514.099121
	Iteration 11Q: 3 clusters Score -6385202 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6385357.500000 Penalty: 3514.099121
	Iteration 12Q: 3 clusters Score -6385358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6385421.000000 Penalty: 3514.099121
	Iteration 13Q: 3 clusters Score -6385421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6385447.500000 Penalty: 3514.099121
	Iteration 14Q: 3 clusters Score -6385448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6385476.500000 Penalty: 3514.099121
	Iteration 15Q: 3 clusters Score -6385476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6385480.500000 Penalty: 3514.099121
	Iteration 16Q: 3 clusters Score -6385480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6385485.500000 Penalty: 3514.099121
	Iteration 17Q: 3 clusters Score -6385486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6385487.000000 Penalty: 3514.099121
	Iteration 18Q: 3 clusters Score -6385487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6385489.000000 Penalty: 3514.099121
	Iteration 19Q: 3 clusters Score -6385489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6385492.500000 Penalty: 3514.099121
	Iteration 20F: 3 clusters Score -6385492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6385500.500000 Penalty: 3514.099121
	Iteration 21Q: 3 clusters Score -6385500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6385499.000000 Penalty: 3514.099121
	Iteration 22Q: 3 clusters Score -6385499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6385499.000000 Penalty: 3514.099121
	Iteration 23F: 3 clusters Score -6385499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Entering Unmasked Estep 
Score: -2895352.000000 Penalty: 1627.601929
	Iteration 0F: 2 clusters Score -2895352 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 11146 members 
Entering Unmasked Estep 
Score: -2880126.500000 Penalty: 3255.203857
	Iteration 0F: 3 clusters Score -2880126 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2885686.000000 Penalty: 3255.203857
	Iteration 1F: 3 clusters Score -2885686 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2886038.000000 Penalty: 3255.203857
	Iteration 2Q: 3 clusters Score -2886038 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2886376.500000 Penalty: 3255.203857
	Iteration 3Q: 3 clusters Score -2886376 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2886674.250000 Penalty: 3255.203857
	Iteration 4Q: 3 clusters Score -2886674 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2887019.000000 Penalty: 3255.203857
	Iteration 5Q: 3 clusters Score -2887019 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2887436.750000 Penalty: 3255.203857
	Iteration 6Q: 3 clusters Score -2887437 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2887905.250000 Penalty: 3255.203857
	Iteration 7Q: 3 clusters Score -2887905 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2888525.750000 Penalty: 3255.203857
	Iteration 8Q: 3 clusters Score -2888526 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2889344.750000 Penalty: 3255.203857
	Iteration 9F: 3 clusters Score -2889345 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2890275.500000 Penalty: 3255.203857
	Iteration 10F: 3 clusters Score -2890276 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2891318.000000 Penalty: 3255.203857
	Iteration 11F: 3 clusters Score -2891318 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2892234.750000 Penalty: 3255.203857
	Iteration 12Q: 3 clusters Score -2892235 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2892824.500000 Penalty: 3255.203857
	Iteration 13Q: 3 clusters Score -2892824 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2893235.500000 Penalty: 3255.203857
	Iteration 14Q: 3 clusters Score -2893236 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2893472.750000 Penalty: 3255.203857
	Iteration 15Q: 3 clusters Score -2893473 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2893649.500000 Penalty: 3255.203857
	Iteration 16Q: 3 clusters Score -2893650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2893770.500000 Penalty: 3255.203857
	Iteration 17Q: 3 clusters Score -2893770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2893833.500000 Penalty: 3255.203857
	Iteration 18Q: 3 clusters Score -2893834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2893862.000000 Penalty: 3255.203857
	Iteration 19Q: 3 clusters Score -2893862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2893878.000000 Penalty: 3255.203857
	Iteration 20F: 3 clusters Score -2893878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2893887.750000 Penalty: 3255.203857
	Iteration 21Q: 3 clusters Score -2893888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2893902.250000 Penalty: 3255.203857
	Iteration 22Q: 3 clusters Score -2893902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2893911.750000 Penalty: 3255.203857
	Iteration 23Q: 3 clusters Score -2893912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2893913.750000 Penalty: 3255.203857
	Iteration 24Q: 3 clusters Score -2893914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2893916.750000 Penalty: 3255.203857
	Iteration 25Q: 3 clusters Score -2893917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2893918.750000 Penalty: 3255.203857
	Iteration 26Q: 3 clusters Score -2893919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2893925.500000 Penalty: 3255.203857
	Iteration 27Q: 3 clusters Score -2893926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2893925.000000 Penalty: 3255.203857
	Iteration 28Q: 3 clusters Score -2893925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2893925.000000 Penalty: 3255.203857
	Iteration 29F: 3 clusters Score -2893925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -18831.861328 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18831.86 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 106 members 
Entering Unmasked Estep 
Score: -18168.275391 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -18168.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18481.396484 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -18481.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18564.267578 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -18564.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18568.876953 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18568.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18572.650391 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18572.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18572.650391 Penalty: 1737.809937
	Iteration 5F: 3 clusters Score -18572.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -29082.408203 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -29082.41 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 145 members 
Entering Unmasked Estep 
Score: -28296.347656 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -28296.35 nChanged 52
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: -28395.216797 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -28395.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28433.779297 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -28433.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28453.839844 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -28453.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28454.816406 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -28454.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28454.816406 Penalty: 1817.070801
	Iteration 5F: 3 clusters Score -28454.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Entering Unmasked Estep 
Score: -2473752.000000 Penalty: 1602.657837
	Iteration 0F: 2 clusters Score -2473752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2460676.750000 Penalty: 3205.315674
	Iteration 0F: 3 clusters Score -2460677 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2465586.000000 Penalty: 3205.315674
	Iteration 1F: 3 clusters Score -2465586 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2466082.250000 Penalty: 3205.315674
	Iteration 2F: 3 clusters Score -2466082 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2466620.500000 Penalty: 3205.315674
	Iteration 3F: 3 clusters Score -2466620 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2467341.000000 Penalty: 3205.315674
	Iteration 4F: 3 clusters Score -2467341 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2468361.250000 Penalty: 3205.315674
	Iteration 5F: 3 clusters Score -2468361 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2469571.000000 Penalty: 3205.315674
	Iteration 6F: 3 clusters Score -2469571 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2470626.000000 Penalty: 3205.315674
	Iteration 7F: 3 clusters Score -2470626 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2471200.750000 Penalty: 3205.315674
	Iteration 8Q: 3 clusters Score -2471201 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2471464.000000 Penalty: 3205.315674
	Iteration 9Q: 3 clusters Score -2471464 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2471608.250000 Penalty: 3205.315674
	Iteration 10Q: 3 clusters Score -2471608 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2471708.000000 Penalty: 3205.315674
	Iteration 11Q: 3 clusters Score -2471708 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2471782.500000 Penalty: 3205.315674
	Iteration 12Q: 3 clusters Score -2471782 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2471859.500000 Penalty: 3205.315674
	Iteration 13Q: 3 clusters Score -2471860 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2471911.750000 Penalty: 3205.315674
	Iteration 14Q: 3 clusters Score -2471912 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2471965.250000 Penalty: 3205.315674
	Iteration 15Q: 3 clusters Score -2471965 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2472012.500000 Penalty: 3205.315674
	Iteration 16Q: 3 clusters Score -2472012 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2472060.000000 Penalty: 3205.315674
	Iteration 17Q: 3 clusters Score -2472060 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2472103.000000 Penalty: 3205.315674
	Iteration 18Q: 3 clusters Score -2472103 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2472129.250000 Penalty: 3205.315674
	Iteration 19Q: 3 clusters Score -2472129 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2472148.750000 Penalty: 3205.315674
	Iteration 20F: 3 clusters Score -2472149 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2472163.250000 Penalty: 3205.315674
	Iteration 21Q: 3 clusters Score -2472163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2472179.250000 Penalty: 3205.315674
	Iteration 22Q: 3 clusters Score -2472179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2472187.000000 Penalty: 3205.315674
	Iteration 23Q: 3 clusters Score -2472187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2472193.750000 Penalty: 3205.315674
	Iteration 24Q: 3 clusters Score -2472194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2472204.500000 Penalty: 3205.315674
	Iteration 25Q: 3 clusters Score -2472204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2472227.250000 Penalty: 3205.315674
	Iteration 26Q: 3 clusters Score -2472227 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2472242.250000 Penalty: 3205.315674
	Iteration 27Q: 3 clusters Score -2472242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2472267.000000 Penalty: 3205.315674
	Iteration 28Q: 3 clusters Score -2472267 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2472278.000000 Penalty: 3205.315674
	Iteration 29Q: 3 clusters Score -2472278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2472284.500000 Penalty: 3205.315674
	Iteration 30Q: 3 clusters Score -2472284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2472296.250000 Penalty: 3205.315674
	Iteration 31Q: 3 clusters Score -2472296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2472303.750000 Penalty: 3205.315674
	Iteration 32Q: 3 clusters Score -2472304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2472304.250000 Penalty: 3205.315674
	Iteration 33Q: 3 clusters Score -2472304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2472316.500000 Penalty: 3205.315674
	Iteration 34Q: 3 clusters Score -2472316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2472325.750000 Penalty: 3205.315674
	Iteration 35Q: 3 clusters Score -2472326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2472329.750000 Penalty: 3205.315674
	Iteration 36Q: 3 clusters Score -2472330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2472329.000000 Penalty: 3205.315674
	Iteration 37Q: 3 clusters Score -2472329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2472338.250000 Penalty: 3205.315674
	Iteration 38Q: 3 clusters Score -2472338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2472334.750000 Penalty: 3205.315674
	Iteration 39Q: 3 clusters Score -2472335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2472347.250000 Penalty: 3205.315674
	Iteration 40F: 3 clusters Score -2472347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2472354.500000 Penalty: 3205.315674
	Iteration 41Q: 3 clusters Score -2472354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2472361.750000 Penalty: 3205.315674
	Iteration 42Q: 3 clusters Score -2472362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2472365.000000 Penalty: 3205.315674
	Iteration 43Q: 3 clusters Score -2472365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2472364.250000 Penalty: 3205.315674
	Iteration 44Q: 3 clusters Score -2472364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2472369.500000 Penalty: 3205.315674
	Iteration 45Q: 3 clusters Score -2472370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2472376.500000 Penalty: 3205.315674
	Iteration 46Q: 3 clusters Score -2472376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2472383.250000 Penalty: 3205.315674
	Iteration 47Q: 3 clusters Score -2472383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2472386.000000 Penalty: 3205.315674
	Iteration 48Q: 3 clusters Score -2472386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2472391.000000 Penalty: 3205.315674
	Iteration 49Q: 3 clusters Score -2472391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2472397.000000 Penalty: 3205.315674
	Iteration 50Q: 3 clusters Score -2472397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2472396.250000 Penalty: 3205.315674
	Iteration 51Q: 3 clusters Score -2472396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2472397.500000 Penalty: 3205.315674
	Iteration 52Q: 3 clusters Score -2472398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2472397.000000 Penalty: 3205.315674
	Iteration 53Q: 3 clusters Score -2472397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2472400.250000 Penalty: 3205.315674
	Iteration 54Q: 3 clusters Score -2472400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2472403.250000 Penalty: 3205.315674
	Iteration 55Q: 3 clusters Score -2472403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2472406.500000 Penalty: 3205.315674
	Iteration 56Q: 3 clusters Score -2472406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2472404.500000 Penalty: 3205.315674
	Iteration 57Q: 3 clusters Score -2472404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2472410.500000 Penalty: 3205.315674
	Iteration 58Q: 3 clusters Score -2472410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2472405.250000 Penalty: 3205.315674
	Iteration 59Q: 3 clusters Score -2472405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2472409.250000 Penalty: 3205.315674
	Iteration 60F: 3 clusters Score -2472409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2472411.500000 Penalty: 3205.315674
	Iteration 61Q: 3 clusters Score -2472412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2472414.250000 Penalty: 3205.315674
	Iteration 62Q: 3 clusters Score -2472414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2472414.750000 Penalty: 3205.315674
	Iteration 63Q: 3 clusters Score -2472415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2472419.250000 Penalty: 3205.315674
	Iteration 64Q: 3 clusters Score -2472419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2472424.750000 Penalty: 3205.315674
	Iteration 65Q: 3 clusters Score -2472425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2472417.250000 Penalty: 3205.315674
	Iteration 66Q: 3 clusters Score -2472417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2472419.500000 Penalty: 3205.315674
	Iteration 67Q: 3 clusters Score -2472420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2472417.250000 Penalty: 3205.315674
	Iteration 68Q: 3 clusters Score -2472417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2472417.500000 Penalty: 3205.315674
	Iteration 69Q: 3 clusters Score -2472418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2472416.750000 Penalty: 3205.315674
	Iteration 70Q: 3 clusters Score -2472417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2472417.500000 Penalty: 3205.315674
	Iteration 71Q: 3 clusters Score -2472418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2472418.750000 Penalty: 3205.315674
	Iteration 72Q: 3 clusters Score -2472419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2472418.750000 Penalty: 3205.315674
	Iteration 73F: 3 clusters Score -2472419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Entering Unmasked Estep 
Score: -10341235.000000 Penalty: 1835.076294
	Iteration 0F: 2 clusters Score -1.034124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -10288899.000000 Penalty: 3670.152588
	Iteration 0F: 3 clusters Score -1.02889e+07 nChanged 38143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -10311175.000000 Penalty: 3670.152588
	Iteration 1F: 3 clusters Score -1.031118e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -10312183.000000 Penalty: 3670.152588
	Iteration 2Q: 3 clusters Score -1.031218e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -10313772.000000 Penalty: 3670.152588
	Iteration 3Q: 3 clusters Score -1.031377e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -10316474.000000 Penalty: 3670.152588
	Iteration 4F: 3 clusters Score -1.031647e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -10321018.000000 Penalty: 3670.152588
	Iteration 5F: 3 clusters Score -1.032102e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -10326639.000000 Penalty: 3670.152588
	Iteration 6F: 3 clusters Score -1.032664e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -10331659.000000 Penalty: 3670.152588
	Iteration 7F: 3 clusters Score -1.033166e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -10335246.000000 Penalty: 3670.152588
	Iteration 8F: 3 clusters Score -1.033525e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -10337466.000000 Penalty: 3670.152588
	Iteration 9Q: 3 clusters Score -1.033747e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -10338646.000000 Penalty: 3670.152588
	Iteration 10Q: 3 clusters Score -1.033865e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
Score: -10339174.000000 Penalty: 3670.152588
	Iteration 11Q: 3 clusters Score -1.033917e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
Score: -10339415.000000 Penalty: 3670.152588
	Iteration 12Q: 3 clusters Score -1.033942e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -10339522.000000 Penalty: 3670.152588
	Iteration 13Q: 3 clusters Score -1.033952e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -10339595.000000 Penalty: 3670.152588
	Iteration 14Q: 3 clusters Score -1.03396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -10339635.000000 Penalty: 3670.152588
	Iteration 15Q: 3 clusters Score -1.033964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -10339670.000000 Penalty: 3670.152588
	Iteration 16Q: 3 clusters Score -1.033967e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -10339683.000000 Penalty: 3670.152588
	Iteration 17Q: 3 clusters Score -1.033968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -10339681.000000 Penalty: 3670.152588
	Iteration 18Q: 3 clusters Score -1.033968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -10339686.000000 Penalty: 3670.152588
	Iteration 19Q: 3 clusters Score -1.033969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -10339690.000000 Penalty: 3670.152588
	Iteration 20F: 3 clusters Score -1.033969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -10339697.000000 Penalty: 3670.152588
	Iteration 21Q: 3 clusters Score -1.03397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
Score: -10339699.000000 Penalty: 3670.152588
	Iteration 22Q: 3 clusters Score -1.03397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -10339706.000000 Penalty: 3670.152588
	Iteration 23Q: 3 clusters Score -1.033971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -10339698.000000 Penalty: 3670.152588
	Iteration 24Q: 3 clusters Score -1.03397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -10339695.000000 Penalty: 3670.152588
	Iteration 25Q: 3 clusters Score -1.03397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -10339705.000000 Penalty: 3670.152588
	Iteration 26Q: 3 clusters Score -1.03397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -10339705.000000 Penalty: 3670.152588
	Iteration 27F: 3 clusters Score -1.03397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (95933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Entering Unmasked Estep 
Score: -12320374.000000 Penalty: 1864.103271
	Iteration 0F: 2 clusters Score -1.232037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -12257668.000000 Penalty: 3728.206543
	Iteration 0F: 3 clusters Score -1.225767e+07 nChanged 45630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -12283956.000000 Penalty: 3728.206543
	Iteration 1F: 3 clusters Score -1.228396e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -12284557.000000 Penalty: 3728.206543
	Iteration 2Q: 3 clusters Score -1.228456e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -12285329.000000 Penalty: 3728.206543
	Iteration 3Q: 3 clusters Score -1.228533e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -12286470.000000 Penalty: 3728.206543
	Iteration 4Q: 3 clusters Score -1.228647e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -12288489.000000 Penalty: 3728.206543
	Iteration 5Q: 3 clusters Score -1.228849e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -12291967.000000 Penalty: 3728.206543
	Iteration 6F: 3 clusters Score -1.229197e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 70730 members 
Entering Unmasked Estep 
Score: -12297088.000000 Penalty: 3728.206543
	Iteration 7F: 3 clusters Score -1.229709e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -12303277.000000 Penalty: 3728.206543
	Iteration 8F: 3 clusters Score -1.230328e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -12308963.000000 Penalty: 3728.206543
	Iteration 9F: 3 clusters Score -1.230896e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -12313099.000000 Penalty: 3728.206543
	Iteration 10Q: 3 clusters Score -1.23131e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -12315649.000000 Penalty: 3728.206543
	Iteration 11Q: 3 clusters Score -1.231565e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -12317056.000000 Penalty: 3728.206543
	Iteration 12Q: 3 clusters Score -1.231706e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 94531 members 
Entering Unmasked Estep 
Score: -12317839.000000 Penalty: 3728.206543
	Iteration 13Q: 3 clusters Score -1.231784e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -12318258.000000 Penalty: 3728.206543
	Iteration 14Q: 3 clusters Score -1.231826e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -12318471.000000 Penalty: 3728.206543
	Iteration 15Q: 3 clusters Score -1.231847e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 95467 members 
Entering Unmasked Estep 
Score: -12318578.000000 Penalty: 3728.206543
	Iteration 16Q: 3 clusters Score -1.231858e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -12318638.000000 Penalty: 3728.206543
	Iteration 17Q: 3 clusters Score -1.231864e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -12318670.000000 Penalty: 3728.206543
	Iteration 18Q: 3 clusters Score -1.231867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 95609 members 
Entering Unmasked Estep 
Score: -12318702.000000 Penalty: 3728.206543
	Iteration 19Q: 3 clusters Score -1.23187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -12318714.000000 Penalty: 3728.206543
	Iteration 20F: 3 clusters Score -1.231871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -12318723.000000 Penalty: 3728.206543
	Iteration 21Q: 3 clusters Score -1.231872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -12318748.000000 Penalty: 3728.206543
	Iteration 22Q: 3 clusters Score -1.231875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -12318755.000000 Penalty: 3728.206543
	Iteration 23Q: 3 clusters Score -1.231876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -12318777.000000 Penalty: 3728.206543
	Iteration 24Q: 3 clusters Score -1.231878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -12318775.000000 Penalty: 3728.206543
	Iteration 25Q: 3 clusters Score -1.231878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -12318780.000000 Penalty: 3728.206543
	Iteration 26Q: 3 clusters Score -1.231878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 95662 members 
Entering Unmasked Estep 
Score: -12318774.000000 Penalty: 3728.206543
	Iteration 27Q: 3 clusters Score -1.231877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -12318779.000000 Penalty: 3728.206543
	Iteration 28Q: 3 clusters Score -1.231878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -12318783.000000 Penalty: 3728.206543
	Iteration 29Q: 3 clusters Score -1.231878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -12318784.000000 Penalty: 3728.206543
	Iteration 30Q: 3 clusters Score -1.231878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -12318784.000000 Penalty: 3728.206543
	Iteration 31F: 3 clusters Score -1.231878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -30400.335938 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -30400.34 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 164 members 
Entering Unmasked Estep 
Score: -29665.013672 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -29665.01 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29835.587891 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -29835.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29908.068359 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -29908.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29977.953125 Penalty: 1842.711304
	Iteration 3F: 3 clusters Score -29977.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30059.500000 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -30059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30134.210938 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -30134.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30160.419922 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -30160.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30177.804688 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -30177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30201.318359 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -30201.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30218.982422 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -30218.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30239.994141 Penalty: 1842.711304
	Iteration 10Q: 3 clusters Score -30239.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30246.316406 Penalty: 1842.711304
	Iteration 11Q: 3 clusters Score -30246.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30246.316406 Penalty: 1842.711304
	Iteration 12F: 3 clusters Score -30246.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19486 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 4306 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 93264 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55948 members 
Mstep: Class 12 contains 74784 members 
Mstep: Class 13 contains 11198 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 49643 members 
Mstep: Class 16 contains 22382 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19197 members 
Mstep: Class 22 contains 80240 members 
Mstep: Class 23 contains 95933 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533816.000000 Penalty: 45115.199219
Iteration 319Q: 22 clusters Score -6.953382e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19515 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 4306 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 93281 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 55988 members 
Mstep: Class 12 contains 74795 members 
Mstep: Class 13 contains 11192 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 49541 members 
Mstep: Class 16 contains 22407 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19116 members 
Mstep: Class 22 contains 80242 members 
Mstep: Class 23 contains 96044 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533816.000000 Penalty: 45115.199219
Iteration 320F: 22 clusters Score -6.953382e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19543 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 4308 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 93299 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56011 members 
Mstep: Class 12 contains 74810 members 
Mstep: Class 13 contains 11188 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 49450 members 
Mstep: Class 16 contains 22432 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 80245 members 
Mstep: Class 23 contains 96158 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533856.000000 Penalty: 45115.199219
Iteration 321Q: 22 clusters Score -6.953386e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 19578 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 4308 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 93320 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56040 members 
Mstep: Class 12 contains 74829 members 
Mstep: Class 13 contains 11184 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 49367 members 
Mstep: Class 16 contains 22451 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18952 members 
Mstep: Class 22 contains 80245 members 
Mstep: Class 23 contains 96249 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533808.000000 Penalty: 45115.199219
Iteration 322Q: 22 clusters Score -6.953381e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 4306 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 93359 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56083 members 
Mstep: Class 12 contains 74851 members 
Mstep: Class 13 contains 11180 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 49264 members 
Mstep: Class 16 contains 22482 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18857 members 
Mstep: Class 22 contains 80245 members 
Mstep: Class 23 contains 96327 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533760.000000 Penalty: 45115.199219
Iteration 323Q: 22 clusters Score -6.953376e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 19643 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 4304 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 93395 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56115 members 
Mstep: Class 12 contains 74857 members 
Mstep: Class 13 contains 11178 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 49174 members 
Mstep: Class 16 contains 22509 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18762 members 
Mstep: Class 22 contains 80250 members 
Mstep: Class 23 contains 96414 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533760.000000 Penalty: 45115.199219
Iteration 324Q: 22 clusters Score -6.953376e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 19680 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 4306 members 
Mstep: Class 7 contains 2329 members 
Mstep: Class 8 contains 93450 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56167 members 
Mstep: Class 12 contains 74863 members 
Mstep: Class 13 contains 11178 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 49068 members 
Mstep: Class 16 contains 22544 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18701 members 
Mstep: Class 22 contains 80249 members 
Mstep: Class 23 contains 96444 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533800.000000 Penalty: 45115.199219
Iteration 325Q: 22 clusters Score -6.95338e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 19707 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 4301 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 93515 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56197 members 
Mstep: Class 12 contains 74886 members 
Mstep: Class 13 contains 11180 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 48982 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18631 members 
Mstep: Class 22 contains 80261 members 
Mstep: Class 23 contains 96463 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533776.000000 Penalty: 45115.199219
Iteration 326Q: 22 clusters Score -6.953378e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 19722 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 4293 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 93615 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56216 members 
Mstep: Class 12 contains 74897 members 
Mstep: Class 13 contains 11184 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 48891 members 
Mstep: Class 16 contains 22611 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18556 members 
Mstep: Class 22 contains 80290 members 
Mstep: Class 23 contains 96468 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533928.000000 Penalty: 45115.199219
Iteration 327Q: 22 clusters Score -6.953393e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 19734 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 4288 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 93724 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56246 members 
Mstep: Class 12 contains 74894 members 
Mstep: Class 13 contains 11185 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 48795 members 
Mstep: Class 16 contains 22643 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18468 members 
Mstep: Class 22 contains 80324 members 
Mstep: Class 23 contains 96484 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533960.000000 Penalty: 45115.199219
Iteration 328Q: 22 clusters Score -6.953396e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 19738 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3541 members 
Mstep: Class 6 contains 4288 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 93817 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56277 members 
Mstep: Class 12 contains 74900 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 48705 members 
Mstep: Class 16 contains 22676 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18387 members 
Mstep: Class 22 contains 80362 members 
Mstep: Class 23 contains 96503 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533840.000000 Penalty: 45115.199219
Iteration 329Q: 22 clusters Score -6.953384e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 19752 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3544 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 93929 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56296 members 
Mstep: Class 12 contains 74912 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 48616 members 
Mstep: Class 16 contains 22710 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18305 members 
Mstep: Class 22 contains 80398 members 
Mstep: Class 23 contains 96491 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533808.000000 Penalty: 45115.199219
Iteration 330Q: 22 clusters Score -6.953381e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 19777 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3541 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 94000 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56308 members 
Mstep: Class 12 contains 74916 members 
Mstep: Class 13 contains 11183 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 48513 members 
Mstep: Class 16 contains 22729 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18216 members 
Mstep: Class 22 contains 80431 members 
Mstep: Class 23 contains 96570 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533848.000000 Penalty: 45115.199219
Iteration 331Q: 22 clusters Score -6.953385e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 19805 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3542 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 94070 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56326 members 
Mstep: Class 12 contains 74930 members 
Mstep: Class 13 contains 11184 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 48397 members 
Mstep: Class 16 contains 22747 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18112 members 
Mstep: Class 22 contains 80465 members 
Mstep: Class 23 contains 96653 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533808.000000 Penalty: 45115.199219
Iteration 332Q: 22 clusters Score -6.953381e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 19838 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3539 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 94119 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56356 members 
Mstep: Class 12 contains 74931 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 48278 members 
Mstep: Class 16 contains 22774 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 18022 members 
Mstep: Class 22 contains 80498 members 
Mstep: Class 23 contains 96733 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533712.000000 Penalty: 45115.199219
Iteration 333Q: 22 clusters Score -6.953371e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 19863 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 94180 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56376 members 
Mstep: Class 12 contains 74930 members 
Mstep: Class 13 contains 11191 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 48151 members 
Mstep: Class 16 contains 22789 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 17931 members 
Mstep: Class 22 contains 80534 members 
Mstep: Class 23 contains 96835 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533792.000000 Penalty: 45115.199219
Iteration 334Q: 22 clusters Score -6.953379e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 19901 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 94250 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56392 members 
Mstep: Class 12 contains 74938 members 
Mstep: Class 13 contains 11192 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 48036 members 
Mstep: Class 16 contains 22806 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 17821 members 
Mstep: Class 22 contains 80574 members 
Mstep: Class 23 contains 96912 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533736.000000 Penalty: 45115.199219
Iteration 335Q: 22 clusters Score -6.953374e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 19935 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 94293 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56411 members 
Mstep: Class 12 contains 74942 members 
Mstep: Class 13 contains 11190 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 47931 members 
Mstep: Class 16 contains 22822 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 17712 members 
Mstep: Class 22 contains 80619 members 
Mstep: Class 23 contains 97010 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533728.000000 Penalty: 45115.199219
Iteration 336Q: 22 clusters Score -6.953373e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 19960 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 4283 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 94341 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56442 members 
Mstep: Class 12 contains 74945 members 
Mstep: Class 13 contains 11194 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 47819 members 
Mstep: Class 16 contains 22837 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 17610 members 
Mstep: Class 22 contains 80672 members 
Mstep: Class 23 contains 97093 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533704.000000 Penalty: 45115.199219
Iteration 337Q: 22 clusters Score -6.95337e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 19985 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 4289 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 94393 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56471 members 
Mstep: Class 12 contains 74952 members 
Mstep: Class 13 contains 11199 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 47694 members 
Mstep: Class 16 contains 22852 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 17510 members 
Mstep: Class 22 contains 80719 members 
Mstep: Class 23 contains 97185 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533680.000000 Penalty: 45115.199219
Iteration 338Q: 22 clusters Score -6.953368e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 20018 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 4295 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 94463 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56494 members 
Mstep: Class 12 contains 74964 members 
Mstep: Class 13 contains 11201 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 47548 members 
Mstep: Class 16 contains 22870 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 17401 members 
Mstep: Class 22 contains 80759 members 
Mstep: Class 23 contains 97292 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533608.000000 Penalty: 45115.199219
Iteration 339Q: 22 clusters Score -6.953361e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 20059 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 4295 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 94532 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56521 members 
Mstep: Class 12 contains 74978 members 
Mstep: Class 13 contains 11204 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 47404 members 
Mstep: Class 16 contains 22898 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 17287 members 
Mstep: Class 22 contains 80792 members 
Mstep: Class 23 contains 97386 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533664.000000 Penalty: 45115.199219
Iteration 340F: 22 clusters Score -6.953366e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 20089 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3544 members 
Mstep: Class 6 contains 4297 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 94611 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56531 members 
Mstep: Class 12 contains 74998 members 
Mstep: Class 13 contains 11203 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 47239 members 
Mstep: Class 16 contains 22920 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 17198 members 
Mstep: Class 22 contains 80845 members 
Mstep: Class 23 contains 97467 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533728.000000 Penalty: 45115.199219
Iteration 341Q: 22 clusters Score -6.953373e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 20140 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 94699 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56530 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 47076 members 
Mstep: Class 16 contains 22945 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 17123 members 
Mstep: Class 22 contains 80896 members 
Mstep: Class 23 contains 97528 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533776.000000 Penalty: 45115.199219
Iteration 342Q: 22 clusters Score -6.953378e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 20168 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3545 members 
Mstep: Class 6 contains 4306 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 94769 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56542 members 
Mstep: Class 12 contains 75031 members 
Mstep: Class 13 contains 11198 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 46934 members 
Mstep: Class 16 contains 22973 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 17023 members 
Mstep: Class 22 contains 80940 members 
Mstep: Class 23 contains 97624 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533760.000000 Penalty: 45115.199219
Iteration 343Q: 22 clusters Score -6.953376e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 20193 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3548 members 
Mstep: Class 6 contains 4310 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 94847 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56557 members 
Mstep: Class 12 contains 75076 members 
Mstep: Class 13 contains 11198 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 46796 members 
Mstep: Class 16 contains 22998 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16933 members 
Mstep: Class 22 contains 80975 members 
Mstep: Class 23 contains 97682 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533552.000000 Penalty: 45115.199219
Iteration 344Q: 22 clusters Score -6.953355e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 20214 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3551 members 
Mstep: Class 6 contains 4310 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 94914 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56567 members 
Mstep: Class 12 contains 75106 members 
Mstep: Class 13 contains 11196 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 46680 members 
Mstep: Class 16 contains 23018 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16849 members 
Mstep: Class 22 contains 81030 members 
Mstep: Class 23 contains 97740 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533608.000000 Penalty: 45115.199219
Iteration 345Q: 22 clusters Score -6.953361e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 20229 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3552 members 
Mstep: Class 6 contains 4309 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 95022 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56552 members 
Mstep: Class 12 contains 75119 members 
Mstep: Class 13 contains 11195 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 46557 members 
Mstep: Class 16 contains 23033 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16763 members 
Mstep: Class 22 contains 81083 members 
Mstep: Class 23 contains 97819 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533664.000000 Penalty: 45115.199219
Iteration 346Q: 22 clusters Score -6.953366e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3551 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 95149 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 56547 members 
Mstep: Class 12 contains 75114 members 
Mstep: Class 13 contains 11189 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 46409 members 
Mstep: Class 16 contains 23055 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16681 members 
Mstep: Class 22 contains 81117 members 
Mstep: Class 23 contains 97921 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533568.000000 Penalty: 45115.199219
Iteration 347Q: 22 clusters Score -6.953357e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 20267 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3552 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 95262 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56549 members 
Mstep: Class 12 contains 75109 members 
Mstep: Class 13 contains 11183 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 46262 members 
Mstep: Class 16 contains 23076 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16606 members 
Mstep: Class 22 contains 81158 members 
Mstep: Class 23 contains 98010 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533392.000000 Penalty: 45115.199219
Iteration 348Q: 22 clusters Score -6.953339e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 20299 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 4322 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 95338 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56555 members 
Mstep: Class 12 contains 75106 members 
Mstep: Class 13 contains 11185 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 46093 members 
Mstep: Class 16 contains 23091 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16537 members 
Mstep: Class 22 contains 81210 members 
Mstep: Class 23 contains 98127 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533176.000000 Penalty: 45115.199219
Iteration 349Q: 22 clusters Score -6.953318e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3560 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 95427 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56564 members 
Mstep: Class 12 contains 75121 members 
Mstep: Class 13 contains 11183 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 45937 members 
Mstep: Class 16 contains 23099 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 81240 members 
Mstep: Class 23 contains 98209 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533168.000000 Penalty: 45115.199219
Iteration 350Q: 22 clusters Score -6.953317e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 20347 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 95493 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56587 members 
Mstep: Class 12 contains 75134 members 
Mstep: Class 13 contains 11179 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 45818 members 
Mstep: Class 16 contains 23116 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16421 members 
Mstep: Class 22 contains 81280 members 
Mstep: Class 23 contains 98274 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533032.000000 Penalty: 45115.199219
Iteration 351Q: 22 clusters Score -6.953303e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 20368 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3570 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 95573 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56591 members 
Mstep: Class 12 contains 75161 members 
Mstep: Class 13 contains 11177 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 45698 members 
Mstep: Class 16 contains 23141 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16363 members 
Mstep: Class 22 contains 81337 members 
Mstep: Class 23 contains 98300 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69532904.000000 Penalty: 45115.199219
Iteration 352Q: 22 clusters Score -6.95329e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 20395 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 7 contains 2247 members 
Mstep: Class 8 contains 95636 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56608 members 
Mstep: Class 12 contains 75202 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 45567 members 
Mstep: Class 16 contains 23152 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16308 members 
Mstep: Class 22 contains 81375 members 
Mstep: Class 23 contains 98334 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69532968.000000 Penalty: 45115.199219
Iteration 353Q: 22 clusters Score -6.953297e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 20432 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 7 contains 2237 members 
Mstep: Class 8 contains 95692 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56627 members 
Mstep: Class 12 contains 75246 members 
Mstep: Class 13 contains 11170 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 45446 members 
Mstep: Class 16 contains 23153 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16228 members 
Mstep: Class 22 contains 81402 members 
Mstep: Class 23 contains 98394 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533064.000000 Penalty: 45115.199219
Iteration 354Q: 22 clusters Score -6.953306e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 20452 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 7 contains 2226 members 
Mstep: Class 8 contains 95776 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56644 members 
Mstep: Class 12 contains 75277 members 
Mstep: Class 13 contains 11170 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 45331 members 
Mstep: Class 16 contains 23165 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16160 members 
Mstep: Class 22 contains 81432 members 
Mstep: Class 23 contains 98418 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69532992.000000 Penalty: 45115.199219
Iteration 355Q: 22 clusters Score -6.953299e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 20473 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 4361 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 95832 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56682 members 
Mstep: Class 12 contains 75304 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 45212 members 
Mstep: Class 16 contains 23172 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16085 members 
Mstep: Class 22 contains 81449 members 
Mstep: Class 23 contains 98480 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69532992.000000 Penalty: 45115.199219
Iteration 356Q: 22 clusters Score -6.953299e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 20491 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 4361 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 95896 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56722 members 
Mstep: Class 12 contains 75332 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 45081 members 
Mstep: Class 16 contains 23175 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 16021 members 
Mstep: Class 22 contains 81470 members 
Mstep: Class 23 contains 98549 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533056.000000 Penalty: 45115.199219
Iteration 357Q: 22 clusters Score -6.953306e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 20504 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 7 contains 2187 members 
Mstep: Class 8 contains 95978 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56742 members 
Mstep: Class 12 contains 75370 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 44920 members 
Mstep: Class 16 contains 23186 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15947 members 
Mstep: Class 22 contains 81494 members 
Mstep: Class 23 contains 98643 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533064.000000 Penalty: 45115.199219
Iteration 358Q: 22 clusters Score -6.953306e+07 nChanged 869
Entering ConstructFrom: 
Score: -69533064.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (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: -1877886.875000 Penalty: 1561.699341
	Iteration 0F: 2 clusters Score -1877887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1867623.875000 Penalty: 3123.398682
	Iteration 0F: 3 clusters Score -1867624 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1871412.500000 Penalty: 3123.398682
	Iteration 1F: 3 clusters Score -1871412 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1872088.500000 Penalty: 3123.398682
	Iteration 2F: 3 clusters Score -1872088 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1873020.750000 Penalty: 3123.398682
	Iteration 3F: 3 clusters Score -1873021 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1874111.375000 Penalty: 3123.398682
	Iteration 4F: 3 clusters Score -1874111 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1875149.000000 Penalty: 3123.398682
	Iteration 5F: 3 clusters Score -1875149 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1875858.625000 Penalty: 3123.398682
	Iteration 6Q: 3 clusters Score -1875859 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1876221.500000 Penalty: 3123.398682
	Iteration 7Q: 3 clusters Score -1876222 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1876377.375000 Penalty: 3123.398682
	Iteration 8Q: 3 clusters Score -1876377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1876450.000000 Penalty: 3123.398682
	Iteration 9Q: 3 clusters Score -1876450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1876484.375000 Penalty: 3123.398682
	Iteration 10Q: 3 clusters Score -1876484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1876508.750000 Penalty: 3123.398682
	Iteration 11Q: 3 clusters Score -1876509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1876526.750000 Penalty: 3123.398682
	Iteration 12Q: 3 clusters Score -1876527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1876540.875000 Penalty: 3123.398682
	Iteration 13Q: 3 clusters Score -1876541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1876553.750000 Penalty: 3123.398682
	Iteration 14Q: 3 clusters Score -1876554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1876566.125000 Penalty: 3123.398682
	Iteration 15Q: 3 clusters Score -1876566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1876584.250000 Penalty: 3123.398682
	Iteration 16Q: 3 clusters Score -1876584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1876594.000000 Penalty: 3123.398682
	Iteration 17Q: 3 clusters Score -1876594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1876597.000000 Penalty: 3123.398682
	Iteration 18Q: 3 clusters Score -1876597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1876598.125000 Penalty: 3123.398682
	Iteration 19Q: 3 clusters Score -1876598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1876600.125000 Penalty: 3123.398682
	Iteration 20F: 3 clusters Score -1876600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -107212.828125 Penalty: 1108.783936
	Iteration 0F: 2 clusters Score -107212.8 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 477 members 
Entering Unmasked Estep 
Score: -105849.007812 Penalty: 2217.567871
	Iteration 0F: 3 clusters Score -105849 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106113.226562 Penalty: 2217.567871
	Iteration 1F: 3 clusters Score -106113.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -106191.695312 Penalty: 2217.567871
	Iteration 2F: 3 clusters Score -106191.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106281.742188 Penalty: 2217.567871
	Iteration 3F: 3 clusters Score -106281.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106349.828125 Penalty: 2217.567871
	Iteration 4Q: 3 clusters Score -106349.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106399.632812 Penalty: 2217.567871
	Iteration 5Q: 3 clusters Score -106399.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106430.796875 Penalty: 2217.567871
	Iteration 6Q: 3 clusters Score -106430.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -106456.968750 Penalty: 2217.567871
	Iteration 7Q: 3 clusters Score -106457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106468.601562 Penalty: 2217.567871
	Iteration 8Q: 3 clusters Score -106468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106478.101562 Penalty: 2217.567871
	Iteration 9Q: 3 clusters Score -106478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -106488.156250 Penalty: 2217.567871
	Iteration 10Q: 3 clusters Score -106488.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -106496.515625 Penalty: 2217.567871
	Iteration 11Q: 3 clusters Score -106496.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -106510.062500 Penalty: 2217.567871
	Iteration 12Q: 3 clusters Score -106510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -106518.226562 Penalty: 2217.567871
	Iteration 13Q: 3 clusters Score -106518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -106521.578125 Penalty: 2217.567871
	Iteration 14Q: 3 clusters Score -106521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -106523.226562 Penalty: 2217.567871
	Iteration 15Q: 3 clusters Score -106523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -106527.226562 Penalty: 2217.567871
	Iteration 16Q: 3 clusters Score -106527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106534.101562 Penalty: 2217.567871
	Iteration 17Q: 3 clusters Score -106534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106537.468750 Penalty: 2217.567871
	Iteration 18Q: 3 clusters Score -106537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -106543.085938 Penalty: 2217.567871
	Iteration 19Q: 3 clusters Score -106543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -106552.929688 Penalty: 2217.567871
	Iteration 20F: 3 clusters Score -106552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -106563.562500 Penalty: 2217.567871
	Iteration 21Q: 3 clusters Score -106563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -106574.875000 Penalty: 2217.567871
	Iteration 22Q: 3 clusters Score -106574.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -106585.367188 Penalty: 2217.567871
	Iteration 23Q: 3 clusters Score -106585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -106591.929688 Penalty: 2217.567871
	Iteration 24Q: 3 clusters Score -106591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -106597.101562 Penalty: 2217.567871
	Iteration 25Q: 3 clusters Score -106597.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -106608.250000 Penalty: 2217.567871
	Iteration 26Q: 3 clusters Score -106608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -106611.648438 Penalty: 2217.567871
	Iteration 27Q: 3 clusters Score -106611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -106614.750000 Penalty: 2217.567871
	Iteration 28Q: 3 clusters Score -106614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -106615.664062 Penalty: 2217.567871
	Iteration 29Q: 3 clusters Score -106615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -106615.984375 Penalty: 2217.567871
	Iteration 30Q: 3 clusters Score -106616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -106618.023438 Penalty: 2217.567871
	Iteration 31Q: 3 clusters Score -106618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106618.351562 Penalty: 2217.567871
	Iteration 32Q: 3 clusters Score -106618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106618.351562 Penalty: 2217.567871
	Iteration 33F: 3 clusters Score -106618.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Entering Unmasked Estep 
Score: -2655003.500000 Penalty: 1613.448120
	Iteration 0F: 2 clusters Score -2655004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2641011.000000 Penalty: 3226.896240
	Iteration 0F: 3 clusters Score -2641011 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2646193.250000 Penalty: 3226.896240
	Iteration 1F: 3 clusters Score -2646193 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2646635.000000 Penalty: 3226.896240
	Iteration 2F: 3 clusters Score -2646635 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2647108.750000 Penalty: 3226.896240
	Iteration 3F: 3 clusters Score -2647109 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2647717.750000 Penalty: 3226.896240
	Iteration 4F: 3 clusters Score -2647718 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2648435.250000 Penalty: 3226.896240
	Iteration 5F: 3 clusters Score -2648435 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2649403.750000 Penalty: 3226.896240
	Iteration 6F: 3 clusters Score -2649404 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2650446.250000 Penalty: 3226.896240
	Iteration 7F: 3 clusters Score -2650446 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2651373.000000 Penalty: 3226.896240
	Iteration 8F: 3 clusters Score -2651373 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2652040.500000 Penalty: 3226.896240
	Iteration 9Q: 3 clusters Score -2652040 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2652516.750000 Penalty: 3226.896240
	Iteration 10Q: 3 clusters Score -2652517 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2652797.750000 Penalty: 3226.896240
	Iteration 11Q: 3 clusters Score -2652798 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2652981.750000 Penalty: 3226.896240
	Iteration 12Q: 3 clusters Score -2652982 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2653105.250000 Penalty: 3226.896240
	Iteration 13Q: 3 clusters Score -2653105 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2653223.500000 Penalty: 3226.896240
	Iteration 14Q: 3 clusters Score -2653224 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2653308.250000 Penalty: 3226.896240
	Iteration 15Q: 3 clusters Score -2653308 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2653397.750000 Penalty: 3226.896240
	Iteration 16Q: 3 clusters Score -2653398 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2653489.250000 Penalty: 3226.896240
	Iteration 17Q: 3 clusters Score -2653489 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2653558.750000 Penalty: 3226.896240
	Iteration 18Q: 3 clusters Score -2653559 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2653628.000000 Penalty: 3226.896240
	Iteration 19Q: 3 clusters Score -2653628 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2653685.500000 Penalty: 3226.896240
	Iteration 20F: 3 clusters Score -2653686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2653728.250000 Penalty: 3226.896240
	Iteration 21Q: 3 clusters Score -2653728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2653763.500000 Penalty: 3226.896240
	Iteration 22Q: 3 clusters Score -2653764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2653801.000000 Penalty: 3226.896240
	Iteration 23Q: 3 clusters Score -2653801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2653822.000000 Penalty: 3226.896240
	Iteration 24Q: 3 clusters Score -2653822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2653849.500000 Penalty: 3226.896240
	Iteration 25Q: 3 clusters Score -2653850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2653863.250000 Penalty: 3226.896240
	Iteration 26Q: 3 clusters Score -2653863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2653869.500000 Penalty: 3226.896240
	Iteration 27Q: 3 clusters Score -2653870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2653881.500000 Penalty: 3226.896240
	Iteration 28Q: 3 clusters Score -2653882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2653884.000000 Penalty: 3226.896240
	Iteration 29Q: 3 clusters Score -2653884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2653890.750000 Penalty: 3226.896240
	Iteration 30Q: 3 clusters Score -2653891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2653903.750000 Penalty: 3226.896240
	Iteration 31Q: 3 clusters Score -2653904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2653915.000000 Penalty: 3226.896240
	Iteration 32Q: 3 clusters Score -2653915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2653927.250000 Penalty: 3226.896240
	Iteration 33Q: 3 clusters Score -2653927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2653944.750000 Penalty: 3226.896240
	Iteration 34Q: 3 clusters Score -2653945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2653948.000000 Penalty: 3226.896240
	Iteration 35Q: 3 clusters Score -2653948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2653957.000000 Penalty: 3226.896240
	Iteration 36Q: 3 clusters Score -2653957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2653962.250000 Penalty: 3226.896240
	Iteration 37Q: 3 clusters Score -2653962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2653966.250000 Penalty: 3226.896240
	Iteration 38Q: 3 clusters Score -2653966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2653968.500000 Penalty: 3226.896240
	Iteration 39Q: 3 clusters Score -2653968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2653974.250000 Penalty: 3226.896240
	Iteration 40F: 3 clusters Score -2653974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2653972.250000 Penalty: 3226.896240
	Iteration 41Q: 3 clusters Score -2653972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2653975.000000 Penalty: 3226.896240
	Iteration 42Q: 3 clusters Score -2653975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2653976.000000 Penalty: 3226.896240
	Iteration 43Q: 3 clusters Score -2653976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2653977.500000 Penalty: 3226.896240
	Iteration 44Q: 3 clusters Score -2653978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2653981.750000 Penalty: 3226.896240
	Iteration 45Q: 3 clusters Score -2653982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2653985.750000 Penalty: 3226.896240
	Iteration 46Q: 3 clusters Score -2653986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2653988.500000 Penalty: 3226.896240
	Iteration 47Q: 3 clusters Score -2653988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2653989.250000 Penalty: 3226.896240
	Iteration 48Q: 3 clusters Score -2653989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2653993.750000 Penalty: 3226.896240
	Iteration 49Q: 3 clusters Score -2653994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2653992.500000 Penalty: 3226.896240
	Iteration 50Q: 3 clusters Score -2653992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2653992.500000 Penalty: 3226.896240
	Iteration 51F: 3 clusters Score -2653992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -7587.351074 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -7587.351 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 103 members 
Entering Unmasked Estep 
Score: -6931.002441 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -6931.002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7067.775391 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -7067.775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7205.165527 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -7205.166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7248.268066 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -7248.268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7283.140137 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -7283.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7284.648926 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -7284.649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7284.648926 Penalty: 1720.324097
	Iteration 6F: 3 clusters Score -7284.649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Entering Unmasked Estep 
Score: -435658.531250 Penalty: 1330.074219
	Iteration 0F: 2 clusters Score -435658.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -432580.843750 Penalty: 2660.148438
	Iteration 0F: 3 clusters Score -432580.8 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -433362.031250 Penalty: 2660.148438
	Iteration 1F: 3 clusters Score -433362 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -433531.593750 Penalty: 2660.148438
	Iteration 2F: 3 clusters Score -433531.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -433663.968750 Penalty: 2660.148438
	Iteration 3F: 3 clusters Score -433664 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -433779.125000 Penalty: 2660.148438
	Iteration 4Q: 3 clusters Score -433779.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -433875.250000 Penalty: 2660.148438
	Iteration 5Q: 3 clusters Score -433875.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -433964.250000 Penalty: 2660.148438
	Iteration 6Q: 3 clusters Score -433964.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -434047.500000 Penalty: 2660.148438
	Iteration 7Q: 3 clusters Score -434047.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -434113.437500 Penalty: 2660.148438
	Iteration 8Q: 3 clusters Score -434113.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -434170.093750 Penalty: 2660.148438
	Iteration 9Q: 3 clusters Score -434170.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -434237.687500 Penalty: 2660.148438
	Iteration 10Q: 3 clusters Score -434237.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -434296.750000 Penalty: 2660.148438
	Iteration 11Q: 3 clusters Score -434296.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -434346.375000 Penalty: 2660.148438
	Iteration 12Q: 3 clusters Score -434346.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -434386.281250 Penalty: 2660.148438
	Iteration 13Q: 3 clusters Score -434386.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -434426.781250 Penalty: 2660.148438
	Iteration 14Q: 3 clusters Score -434426.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -434476.687500 Penalty: 2660.148438
	Iteration 15Q: 3 clusters Score -434476.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -434520.843750 Penalty: 2660.148438
	Iteration 16Q: 3 clusters Score -434520.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -434556.531250 Penalty: 2660.148438
	Iteration 17Q: 3 clusters Score -434556.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -434584.343750 Penalty: 2660.148438
	Iteration 18Q: 3 clusters Score -434584.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -434603.875000 Penalty: 2660.148438
	Iteration 19Q: 3 clusters Score -434603.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -434621.843750 Penalty: 2660.148438
	Iteration 20F: 3 clusters Score -434621.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -434633.937500 Penalty: 2660.148438
	Iteration 21Q: 3 clusters Score -434633.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -434645.500000 Penalty: 2660.148438
	Iteration 22Q: 3 clusters Score -434645.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -434658.750000 Penalty: 2660.148438
	Iteration 23Q: 3 clusters Score -434658.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -434666.562500 Penalty: 2660.148438
	Iteration 24Q: 3 clusters Score -434666.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -434670.562500 Penalty: 2660.148438
	Iteration 25Q: 3 clusters Score -434670.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -434675.218750 Penalty: 2660.148438
	Iteration 26Q: 3 clusters Score -434675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -434681.062500 Penalty: 2660.148438
	Iteration 27Q: 3 clusters Score -434681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -434684.281250 Penalty: 2660.148438
	Iteration 28Q: 3 clusters Score -434684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -434685.843750 Penalty: 2660.148438
	Iteration 29Q: 3 clusters Score -434685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -434686.437500 Penalty: 2660.148438
	Iteration 30Q: 3 clusters Score -434686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -434687.312500 Penalty: 2660.148438
	Iteration 31Q: 3 clusters Score -434687.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -434689.687500 Penalty: 2660.148438
	Iteration 32Q: 3 clusters Score -434689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -434691.125000 Penalty: 2660.148438
	Iteration 33Q: 3 clusters Score -434691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -434692.781250 Penalty: 2660.148438
	Iteration 34Q: 3 clusters Score -434692.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -434696.718750 Penalty: 2660.148438
	Iteration 35Q: 3 clusters Score -434696.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -434700.062500 Penalty: 2660.148438
	Iteration 36Q: 3 clusters Score -434700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -434703.000000 Penalty: 2660.148438
	Iteration 37Q: 3 clusters Score -434703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -434707.437500 Penalty: 2660.148438
	Iteration 38Q: 3 clusters Score -434707.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -434712.968750 Penalty: 2660.148438
	Iteration 39Q: 3 clusters Score -434713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -434716.031250 Penalty: 2660.148438
	Iteration 40F: 3 clusters Score -434716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -434722.156250 Penalty: 2660.148438
	Iteration 41Q: 3 clusters Score -434722.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -434725.937500 Penalty: 2660.148438
	Iteration 42Q: 3 clusters Score -434725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -434734.062500 Penalty: 2660.148438
	Iteration 43Q: 3 clusters Score -434734.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -434743.812500 Penalty: 2660.148438
	Iteration 44Q: 3 clusters Score -434743.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -434751.531250 Penalty: 2660.148438
	Iteration 45Q: 3 clusters Score -434751.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -434753.781250 Penalty: 2660.148438
	Iteration 46Q: 3 clusters Score -434753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -434756.000000 Penalty: 2660.148438
	Iteration 47Q: 3 clusters Score -434756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -434755.906250 Penalty: 2660.148438
	Iteration 48Q: 3 clusters Score -434755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -434758.000000 Penalty: 2660.148438
	Iteration 49Q: 3 clusters Score -434758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -434758.968750 Penalty: 2660.148438
	Iteration 50Q: 3 clusters Score -434759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -434759.187500 Penalty: 2660.148438
	Iteration 51Q: 3 clusters Score -434759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -434758.875000 Penalty: 2660.148438
	Iteration 52Q: 3 clusters Score -434758.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -434758.875000 Penalty: 2660.148438
	Iteration 53F: 3 clusters Score -434758.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -542288.687500 Penalty: 1362.159302
	Iteration 0F: 2 clusters Score -542288.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -538777.875000 Penalty: 2724.318604
	Iteration 0F: 3 clusters Score -538777.9 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -539686.562500 Penalty: 2724.318604
	Iteration 1F: 3 clusters Score -539686.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -539831.812500 Penalty: 2724.318604
	Iteration 2F: 3 clusters Score -539831.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -539917.500000 Penalty: 2724.318604
	Iteration 3Q: 3 clusters Score -539917.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -539972.437500 Penalty: 2724.318604
	Iteration 4Q: 3 clusters Score -539972.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -540026.437500 Penalty: 2724.318604
	Iteration 5Q: 3 clusters Score -540026.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -540069.000000 Penalty: 2724.318604
	Iteration 6Q: 3 clusters Score -540069 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -540108.375000 Penalty: 2724.318604
	Iteration 7Q: 3 clusters Score -540108.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -540152.562500 Penalty: 2724.318604
	Iteration 8Q: 3 clusters Score -540152.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -540200.562500 Penalty: 2724.318604
	Iteration 9Q: 3 clusters Score -540200.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -540250.562500 Penalty: 2724.318604
	Iteration 10Q: 3 clusters Score -540250.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -540302.375000 Penalty: 2724.318604
	Iteration 11Q: 3 clusters Score -540302.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -540357.000000 Penalty: 2724.318604
	Iteration 12Q: 3 clusters Score -540357 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -540410.250000 Penalty: 2724.318604
	Iteration 13Q: 3 clusters Score -540410.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -540447.312500 Penalty: 2724.318604
	Iteration 14Q: 3 clusters Score -540447.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -540481.812500 Penalty: 2724.318604
	Iteration 15Q: 3 clusters Score -540481.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -540510.750000 Penalty: 2724.318604
	Iteration 16Q: 3 clusters Score -540510.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -540537.187500 Penalty: 2724.318604
	Iteration 17Q: 3 clusters Score -540537.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -540551.687500 Penalty: 2724.318604
	Iteration 18Q: 3 clusters Score -540551.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -540569.187500 Penalty: 2724.318604
	Iteration 19Q: 3 clusters Score -540569.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -540596.125000 Penalty: 2724.318604
	Iteration 20F: 3 clusters Score -540596.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -540619.812500 Penalty: 2724.318604
	Iteration 21Q: 3 clusters Score -540619.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -540638.812500 Penalty: 2724.318604
	Iteration 22Q: 3 clusters Score -540638.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -540652.750000 Penalty: 2724.318604
	Iteration 23Q: 3 clusters Score -540652.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -540669.687500 Penalty: 2724.318604
	Iteration 24Q: 3 clusters Score -540669.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -540691.000000 Penalty: 2724.318604
	Iteration 25Q: 3 clusters Score -540691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -540701.375000 Penalty: 2724.318604
	Iteration 26Q: 3 clusters Score -540701.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -540710.875000 Penalty: 2724.318604
	Iteration 27Q: 3 clusters Score -540710.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -540723.000000 Penalty: 2724.318604
	Iteration 28Q: 3 clusters Score -540723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -540729.875000 Penalty: 2724.318604
	Iteration 29Q: 3 clusters Score -540729.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -540736.625000 Penalty: 2724.318604
	Iteration 30Q: 3 clusters Score -540736.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -540746.375000 Penalty: 2724.318604
	Iteration 31Q: 3 clusters Score -540746.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -540756.000000 Penalty: 2724.318604
	Iteration 32Q: 3 clusters Score -540756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -540765.312500 Penalty: 2724.318604
	Iteration 33Q: 3 clusters Score -540765.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -540775.187500 Penalty: 2724.318604
	Iteration 34Q: 3 clusters Score -540775.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -540784.250000 Penalty: 2724.318604
	Iteration 35Q: 3 clusters Score -540784.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -540791.375000 Penalty: 2724.318604
	Iteration 36Q: 3 clusters Score -540791.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -540798.500000 Penalty: 2724.318604
	Iteration 37Q: 3 clusters Score -540798.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -540809.875000 Penalty: 2724.318604
	Iteration 38Q: 3 clusters Score -540809.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -540823.250000 Penalty: 2724.318604
	Iteration 39Q: 3 clusters Score -540823.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -540834.625000 Penalty: 2724.318604
	Iteration 40F: 3 clusters Score -540834.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -540838.812500 Penalty: 2724.318604
	Iteration 41Q: 3 clusters Score -540838.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -540846.625000 Penalty: 2724.318604
	Iteration 42Q: 3 clusters Score -540846.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -540855.000000 Penalty: 2724.318604
	Iteration 43Q: 3 clusters Score -540855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -540863.875000 Penalty: 2724.318604
	Iteration 44Q: 3 clusters Score -540863.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -540869.375000 Penalty: 2724.318604
	Iteration 45Q: 3 clusters Score -540869.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -540874.062500 Penalty: 2724.318604
	Iteration 46Q: 3 clusters Score -540874.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -540879.312500 Penalty: 2724.318604
	Iteration 47Q: 3 clusters Score -540879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -540882.250000 Penalty: 2724.318604
	Iteration 48Q: 3 clusters Score -540882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -540883.187500 Penalty: 2724.318604
	Iteration 49Q: 3 clusters Score -540883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -540883.812500 Penalty: 2724.318604
	Iteration 50Q: 3 clusters Score -540883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -540884.000000 Penalty: 2724.318604
	Iteration 51Q: 3 clusters Score -540884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -540884.000000 Penalty: 2724.318604
	Iteration 52Q: 3 clusters Score -540884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -540884.000000 Penalty: 2724.318604
	Iteration 53F: 3 clusters Score -540884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -267269.187500 Penalty: 1248.253540
	Iteration 0F: 2 clusters Score -267269.2 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 1096 members 
Entering Unmasked Estep 
Score: -265066.031250 Penalty: 2496.507080
	Iteration 0F: 3 clusters Score -265066 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -265592.375000 Penalty: 2496.507080
	Iteration 1F: 3 clusters Score -265592.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -265753.687500 Penalty: 2496.507080
	Iteration 2F: 3 clusters Score -265753.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -265905.375000 Penalty: 2496.507080
	Iteration 3F: 3 clusters Score -265905.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -266022.531250 Penalty: 2496.507080
	Iteration 4F: 3 clusters Score -266022.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -266106.312500 Penalty: 2496.507080
	Iteration 5Q: 3 clusters Score -266106.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -266181.812500 Penalty: 2496.507080
	Iteration 6Q: 3 clusters Score -266181.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -266255.437500 Penalty: 2496.507080
	Iteration 7Q: 3 clusters Score -266255.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -266312.687500 Penalty: 2496.507080
	Iteration 8Q: 3 clusters Score -266312.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -266368.156250 Penalty: 2496.507080
	Iteration 9Q: 3 clusters Score -266368.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -266407.968750 Penalty: 2496.507080
	Iteration 10Q: 3 clusters Score -266408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -266436.718750 Penalty: 2496.507080
	Iteration 11Q: 3 clusters Score -266436.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -266461.468750 Penalty: 2496.507080
	Iteration 12Q: 3 clusters Score -266461.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -266475.531250 Penalty: 2496.507080
	Iteration 13Q: 3 clusters Score -266475.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -266480.937500 Penalty: 2496.507080
	Iteration 14Q: 3 clusters Score -266480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -266487.375000 Penalty: 2496.507080
	Iteration 15Q: 3 clusters Score -266487.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -266501.750000 Penalty: 2496.507080
	Iteration 16Q: 3 clusters Score -266501.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -266510.687500 Penalty: 2496.507080
	Iteration 17Q: 3 clusters Score -266510.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -266517.906250 Penalty: 2496.507080
	Iteration 18Q: 3 clusters Score -266517.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -266521.843750 Penalty: 2496.507080
	Iteration 19Q: 3 clusters Score -266521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -266522.437500 Penalty: 2496.507080
	Iteration 20F: 3 clusters Score -266522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -266525.250000 Penalty: 2496.507080
	Iteration 21Q: 3 clusters Score -266525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -266525.656250 Penalty: 2496.507080
	Iteration 22Q: 3 clusters Score -266525.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -266525.656250 Penalty: 2496.507080
	Iteration 23F: 3 clusters Score -266525.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (96084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Entering Unmasked Estep 
Score: -12342329.000000 Penalty: 1864.358887
	Iteration 0F: 2 clusters Score -1.234233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -12280721.000000 Penalty: 3728.717773
	Iteration 0F: 3 clusters Score -1.228072e+07 nChanged 45673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -12307537.000000 Penalty: 3728.717773
	Iteration 1F: 3 clusters Score -1.230754e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -12308669.000000 Penalty: 3728.717773
	Iteration 2Q: 3 clusters Score -1.230867e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -12310106.000000 Penalty: 3728.717773
	Iteration 3Q: 3 clusters Score -1.231011e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -12312166.000000 Penalty: 3728.717773
	Iteration 4Q: 3 clusters Score -1.231217e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -12315137.000000 Penalty: 3728.717773
	Iteration 5F: 3 clusters Score -1.231514e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -12319220.000000 Penalty: 3728.717773
	Iteration 6F: 3 clusters Score -1.231922e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -12323935.000000 Penalty: 3728.717773
	Iteration 7F: 3 clusters Score -1.232394e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -12328436.000000 Penalty: 3728.717773
	Iteration 8F: 3 clusters Score -1.232844e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -12331557.000000 Penalty: 3728.717773
	Iteration 9F: 3 clusters Score -1.233156e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -12333298.000000 Penalty: 3728.717773
	Iteration 10Q: 3 clusters Score -1.23333e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -12334155.000000 Penalty: 3728.717773
	Iteration 11Q: 3 clusters Score -1.233416e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -12334804.000000 Penalty: 3728.717773
	Iteration 12Q: 3 clusters Score -1.23348e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -12335405.000000 Penalty: 3728.717773
	Iteration 13Q: 3 clusters Score -1.23354e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -12335881.000000 Penalty: 3728.717773
	Iteration 14Q: 3 clusters Score -1.233588e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -12336433.000000 Penalty: 3728.717773
	Iteration 15Q: 3 clusters Score -1.233643e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -12336904.000000 Penalty: 3728.717773
	Iteration 16Q: 3 clusters Score -1.23369e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -12337429.000000 Penalty: 3728.717773
	Iteration 17Q: 3 clusters Score -1.233743e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -12337849.000000 Penalty: 3728.717773
	Iteration 18Q: 3 clusters Score -1.233785e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -12338267.000000 Penalty: 3728.717773
	Iteration 19Q: 3 clusters Score -1.233827e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -12338571.000000 Penalty: 3728.717773
	Iteration 20F: 3 clusters Score -1.233857e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -12338903.000000 Penalty: 3728.717773
	Iteration 21Q: 3 clusters Score -1.23389e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -12339172.000000 Penalty: 3728.717773
	Iteration 22Q: 3 clusters Score -1.233917e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -12339361.000000 Penalty: 3728.717773
	Iteration 23Q: 3 clusters Score -1.233936e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -12339608.000000 Penalty: 3728.717773
	Iteration 24Q: 3 clusters Score -1.233961e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -12339776.000000 Penalty: 3728.717773
	Iteration 25Q: 3 clusters Score -1.233978e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -12339906.000000 Penalty: 3728.717773
	Iteration 26Q: 3 clusters Score -1.233991e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -12340083.000000 Penalty: 3728.717773
	Iteration 27Q: 3 clusters Score -1.234008e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -12340174.000000 Penalty: 3728.717773
	Iteration 28Q: 3 clusters Score -1.234017e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -12340251.000000 Penalty: 3728.717773
	Iteration 29Q: 3 clusters Score -1.234025e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -12340337.000000 Penalty: 3728.717773
	Iteration 30Q: 3 clusters Score -1.234034e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -12340433.000000 Penalty: 3728.717773
	Iteration 31Q: 3 clusters Score -1.234043e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -12340476.000000 Penalty: 3728.717773
	Iteration 32Q: 3 clusters Score -1.234048e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -12340532.000000 Penalty: 3728.717773
	Iteration 33Q: 3 clusters Score -1.234053e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -12340542.000000 Penalty: 3728.717773
	Iteration 34Q: 3 clusters Score -1.234054e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -12340584.000000 Penalty: 3728.717773
	Iteration 35Q: 3 clusters Score -1.234058e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92703 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -12340593.000000 Penalty: 3728.717773
	Iteration 36Q: 3 clusters Score -1.234059e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -12340583.000000 Penalty: 3728.717773
	Iteration 37Q: 3 clusters Score -1.234058e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92898 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -12340626.000000 Penalty: 3728.717773
	Iteration 38Q: 3 clusters Score -1.234063e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -12340630.000000 Penalty: 3728.717773
	Iteration 39Q: 3 clusters Score -1.234063e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -12340645.000000 Penalty: 3728.717773
	Iteration 40F: 3 clusters Score -1.234064e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -12340659.000000 Penalty: 3728.717773
	Iteration 41Q: 3 clusters Score -1.234066e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93148 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -12340693.000000 Penalty: 3728.717773
	Iteration 42Q: 3 clusters Score -1.234069e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -12340701.000000 Penalty: 3728.717773
	Iteration 43Q: 3 clusters Score -1.23407e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -12340708.000000 Penalty: 3728.717773
	Iteration 44Q: 3 clusters Score -1.234071e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -12340715.000000 Penalty: 3728.717773
	Iteration 45Q: 3 clusters Score -1.234072e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -12340746.000000 Penalty: 3728.717773
	Iteration 46Q: 3 clusters Score -1.234075e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -12340747.000000 Penalty: 3728.717773
	Iteration 47Q: 3 clusters Score -1.234075e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12340736.000000 Penalty: 3728.717773
	Iteration 48Q: 3 clusters Score -1.234074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -12340734.000000 Penalty: 3728.717773
	Iteration 49Q: 3 clusters Score -1.234073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -12340765.000000 Penalty: 3728.717773
	Iteration 50Q: 3 clusters Score -1.234076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12340753.000000 Penalty: 3728.717773
	Iteration 51Q: 3 clusters Score -1.234075e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -12340752.000000 Penalty: 3728.717773
	Iteration 52Q: 3 clusters Score -1.234075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -12340768.000000 Penalty: 3728.717773
	Iteration 53Q: 3 clusters Score -1.234077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -12340785.000000 Penalty: 3728.717773
	Iteration 54Q: 3 clusters Score -1.234078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -12340785.000000 Penalty: 3728.717773
	Iteration 55Q: 3 clusters Score -1.234078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -12340799.000000 Penalty: 3728.717773
	Iteration 56Q: 3 clusters Score -1.23408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -12340799.000000 Penalty: 3728.717773
	Iteration 57Q: 3 clusters Score -1.23408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12340781.000000 Penalty: 3728.717773
	Iteration 58Q: 3 clusters Score -1.234078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -12340786.000000 Penalty: 3728.717773
	Iteration 59Q: 3 clusters Score -1.234079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -12340780.000000 Penalty: 3728.717773
	Iteration 60F: 3 clusters Score -1.234078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -12340789.000000 Penalty: 3728.717773
	Iteration 61Q: 3 clusters Score -1.234079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -12340794.000000 Penalty: 3728.717773
	Iteration 62Q: 3 clusters Score -1.234079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93713 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -12340808.000000 Penalty: 3728.717773
	Iteration 63Q: 3 clusters Score -1.234081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -12340798.000000 Penalty: 3728.717773
	Iteration 64Q: 3 clusters Score -1.23408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -12340794.000000 Penalty: 3728.717773
	Iteration 65Q: 3 clusters Score -1.234079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -12340803.000000 Penalty: 3728.717773
	Iteration 66Q: 3 clusters Score -1.23408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -12340803.000000 Penalty: 3728.717773
	Iteration 67Q: 3 clusters Score -1.23408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -12340803.000000 Penalty: 3728.717773
	Iteration 68F: 3 clusters Score -1.23408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -31102.474609 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -31102.47 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 171 members 
Entering Unmasked Estep 
Score: -30243.052734 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -30243.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30430.556641 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -30430.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30546.738281 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -30546.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30602.076172 Penalty: 1896.313477
	Iteration 3F: 3 clusters Score -30602.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30639.812500 Penalty: 1896.313477
	Iteration 4Q: 3 clusters Score -30639.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30649.701172 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -30649.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30692.578125 Penalty: 1896.313477
	Iteration 6Q: 3 clusters Score -30692.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30705.810547 Penalty: 1896.313477
	Iteration 7Q: 3 clusters Score -30705.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30715.345703 Penalty: 1896.313477
	Iteration 8Q: 3 clusters Score -30715.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30719.205078 Penalty: 1896.313477
	Iteration 9Q: 3 clusters Score -30719.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30721.146484 Penalty: 1896.313477
	Iteration 10Q: 3 clusters Score -30721.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30722.830078 Penalty: 1896.313477
	Iteration 11Q: 3 clusters Score -30722.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30724.310547 Penalty: 1896.313477
	Iteration 12Q: 3 clusters Score -30724.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30724.310547 Penalty: 1896.313477
	Iteration 13F: 3 clusters Score -30724.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Entering Unmasked Estep 
Score: -7304888.000000 Penalty: 1778.823242
	Iteration 0F: 2 clusters Score -7304888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -7267069.500000 Penalty: 3557.646484
	Iteration 0F: 3 clusters Score -7267070 nChanged 26690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -7282269.500000 Penalty: 3557.646484
	Iteration 1F: 3 clusters Score -7282270 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -7282846.000000 Penalty: 3557.646484
	Iteration 2Q: 3 clusters Score -7282846 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -7283586.000000 Penalty: 3557.646484
	Iteration 3Q: 3 clusters Score -7283586 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -7284566.500000 Penalty: 3557.646484
	Iteration 4Q: 3 clusters Score -7284566 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -7285800.000000 Penalty: 3557.646484
	Iteration 5Q: 3 clusters Score -7285800 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7287579.000000 Penalty: 3557.646484
	Iteration 6F: 3 clusters Score -7287579 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -7289952.000000 Penalty: 3557.646484
	Iteration 7F: 3 clusters Score -7289952 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -7292865.500000 Penalty: 3557.646484
	Iteration 8F: 3 clusters Score -7292866 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -7295381.500000 Penalty: 3557.646484
	Iteration 9F: 3 clusters Score -7295382 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -7296960.500000 Penalty: 3557.646484
	Iteration 10Q: 3 clusters Score -7296960 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -7297614.000000 Penalty: 3557.646484
	Iteration 11Q: 3 clusters Score -7297614 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -7297943.500000 Penalty: 3557.646484
	Iteration 12Q: 3 clusters Score -7297944 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -7298178.000000 Penalty: 3557.646484
	Iteration 13Q: 3 clusters Score -7298178 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -7298457.000000 Penalty: 3557.646484
	Iteration 14Q: 3 clusters Score -7298457 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -7298637.500000 Penalty: 3557.646484
	Iteration 15Q: 3 clusters Score -7298638 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -7298819.000000 Penalty: 3557.646484
	Iteration 16Q: 3 clusters Score -7298819 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -7298974.000000 Penalty: 3557.646484
	Iteration 17Q: 3 clusters Score -7298974 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -7299198.500000 Penalty: 3557.646484
	Iteration 18Q: 3 clusters Score -7299198 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -7299402.000000 Penalty: 3557.646484
	Iteration 19Q: 3 clusters Score -7299402 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -7299639.500000 Penalty: 3557.646484
	Iteration 20F: 3 clusters Score -7299640 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -7299872.000000 Penalty: 3557.646484
	Iteration 21Q: 3 clusters Score -7299872 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -7300098.500000 Penalty: 3557.646484
	Iteration 22Q: 3 clusters Score -7300098 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -7300360.000000 Penalty: 3557.646484
	Iteration 23Q: 3 clusters Score -7300360 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -7300608.000000 Penalty: 3557.646484
	Iteration 24Q: 3 clusters Score -7300608 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -7300838.000000 Penalty: 3557.646484
	Iteration 25Q: 3 clusters Score -7300838 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -7301164.000000 Penalty: 3557.646484
	Iteration 26Q: 3 clusters Score -7301164 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -7301424.500000 Penalty: 3557.646484
	Iteration 27Q: 3 clusters Score -7301424 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -7301720.000000 Penalty: 3557.646484
	Iteration 28Q: 3 clusters Score -7301720 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -7301995.500000 Penalty: 3557.646484
	Iteration 29Q: 3 clusters Score -7301996 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -7302247.500000 Penalty: 3557.646484
	Iteration 30Q: 3 clusters Score -7302248 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -7302511.500000 Penalty: 3557.646484
	Iteration 31Q: 3 clusters Score -7302512 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -7302721.000000 Penalty: 3557.646484
	Iteration 32Q: 3 clusters Score -7302721 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -7302947.500000 Penalty: 3557.646484
	Iteration 33Q: 3 clusters Score -7302948 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -7303086.000000 Penalty: 3557.646484
	Iteration 34Q: 3 clusters Score -7303086 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -7303216.500000 Penalty: 3557.646484
	Iteration 35Q: 3 clusters Score -7303216 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -7303316.500000 Penalty: 3557.646484
	Iteration 36Q: 3 clusters Score -7303316 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -7303447.500000 Penalty: 3557.646484
	Iteration 37Q: 3 clusters Score -7303448 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -7303518.500000 Penalty: 3557.646484
	Iteration 38Q: 3 clusters Score -7303518 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -7303569.000000 Penalty: 3557.646484
	Iteration 39Q: 3 clusters Score -7303569 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -7303589.500000 Penalty: 3557.646484
	Iteration 40F: 3 clusters Score -7303590 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -7303627.000000 Penalty: 3557.646484
	Iteration 41Q: 3 clusters Score -7303627 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -7303661.500000 Penalty: 3557.646484
	Iteration 42Q: 3 clusters Score -7303662 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -7303689.000000 Penalty: 3557.646484
	Iteration 43Q: 3 clusters Score -7303689 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -7303714.000000 Penalty: 3557.646484
	Iteration 44Q: 3 clusters Score -7303714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -7303707.000000 Penalty: 3557.646484
	Iteration 45Q: 3 clusters Score -7303707 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -7303709.000000 Penalty: 3557.646484
	Iteration 46Q: 3 clusters Score -7303709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -7303712.500000 Penalty: 3557.646484
	Iteration 47Q: 3 clusters Score -7303712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -7303706.500000 Penalty: 3557.646484
	Iteration 48Q: 3 clusters Score -7303706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -7303719.000000 Penalty: 3557.646484
	Iteration 49Q: 3 clusters Score -7303719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -7303712.500000 Penalty: 3557.646484
	Iteration 50Q: 3 clusters Score -7303712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -7303715.000000 Penalty: 3557.646484
	Iteration 51Q: 3 clusters Score -7303715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -7303720.500000 Penalty: 3557.646484
	Iteration 52Q: 3 clusters Score -7303720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -7303719.500000 Penalty: 3557.646484
	Iteration 53Q: 3 clusters Score -7303720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -7303711.500000 Penalty: 3557.646484
	Iteration 54Q: 3 clusters Score -7303712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -7303721.000000 Penalty: 3557.646484
	Iteration 55Q: 3 clusters Score -7303721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -7303723.500000 Penalty: 3557.646484
	Iteration 56Q: 3 clusters Score -7303724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -7303717.500000 Penalty: 3557.646484
	Iteration 57Q: 3 clusters Score -7303718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -7303714.000000 Penalty: 3557.646484
	Iteration 58Q: 3 clusters Score -7303714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -7303718.500000 Penalty: 3557.646484
	Iteration 59Q: 3 clusters Score -7303718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -7303719.000000 Penalty: 3557.646484
	Iteration 60F: 3 clusters Score -7303719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -7303719.000000 Penalty: 3557.646484
	Iteration 61Q: 3 clusters Score -7303719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -7303715.500000 Penalty: 3557.646484
	Iteration 62Q: 3 clusters Score -7303716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -7303716.500000 Penalty: 3557.646484
	Iteration 63Q: 3 clusters Score -7303716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -7303722.500000 Penalty: 3557.646484
	Iteration 64Q: 3 clusters Score -7303722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -7303717.000000 Penalty: 3557.646484
	Iteration 65Q: 3 clusters Score -7303717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -7303721.000000 Penalty: 3557.646484
	Iteration 66Q: 3 clusters Score -7303721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -7303721.000000 Penalty: 3557.646484
	Iteration 67F: 3 clusters Score -7303721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75414 members 
Entering Unmasked Estep 
Score: -9727793.000000 Penalty: 1824.996582
	Iteration 0F: 2 clusters Score -9727793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -9678288.000000 Penalty: 3649.993164
	Iteration 0F: 3 clusters Score -9678288 nChanged 35828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -9698511.000000 Penalty: 3649.993164
	Iteration 1F: 3 clusters Score -9698511 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -9698979.000000 Penalty: 3649.993164
	Iteration 2Q: 3 clusters Score -9698979 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -9699527.000000 Penalty: 3649.993164
	Iteration 3Q: 3 clusters Score -9699527 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -9700273.000000 Penalty: 3649.993164
	Iteration 4Q: 3 clusters Score -9700273 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -9701449.000000 Penalty: 3649.993164
	Iteration 5Q: 3 clusters Score -9701449 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -9703555.000000 Penalty: 3649.993164
	Iteration 6F: 3 clusters Score -9703555 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -9707151.000000 Penalty: 3649.993164
	Iteration 7F: 3 clusters Score -9707151 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -9712458.000000 Penalty: 3649.993164
	Iteration 8F: 3 clusters Score -9712458 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -9718292.000000 Penalty: 3649.993164
	Iteration 9F: 3 clusters Score -9718292 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -9722822.000000 Penalty: 3649.993164
	Iteration 10F: 3 clusters Score -9722822 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9724992.000000 Penalty: 3649.993164
	Iteration 11Q: 3 clusters Score -9724992 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9725703.000000 Penalty: 3649.993164
	Iteration 12Q: 3 clusters Score -9725703 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9725964.000000 Penalty: 3649.993164
	Iteration 13Q: 3 clusters Score -9725964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9726070.000000 Penalty: 3649.993164
	Iteration 14Q: 3 clusters Score -9726070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9726103.000000 Penalty: 3649.993164
	Iteration 15Q: 3 clusters Score -9726103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9726114.000000 Penalty: 3649.993164
	Iteration 16Q: 3 clusters Score -9726114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9726120.000000 Penalty: 3649.993164
	Iteration 17Q: 3 clusters Score -9726120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9726130.000000 Penalty: 3649.993164
	Iteration 18Q: 3 clusters Score -9726130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9726140.000000 Penalty: 3649.993164
	Iteration 19Q: 3 clusters Score -9726140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9726160.000000 Penalty: 3649.993164
	Iteration 20F: 3 clusters Score -9726160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9726164.000000 Penalty: 3649.993164
	Iteration 21Q: 3 clusters Score -9726164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9726169.000000 Penalty: 3649.993164
	Iteration 22Q: 3 clusters Score -9726169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9726173.000000 Penalty: 3649.993164
	Iteration 23Q: 3 clusters Score -9726173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9726173.000000 Penalty: 3649.993164
	Iteration 24F: 3 clusters Score -9726173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Entering Unmasked Estep 
Score: -1425536.625000 Penalty: 1514.674927
	Iteration 0F: 2 clusters Score -1425537 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 5461 members 
Entering Unmasked Estep 
Score: -1417701.750000 Penalty: 3029.349854
	Iteration 0F: 3 clusters Score -1417702 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1420272.125000 Penalty: 3029.349854
	Iteration 1F: 3 clusters Score -1420272 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1420566.000000 Penalty: 3029.349854
	Iteration 2F: 3 clusters Score -1420566 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1420875.250000 Penalty: 3029.349854
	Iteration 3F: 3 clusters Score -1420875 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1421229.500000 Penalty: 3029.349854
	Iteration 4F: 3 clusters Score -1421230 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1421642.000000 Penalty: 3029.349854
	Iteration 5F: 3 clusters Score -1421642 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1422192.250000 Penalty: 3029.349854
	Iteration 6F: 3 clusters Score -1422192 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1422763.875000 Penalty: 3029.349854
	Iteration 7F: 3 clusters Score -1422764 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1423240.375000 Penalty: 3029.349854
	Iteration 8F: 3 clusters Score -1423240 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1423555.875000 Penalty: 3029.349854
	Iteration 9Q: 3 clusters Score -1423556 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1423779.625000 Penalty: 3029.349854
	Iteration 10Q: 3 clusters Score -1423780 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1423926.875000 Penalty: 3029.349854
	Iteration 11Q: 3 clusters Score -1423927 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1424032.625000 Penalty: 3029.349854
	Iteration 12Q: 3 clusters Score -1424033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1424094.375000 Penalty: 3029.349854
	Iteration 13Q: 3 clusters Score -1424094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1424144.375000 Penalty: 3029.349854
	Iteration 14Q: 3 clusters Score -1424144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1424175.625000 Penalty: 3029.349854
	Iteration 15Q: 3 clusters Score -1424176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1424184.375000 Penalty: 3029.349854
	Iteration 16Q: 3 clusters Score -1424184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1424192.750000 Penalty: 3029.349854
	Iteration 17Q: 3 clusters Score -1424193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1424198.625000 Penalty: 3029.349854
	Iteration 18Q: 3 clusters Score -1424199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1424201.875000 Penalty: 3029.349854
	Iteration 19Q: 3 clusters Score -1424202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1424204.250000 Penalty: 3029.349854
	Iteration 20F: 3 clusters Score -1424204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1424208.750000 Penalty: 3029.349854
	Iteration 21Q: 3 clusters Score -1424209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1424207.875000 Penalty: 3029.349854
	Iteration 22Q: 3 clusters Score -1424208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1424209.750000 Penalty: 3029.349854
	Iteration 23Q: 3 clusters Score -1424210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1424211.500000 Penalty: 3029.349854
	Iteration 24Q: 3 clusters Score -1424212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1424213.500000 Penalty: 3029.349854
	Iteration 25Q: 3 clusters Score -1424214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1424213.750000 Penalty: 3029.349854
	Iteration 26Q: 3 clusters Score -1424214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1424214.625000 Penalty: 3029.349854
	Iteration 27Q: 3 clusters Score -1424215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1424214.625000 Penalty: 3029.349854
	Iteration 28Q: 3 clusters Score -1424215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1424216.250000 Penalty: 3029.349854
	Iteration 29Q: 3 clusters Score -1424216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1424220.375000 Penalty: 3029.349854
	Iteration 30Q: 3 clusters Score -1424220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1424224.875000 Penalty: 3029.349854
	Iteration 31Q: 3 clusters Score -1424225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1424226.750000 Penalty: 3029.349854
	Iteration 32Q: 3 clusters Score -1424227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1424225.750000 Penalty: 3029.349854
	Iteration 33Q: 3 clusters Score -1424226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1424225.750000 Penalty: 3029.349854
	Iteration 34F: 3 clusters Score -1424226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -15923.520508 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -15923.52 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 133 members 
Entering Unmasked Estep 
Score: -15238.821289 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -15238.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15502.965820 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -15502.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15623.666016 Penalty: 1797.064453
	Iteration 2F: 3 clusters Score -15623.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15683.409180 Penalty: 1797.064453
	Iteration 3Q: 3 clusters Score -15683.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15698.448242 Penalty: 1797.064453
	Iteration 4Q: 3 clusters Score -15698.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15699.083984 Penalty: 1797.064453
	Iteration 5Q: 3 clusters Score -15699.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15699.608398 Penalty: 1797.064453
	Iteration 6Q: 3 clusters Score -15699.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15699.608398 Penalty: 1797.064453
	Iteration 7F: 3 clusters Score -15699.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Entering Unmasked Estep 
Score: -5764174.500000 Penalty: 1740.234741
	Iteration 0F: 2 clusters Score -5764174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5734310.000000 Penalty: 3480.469482
	Iteration 0F: 3 clusters Score -5734310 nChanged 20846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5746011.000000 Penalty: 3480.469482
	Iteration 1F: 3 clusters Score -5746011 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -5746634.500000 Penalty: 3480.469482
	Iteration 2Q: 3 clusters Score -5746634 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -5747576.000000 Penalty: 3480.469482
	Iteration 3Q: 3 clusters Score -5747576 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -5748979.000000 Penalty: 3480.469482
	Iteration 4F: 3 clusters Score -5748979 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -5751023.000000 Penalty: 3480.469482
	Iteration 5F: 3 clusters Score -5751023 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -5753667.500000 Penalty: 3480.469482
	Iteration 6F: 3 clusters Score -5753668 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -5756385.000000 Penalty: 3480.469482
	Iteration 7F: 3 clusters Score -5756385 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -5758857.500000 Penalty: 3480.469482
	Iteration 8F: 3 clusters Score -5758858 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5760622.000000 Penalty: 3480.469482
	Iteration 9Q: 3 clusters Score -5760622 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5761599.000000 Penalty: 3480.469482
	Iteration 10Q: 3 clusters Score -5761599 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5762168.500000 Penalty: 3480.469482
	Iteration 11Q: 3 clusters Score -5762168 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5762454.500000 Penalty: 3480.469482
	Iteration 12Q: 3 clusters Score -5762454 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5762606.000000 Penalty: 3480.469482
	Iteration 13Q: 3 clusters Score -5762606 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5762726.500000 Penalty: 3480.469482
	Iteration 14Q: 3 clusters Score -5762726 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5762772.000000 Penalty: 3480.469482
	Iteration 15Q: 3 clusters Score -5762772 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5762807.500000 Penalty: 3480.469482
	Iteration 16Q: 3 clusters Score -5762808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5762843.000000 Penalty: 3480.469482
	Iteration 17Q: 3 clusters Score -5762843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5762862.500000 Penalty: 3480.469482
	Iteration 18Q: 3 clusters Score -5762862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5762873.500000 Penalty: 3480.469482
	Iteration 19Q: 3 clusters Score -5762874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5762871.500000 Penalty: 3480.469482
	Iteration 20F: 3 clusters Score -5762872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5762878.500000 Penalty: 3480.469482
	Iteration 21Q: 3 clusters Score -5762878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5762874.000000 Penalty: 3480.469482
	Iteration 22Q: 3 clusters Score -5762874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5762869.000000 Penalty: 3480.469482
	Iteration 23Q: 3 clusters Score -5762869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5762871.000000 Penalty: 3480.469482
	Iteration 24Q: 3 clusters Score -5762871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5762870.500000 Penalty: 3480.469482
	Iteration 25Q: 3 clusters Score -5762870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5762880.500000 Penalty: 3480.469482
	Iteration 26Q: 3 clusters Score -5762880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5762872.500000 Penalty: 3480.469482
	Iteration 27Q: 3 clusters Score -5762872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5762876.000000 Penalty: 3480.469482
	Iteration 28Q: 3 clusters Score -5762876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5762875.500000 Penalty: 3480.469482
	Iteration 29Q: 3 clusters Score -5762876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5762875.500000 Penalty: 3480.469482
	Iteration 30F: 3 clusters Score -5762876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Entering Unmasked Estep 
Score: -3000049.000000 Penalty: 1633.385986
	Iteration 0F: 2 clusters Score -3000049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2984325.250000 Penalty: 3266.771973
	Iteration 0F: 3 clusters Score -2984325 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2990184.500000 Penalty: 3266.771973
	Iteration 1F: 3 clusters Score -2990184 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2990565.750000 Penalty: 3266.771973
	Iteration 2Q: 3 clusters Score -2990566 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2990890.250000 Penalty: 3266.771973
	Iteration 3Q: 3 clusters Score -2990890 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2991181.250000 Penalty: 3266.771973
	Iteration 4Q: 3 clusters Score -2991181 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2991490.000000 Penalty: 3266.771973
	Iteration 5Q: 3 clusters Score -2991490 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2991876.250000 Penalty: 3266.771973
	Iteration 6Q: 3 clusters Score -2991876 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2992366.500000 Penalty: 3266.771973
	Iteration 7Q: 3 clusters Score -2992366 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2992995.750000 Penalty: 3266.771973
	Iteration 8Q: 3 clusters Score -2992996 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2993661.250000 Penalty: 3266.771973
	Iteration 9Q: 3 clusters Score -2993661 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2994374.000000 Penalty: 3266.771973
	Iteration 10Q: 3 clusters Score -2994374 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2994968.750000 Penalty: 3266.771973
	Iteration 11Q: 3 clusters Score -2994969 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2995357.750000 Penalty: 3266.771973
	Iteration 12Q: 3 clusters Score -2995358 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2995601.750000 Penalty: 3266.771973
	Iteration 13Q: 3 clusters Score -2995602 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2995744.750000 Penalty: 3266.771973
	Iteration 14Q: 3 clusters Score -2995745 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2995873.500000 Penalty: 3266.771973
	Iteration 15Q: 3 clusters Score -2995874 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2995988.000000 Penalty: 3266.771973
	Iteration 16Q: 3 clusters Score -2995988 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2996114.750000 Penalty: 3266.771973
	Iteration 17Q: 3 clusters Score -2996115 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2996222.500000 Penalty: 3266.771973
	Iteration 18Q: 3 clusters Score -2996222 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2996324.750000 Penalty: 3266.771973
	Iteration 19Q: 3 clusters Score -2996325 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2996439.250000 Penalty: 3266.771973
	Iteration 20F: 3 clusters Score -2996439 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2996530.750000 Penalty: 3266.771973
	Iteration 21Q: 3 clusters Score -2996531 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2996618.500000 Penalty: 3266.771973
	Iteration 22Q: 3 clusters Score -2996618 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2996700.250000 Penalty: 3266.771973
	Iteration 23Q: 3 clusters Score -2996700 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2996781.250000 Penalty: 3266.771973
	Iteration 24Q: 3 clusters Score -2996781 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2996861.500000 Penalty: 3266.771973
	Iteration 25Q: 3 clusters Score -2996862 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2996937.500000 Penalty: 3266.771973
	Iteration 26Q: 3 clusters Score -2996938 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2997025.250000 Penalty: 3266.771973
	Iteration 27Q: 3 clusters Score -2997025 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2997130.750000 Penalty: 3266.771973
	Iteration 28Q: 3 clusters Score -2997131 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2997220.000000 Penalty: 3266.771973
	Iteration 29Q: 3 clusters Score -2997220 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2997301.000000 Penalty: 3266.771973
	Iteration 30Q: 3 clusters Score -2997301 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2997377.000000 Penalty: 3266.771973
	Iteration 31Q: 3 clusters Score -2997377 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2997447.750000 Penalty: 3266.771973
	Iteration 32Q: 3 clusters Score -2997448 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2997520.500000 Penalty: 3266.771973
	Iteration 33Q: 3 clusters Score -2997520 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2997604.250000 Penalty: 3266.771973
	Iteration 34Q: 3 clusters Score -2997604 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2997697.500000 Penalty: 3266.771973
	Iteration 35Q: 3 clusters Score -2997698 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2997780.000000 Penalty: 3266.771973
	Iteration 36Q: 3 clusters Score -2997780 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2997890.000000 Penalty: 3266.771973
	Iteration 37Q: 3 clusters Score -2997890 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2998001.250000 Penalty: 3266.771973
	Iteration 38Q: 3 clusters Score -2998001 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2998124.500000 Penalty: 3266.771973
	Iteration 39Q: 3 clusters Score -2998124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2998217.250000 Penalty: 3266.771973
	Iteration 40F: 3 clusters Score -2998217 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2998298.750000 Penalty: 3266.771973
	Iteration 41Q: 3 clusters Score -2998299 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2998370.000000 Penalty: 3266.771973
	Iteration 42Q: 3 clusters Score -2998370 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2998439.250000 Penalty: 3266.771973
	Iteration 43Q: 3 clusters Score -2998439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2998489.750000 Penalty: 3266.771973
	Iteration 44Q: 3 clusters Score -2998490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2998520.750000 Penalty: 3266.771973
	Iteration 45Q: 3 clusters Score -2998521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2998542.000000 Penalty: 3266.771973
	Iteration 46Q: 3 clusters Score -2998542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2998550.500000 Penalty: 3266.771973
	Iteration 47Q: 3 clusters Score -2998550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2998562.500000 Penalty: 3266.771973
	Iteration 48Q: 3 clusters Score -2998562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2998582.500000 Penalty: 3266.771973
	Iteration 49Q: 3 clusters Score -2998582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2998588.750000 Penalty: 3266.771973
	Iteration 50Q: 3 clusters Score -2998589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2998596.500000 Penalty: 3266.771973
	Iteration 51Q: 3 clusters Score -2998596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2998610.750000 Penalty: 3266.771973
	Iteration 52Q: 3 clusters Score -2998611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2998619.750000 Penalty: 3266.771973
	Iteration 53Q: 3 clusters Score -2998620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2998624.500000 Penalty: 3266.771973
	Iteration 54Q: 3 clusters Score -2998624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2998633.000000 Penalty: 3266.771973
	Iteration 55Q: 3 clusters Score -2998633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2998640.500000 Penalty: 3266.771973
	Iteration 56Q: 3 clusters Score -2998640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2998645.250000 Penalty: 3266.771973
	Iteration 57Q: 3 clusters Score -2998645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2998644.750000 Penalty: 3266.771973
	Iteration 58Q: 3 clusters Score -2998645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2998647.500000 Penalty: 3266.771973
	Iteration 59Q: 3 clusters Score -2998648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2998652.000000 Penalty: 3266.771973
	Iteration 60F: 3 clusters Score -2998652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2998654.250000 Penalty: 3266.771973
	Iteration 61Q: 3 clusters Score -2998654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2998654.500000 Penalty: 3266.771973
	Iteration 62Q: 3 clusters Score -2998654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -2998659.000000 Penalty: 3266.771973
	Iteration 63Q: 3 clusters Score -2998659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2998658.500000 Penalty: 3266.771973
	Iteration 64Q: 3 clusters Score -2998658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2998658.000000 Penalty: 3266.771973
	Iteration 65Q: 3 clusters Score -2998658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2998658.000000 Penalty: 3266.771973
	Iteration 66F: 3 clusters Score -2998658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -18831.861328 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18831.86 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 115 members 
Entering Unmasked Estep 
Score: -18231.263672 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -18231.26 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18453.443359 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -18453.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18515.019531 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -18515.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18539.255859 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18539.26 nChanged 5
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: -18557.099609 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18557.1 nChanged 6
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: -18610.125000 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -18610.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18668.193359 Penalty: 1737.809937
	Iteration 6Q: 3 clusters Score -18668.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18694.599609 Penalty: 1737.809937
	Iteration 7Q: 3 clusters Score -18694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18722.283203 Penalty: 1737.809937
	Iteration 8Q: 3 clusters Score -18722.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18722.283203 Penalty: 1737.809937
	Iteration 9F: 3 clusters Score -18722.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -29082.408203 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -29082.41 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 145 members 
Entering Unmasked Estep 
Score: -28298.755859 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -28298.76 nChanged 48
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: -28426.312500 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -28426.31 nChanged 9
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: -28452.125000 Penalty: 1817.070801
	Iteration 2Q: 3 clusters Score -28452.12 nChanged 3
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: -28456.412109 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -28456.41 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: -28460.779297 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -28460.78 nChanged 0
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: -28460.779297 Penalty: 1817.070801
	Iteration 5F: 3 clusters Score -28460.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Entering Unmasked Estep 
Score: -2047315.250000 Penalty: 1571.822266
	Iteration 0F: 2 clusters Score -2047315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2036301.375000 Penalty: 3143.644531
	Iteration 0F: 3 clusters Score -2036301 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2040123.000000 Penalty: 3143.644531
	Iteration 1F: 3 clusters Score -2040123 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2040389.875000 Penalty: 3143.644531
	Iteration 2Q: 3 clusters Score -2040390 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2040604.375000 Penalty: 3143.644531
	Iteration 3Q: 3 clusters Score -2040604 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2040817.875000 Penalty: 3143.644531
	Iteration 4Q: 3 clusters Score -2040818 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2041039.125000 Penalty: 3143.644531
	Iteration 5Q: 3 clusters Score -2041039 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2041276.000000 Penalty: 3143.644531
	Iteration 6Q: 3 clusters Score -2041276 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2041550.125000 Penalty: 3143.644531
	Iteration 7Q: 3 clusters Score -2041550 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2041940.875000 Penalty: 3143.644531
	Iteration 8Q: 3 clusters Score -2041941 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2042461.125000 Penalty: 3143.644531
	Iteration 9F: 3 clusters Score -2042461 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2043094.375000 Penalty: 3143.644531
	Iteration 10F: 3 clusters Score -2043094 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2043759.250000 Penalty: 3143.644531
	Iteration 11F: 3 clusters Score -2043759 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2044438.250000 Penalty: 3143.644531
	Iteration 12F: 3 clusters Score -2044438 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2044904.625000 Penalty: 3143.644531
	Iteration 13Q: 3 clusters Score -2044905 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2045204.625000 Penalty: 3143.644531
	Iteration 14Q: 3 clusters Score -2045205 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2045429.750000 Penalty: 3143.644531
	Iteration 15Q: 3 clusters Score -2045430 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2045578.750000 Penalty: 3143.644531
	Iteration 16Q: 3 clusters Score -2045579 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2045712.000000 Penalty: 3143.644531
	Iteration 17Q: 3 clusters Score -2045712 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2045802.250000 Penalty: 3143.644531
	Iteration 18Q: 3 clusters Score -2045802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2045849.875000 Penalty: 3143.644531
	Iteration 19Q: 3 clusters Score -2045850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2045880.375000 Penalty: 3143.644531
	Iteration 20F: 3 clusters Score -2045880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2045907.250000 Penalty: 3143.644531
	Iteration 21Q: 3 clusters Score -2045907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2045933.750000 Penalty: 3143.644531
	Iteration 22Q: 3 clusters Score -2045934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2045946.500000 Penalty: 3143.644531
	Iteration 23Q: 3 clusters Score -2045946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2045957.875000 Penalty: 3143.644531
	Iteration 24Q: 3 clusters Score -2045958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2045966.000000 Penalty: 3143.644531
	Iteration 25Q: 3 clusters Score -2045966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2045973.125000 Penalty: 3143.644531
	Iteration 26Q: 3 clusters Score -2045973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2045976.125000 Penalty: 3143.644531
	Iteration 27Q: 3 clusters Score -2045976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2045980.375000 Penalty: 3143.644531
	Iteration 28Q: 3 clusters Score -2045980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2045983.625000 Penalty: 3143.644531
	Iteration 29Q: 3 clusters Score -2045984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2045983.625000 Penalty: 3143.644531
	Iteration 30F: 3 clusters Score -2045984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81527 members 
Entering Unmasked Estep 
Score: -10506071.000000 Penalty: 1837.661987
	Iteration 0F: 2 clusters Score -1.050607e+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 40557 members 
Entering Unmasked Estep 
Score: -10452656.000000 Penalty: 3675.323975
	Iteration 0F: 3 clusters Score -1.045266e+07 nChanged 39002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -10475324.000000 Penalty: 3675.323975
	Iteration 1F: 3 clusters Score -1.047532e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -10475995.000000 Penalty: 3675.323975
	Iteration 2Q: 3 clusters Score -1.0476e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -10476980.000000 Penalty: 3675.323975
	Iteration 3Q: 3 clusters Score -1.047698e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -10478228.000000 Penalty: 3675.323975
	Iteration 4Q: 3 clusters Score -1.047823e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -10480157.000000 Penalty: 3675.323975
	Iteration 5Q: 3 clusters Score -1.048016e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -10483064.000000 Penalty: 3675.323975
	Iteration 6F: 3 clusters Score -1.048306e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -10487153.000000 Penalty: 3675.323975
	Iteration 7F: 3 clusters Score -1.048715e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -10491783.000000 Penalty: 3675.323975
	Iteration 8F: 3 clusters Score -1.049178e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -10496036.000000 Penalty: 3675.323975
	Iteration 9F: 3 clusters Score -1.049604e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -10499386.000000 Penalty: 3675.323975
	Iteration 10F: 3 clusters Score -1.049939e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -10501597.000000 Penalty: 3675.323975
	Iteration 11Q: 3 clusters Score -1.05016e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -10502961.000000 Penalty: 3675.323975
	Iteration 12Q: 3 clusters Score -1.050296e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10503663.000000 Penalty: 3675.323975
	Iteration 13Q: 3 clusters Score -1.050366e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10504016.000000 Penalty: 3675.323975
	Iteration 14Q: 3 clusters Score -1.050402e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10504200.000000 Penalty: 3675.323975
	Iteration 15Q: 3 clusters Score -1.05042e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10504288.000000 Penalty: 3675.323975
	Iteration 16Q: 3 clusters Score -1.050429e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10504353.000000 Penalty: 3675.323975
	Iteration 17Q: 3 clusters Score -1.050435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10504383.000000 Penalty: 3675.323975
	Iteration 18Q: 3 clusters Score -1.050438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10504395.000000 Penalty: 3675.323975
	Iteration 19Q: 3 clusters Score -1.05044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10504402.000000 Penalty: 3675.323975
	Iteration 20F: 3 clusters Score -1.05044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10504408.000000 Penalty: 3675.323975
	Iteration 21Q: 3 clusters Score -1.050441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10504409.000000 Penalty: 3675.323975
	Iteration 22Q: 3 clusters Score -1.050441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81299 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10504402.000000 Penalty: 3675.323975
	Iteration 23Q: 3 clusters Score -1.05044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10504407.000000 Penalty: 3675.323975
	Iteration 24Q: 3 clusters Score -1.050441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10504412.000000 Penalty: 3675.323975
	Iteration 25Q: 3 clusters Score -1.050441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10504414.000000 Penalty: 3675.323975
	Iteration 26Q: 3 clusters Score -1.050441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10504418.000000 Penalty: 3675.323975
	Iteration 27Q: 3 clusters Score -1.050442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10504419.000000 Penalty: 3675.323975
	Iteration 28Q: 3 clusters Score -1.050442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10504426.000000 Penalty: 3675.323975
	Iteration 29Q: 3 clusters Score -1.050443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10504426.000000 Penalty: 3675.323975
	Iteration 30F: 3 clusters Score -1.050443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Entering Unmasked Estep 
Score: -12662420.000000 Penalty: 1868.728882
	Iteration 0F: 2 clusters Score -1.266242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -12598050.000000 Penalty: 3737.457764
	Iteration 0F: 3 clusters Score -1.259805e+07 nChanged 47285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -12626431.000000 Penalty: 3737.457764
	Iteration 1F: 3 clusters Score -1.262643e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -12628482.000000 Penalty: 3737.457764
	Iteration 2Q: 3 clusters Score -1.262848e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -12631904.000000 Penalty: 3737.457764
	Iteration 3F: 3 clusters Score -1.26319e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -12637625.000000 Penalty: 3737.457764
	Iteration 4F: 3 clusters Score -1.263762e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -12645687.000000 Penalty: 3737.457764
	Iteration 5F: 3 clusters Score -1.264569e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -12653057.000000 Penalty: 3737.457764
	Iteration 6F: 3 clusters Score -1.265306e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -12657752.000000 Penalty: 3737.457764
	Iteration 7Q: 3 clusters Score -1.265775e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -12659798.000000 Penalty: 3737.457764
	Iteration 8Q: 3 clusters Score -1.26598e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12660523.000000 Penalty: 3737.457764
	Iteration 9Q: 3 clusters Score -1.266052e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97460 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12660792.000000 Penalty: 3737.457764
	Iteration 10Q: 3 clusters Score -1.266079e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97698 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12660972.000000 Penalty: 3737.457764
	Iteration 11Q: 3 clusters Score -1.266097e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12661030.000000 Penalty: 3737.457764
	Iteration 12Q: 3 clusters Score -1.266103e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97911 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12661057.000000 Penalty: 3737.457764
	Iteration 13Q: 3 clusters Score -1.266106e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12661101.000000 Penalty: 3737.457764
	Iteration 14Q: 3 clusters Score -1.26611e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12661107.000000 Penalty: 3737.457764
	Iteration 15Q: 3 clusters Score -1.266111e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98058 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12661119.000000 Penalty: 3737.457764
	Iteration 16Q: 3 clusters Score -1.266112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12661116.000000 Penalty: 3737.457764
	Iteration 17Q: 3 clusters Score -1.266112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98103 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12661108.000000 Penalty: 3737.457764
	Iteration 18Q: 3 clusters Score -1.266111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12661111.000000 Penalty: 3737.457764
	Iteration 19Q: 3 clusters Score -1.266111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12661107.000000 Penalty: 3737.457764
	Iteration 20F: 3 clusters Score -1.266111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12661098.000000 Penalty: 3737.457764
	Iteration 21Q: 3 clusters Score -1.26611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12661108.000000 Penalty: 3737.457764
	Iteration 22Q: 3 clusters Score -1.266111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12661112.000000 Penalty: 3737.457764
	Iteration 23Q: 3 clusters Score -1.266111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -12661111.000000 Penalty: 3737.457764
	Iteration 24Q: 3 clusters Score -1.266111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -12661111.000000 Penalty: 3737.457764
	Iteration 25Q: 3 clusters Score -1.266111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12661110.000000 Penalty: 3737.457764
	Iteration 26Q: 3 clusters Score -1.266111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12661112.000000 Penalty: 3737.457764
	Iteration 27Q: 3 clusters Score -1.266111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98150 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12661113.000000 Penalty: 3737.457764
	Iteration 28Q: 3 clusters Score -1.266111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12661115.000000 Penalty: 3737.457764
	Iteration 29Q: 3 clusters Score -1.266112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12661114.000000 Penalty: 3737.457764
	Iteration 30Q: 3 clusters Score -1.266111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12661119.000000 Penalty: 3737.457764
	Iteration 31Q: 3 clusters Score -1.266112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12661109.000000 Penalty: 3737.457764
	Iteration 32Q: 3 clusters Score -1.266111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12661118.000000 Penalty: 3737.457764
	Iteration 33Q: 3 clusters Score -1.266112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98161 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12661117.000000 Penalty: 3737.457764
	Iteration 34Q: 3 clusters Score -1.266112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98161 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12661117.000000 Penalty: 3737.457764
	Iteration 35F: 3 clusters Score -1.266112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -30400.335938 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -30400.34 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 155 members 
Entering Unmasked Estep 
Score: -29629.697266 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -29629.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29748.085938 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -29748.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29776.296875 Penalty: 1842.711304
	Iteration 2Q: 3 clusters Score -29776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29799.154297 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -29799.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29808.847656 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -29808.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29814.117188 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -29814.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29814.117188 Penalty: 1842.711304
	Iteration 6F: 3 clusters Score -29814.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 20515 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 96084 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56761 members 
Mstep: Class 12 contains 75414 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 44763 members 
Mstep: Class 16 contains 23193 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15879 members 
Mstep: Class 22 contains 81527 members 
Mstep: Class 23 contains 98703 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533072.000000 Penalty: 45115.199219
Iteration 359Q: 22 clusters Score -6.953307e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 20522 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 8 contains 96197 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56768 members 
Mstep: Class 12 contains 75442 members 
Mstep: Class 13 contains 11175 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 44581 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15800 members 
Mstep: Class 22 contains 81558 members 
Mstep: Class 23 contains 98807 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533224.000000 Penalty: 45115.199219
Iteration 360F: 22 clusters Score -6.953322e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 20537 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 8 contains 96299 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56786 members 
Mstep: Class 12 contains 75487 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 44402 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15717 members 
Mstep: Class 22 contains 81588 members 
Mstep: Class 23 contains 98892 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533432.000000 Penalty: 45115.199219
Iteration 361Q: 22 clusters Score -6.953343e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 20547 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 96397 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56810 members 
Mstep: Class 12 contains 75546 members 
Mstep: Class 13 contains 11170 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 44232 members 
Mstep: Class 16 contains 23240 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15625 members 
Mstep: Class 22 contains 81608 members 
Mstep: Class 23 contains 98973 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533368.000000 Penalty: 45115.199219
Iteration 362Q: 22 clusters Score -6.953337e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 20569 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 8 contains 96519 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56845 members 
Mstep: Class 12 contains 75594 members 
Mstep: Class 13 contains 11168 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 44060 members 
Mstep: Class 16 contains 23249 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15517 members 
Mstep: Class 22 contains 81632 members 
Mstep: Class 23 contains 99056 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533016.000000 Penalty: 45115.199219
Iteration 363Q: 22 clusters Score -6.953302e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 20586 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 2093 members 
Mstep: Class 8 contains 96612 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56861 members 
Mstep: Class 12 contains 75640 members 
Mstep: Class 13 contains 11165 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 43889 members 
Mstep: Class 16 contains 23258 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15422 members 
Mstep: Class 22 contains 81650 members 
Mstep: Class 23 contains 99175 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69532992.000000 Penalty: 45115.199219
Iteration 364Q: 22 clusters Score -6.953299e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 20593 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 2079 members 
Mstep: Class 8 contains 96705 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56877 members 
Mstep: Class 12 contains 75679 members 
Mstep: Class 13 contains 11164 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 43710 members 
Mstep: Class 16 contains 23269 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15345 members 
Mstep: Class 22 contains 81683 members 
Mstep: Class 23 contains 99304 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69532792.000000 Penalty: 45115.199219
Iteration 365Q: 22 clusters Score -6.953279e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 20597 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 96816 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56893 members 
Mstep: Class 12 contains 75733 members 
Mstep: Class 13 contains 11165 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 43527 members 
Mstep: Class 16 contains 23280 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15254 members 
Mstep: Class 22 contains 81713 members 
Mstep: Class 23 contains 99411 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69532832.000000 Penalty: 45115.199219
Iteration 366Q: 22 clusters Score -6.953283e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 4406 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 96879 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56902 members 
Mstep: Class 12 contains 75769 members 
Mstep: Class 13 contains 11165 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 43331 members 
Mstep: Class 16 contains 23290 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15165 members 
Mstep: Class 22 contains 81757 members 
Mstep: Class 23 contains 99593 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533032.000000 Penalty: 45115.199219
Iteration 367Q: 22 clusters Score -6.953303e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 925 members 
Mstep: Class 3 contains 20634 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 96937 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56917 members 
Mstep: Class 12 contains 75822 members 
Mstep: Class 13 contains 11168 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 43116 members 
Mstep: Class 16 contains 23298 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 15059 members 
Mstep: Class 22 contains 81812 members 
Mstep: Class 23 contains 99741 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69532968.000000 Penalty: 45115.199219
Iteration 368Q: 22 clusters Score -6.953297e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20662 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 96982 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56928 members 
Mstep: Class 12 contains 75871 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 42910 members 
Mstep: Class 16 contains 23315 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 14949 members 
Mstep: Class 22 contains 81859 members 
Mstep: Class 23 contains 99921 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69532960.000000 Penalty: 45115.199219
Iteration 369Q: 22 clusters Score -6.953296e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 926 members 
Mstep: Class 3 contains 20686 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 4432 members 
Mstep: Class 7 contains 2026 members 
Mstep: Class 8 contains 97074 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56934 members 
Mstep: Class 12 contains 75915 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 42687 members 
Mstep: Class 16 contains 23327 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 14846 members 
Mstep: Class 22 contains 81930 members 
Mstep: Class 23 contains 100063 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533040.000000 Penalty: 45115.199219
Iteration 370Q: 22 clusters Score -6.953304e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20705 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 8 contains 97167 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56943 members 
Mstep: Class 12 contains 75967 members 
Mstep: Class 13 contains 11175 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 42472 members 
Mstep: Class 16 contains 23337 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 81990 members 
Mstep: Class 23 contains 100199 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533080.000000 Penalty: 45115.199219
Iteration 371Q: 22 clusters Score -6.953308e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20718 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 97268 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56947 members 
Mstep: Class 12 contains 75987 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 42266 members 
Mstep: Class 16 contains 23348 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14623 members 
Mstep: Class 22 contains 82066 members 
Mstep: Class 23 contains 100334 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533232.000000 Penalty: 45115.199219
Iteration 372Q: 22 clusters Score -6.953323e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 926 members 
Mstep: Class 3 contains 20744 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3598 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 97381 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56950 members 
Mstep: Class 12 contains 75989 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 42088 members 
Mstep: Class 16 contains 23350 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 82149 members 
Mstep: Class 23 contains 100415 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533224.000000 Penalty: 45115.199219
Iteration 373Q: 22 clusters Score -6.953322e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 926 members 
Mstep: Class 3 contains 20766 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3607 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 97472 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56971 members 
Mstep: Class 12 contains 75981 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 41948 members 
Mstep: Class 16 contains 23346 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14463 members 
Mstep: Class 22 contains 82203 members 
Mstep: Class 23 contains 100490 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533136.000000 Penalty: 45115.199219
Iteration 374Q: 22 clusters Score -6.953314e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 926 members 
Mstep: Class 3 contains 20780 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 4463 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 8 contains 97543 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56982 members 
Mstep: Class 12 contains 76000 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 41810 members 
Mstep: Class 16 contains 23331 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14405 members 
Mstep: Class 22 contains 82268 members 
Mstep: Class 23 contains 100560 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533224.000000 Penalty: 45115.199219
Iteration 375Q: 22 clusters Score -6.953322e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20787 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3616 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 8 contains 97617 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 56998 members 
Mstep: Class 12 contains 76010 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 41678 members 
Mstep: Class 16 contains 23311 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 82329 members 
Mstep: Class 23 contains 100620 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533360.000000 Penalty: 45115.199219
Iteration 376Q: 22 clusters Score -6.953336e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20796 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 2003 members 
Mstep: Class 8 contains 97669 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57018 members 
Mstep: Class 12 contains 76048 members 
Mstep: Class 13 contains 11170 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 41560 members 
Mstep: Class 16 contains 23287 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14315 members 
Mstep: Class 22 contains 82386 members 
Mstep: Class 23 contains 100667 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533296.000000 Penalty: 45115.199219
Iteration 377Q: 22 clusters Score -6.95333e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 928 members 
Mstep: Class 3 contains 20795 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 97725 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57021 members 
Mstep: Class 12 contains 76060 members 
Mstep: Class 13 contains 11166 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 41444 members 
Mstep: Class 16 contains 23279 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14280 members 
Mstep: Class 22 contains 82449 members 
Mstep: Class 23 contains 100711 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533384.000000 Penalty: 45115.199219
Iteration 378Q: 22 clusters Score -6.953338e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 928 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 97778 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57037 members 
Mstep: Class 12 contains 76084 members 
Mstep: Class 13 contains 11167 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 41334 members 
Mstep: Class 16 contains 23274 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14239 members 
Mstep: Class 22 contains 82515 members 
Mstep: Class 23 contains 100727 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533416.000000 Penalty: 45115.199219
Iteration 379Q: 22 clusters Score -6.953342e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 928 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 4501 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 8 contains 97826 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57046 members 
Mstep: Class 12 contains 76098 members 
Mstep: Class 13 contains 11169 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 41235 members 
Mstep: Class 16 contains 23272 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14199 members 
Mstep: Class 22 contains 82575 members 
Mstep: Class 23 contains 100740 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533440.000000 Penalty: 45115.199219
Iteration 380F: 22 clusters Score -6.953344e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20823 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 8 contains 97857 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57051 members 
Mstep: Class 12 contains 76109 members 
Mstep: Class 13 contains 11168 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 41152 members 
Mstep: Class 16 contains 23271 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14182 members 
Mstep: Class 22 contains 82642 members 
Mstep: Class 23 contains 100740 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533424.000000 Penalty: 45115.199219
Iteration 381Q: 22 clusters Score -6.953342e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20838 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 1998 members 
Mstep: Class 8 contains 97874 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57068 members 
Mstep: Class 12 contains 76111 members 
Mstep: Class 13 contains 11168 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 41065 members 
Mstep: Class 16 contains 23262 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14173 members 
Mstep: Class 22 contains 82703 members 
Mstep: Class 23 contains 100750 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533496.000000 Penalty: 45115.199219
Iteration 382Q: 22 clusters Score -6.95335e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20861 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 8 contains 97879 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57081 members 
Mstep: Class 12 contains 76115 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40979 members 
Mstep: Class 16 contains 23255 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14165 members 
Mstep: Class 22 contains 82745 members 
Mstep: Class 23 contains 100777 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533392.000000 Penalty: 45115.199219
Iteration 383Q: 22 clusters Score -6.953339e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20883 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 1994 members 
Mstep: Class 8 contains 97879 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57097 members 
Mstep: Class 12 contains 76118 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40909 members 
Mstep: Class 16 contains 23243 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14159 members 
Mstep: Class 22 contains 82799 members 
Mstep: Class 23 contains 100795 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 45115.199219
Iteration 384Q: 22 clusters Score -6.953358e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20890 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 1993 members 
Mstep: Class 8 contains 97906 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57109 members 
Mstep: Class 12 contains 76118 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40830 members 
Mstep: Class 16 contains 23244 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14164 members 
Mstep: Class 22 contains 82832 members 
Mstep: Class 23 contains 100797 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 385Q: 22 clusters Score -6.953354e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 4534 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 97926 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57109 members 
Mstep: Class 12 contains 76122 members 
Mstep: Class 13 contains 11175 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40758 members 
Mstep: Class 16 contains 23245 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14177 members 
Mstep: Class 22 contains 82866 members 
Mstep: Class 23 contains 100797 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 386Q: 22 clusters Score -6.953351e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3631 members 
Mstep: Class 6 contains 4541 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 97939 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57105 members 
Mstep: Class 12 contains 76134 members 
Mstep: Class 13 contains 11176 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40692 members 
Mstep: Class 16 contains 23237 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14198 members 
Mstep: Class 22 contains 82897 members 
Mstep: Class 23 contains 100794 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 387Q: 22 clusters Score -6.953361e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 928 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 97950 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57096 members 
Mstep: Class 12 contains 76147 members 
Mstep: Class 13 contains 11176 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14204 members 
Mstep: Class 22 contains 82937 members 
Mstep: Class 23 contains 100807 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 388Q: 22 clusters Score -6.953364e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20896 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 97958 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57100 members 
Mstep: Class 12 contains 76156 members 
Mstep: Class 13 contains 11176 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40580 members 
Mstep: Class 16 contains 23217 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14216 members 
Mstep: Class 22 contains 82984 members 
Mstep: Class 23 contains 100797 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 389Q: 22 clusters Score -6.953359e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 1985 members 
Mstep: Class 8 contains 97986 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57104 members 
Mstep: Class 12 contains 76161 members 
Mstep: Class 13 contains 11177 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40543 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14234 members 
Mstep: Class 22 contains 83018 members 
Mstep: Class 23 contains 100759 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 390Q: 22 clusters Score -6.953358e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 4540 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 98008 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57103 members 
Mstep: Class 12 contains 76168 members 
Mstep: Class 13 contains 11178 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40519 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14244 members 
Mstep: Class 22 contains 83038 members 
Mstep: Class 23 contains 100735 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 391Q: 22 clusters Score -6.95336e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 4541 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 98034 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57105 members 
Mstep: Class 12 contains 76178 members 
Mstep: Class 13 contains 11175 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40503 members 
Mstep: Class 16 contains 23203 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14254 members 
Mstep: Class 22 contains 83050 members 
Mstep: Class 23 contains 100708 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 392Q: 22 clusters Score -6.953358e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3637 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 98052 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57112 members 
Mstep: Class 12 contains 76183 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40485 members 
Mstep: Class 16 contains 23202 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14271 members 
Mstep: Class 22 contains 83057 members 
Mstep: Class 23 contains 100669 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 393Q: 22 clusters Score -6.953362e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 98065 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57120 members 
Mstep: Class 12 contains 76183 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40467 members 
Mstep: Class 16 contains 23194 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14282 members 
Mstep: Class 22 contains 83074 members 
Mstep: Class 23 contains 100644 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 394Q: 22 clusters Score -6.953364e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20893 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 4550 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 98060 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57126 members 
Mstep: Class 12 contains 76189 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40446 members 
Mstep: Class 16 contains 23185 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14294 members 
Mstep: Class 22 contains 83095 members 
Mstep: Class 23 contains 100633 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
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Iteration 395Q: 22 clusters Score -6.953358e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20896 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3640 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 98046 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57130 members 
Mstep: Class 12 contains 76192 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40426 members 
Mstep: Class 16 contains 23180 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14317 members 
Mstep: Class 22 contains 83114 members 
Mstep: Class 23 contains 100622 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533520.000000 Penalty: 45115.199219
Iteration 396Q: 22 clusters Score -6.953352e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20899 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 4548 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 98032 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57140 members 
Mstep: Class 12 contains 76195 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40408 members 
Mstep: Class 16 contains 23177 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14329 members 
Mstep: Class 22 contains 83129 members 
Mstep: Class 23 contains 100615 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533560.000000 Penalty: 45115.199219
Iteration 397Q: 22 clusters Score -6.953356e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20899 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3644 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 98015 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57144 members 
Mstep: Class 12 contains 76195 members 
Mstep: Class 13 contains 11174 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40389 members 
Mstep: Class 16 contains 23176 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14343 members 
Mstep: Class 22 contains 83141 members 
Mstep: Class 23 contains 100620 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533528.000000 Penalty: 45115.199219
Iteration 398Q: 22 clusters Score -6.953353e+07 nChanged 88
Entering ConstructFrom: 
Score: -69533528.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (13786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Entering Unmasked Estep 
Score: -1734057.625000 Penalty: 1548.854004
	Iteration 0F: 2 clusters Score -1734058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1724529.500000 Penalty: 3097.708008
	Iteration 0F: 3 clusters Score -1724530 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1727799.250000 Penalty: 3097.708008
	Iteration 1F: 3 clusters Score -1727799 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1728082.625000 Penalty: 3097.708008
	Iteration 2F: 3 clusters Score -1728083 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1728296.000000 Penalty: 3097.708008
	Iteration 3Q: 3 clusters Score -1728296 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1728470.500000 Penalty: 3097.708008
	Iteration 4Q: 3 clusters Score -1728470 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1728620.875000 Penalty: 3097.708008
	Iteration 5Q: 3 clusters Score -1728621 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1728734.375000 Penalty: 3097.708008
	Iteration 6Q: 3 clusters Score -1728734 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1728839.500000 Penalty: 3097.708008
	Iteration 7Q: 3 clusters Score -1728840 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1728917.250000 Penalty: 3097.708008
	Iteration 8Q: 3 clusters Score -1728917 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1729007.375000 Penalty: 3097.708008
	Iteration 9Q: 3 clusters Score -1729007 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1729091.500000 Penalty: 3097.708008
	Iteration 10Q: 3 clusters Score -1729092 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1729180.125000 Penalty: 3097.708008
	Iteration 11Q: 3 clusters Score -1729180 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1729260.750000 Penalty: 3097.708008
	Iteration 12Q: 3 clusters Score -1729261 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1729359.875000 Penalty: 3097.708008
	Iteration 13Q: 3 clusters Score -1729360 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1729463.375000 Penalty: 3097.708008
	Iteration 14Q: 3 clusters Score -1729463 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1729578.625000 Penalty: 3097.708008
	Iteration 15Q: 3 clusters Score -1729579 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1729712.375000 Penalty: 3097.708008
	Iteration 16Q: 3 clusters Score -1729712 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1729894.750000 Penalty: 3097.708008
	Iteration 17Q: 3 clusters Score -1729895 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1730132.625000 Penalty: 3097.708008
	Iteration 18Q: 3 clusters Score -1730133 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1730416.625000 Penalty: 3097.708008
	Iteration 19Q: 3 clusters Score -1730417 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1730739.625000 Penalty: 3097.708008
	Iteration 20F: 3 clusters Score -1730740 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1731071.250000 Penalty: 3097.708008
	Iteration 21Q: 3 clusters Score -1731071 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1731406.250000 Penalty: 3097.708008
	Iteration 22Q: 3 clusters Score -1731406 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1731707.875000 Penalty: 3097.708008
	Iteration 23Q: 3 clusters Score -1731708 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1731923.875000 Penalty: 3097.708008
	Iteration 24Q: 3 clusters Score -1731924 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1732091.000000 Penalty: 3097.708008
	Iteration 25Q: 3 clusters Score -1732091 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1732209.750000 Penalty: 3097.708008
	Iteration 26Q: 3 clusters Score -1732210 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1732317.875000 Penalty: 3097.708008
	Iteration 27Q: 3 clusters Score -1732318 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1732411.875000 Penalty: 3097.708008
	Iteration 28Q: 3 clusters Score -1732412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1732493.250000 Penalty: 3097.708008
	Iteration 29Q: 3 clusters Score -1732493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1732571.375000 Penalty: 3097.708008
	Iteration 30Q: 3 clusters Score -1732571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1732621.500000 Penalty: 3097.708008
	Iteration 31Q: 3 clusters Score -1732622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1732648.125000 Penalty: 3097.708008
	Iteration 32Q: 3 clusters Score -1732648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1732668.125000 Penalty: 3097.708008
	Iteration 33Q: 3 clusters Score -1732668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1732686.625000 Penalty: 3097.708008
	Iteration 34Q: 3 clusters Score -1732687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1732689.875000 Penalty: 3097.708008
	Iteration 35Q: 3 clusters Score -1732690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1732695.375000 Penalty: 3097.708008
	Iteration 36Q: 3 clusters Score -1732695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1732695.875000 Penalty: 3097.708008
	Iteration 37Q: 3 clusters Score -1732696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1732701.500000 Penalty: 3097.708008
	Iteration 38Q: 3 clusters Score -1732702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1732709.250000 Penalty: 3097.708008
	Iteration 39Q: 3 clusters Score -1732709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1732719.750000 Penalty: 3097.708008
	Iteration 40F: 3 clusters Score -1732720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1732724.750000 Penalty: 3097.708008
	Iteration 41Q: 3 clusters Score -1732725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1732730.750000 Penalty: 3097.708008
	Iteration 42Q: 3 clusters Score -1732731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1732732.125000 Penalty: 3097.708008
	Iteration 43Q: 3 clusters Score -1732732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1732731.375000 Penalty: 3097.708008
	Iteration 44Q: 3 clusters Score -1732731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1732733.625000 Penalty: 3097.708008
	Iteration 45Q: 3 clusters Score -1732734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1732737.375000 Penalty: 3097.708008
	Iteration 46Q: 3 clusters Score -1732737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1732738.250000 Penalty: 3097.708008
	Iteration 47Q: 3 clusters Score -1732738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1732742.125000 Penalty: 3097.708008
	Iteration 48Q: 3 clusters Score -1732742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1732743.000000 Penalty: 3097.708008
	Iteration 49Q: 3 clusters Score -1732743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1732748.500000 Penalty: 3097.708008
	Iteration 50Q: 3 clusters Score -1732748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1732750.125000 Penalty: 3097.708008
	Iteration 51Q: 3 clusters Score -1732750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1732750.000000 Penalty: 3097.708008
	Iteration 52Q: 3 clusters Score -1732750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1732751.500000 Penalty: 3097.708008
	Iteration 53Q: 3 clusters Score -1732752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1732751.375000 Penalty: 3097.708008
	Iteration 54Q: 3 clusters Score -1732751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1732752.000000 Penalty: 3097.708008
	Iteration 55Q: 3 clusters Score -1732752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1732752.000000 Penalty: 3097.708008
	Iteration 56F: 3 clusters Score -1732752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -108190.140625 Penalty: 1110.192505
	Iteration 0F: 2 clusters Score -108190.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -106827.617188 Penalty: 2220.385010
	Iteration 0F: 3 clusters Score -106827.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -107108.710938 Penalty: 2220.385010
	Iteration 1F: 3 clusters Score -107108.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107207.656250 Penalty: 2220.385010
	Iteration 2F: 3 clusters Score -107207.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107258.492188 Penalty: 2220.385010
	Iteration 3Q: 3 clusters Score -107258.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107310.812500 Penalty: 2220.385010
	Iteration 4Q: 3 clusters Score -107310.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -107353.421875 Penalty: 2220.385010
	Iteration 5Q: 3 clusters Score -107353.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107368.796875 Penalty: 2220.385010
	Iteration 6Q: 3 clusters Score -107368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107379.835938 Penalty: 2220.385010
	Iteration 7Q: 3 clusters Score -107379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107382.515625 Penalty: 2220.385010
	Iteration 8Q: 3 clusters Score -107382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107386.429688 Penalty: 2220.385010
	Iteration 9Q: 3 clusters Score -107386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107388.007812 Penalty: 2220.385010
	Iteration 10Q: 3 clusters Score -107388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107390.046875 Penalty: 2220.385010
	Iteration 11Q: 3 clusters Score -107390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107393.398438 Penalty: 2220.385010
	Iteration 12Q: 3 clusters Score -107393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107395.515625 Penalty: 2220.385010
	Iteration 13Q: 3 clusters Score -107395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107396.726562 Penalty: 2220.385010
	Iteration 14Q: 3 clusters Score -107396.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107396.726562 Penalty: 2220.385010
	Iteration 15F: 3 clusters Score -107396.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Entering Unmasked Estep 
Score: -2702845.250000 Penalty: 1616.430664
	Iteration 0F: 2 clusters Score -2702845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2688653.250000 Penalty: 3232.861328
	Iteration 0F: 3 clusters Score -2688653 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2693956.250000 Penalty: 3232.861328
	Iteration 1F: 3 clusters Score -2693956 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2694419.750000 Penalty: 3232.861328
	Iteration 2F: 3 clusters Score -2694420 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2694966.250000 Penalty: 3232.861328
	Iteration 3F: 3 clusters Score -2694966 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2695668.000000 Penalty: 3232.861328
	Iteration 4F: 3 clusters Score -2695668 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2696640.000000 Penalty: 3232.861328
	Iteration 5F: 3 clusters Score -2696640 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2697889.750000 Penalty: 3232.861328
	Iteration 6F: 3 clusters Score -2697890 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2699179.250000 Penalty: 3232.861328
	Iteration 7F: 3 clusters Score -2699179 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2700257.500000 Penalty: 3232.861328
	Iteration 8F: 3 clusters Score -2700258 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2700869.000000 Penalty: 3232.861328
	Iteration 9Q: 3 clusters Score -2700869 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2701222.250000 Penalty: 3232.861328
	Iteration 10Q: 3 clusters Score -2701222 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2701461.250000 Penalty: 3232.861328
	Iteration 11Q: 3 clusters Score -2701461 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2701597.250000 Penalty: 3232.861328
	Iteration 12Q: 3 clusters Score -2701597 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2701697.500000 Penalty: 3232.861328
	Iteration 13Q: 3 clusters Score -2701698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2701751.250000 Penalty: 3232.861328
	Iteration 14Q: 3 clusters Score -2701751 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2701785.500000 Penalty: 3232.861328
	Iteration 15Q: 3 clusters Score -2701786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2701801.750000 Penalty: 3232.861328
	Iteration 16Q: 3 clusters Score -2701802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2701818.500000 Penalty: 3232.861328
	Iteration 17Q: 3 clusters Score -2701818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2701826.500000 Penalty: 3232.861328
	Iteration 18Q: 3 clusters Score -2701826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2701835.250000 Penalty: 3232.861328
	Iteration 19Q: 3 clusters Score -2701835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2701841.000000 Penalty: 3232.861328
	Iteration 20F: 3 clusters Score -2701841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2701839.250000 Penalty: 3232.861328
	Iteration 21Q: 3 clusters Score -2701839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2701841.750000 Penalty: 3232.861328
	Iteration 22Q: 3 clusters Score -2701842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2701843.250000 Penalty: 3232.861328
	Iteration 23Q: 3 clusters Score -2701843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2701844.000000 Penalty: 3232.861328
	Iteration 24Q: 3 clusters Score -2701844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2701847.250000 Penalty: 3232.861328
	Iteration 25Q: 3 clusters Score -2701847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2701845.500000 Penalty: 3232.861328
	Iteration 26Q: 3 clusters Score -2701846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2701847.000000 Penalty: 3232.861328
	Iteration 27Q: 3 clusters Score -2701847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2701850.250000 Penalty: 3232.861328
	Iteration 28Q: 3 clusters Score -2701850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2701850.750000 Penalty: 3232.861328
	Iteration 29Q: 3 clusters Score -2701851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2701850.750000 Penalty: 3232.861328
	Iteration 30F: 3 clusters Score -2701851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -7587.351074 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -7587.351 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 112 members 
Entering Unmasked Estep 
Score: -6996.282715 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -6996.283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7096.537109 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -7096.537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7220.116699 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -7220.117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7243.990723 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -7243.991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7244.504395 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -7244.504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7245.608398 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -7245.608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7245.608398 Penalty: 1720.324097
	Iteration 6F: 3 clusters Score -7245.608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -443230.250000 Penalty: 1332.814453
	Iteration 0F: 2 clusters Score -443230.2 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 1794 members 
Entering Unmasked Estep 
Score: -440119.562500 Penalty: 2665.628906
	Iteration 0F: 3 clusters Score -440119.6 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -440900.500000 Penalty: 2665.628906
	Iteration 1F: 3 clusters Score -440900.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -441106.750000 Penalty: 2665.628906
	Iteration 2F: 3 clusters Score -441106.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -441261.843750 Penalty: 2665.628906
	Iteration 3F: 3 clusters Score -441261.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -441371.093750 Penalty: 2665.628906
	Iteration 4Q: 3 clusters Score -441371.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -441453.281250 Penalty: 2665.628906
	Iteration 5Q: 3 clusters Score -441453.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -441504.406250 Penalty: 2665.628906
	Iteration 6Q: 3 clusters Score -441504.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -441570.562500 Penalty: 2665.628906
	Iteration 7Q: 3 clusters Score -441570.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -441632.000000 Penalty: 2665.628906
	Iteration 8Q: 3 clusters Score -441632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -441687.281250 Penalty: 2665.628906
	Iteration 9Q: 3 clusters Score -441687.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -441762.375000 Penalty: 2665.628906
	Iteration 10Q: 3 clusters Score -441762.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -441851.906250 Penalty: 2665.628906
	Iteration 11Q: 3 clusters Score -441851.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -441937.062500 Penalty: 2665.628906
	Iteration 12Q: 3 clusters Score -441937.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -442030.031250 Penalty: 2665.628906
	Iteration 13Q: 3 clusters Score -442030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -442101.218750 Penalty: 2665.628906
	Iteration 14Q: 3 clusters Score -442101.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -442147.187500 Penalty: 2665.628906
	Iteration 15Q: 3 clusters Score -442147.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -442174.250000 Penalty: 2665.628906
	Iteration 16Q: 3 clusters Score -442174.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -442185.937500 Penalty: 2665.628906
	Iteration 17Q: 3 clusters Score -442185.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -442192.031250 Penalty: 2665.628906
	Iteration 18Q: 3 clusters Score -442192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -442200.218750 Penalty: 2665.628906
	Iteration 19Q: 3 clusters Score -442200.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -442206.343750 Penalty: 2665.628906
	Iteration 20F: 3 clusters Score -442206.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -442209.562500 Penalty: 2665.628906
	Iteration 21Q: 3 clusters Score -442209.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -442216.281250 Penalty: 2665.628906
	Iteration 22Q: 3 clusters Score -442216.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -442221.343750 Penalty: 2665.628906
	Iteration 23Q: 3 clusters Score -442221.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -442224.718750 Penalty: 2665.628906
	Iteration 24Q: 3 clusters Score -442224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -442229.218750 Penalty: 2665.628906
	Iteration 25Q: 3 clusters Score -442229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -442231.468750 Penalty: 2665.628906
	Iteration 26Q: 3 clusters Score -442231.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -442233.906250 Penalty: 2665.628906
	Iteration 27Q: 3 clusters Score -442233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -442234.250000 Penalty: 2665.628906
	Iteration 28Q: 3 clusters Score -442234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -442234.468750 Penalty: 2665.628906
	Iteration 29Q: 3 clusters Score -442234.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -442234.812500 Penalty: 2665.628906
	Iteration 30Q: 3 clusters Score -442234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -442234.812500 Penalty: 2665.628906
	Iteration 31F: 3 clusters Score -442234.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Entering Unmasked Estep 
Score: -564412.687500 Penalty: 1368.611206
	Iteration 0F: 2 clusters Score -564412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -560691.125000 Penalty: 2737.222412
	Iteration 0F: 3 clusters Score -560691.1 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -561679.187500 Penalty: 2737.222412
	Iteration 1F: 3 clusters Score -561679.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -561814.625000 Penalty: 2737.222412
	Iteration 2F: 3 clusters Score -561814.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -561915.187500 Penalty: 2737.222412
	Iteration 3Q: 3 clusters Score -561915.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -562015.500000 Penalty: 2737.222412
	Iteration 4Q: 3 clusters Score -562015.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -562097.875000 Penalty: 2737.222412
	Iteration 5Q: 3 clusters Score -562097.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -562174.500000 Penalty: 2737.222412
	Iteration 6Q: 3 clusters Score -562174.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -562237.937500 Penalty: 2737.222412
	Iteration 7Q: 3 clusters Score -562237.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -562291.687500 Penalty: 2737.222412
	Iteration 8Q: 3 clusters Score -562291.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -562341.750000 Penalty: 2737.222412
	Iteration 9Q: 3 clusters Score -562341.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -562401.750000 Penalty: 2737.222412
	Iteration 10Q: 3 clusters Score -562401.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -562465.062500 Penalty: 2737.222412
	Iteration 11Q: 3 clusters Score -562465.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -562522.875000 Penalty: 2737.222412
	Iteration 12Q: 3 clusters Score -562522.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -562598.062500 Penalty: 2737.222412
	Iteration 13Q: 3 clusters Score -562598.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -562696.375000 Penalty: 2737.222412
	Iteration 14Q: 3 clusters Score -562696.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -562793.875000 Penalty: 2737.222412
	Iteration 15Q: 3 clusters Score -562793.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -562871.812500 Penalty: 2737.222412
	Iteration 16Q: 3 clusters Score -562871.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -562948.437500 Penalty: 2737.222412
	Iteration 17Q: 3 clusters Score -562948.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -563026.062500 Penalty: 2737.222412
	Iteration 18Q: 3 clusters Score -563026.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -563079.125000 Penalty: 2737.222412
	Iteration 19Q: 3 clusters Score -563079.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -563115.562500 Penalty: 2737.222412
	Iteration 20F: 3 clusters Score -563115.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -563142.125000 Penalty: 2737.222412
	Iteration 21Q: 3 clusters Score -563142.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -563166.375000 Penalty: 2737.222412
	Iteration 22Q: 3 clusters Score -563166.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -563189.125000 Penalty: 2737.222412
	Iteration 23Q: 3 clusters Score -563189.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -563208.687500 Penalty: 2737.222412
	Iteration 24Q: 3 clusters Score -563208.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -563220.562500 Penalty: 2737.222412
	Iteration 25Q: 3 clusters Score -563220.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -563228.375000 Penalty: 2737.222412
	Iteration 26Q: 3 clusters Score -563228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -563237.125000 Penalty: 2737.222412
	Iteration 27Q: 3 clusters Score -563237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -563248.125000 Penalty: 2737.222412
	Iteration 28Q: 3 clusters Score -563248.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -563254.562500 Penalty: 2737.222412
	Iteration 29Q: 3 clusters Score -563254.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -563262.250000 Penalty: 2737.222412
	Iteration 30Q: 3 clusters Score -563262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -563264.375000 Penalty: 2737.222412
	Iteration 31Q: 3 clusters Score -563264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -563266.000000 Penalty: 2737.222412
	Iteration 32Q: 3 clusters Score -563266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -563266.312500 Penalty: 2737.222412
	Iteration 33Q: 3 clusters Score -563266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -563266.312500 Penalty: 2737.222412
	Iteration 34F: 3 clusters Score -563266.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -243074.593750 Penalty: 1233.020264
	Iteration 0F: 2 clusters Score -243074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -241024.750000 Penalty: 2466.040527
	Iteration 0F: 3 clusters Score -241024.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -241452.750000 Penalty: 2466.040527
	Iteration 1F: 3 clusters Score -241452.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -241605.265625 Penalty: 2466.040527
	Iteration 2F: 3 clusters Score -241605.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -241741.734375 Penalty: 2466.040527
	Iteration 3F: 3 clusters Score -241741.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -241858.015625 Penalty: 2466.040527
	Iteration 4F: 3 clusters Score -241858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -241983.265625 Penalty: 2466.040527
	Iteration 5F: 3 clusters Score -241983.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -242063.875000 Penalty: 2466.040527
	Iteration 6F: 3 clusters Score -242063.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -242122.109375 Penalty: 2466.040527
	Iteration 7Q: 3 clusters Score -242122.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -242176.984375 Penalty: 2466.040527
	Iteration 8Q: 3 clusters Score -242177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -242221.656250 Penalty: 2466.040527
	Iteration 9Q: 3 clusters Score -242221.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -242255.609375 Penalty: 2466.040527
	Iteration 10Q: 3 clusters Score -242255.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -242274.390625 Penalty: 2466.040527
	Iteration 11Q: 3 clusters Score -242274.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -242286.656250 Penalty: 2466.040527
	Iteration 12Q: 3 clusters Score -242286.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -242301.531250 Penalty: 2466.040527
	Iteration 13Q: 3 clusters Score -242301.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -242311.093750 Penalty: 2466.040527
	Iteration 14Q: 3 clusters Score -242311.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -242318.906250 Penalty: 2466.040527
	Iteration 15Q: 3 clusters Score -242318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -242324.328125 Penalty: 2466.040527
	Iteration 16Q: 3 clusters Score -242324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -242329.937500 Penalty: 2466.040527
	Iteration 17Q: 3 clusters Score -242329.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -242333.921875 Penalty: 2466.040527
	Iteration 18Q: 3 clusters Score -242333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -242335.812500 Penalty: 2466.040527
	Iteration 19Q: 3 clusters Score -242335.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -242335.812500 Penalty: 2466.040527
	Iteration 20F: 3 clusters Score -242335.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (98005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Entering Unmasked Estep 
Score: -12586277.000000 Penalty: 1867.575806
	Iteration 0F: 2 clusters Score -1.258628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -12523763.000000 Penalty: 3735.151611
	Iteration 0F: 3 clusters Score -1.252376e+07 nChanged 46854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -12551326.000000 Penalty: 3735.151611
	Iteration 1F: 3 clusters Score -1.255133e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -12552511.000000 Penalty: 3735.151611
	Iteration 2Q: 3 clusters Score -1.255251e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -12554525.000000 Penalty: 3735.151611
	Iteration 3Q: 3 clusters Score -1.255452e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -12558255.000000 Penalty: 3735.151611
	Iteration 4F: 3 clusters Score -1.255826e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -12564688.000000 Penalty: 3735.151611
	Iteration 5F: 3 clusters Score -1.256469e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -12572808.000000 Penalty: 3735.151611
	Iteration 6F: 3 clusters Score -1.257281e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -12579618.000000 Penalty: 3735.151611
	Iteration 7F: 3 clusters Score -1.257962e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -12583048.000000 Penalty: 3735.151611
	Iteration 8Q: 3 clusters Score -1.258305e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97213 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12584094.000000 Penalty: 3735.151611
	Iteration 9Q: 3 clusters Score -1.258409e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12584358.000000 Penalty: 3735.151611
	Iteration 10Q: 3 clusters Score -1.258436e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97747 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12584521.000000 Penalty: 3735.151611
	Iteration 11Q: 3 clusters Score -1.258452e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12584585.000000 Penalty: 3735.151611
	Iteration 12Q: 3 clusters Score -1.258458e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12584640.000000 Penalty: 3735.151611
	Iteration 13Q: 3 clusters Score -1.258464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12584670.000000 Penalty: 3735.151611
	Iteration 14Q: 3 clusters Score -1.258467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12584682.000000 Penalty: 3735.151611
	Iteration 15Q: 3 clusters Score -1.258468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12584676.000000 Penalty: 3735.151611
	Iteration 16Q: 3 clusters Score -1.258468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12584675.000000 Penalty: 3735.151611
	Iteration 17Q: 3 clusters Score -1.258468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12584680.000000 Penalty: 3735.151611
	Iteration 18Q: 3 clusters Score -1.258468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12584680.000000 Penalty: 3735.151611
	Iteration 19F: 3 clusters Score -1.258468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -31102.474609 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -31102.47 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 173 members 
Entering Unmasked Estep 
Score: -30257.472656 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -30257.47 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30462.576172 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -30462.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30529.109375 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -30529.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30566.595703 Penalty: 1896.313477
	Iteration 3Q: 3 clusters Score -30566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30588.597656 Penalty: 1896.313477
	Iteration 4Q: 3 clusters Score -30588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30599.621094 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -30599.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30626.109375 Penalty: 1896.313477
	Iteration 6Q: 3 clusters Score -30626.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30637.896484 Penalty: 1896.313477
	Iteration 7Q: 3 clusters Score -30637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30643.746094 Penalty: 1896.313477
	Iteration 8Q: 3 clusters Score -30643.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30647.888672 Penalty: 1896.313477
	Iteration 9Q: 3 clusters Score -30647.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30648.597656 Penalty: 1896.313477
	Iteration 10Q: 3 clusters Score -30648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30648.597656 Penalty: 1896.313477
	Iteration 11F: 3 clusters Score -30648.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Entering Unmasked Estep 
Score: -7354985.000000 Penalty: 1779.930176
	Iteration 0F: 2 clusters Score -7354985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -7317256.500000 Penalty: 3559.860352
	Iteration 0F: 3 clusters Score -7317256 nChanged 26717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -7332861.000000 Penalty: 3559.860352
	Iteration 1F: 3 clusters Score -7332861 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -7333961.000000 Penalty: 3559.860352
	Iteration 2Q: 3 clusters Score -7333961 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -7335515.500000 Penalty: 3559.860352
	Iteration 3F: 3 clusters Score -7335516 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -7337818.500000 Penalty: 3559.860352
	Iteration 4F: 3 clusters Score -7337818 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -7340770.500000 Penalty: 3559.860352
	Iteration 5F: 3 clusters Score -7340770 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -7344147.000000 Penalty: 3559.860352
	Iteration 6F: 3 clusters Score -7344147 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -7347402.000000 Penalty: 3559.860352
	Iteration 7F: 3 clusters Score -7347402 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -7349839.000000 Penalty: 3559.860352
	Iteration 8Q: 3 clusters Score -7349839 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -7351278.500000 Penalty: 3559.860352
	Iteration 9Q: 3 clusters Score -7351278 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -7352065.500000 Penalty: 3559.860352
	Iteration 10Q: 3 clusters Score -7352066 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -7352515.500000 Penalty: 3559.860352
	Iteration 11Q: 3 clusters Score -7352516 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -7352878.500000 Penalty: 3559.860352
	Iteration 12Q: 3 clusters Score -7352878 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -7353136.500000 Penalty: 3559.860352
	Iteration 13Q: 3 clusters Score -7353136 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -7353321.500000 Penalty: 3559.860352
	Iteration 14Q: 3 clusters Score -7353322 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -7353463.000000 Penalty: 3559.860352
	Iteration 15Q: 3 clusters Score -7353463 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -7353577.000000 Penalty: 3559.860352
	Iteration 16Q: 3 clusters Score -7353577 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -7353630.000000 Penalty: 3559.860352
	Iteration 17Q: 3 clusters Score -7353630 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -7353721.000000 Penalty: 3559.860352
	Iteration 18Q: 3 clusters Score -7353721 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -7353765.000000 Penalty: 3559.860352
	Iteration 19Q: 3 clusters Score -7353765 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -7353800.500000 Penalty: 3559.860352
	Iteration 20F: 3 clusters Score -7353800 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -7353828.500000 Penalty: 3559.860352
	Iteration 21Q: 3 clusters Score -7353828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -7353827.500000 Penalty: 3559.860352
	Iteration 22Q: 3 clusters Score -7353828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -7353841.000000 Penalty: 3559.860352
	Iteration 23Q: 3 clusters Score -7353841 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -7353837.500000 Penalty: 3559.860352
	Iteration 24Q: 3 clusters Score -7353838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -7353828.500000 Penalty: 3559.860352
	Iteration 25Q: 3 clusters Score -7353828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7353840.000000 Penalty: 3559.860352
	Iteration 26Q: 3 clusters Score -7353840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -7353828.000000 Penalty: 3559.860352
	Iteration 27Q: 3 clusters Score -7353828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -7353835.000000 Penalty: 3559.860352
	Iteration 28Q: 3 clusters Score -7353835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -7353824.500000 Penalty: 3559.860352
	Iteration 29Q: 3 clusters Score -7353824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -7353832.500000 Penalty: 3559.860352
	Iteration 30Q: 3 clusters Score -7353832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -7353829.500000 Penalty: 3559.860352
	Iteration 31Q: 3 clusters Score -7353830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -7353828.500000 Penalty: 3559.860352
	Iteration 32Q: 3 clusters Score -7353828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -7353825.500000 Penalty: 3559.860352
	Iteration 33Q: 3 clusters Score -7353826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -7353837.500000 Penalty: 3559.860352
	Iteration 34Q: 3 clusters Score -7353838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -7353823.500000 Penalty: 3559.860352
	Iteration 35Q: 3 clusters Score -7353824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -7353824.500000 Penalty: 3559.860352
	Iteration 36Q: 3 clusters Score -7353824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -7353828.000000 Penalty: 3559.860352
	Iteration 37Q: 3 clusters Score -7353828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -7353832.500000 Penalty: 3559.860352
	Iteration 38Q: 3 clusters Score -7353832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -7353835.000000 Penalty: 3559.860352
	Iteration 39Q: 3 clusters Score -7353835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -7353830.500000 Penalty: 3559.860352
	Iteration 40F: 3 clusters Score -7353830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -7353833.500000 Penalty: 3559.860352
	Iteration 41Q: 3 clusters Score -7353834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -7353835.500000 Penalty: 3559.860352
	Iteration 42Q: 3 clusters Score -7353836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -7353833.500000 Penalty: 3559.860352
	Iteration 43Q: 3 clusters Score -7353834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -7353829.500000 Penalty: 3559.860352
	Iteration 44Q: 3 clusters Score -7353830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -7353836.000000 Penalty: 3559.860352
	Iteration 45Q: 3 clusters Score -7353836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -7353830.500000 Penalty: 3559.860352
	Iteration 46Q: 3 clusters Score -7353830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -7353830.500000 Penalty: 3559.860352
	Iteration 47F: 3 clusters Score -7353830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Entering Unmasked Estep 
Score: -9827316.000000 Penalty: 1826.668701
	Iteration 0F: 2 clusters Score -9827316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -9777344.000000 Penalty: 3653.337402
	Iteration 0F: 3 clusters Score -9777344 nChanged 36061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9798030.000000 Penalty: 3653.337402
	Iteration 1F: 3 clusters Score -9798030 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -9798725.000000 Penalty: 3653.337402
	Iteration 2Q: 3 clusters Score -9798725 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -9799579.000000 Penalty: 3653.337402
	Iteration 3Q: 3 clusters Score -9799579 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -9800616.000000 Penalty: 3653.337402
	Iteration 4Q: 3 clusters Score -9800616 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -9802147.000000 Penalty: 3653.337402
	Iteration 5Q: 3 clusters Score -9802147 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -9804182.000000 Penalty: 3653.337402
	Iteration 6F: 3 clusters Score -9804182 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -9806826.000000 Penalty: 3653.337402
	Iteration 7F: 3 clusters Score -9806826 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -9809877.000000 Penalty: 3653.337402
	Iteration 8F: 3 clusters Score -9809877 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -9812721.000000 Penalty: 3653.337402
	Iteration 9F: 3 clusters Score -9812721 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -9814944.000000 Penalty: 3653.337402
	Iteration 10F: 3 clusters Score -9814944 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -9816448.000000 Penalty: 3653.337402
	Iteration 11Q: 3 clusters Score -9816448 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -9817295.000000 Penalty: 3653.337402
	Iteration 12Q: 3 clusters Score -9817295 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -9817862.000000 Penalty: 3653.337402
	Iteration 13Q: 3 clusters Score -9817862 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -9818345.000000 Penalty: 3653.337402
	Iteration 14Q: 3 clusters Score -9818345 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -9818606.000000 Penalty: 3653.337402
	Iteration 15Q: 3 clusters Score -9818606 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -9818993.000000 Penalty: 3653.337402
	Iteration 16Q: 3 clusters Score -9818993 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -9819349.000000 Penalty: 3653.337402
	Iteration 17Q: 3 clusters Score -9819349 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 62777 members 
Entering Unmasked Estep 
Score: -9819688.000000 Penalty: 3653.337402
	Iteration 18Q: 3 clusters Score -9819688 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -9820032.000000 Penalty: 3653.337402
	Iteration 19Q: 3 clusters Score -9820032 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -9820421.000000 Penalty: 3653.337402
	Iteration 20F: 3 clusters Score -9820421 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -9820733.000000 Penalty: 3653.337402
	Iteration 21Q: 3 clusters Score -9820733 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -9821176.000000 Penalty: 3653.337402
	Iteration 22Q: 3 clusters Score -9821176 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -9821552.000000 Penalty: 3653.337402
	Iteration 23Q: 3 clusters Score -9821552 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -9821966.000000 Penalty: 3653.337402
	Iteration 24Q: 3 clusters Score -9821966 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -9822288.000000 Penalty: 3653.337402
	Iteration 25Q: 3 clusters Score -9822288 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -9822598.000000 Penalty: 3653.337402
	Iteration 26Q: 3 clusters Score -9822598 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -9822918.000000 Penalty: 3653.337402
	Iteration 27Q: 3 clusters Score -9822918 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -9823276.000000 Penalty: 3653.337402
	Iteration 28Q: 3 clusters Score -9823276 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -9823624.000000 Penalty: 3653.337402
	Iteration 29Q: 3 clusters Score -9823624 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -9823978.000000 Penalty: 3653.337402
	Iteration 30Q: 3 clusters Score -9823978 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -9824253.000000 Penalty: 3653.337402
	Iteration 31Q: 3 clusters Score -9824253 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -9824509.000000 Penalty: 3653.337402
	Iteration 32Q: 3 clusters Score -9824509 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -9824709.000000 Penalty: 3653.337402
	Iteration 33Q: 3 clusters Score -9824709 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -9824912.000000 Penalty: 3653.337402
	Iteration 34Q: 3 clusters Score -9824912 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -9825070.000000 Penalty: 3653.337402
	Iteration 35Q: 3 clusters Score -9825070 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -9825199.000000 Penalty: 3653.337402
	Iteration 36Q: 3 clusters Score -9825199 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -9825296.000000 Penalty: 3653.337402
	Iteration 37Q: 3 clusters Score -9825296 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
Score: -9825402.000000 Penalty: 3653.337402
	Iteration 38Q: 3 clusters Score -9825402 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -9825470.000000 Penalty: 3653.337402
	Iteration 39Q: 3 clusters Score -9825470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -9825521.000000 Penalty: 3653.337402
	Iteration 40F: 3 clusters Score -9825521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -9825540.000000 Penalty: 3653.337402
	Iteration 41Q: 3 clusters Score -9825540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -9825573.000000 Penalty: 3653.337402
	Iteration 42Q: 3 clusters Score -9825573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -9825618.000000 Penalty: 3653.337402
	Iteration 43Q: 3 clusters Score -9825618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -9825631.000000 Penalty: 3653.337402
	Iteration 44Q: 3 clusters Score -9825631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -9825648.000000 Penalty: 3653.337402
	Iteration 45Q: 3 clusters Score -9825648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -9825655.000000 Penalty: 3653.337402
	Iteration 46Q: 3 clusters Score -9825655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -9825676.000000 Penalty: 3653.337402
	Iteration 47Q: 3 clusters Score -9825676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -9825682.000000 Penalty: 3653.337402
	Iteration 48Q: 3 clusters Score -9825682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -9825688.000000 Penalty: 3653.337402
	Iteration 49Q: 3 clusters Score -9825688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -9825706.000000 Penalty: 3653.337402
	Iteration 50Q: 3 clusters Score -9825706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -9825704.000000 Penalty: 3653.337402
	Iteration 51Q: 3 clusters Score -9825704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -9825705.000000 Penalty: 3653.337402
	Iteration 52Q: 3 clusters Score -9825705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -9825712.000000 Penalty: 3653.337402
	Iteration 53Q: 3 clusters Score -9825712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -9825720.000000 Penalty: 3653.337402
	Iteration 54Q: 3 clusters Score -9825720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -9825726.000000 Penalty: 3653.337402
	Iteration 55Q: 3 clusters Score -9825726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -9825746.000000 Penalty: 3653.337402
	Iteration 56Q: 3 clusters Score -9825746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -9825740.000000 Penalty: 3653.337402
	Iteration 57Q: 3 clusters Score -9825740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -9825746.000000 Penalty: 3653.337402
	Iteration 58Q: 3 clusters Score -9825746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -9825756.000000 Penalty: 3653.337402
	Iteration 59Q: 3 clusters Score -9825756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -9825763.000000 Penalty: 3653.337402
	Iteration 60F: 3 clusters Score -9825763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -9825772.000000 Penalty: 3653.337402
	Iteration 61Q: 3 clusters Score -9825772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -9825780.000000 Penalty: 3653.337402
	Iteration 62Q: 3 clusters Score -9825780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -9825769.000000 Penalty: 3653.337402
	Iteration 63Q: 3 clusters Score -9825769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -9825782.000000 Penalty: 3653.337402
	Iteration 64Q: 3 clusters Score -9825782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 75651 members 
Entering Unmasked Estep 
Score: -9825786.000000 Penalty: 3653.337402
	Iteration 65Q: 3 clusters Score -9825786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -9825779.000000 Penalty: 3653.337402
	Iteration 66Q: 3 clusters Score -9825779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -9825790.000000 Penalty: 3653.337402
	Iteration 67Q: 3 clusters Score -9825790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -9825797.000000 Penalty: 3653.337402
	Iteration 68Q: 3 clusters Score -9825797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -9825790.000000 Penalty: 3653.337402
	Iteration 69Q: 3 clusters Score -9825790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -9825790.000000 Penalty: 3653.337402
	Iteration 70F: 3 clusters Score -9825790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Entering Unmasked Estep 
Score: -1426073.250000 Penalty: 1514.718628
	Iteration 0F: 2 clusters Score -1426073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1418048.125000 Penalty: 3029.437256
	Iteration 0F: 3 clusters Score -1418048 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1420654.250000 Penalty: 3029.437256
	Iteration 1F: 3 clusters Score -1420654 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1420898.250000 Penalty: 3029.437256
	Iteration 2F: 3 clusters Score -1420898 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1421133.500000 Penalty: 3029.437256
	Iteration 3F: 3 clusters Score -1421134 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1421369.125000 Penalty: 3029.437256
	Iteration 4Q: 3 clusters Score -1421369 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1421669.250000 Penalty: 3029.437256
	Iteration 5F: 3 clusters Score -1421669 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1422067.250000 Penalty: 3029.437256
	Iteration 6F: 3 clusters Score -1422067 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1422552.750000 Penalty: 3029.437256
	Iteration 7F: 3 clusters Score -1422553 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1423108.000000 Penalty: 3029.437256
	Iteration 8F: 3 clusters Score -1423108 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1423672.125000 Penalty: 3029.437256
	Iteration 9F: 3 clusters Score -1423672 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1424105.500000 Penalty: 3029.437256
	Iteration 10Q: 3 clusters Score -1424106 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1424360.500000 Penalty: 3029.437256
	Iteration 11Q: 3 clusters Score -1424360 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1424485.250000 Penalty: 3029.437256
	Iteration 12Q: 3 clusters Score -1424485 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1424572.750000 Penalty: 3029.437256
	Iteration 13Q: 3 clusters Score -1424573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1424634.000000 Penalty: 3029.437256
	Iteration 14Q: 3 clusters Score -1424634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1424672.625000 Penalty: 3029.437256
	Iteration 15Q: 3 clusters Score -1424673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1424702.500000 Penalty: 3029.437256
	Iteration 16Q: 3 clusters Score -1424702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1424725.750000 Penalty: 3029.437256
	Iteration 17Q: 3 clusters Score -1424726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1424734.500000 Penalty: 3029.437256
	Iteration 18Q: 3 clusters Score -1424734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1424741.500000 Penalty: 3029.437256
	Iteration 19Q: 3 clusters Score -1424742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1424748.750000 Penalty: 3029.437256
	Iteration 20F: 3 clusters Score -1424749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1424758.875000 Penalty: 3029.437256
	Iteration 21Q: 3 clusters Score -1424759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1424764.000000 Penalty: 3029.437256
	Iteration 22Q: 3 clusters Score -1424764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1424772.375000 Penalty: 3029.437256
	Iteration 23Q: 3 clusters Score -1424772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1424772.375000 Penalty: 3029.437256
	Iteration 24F: 3 clusters Score -1424772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -15923.520508 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -15923.52 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 131 members 
Entering Unmasked Estep 
Score: -15340.172852 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -15340.17 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15747.069336 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -15747.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15942.987305 Penalty: 1797.064453
	Iteration 2F: 3 clusters Score -15942.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16009.351562 Penalty: 1797.064453
	Iteration 3Q: 3 clusters Score -16009.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16044.352539 Penalty: 1797.064453
	Iteration 4Q: 3 clusters Score -16044.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16045.098633 Penalty: 1797.064453
	Iteration 5Q: 3 clusters Score -16045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16045.098633 Penalty: 1797.064453
	Iteration 6F: 3 clusters Score -16045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 98005 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 10 contains 155 members 
Mstep: Class 11 contains 57149 members 
Mstep: Class 12 contains 76194 members 
Mstep: Class 13 contains 11174 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 40376 members 
Mstep: Class 16 contains 23178 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 83146 members 
Mstep: Class 23 contains 100622 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
Score: -69532392.000000 Penalty: 47263.542969
Splitting cluster 14 changes total score from -69533528.000000 to -69532392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (40376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Entering Unmasked Estep 
Score: -5206036.500000 Penalty: 1723.473389
	Iteration 0F: 2 clusters Score -5206036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5179036.500000 Penalty: 3446.946777
	Iteration 0F: 3 clusters Score -5179036 nChanged 18826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -5189611.000000 Penalty: 3446.946777
	Iteration 1F: 3 clusters Score -5189611 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -5190329.000000 Penalty: 3446.946777
	Iteration 2Q: 3 clusters Score -5190329 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -5191370.500000 Penalty: 3446.946777
	Iteration 3F: 3 clusters Score -5191370 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -5192974.500000 Penalty: 3446.946777
	Iteration 4F: 3 clusters Score -5192974 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5195091.000000 Penalty: 3446.946777
	Iteration 5F: 3 clusters Score -5195091 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -5197619.500000 Penalty: 3446.946777
	Iteration 6F: 3 clusters Score -5197620 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -5199839.500000 Penalty: 3446.946777
	Iteration 7F: 3 clusters Score -5199840 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -5201409.500000 Penalty: 3446.946777
	Iteration 8F: 3 clusters Score -5201410 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -5202465.000000 Penalty: 3446.946777
	Iteration 9Q: 3 clusters Score -5202465 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -5203253.500000 Penalty: 3446.946777
	Iteration 10Q: 3 clusters Score -5203254 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5203800.000000 Penalty: 3446.946777
	Iteration 11Q: 3 clusters Score -5203800 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5204147.000000 Penalty: 3446.946777
	Iteration 12Q: 3 clusters Score -5204147 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5204349.500000 Penalty: 3446.946777
	Iteration 13Q: 3 clusters Score -5204350 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5204468.500000 Penalty: 3446.946777
	Iteration 14Q: 3 clusters Score -5204468 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5204560.000000 Penalty: 3446.946777
	Iteration 15Q: 3 clusters Score -5204560 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5204612.500000 Penalty: 3446.946777
	Iteration 16Q: 3 clusters Score -5204612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5204651.500000 Penalty: 3446.946777
	Iteration 17Q: 3 clusters Score -5204652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5204694.500000 Penalty: 3446.946777
	Iteration 18Q: 3 clusters Score -5204694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5204716.000000 Penalty: 3446.946777
	Iteration 19Q: 3 clusters Score -5204716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5204730.500000 Penalty: 3446.946777
	Iteration 20F: 3 clusters Score -5204730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5204749.500000 Penalty: 3446.946777
	Iteration 21Q: 3 clusters Score -5204750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5204768.000000 Penalty: 3446.946777
	Iteration 22Q: 3 clusters Score -5204768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5204766.000000 Penalty: 3446.946777
	Iteration 23Q: 3 clusters Score -5204766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5204764.500000 Penalty: 3446.946777
	Iteration 24Q: 3 clusters Score -5204764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5204768.000000 Penalty: 3446.946777
	Iteration 25Q: 3 clusters Score -5204768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5204775.000000 Penalty: 3446.946777
	Iteration 26Q: 3 clusters Score -5204775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5204783.500000 Penalty: 3446.946777
	Iteration 27Q: 3 clusters Score -5204784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5204783.500000 Penalty: 3446.946777
	Iteration 28Q: 3 clusters Score -5204784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5204779.000000 Penalty: 3446.946777
	Iteration 29Q: 3 clusters Score -5204779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5204783.000000 Penalty: 3446.946777
	Iteration 30Q: 3 clusters Score -5204783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5204788.000000 Penalty: 3446.946777
	Iteration 31Q: 3 clusters Score -5204788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5204793.500000 Penalty: 3446.946777
	Iteration 32Q: 3 clusters Score -5204794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5204794.000000 Penalty: 3446.946777
	Iteration 33Q: 3 clusters Score -5204794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5204800.000000 Penalty: 3446.946777
	Iteration 34Q: 3 clusters Score -5204800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5204801.000000 Penalty: 3446.946777
	Iteration 35Q: 3 clusters Score -5204801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5204802.000000 Penalty: 3446.946777
	Iteration 36Q: 3 clusters Score -5204802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5204798.500000 Penalty: 3446.946777
	Iteration 37Q: 3 clusters Score -5204798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5204798.000000 Penalty: 3446.946777
	Iteration 38Q: 3 clusters Score -5204798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5204796.500000 Penalty: 3446.946777
	Iteration 39Q: 3 clusters Score -5204796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5204794.000000 Penalty: 3446.946777
	Iteration 40F: 3 clusters Score -5204794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5204795.500000 Penalty: 3446.946777
	Iteration 41Q: 3 clusters Score -5204796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5204798.000000 Penalty: 3446.946777
	Iteration 42Q: 3 clusters Score -5204798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5204797.500000 Penalty: 3446.946777
	Iteration 43Q: 3 clusters Score -5204798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5204797.500000 Penalty: 3446.946777
	Iteration 44F: 3 clusters Score -5204798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Entering Unmasked Estep 
Score: -2998003.750000 Penalty: 1633.280762
	Iteration 0F: 2 clusters Score -2998004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2982381.500000 Penalty: 3266.561523
	Iteration 0F: 3 clusters Score -2982382 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2988145.250000 Penalty: 3266.561523
	Iteration 1F: 3 clusters Score -2988145 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2988615.500000 Penalty: 3266.561523
	Iteration 2F: 3 clusters Score -2988616 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2989196.000000 Penalty: 3266.561523
	Iteration 3F: 3 clusters Score -2989196 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2989968.250000 Penalty: 3266.561523
	Iteration 4F: 3 clusters Score -2989968 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2991081.500000 Penalty: 3266.561523
	Iteration 5F: 3 clusters Score -2991082 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2992581.000000 Penalty: 3266.561523
	Iteration 6F: 3 clusters Score -2992581 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2994207.750000 Penalty: 3266.561523
	Iteration 7F: 3 clusters Score -2994208 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2995357.750000 Penalty: 3266.561523
	Iteration 8F: 3 clusters Score -2995358 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2996019.750000 Penalty: 3266.561523
	Iteration 9Q: 3 clusters Score -2996020 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2996358.250000 Penalty: 3266.561523
	Iteration 10Q: 3 clusters Score -2996358 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2996515.250000 Penalty: 3266.561523
	Iteration 11Q: 3 clusters Score -2996515 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2996591.750000 Penalty: 3266.561523
	Iteration 12Q: 3 clusters Score -2996592 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2996648.250000 Penalty: 3266.561523
	Iteration 13Q: 3 clusters Score -2996648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2996691.250000 Penalty: 3266.561523
	Iteration 14Q: 3 clusters Score -2996691 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2996706.750000 Penalty: 3266.561523
	Iteration 15Q: 3 clusters Score -2996707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2996724.500000 Penalty: 3266.561523
	Iteration 16Q: 3 clusters Score -2996724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2996741.250000 Penalty: 3266.561523
	Iteration 17Q: 3 clusters Score -2996741 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2996758.750000 Penalty: 3266.561523
	Iteration 18Q: 3 clusters Score -2996759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2996766.500000 Penalty: 3266.561523
	Iteration 19Q: 3 clusters Score -2996766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2996775.750000 Penalty: 3266.561523
	Iteration 20F: 3 clusters Score -2996776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2996781.500000 Penalty: 3266.561523
	Iteration 21Q: 3 clusters Score -2996782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2996788.250000 Penalty: 3266.561523
	Iteration 22Q: 3 clusters Score -2996788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2996800.750000 Penalty: 3266.561523
	Iteration 23Q: 3 clusters Score -2996801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2996805.750000 Penalty: 3266.561523
	Iteration 24Q: 3 clusters Score -2996806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2996811.000000 Penalty: 3266.561523
	Iteration 25Q: 3 clusters Score -2996811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2996808.250000 Penalty: 3266.561523
	Iteration 26Q: 3 clusters Score -2996808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2996807.750000 Penalty: 3266.561523
	Iteration 27Q: 3 clusters Score -2996808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2996817.000000 Penalty: 3266.561523
	Iteration 28Q: 3 clusters Score -2996817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2996818.250000 Penalty: 3266.561523
	Iteration 29Q: 3 clusters Score -2996818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2996820.000000 Penalty: 3266.561523
	Iteration 30Q: 3 clusters Score -2996820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2996823.500000 Penalty: 3266.561523
	Iteration 31Q: 3 clusters Score -2996824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2996824.000000 Penalty: 3266.561523
	Iteration 32Q: 3 clusters Score -2996824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2996828.000000 Penalty: 3266.561523
	Iteration 33Q: 3 clusters Score -2996828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2996832.500000 Penalty: 3266.561523
	Iteration 34Q: 3 clusters Score -2996832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2996837.500000 Penalty: 3266.561523
	Iteration 35Q: 3 clusters Score -2996838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2996840.250000 Penalty: 3266.561523
	Iteration 36Q: 3 clusters Score -2996840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2996842.750000 Penalty: 3266.561523
	Iteration 37Q: 3 clusters Score -2996843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2996847.000000 Penalty: 3266.561523
	Iteration 38Q: 3 clusters Score -2996847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2996850.500000 Penalty: 3266.561523
	Iteration 39Q: 3 clusters Score -2996850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2996846.500000 Penalty: 3266.561523
	Iteration 40F: 3 clusters Score -2996846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2996852.750000 Penalty: 3266.561523
	Iteration 41Q: 3 clusters Score -2996853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2996857.000000 Penalty: 3266.561523
	Iteration 42Q: 3 clusters Score -2996857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2996853.250000 Penalty: 3266.561523
	Iteration 43Q: 3 clusters Score -2996853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2996854.500000 Penalty: 3266.561523
	Iteration 44Q: 3 clusters Score -2996854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2996855.750000 Penalty: 3266.561523
	Iteration 45Q: 3 clusters Score -2996856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2996855.750000 Penalty: 3266.561523
	Iteration 46F: 3 clusters Score -2996856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -18831.861328 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18831.86 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 90 members 
Entering Unmasked Estep 
Score: -18244.437500 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -18244.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18386.349609 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -18386.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18411.416016 Penalty: 1737.809937
	Iteration 2Q: 3 clusters Score -18411.42 nChanged 8
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: -18432.658203 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18432.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18445.658203 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18445.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18454.619141 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -18454.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18469.869141 Penalty: 1737.809937
	Iteration 6Q: 3 clusters Score -18469.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18472.945312 Penalty: 1737.809937
	Iteration 7Q: 3 clusters Score -18472.95 nChanged 1
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: -18473.417969 Penalty: 1737.809937
	Iteration 8Q: 3 clusters Score -18473.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18475.269531 Penalty: 1737.809937
	Iteration 9Q: 3 clusters Score -18475.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18497.611328 Penalty: 1737.809937
	Iteration 10Q: 3 clusters Score -18497.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18502.550781 Penalty: 1737.809937
	Iteration 11Q: 3 clusters Score -18502.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18508.298828 Penalty: 1737.809937
	Iteration 12Q: 3 clusters Score -18508.3 nChanged 1
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: -18510.603516 Penalty: 1737.809937
	Iteration 13Q: 3 clusters Score -18510.6 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: -18515.628906 Penalty: 1737.809937
	Iteration 14Q: 3 clusters Score -18515.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18551.277344 Penalty: 1737.809937
	Iteration 15Q: 3 clusters Score -18551.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18551.958984 Penalty: 1737.809937
	Iteration 16Q: 3 clusters Score -18551.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18551.958984 Penalty: 1737.809937
	Iteration 17F: 3 clusters Score -18551.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -28973.824219 Penalty: 907.927917
	Iteration 0F: 2 clusters Score -28973.82 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 141 members 
Entering Unmasked Estep 
Score: -28185.263672 Penalty: 1815.855835
	Iteration 0F: 3 clusters Score -28185.26 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28330.712891 Penalty: 1815.855835
	Iteration 1F: 3 clusters Score -28330.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28358.017578 Penalty: 1815.855835
	Iteration 2Q: 3 clusters Score -28358.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28369.968750 Penalty: 1815.855835
	Iteration 3Q: 3 clusters Score -28369.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28376.095703 Penalty: 1815.855835
	Iteration 4Q: 3 clusters Score -28376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28377.041016 Penalty: 1815.855835
	Iteration 5Q: 3 clusters Score -28377.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28378.287109 Penalty: 1815.855835
	Iteration 6Q: 3 clusters Score -28378.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28378.734375 Penalty: 1815.855835
	Iteration 7Q: 3 clusters Score -28378.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28378.734375 Penalty: 1815.855835
	Iteration 8F: 3 clusters Score -28378.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Entering Unmasked Estep 
Score: -1853638.375000 Penalty: 1555.414917
	Iteration 0F: 2 clusters Score -1853638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1843689.625000 Penalty: 3110.829834
	Iteration 0F: 3 clusters Score -1843690 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1847196.375000 Penalty: 3110.829834
	Iteration 1F: 3 clusters Score -1847196 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1847506.875000 Penalty: 3110.829834
	Iteration 2F: 3 clusters Score -1847507 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1847851.625000 Penalty: 3110.829834
	Iteration 3Q: 3 clusters Score -1847852 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1848274.250000 Penalty: 3110.829834
	Iteration 4Q: 3 clusters Score -1848274 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1848765.500000 Penalty: 3110.829834
	Iteration 5Q: 3 clusters Score -1848766 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1849290.750000 Penalty: 3110.829834
	Iteration 6F: 3 clusters Score -1849291 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1849831.250000 Penalty: 3110.829834
	Iteration 7F: 3 clusters Score -1849831 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1850301.625000 Penalty: 3110.829834
	Iteration 8Q: 3 clusters Score -1850302 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1850644.750000 Penalty: 3110.829834
	Iteration 9Q: 3 clusters Score -1850645 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1850909.625000 Penalty: 3110.829834
	Iteration 10Q: 3 clusters Score -1850910 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1851088.875000 Penalty: 3110.829834
	Iteration 11Q: 3 clusters Score -1851089 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1851198.500000 Penalty: 3110.829834
	Iteration 12Q: 3 clusters Score -1851198 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1851265.125000 Penalty: 3110.829834
	Iteration 13Q: 3 clusters Score -1851265 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1851296.000000 Penalty: 3110.829834
	Iteration 14Q: 3 clusters Score -1851296 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1851321.375000 Penalty: 3110.829834
	Iteration 15Q: 3 clusters Score -1851321 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1851341.125000 Penalty: 3110.829834
	Iteration 16Q: 3 clusters Score -1851341 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1851356.625000 Penalty: 3110.829834
	Iteration 17Q: 3 clusters Score -1851357 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1851365.875000 Penalty: 3110.829834
	Iteration 18Q: 3 clusters Score -1851366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1851376.625000 Penalty: 3110.829834
	Iteration 19Q: 3 clusters Score -1851377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1851396.875000 Penalty: 3110.829834
	Iteration 20F: 3 clusters Score -1851397 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1851406.000000 Penalty: 3110.829834
	Iteration 21Q: 3 clusters Score -1851406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1851419.500000 Penalty: 3110.829834
	Iteration 22Q: 3 clusters Score -1851420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1851434.250000 Penalty: 3110.829834
	Iteration 23Q: 3 clusters Score -1851434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1851449.000000 Penalty: 3110.829834
	Iteration 24Q: 3 clusters Score -1851449 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1851464.000000 Penalty: 3110.829834
	Iteration 25Q: 3 clusters Score -1851464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1851477.125000 Penalty: 3110.829834
	Iteration 26Q: 3 clusters Score -1851477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1851490.500000 Penalty: 3110.829834
	Iteration 27Q: 3 clusters Score -1851490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1851504.125000 Penalty: 3110.829834
	Iteration 28Q: 3 clusters Score -1851504 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1851518.125000 Penalty: 3110.829834
	Iteration 29Q: 3 clusters Score -1851518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1851534.125000 Penalty: 3110.829834
	Iteration 30Q: 3 clusters Score -1851534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1851557.125000 Penalty: 3110.829834
	Iteration 31Q: 3 clusters Score -1851557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1851572.375000 Penalty: 3110.829834
	Iteration 32Q: 3 clusters Score -1851572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1851584.500000 Penalty: 3110.829834
	Iteration 33Q: 3 clusters Score -1851584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1851595.875000 Penalty: 3110.829834
	Iteration 34Q: 3 clusters Score -1851596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1851607.250000 Penalty: 3110.829834
	Iteration 35Q: 3 clusters Score -1851607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1851620.750000 Penalty: 3110.829834
	Iteration 36Q: 3 clusters Score -1851621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1851635.875000 Penalty: 3110.829834
	Iteration 37Q: 3 clusters Score -1851636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1851644.125000 Penalty: 3110.829834
	Iteration 38Q: 3 clusters Score -1851644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1851659.000000 Penalty: 3110.829834
	Iteration 39Q: 3 clusters Score -1851659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1851662.375000 Penalty: 3110.829834
	Iteration 40F: 3 clusters Score -1851662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1851681.125000 Penalty: 3110.829834
	Iteration 41Q: 3 clusters Score -1851681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1851692.125000 Penalty: 3110.829834
	Iteration 42Q: 3 clusters Score -1851692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1851711.375000 Penalty: 3110.829834
	Iteration 43Q: 3 clusters Score -1851711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1851727.250000 Penalty: 3110.829834
	Iteration 44Q: 3 clusters Score -1851727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1851743.500000 Penalty: 3110.829834
	Iteration 45Q: 3 clusters Score -1851744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1851754.000000 Penalty: 3110.829834
	Iteration 46Q: 3 clusters Score -1851754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1851765.625000 Penalty: 3110.829834
	Iteration 47Q: 3 clusters Score -1851766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1851783.750000 Penalty: 3110.829834
	Iteration 48Q: 3 clusters Score -1851784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1851794.625000 Penalty: 3110.829834
	Iteration 49Q: 3 clusters Score -1851795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1851803.875000 Penalty: 3110.829834
	Iteration 50Q: 3 clusters Score -1851804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1851818.000000 Penalty: 3110.829834
	Iteration 51Q: 3 clusters Score -1851818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1851833.500000 Penalty: 3110.829834
	Iteration 52Q: 3 clusters Score -1851834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1851845.000000 Penalty: 3110.829834
	Iteration 53Q: 3 clusters Score -1851845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1851849.625000 Penalty: 3110.829834
	Iteration 54Q: 3 clusters Score -1851850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1851857.000000 Penalty: 3110.829834
	Iteration 55Q: 3 clusters Score -1851857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1851869.250000 Penalty: 3110.829834
	Iteration 56Q: 3 clusters Score -1851869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1851890.625000 Penalty: 3110.829834
	Iteration 57Q: 3 clusters Score -1851891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1851898.125000 Penalty: 3110.829834
	Iteration 58Q: 3 clusters Score -1851898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1851908.875000 Penalty: 3110.829834
	Iteration 59Q: 3 clusters Score -1851909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1851917.625000 Penalty: 3110.829834
	Iteration 60F: 3 clusters Score -1851918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1851921.125000 Penalty: 3110.829834
	Iteration 61Q: 3 clusters Score -1851921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1851926.375000 Penalty: 3110.829834
	Iteration 62Q: 3 clusters Score -1851926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1851936.250000 Penalty: 3110.829834
	Iteration 63Q: 3 clusters Score -1851936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1851944.250000 Penalty: 3110.829834
	Iteration 64Q: 3 clusters Score -1851944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1851951.250000 Penalty: 3110.829834
	Iteration 65Q: 3 clusters Score -1851951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1851958.000000 Penalty: 3110.829834
	Iteration 66Q: 3 clusters Score -1851958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1851967.125000 Penalty: 3110.829834
	Iteration 67Q: 3 clusters Score -1851967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1851976.500000 Penalty: 3110.829834
	Iteration 68Q: 3 clusters Score -1851976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1851982.125000 Penalty: 3110.829834
	Iteration 69Q: 3 clusters Score -1851982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1851992.750000 Penalty: 3110.829834
	Iteration 70Q: 3 clusters Score -1851993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1852006.250000 Penalty: 3110.829834
	Iteration 71Q: 3 clusters Score -1852006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1852028.875000 Penalty: 3110.829834
	Iteration 72Q: 3 clusters Score -1852029 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1852048.750000 Penalty: 3110.829834
	Iteration 73Q: 3 clusters Score -1852049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1852054.750000 Penalty: 3110.829834
	Iteration 74Q: 3 clusters Score -1852055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1852074.375000 Penalty: 3110.829834
	Iteration 75Q: 3 clusters Score -1852074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1852085.625000 Penalty: 3110.829834
	Iteration 76Q: 3 clusters Score -1852086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1852110.250000 Penalty: 3110.829834
	Iteration 77Q: 3 clusters Score -1852110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1852122.500000 Penalty: 3110.829834
	Iteration 78Q: 3 clusters Score -1852122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1852136.250000 Penalty: 3110.829834
	Iteration 79Q: 3 clusters Score -1852136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1852146.875000 Penalty: 3110.829834
	Iteration 80F: 3 clusters Score -1852147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1852154.625000 Penalty: 3110.829834
	Iteration 81Q: 3 clusters Score -1852155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1852166.625000 Penalty: 3110.829834
	Iteration 82Q: 3 clusters Score -1852167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1852176.500000 Penalty: 3110.829834
	Iteration 83Q: 3 clusters Score -1852176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1852185.500000 Penalty: 3110.829834
	Iteration 84Q: 3 clusters Score -1852186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1852188.000000 Penalty: 3110.829834
	Iteration 85Q: 3 clusters Score -1852188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1852195.125000 Penalty: 3110.829834
	Iteration 86Q: 3 clusters Score -1852195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1852198.375000 Penalty: 3110.829834
	Iteration 87Q: 3 clusters Score -1852198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1852201.250000 Penalty: 3110.829834
	Iteration 88Q: 3 clusters Score -1852201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1852207.625000 Penalty: 3110.829834
	Iteration 89Q: 3 clusters Score -1852208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1852210.375000 Penalty: 3110.829834
	Iteration 90Q: 3 clusters Score -1852210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1852214.125000 Penalty: 3110.829834
	Iteration 91Q: 3 clusters Score -1852214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1852216.000000 Penalty: 3110.829834
	Iteration 92Q: 3 clusters Score -1852216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1852223.875000 Penalty: 3110.829834
	Iteration 93Q: 3 clusters Score -1852224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1852229.375000 Penalty: 3110.829834
	Iteration 94Q: 3 clusters Score -1852229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1852228.875000 Penalty: 3110.829834
	Iteration 95Q: 3 clusters Score -1852229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1852232.125000 Penalty: 3110.829834
	Iteration 96Q: 3 clusters Score -1852232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1852233.250000 Penalty: 3110.829834
	Iteration 97Q: 3 clusters Score -1852233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1852237.125000 Penalty: 3110.829834
	Iteration 98Q: 3 clusters Score -1852237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1852239.250000 Penalty: 3110.829834
	Iteration 99Q: 3 clusters Score -1852239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1852240.875000 Penalty: 3110.829834
	Iteration 100F: 3 clusters Score -1852241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1852242.250000 Penalty: 3110.829834
	Iteration 101Q: 3 clusters Score -1852242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1852244.875000 Penalty: 3110.829834
	Iteration 102Q: 3 clusters Score -1852245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1852252.750000 Penalty: 3110.829834
	Iteration 103Q: 3 clusters Score -1852253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1852258.000000 Penalty: 3110.829834
	Iteration 104Q: 3 clusters Score -1852258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1852263.375000 Penalty: 3110.829834
	Iteration 105Q: 3 clusters Score -1852263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1852266.875000 Penalty: 3110.829834
	Iteration 106Q: 3 clusters Score -1852267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1852268.875000 Penalty: 3110.829834
	Iteration 107Q: 3 clusters Score -1852269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1852271.500000 Penalty: 3110.829834
	Iteration 108Q: 3 clusters Score -1852272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1852274.125000 Penalty: 3110.829834
	Iteration 109Q: 3 clusters Score -1852274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1852274.375000 Penalty: 3110.829834
	Iteration 110Q: 3 clusters Score -1852274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1852275.875000 Penalty: 3110.829834
	Iteration 111Q: 3 clusters Score -1852276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1852273.625000 Penalty: 3110.829834
	Iteration 112Q: 3 clusters Score -1852274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1852280.000000 Penalty: 3110.829834
	Iteration 113Q: 3 clusters Score -1852280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1852280.375000 Penalty: 3110.829834
	Iteration 114Q: 3 clusters Score -1852280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1852281.875000 Penalty: 3110.829834
	Iteration 115Q: 3 clusters Score -1852282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1852281.875000 Penalty: 3110.829834
	Iteration 116Q: 3 clusters Score -1852282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1852281.500000 Penalty: 3110.829834
	Iteration 117Q: 3 clusters Score -1852282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1852281.500000 Penalty: 3110.829834
	Iteration 118F: 3 clusters Score -1852282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (83146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Entering Unmasked Estep 
Score: -10713591.000000 Penalty: 1840.857300
	Iteration 0F: 2 clusters Score -1.071359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -10659379.000000 Penalty: 3681.714600
	Iteration 0F: 3 clusters Score -1.065938e+07 nChanged 39771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -10682377.000000 Penalty: 3681.714600
	Iteration 1F: 3 clusters Score -1.068238e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -10683664.000000 Penalty: 3681.714600
	Iteration 2Q: 3 clusters Score -1.068366e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -10685909.000000 Penalty: 3681.714600
	Iteration 3F: 3 clusters Score -1.068591e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -10689564.000000 Penalty: 3681.714600
	Iteration 4F: 3 clusters Score -1.068956e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -10695056.000000 Penalty: 3681.714600
	Iteration 5F: 3 clusters Score -1.069506e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -10701412.000000 Penalty: 3681.714600
	Iteration 6F: 3 clusters Score -1.070141e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -10706769.000000 Penalty: 3681.714600
	Iteration 7F: 3 clusters Score -1.070677e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -10709886.000000 Penalty: 3681.714600
	Iteration 8Q: 3 clusters Score -1.070989e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10711159.000000 Penalty: 3681.714600
	Iteration 9Q: 3 clusters Score -1.071116e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10711647.000000 Penalty: 3681.714600
	Iteration 10Q: 3 clusters Score -1.071165e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10711848.000000 Penalty: 3681.714600
	Iteration 11Q: 3 clusters Score -1.071185e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10711914.000000 Penalty: 3681.714600
	Iteration 12Q: 3 clusters Score -1.071191e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10711947.000000 Penalty: 3681.714600
	Iteration 13Q: 3 clusters Score -1.071195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82882 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10711980.000000 Penalty: 3681.714600
	Iteration 14Q: 3 clusters Score -1.071198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10711999.000000 Penalty: 3681.714600
	Iteration 15Q: 3 clusters Score -1.0712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10712004.000000 Penalty: 3681.714600
	Iteration 16Q: 3 clusters Score -1.0712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10712011.000000 Penalty: 3681.714600
	Iteration 17Q: 3 clusters Score -1.071201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10712013.000000 Penalty: 3681.714600
	Iteration 18Q: 3 clusters Score -1.071201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10712013.000000 Penalty: 3681.714600
	Iteration 19F: 3 clusters Score -1.071201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (100622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Entering Unmasked Estep 
Score: -12897026.000000 Penalty: 1871.857910
	Iteration 0F: 2 clusters Score -1.289703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -12831823.000000 Penalty: 3743.715820
	Iteration 0F: 3 clusters Score -1.283182e+07 nChanged 48071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -12859486.000000 Penalty: 3743.715820
	Iteration 1F: 3 clusters Score -1.285949e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -12860037.000000 Penalty: 3743.715820
	Iteration 2Q: 3 clusters Score -1.286004e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -12860752.000000 Penalty: 3743.715820
	Iteration 3Q: 3 clusters Score -1.286075e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -12861654.000000 Penalty: 3743.715820
	Iteration 4Q: 3 clusters Score -1.286165e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -12862955.000000 Penalty: 3743.715820
	Iteration 5Q: 3 clusters Score -1.286296e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -12865013.000000 Penalty: 3743.715820
	Iteration 6Q: 3 clusters Score -1.286501e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -12868483.000000 Penalty: 3743.715820
	Iteration 7F: 3 clusters Score -1.286848e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -12872961.000000 Penalty: 3743.715820
	Iteration 8F: 3 clusters Score -1.287296e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -12876881.000000 Penalty: 3743.715820
	Iteration 9F: 3 clusters Score -1.287688e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -12878652.000000 Penalty: 3743.715820
	Iteration 10Q: 3 clusters Score -1.287865e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -12879025.000000 Penalty: 3743.715820
	Iteration 11Q: 3 clusters Score -1.287902e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -12879125.000000 Penalty: 3743.715820
	Iteration 12Q: 3 clusters Score -1.287912e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -12879210.000000 Penalty: 3743.715820
	Iteration 13Q: 3 clusters Score -1.287921e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -12879220.000000 Penalty: 3743.715820
	Iteration 14Q: 3 clusters Score -1.287922e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -12879282.000000 Penalty: 3743.715820
	Iteration 15Q: 3 clusters Score -1.287928e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -12879288.000000 Penalty: 3743.715820
	Iteration 16Q: 3 clusters Score -1.287929e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -12879341.000000 Penalty: 3743.715820
	Iteration 17Q: 3 clusters Score -1.287934e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -12879366.000000 Penalty: 3743.715820
	Iteration 18Q: 3 clusters Score -1.287937e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -12879404.000000 Penalty: 3743.715820
	Iteration 19Q: 3 clusters Score -1.28794e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -12879419.000000 Penalty: 3743.715820
	Iteration 20F: 3 clusters Score -1.287942e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -12879415.000000 Penalty: 3743.715820
	Iteration 21Q: 3 clusters Score -1.287942e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -12879478.000000 Penalty: 3743.715820
	Iteration 22Q: 3 clusters Score -1.287948e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -12879539.000000 Penalty: 3743.715820
	Iteration 23Q: 3 clusters Score -1.287954e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -12879574.000000 Penalty: 3743.715820
	Iteration 24Q: 3 clusters Score -1.287957e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -12879577.000000 Penalty: 3743.715820
	Iteration 25Q: 3 clusters Score -1.287958e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -12879644.000000 Penalty: 3743.715820
	Iteration 26Q: 3 clusters Score -1.287964e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -12879694.000000 Penalty: 3743.715820
	Iteration 27Q: 3 clusters Score -1.287969e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -12879763.000000 Penalty: 3743.715820
	Iteration 28Q: 3 clusters Score -1.287976e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -12879823.000000 Penalty: 3743.715820
	Iteration 29Q: 3 clusters Score -1.287982e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -12879929.000000 Penalty: 3743.715820
	Iteration 30Q: 3 clusters Score -1.287993e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -12879922.000000 Penalty: 3743.715820
	Iteration 31Q: 3 clusters Score -1.287992e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -12880024.000000 Penalty: 3743.715820
	Iteration 32Q: 3 clusters Score -1.288002e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -12880107.000000 Penalty: 3743.715820
	Iteration 33Q: 3 clusters Score -1.288011e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -12880177.000000 Penalty: 3743.715820
	Iteration 34Q: 3 clusters Score -1.288018e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -12880267.000000 Penalty: 3743.715820
	Iteration 35Q: 3 clusters Score -1.288027e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -12880322.000000 Penalty: 3743.715820
	Iteration 36Q: 3 clusters Score -1.288032e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -12880386.000000 Penalty: 3743.715820
	Iteration 37Q: 3 clusters Score -1.288039e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -12880467.000000 Penalty: 3743.715820
	Iteration 38Q: 3 clusters Score -1.288047e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -12880516.000000 Penalty: 3743.715820
	Iteration 39Q: 3 clusters Score -1.288052e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -12880592.000000 Penalty: 3743.715820
	Iteration 40F: 3 clusters Score -1.288059e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -12880674.000000 Penalty: 3743.715820
	Iteration 41Q: 3 clusters Score -1.288067e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -12880808.000000 Penalty: 3743.715820
	Iteration 42Q: 3 clusters Score -1.288081e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -12880883.000000 Penalty: 3743.715820
	Iteration 43Q: 3 clusters Score -1.288088e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -12881041.000000 Penalty: 3743.715820
	Iteration 44Q: 3 clusters Score -1.288104e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -12881186.000000 Penalty: 3743.715820
	Iteration 45Q: 3 clusters Score -1.288119e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -12881278.000000 Penalty: 3743.715820
	Iteration 46Q: 3 clusters Score -1.288128e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -12881433.000000 Penalty: 3743.715820
	Iteration 47Q: 3 clusters Score -1.288143e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -12881560.000000 Penalty: 3743.715820
	Iteration 48Q: 3 clusters Score -1.288156e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -12881716.000000 Penalty: 3743.715820
	Iteration 49Q: 3 clusters Score -1.288172e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -12881917.000000 Penalty: 3743.715820
	Iteration 50Q: 3 clusters Score -1.288192e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -12882102.000000 Penalty: 3743.715820
	Iteration 51Q: 3 clusters Score -1.28821e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -12882420.000000 Penalty: 3743.715820
	Iteration 52Q: 3 clusters Score -1.288242e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -12882645.000000 Penalty: 3743.715820
	Iteration 53Q: 3 clusters Score -1.288264e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -12882946.000000 Penalty: 3743.715820
	Iteration 54Q: 3 clusters Score -1.288295e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -12883278.000000 Penalty: 3743.715820
	Iteration 55Q: 3 clusters Score -1.288328e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -12883690.000000 Penalty: 3743.715820
	Iteration 56Q: 3 clusters Score -1.288369e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -12884087.000000 Penalty: 3743.715820
	Iteration 57Q: 3 clusters Score -1.288409e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -12884503.000000 Penalty: 3743.715820
	Iteration 58Q: 3 clusters Score -1.28845e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -12884870.000000 Penalty: 3743.715820
	Iteration 59Q: 3 clusters Score -1.288487e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -12885204.000000 Penalty: 3743.715820
	Iteration 60F: 3 clusters Score -1.28852e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -12885557.000000 Penalty: 3743.715820
	Iteration 61Q: 3 clusters Score -1.288556e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -12886058.000000 Penalty: 3743.715820
	Iteration 62Q: 3 clusters Score -1.288606e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -12886425.000000 Penalty: 3743.715820
	Iteration 63Q: 3 clusters Score -1.288642e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -12886808.000000 Penalty: 3743.715820
	Iteration 64Q: 3 clusters Score -1.288681e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -12887233.000000 Penalty: 3743.715820
	Iteration 65Q: 3 clusters Score -1.288723e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -12887623.000000 Penalty: 3743.715820
	Iteration 66Q: 3 clusters Score -1.288762e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -12887977.000000 Penalty: 3743.715820
	Iteration 67Q: 3 clusters Score -1.288798e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76244 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -12888400.000000 Penalty: 3743.715820
	Iteration 68Q: 3 clusters Score -1.28884e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -12888786.000000 Penalty: 3743.715820
	Iteration 69Q: 3 clusters Score -1.288879e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -12889187.000000 Penalty: 3743.715820
	Iteration 70Q: 3 clusters Score -1.288919e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -12889488.000000 Penalty: 3743.715820
	Iteration 71Q: 3 clusters Score -1.288949e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -12889807.000000 Penalty: 3743.715820
	Iteration 72Q: 3 clusters Score -1.288981e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -12890166.000000 Penalty: 3743.715820
	Iteration 73Q: 3 clusters Score -1.289017e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -12890584.000000 Penalty: 3743.715820
	Iteration 74Q: 3 clusters Score -1.289058e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -12891011.000000 Penalty: 3743.715820
	Iteration 75Q: 3 clusters Score -1.289101e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -12891363.000000 Penalty: 3743.715820
	Iteration 76Q: 3 clusters Score -1.289136e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -12891803.000000 Penalty: 3743.715820
	Iteration 77Q: 3 clusters Score -1.28918e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -12892317.000000 Penalty: 3743.715820
	Iteration 78Q: 3 clusters Score -1.289232e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -12892792.000000 Penalty: 3743.715820
	Iteration 79Q: 3 clusters Score -1.289279e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -12893162.000000 Penalty: 3743.715820
	Iteration 80F: 3 clusters Score -1.289316e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -12893627.000000 Penalty: 3743.715820
	Iteration 81Q: 3 clusters Score -1.289363e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -12893994.000000 Penalty: 3743.715820
	Iteration 82Q: 3 clusters Score -1.289399e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94651 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -12894226.000000 Penalty: 3743.715820
	Iteration 83Q: 3 clusters Score -1.289423e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -12894503.000000 Penalty: 3743.715820
	Iteration 84Q: 3 clusters Score -1.28945e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -12894692.000000 Penalty: 3743.715820
	Iteration 85Q: 3 clusters Score -1.289469e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -12894844.000000 Penalty: 3743.715820
	Iteration 86Q: 3 clusters Score -1.289484e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -12895001.000000 Penalty: 3743.715820
	Iteration 87Q: 3 clusters Score -1.2895e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98457 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -12895181.000000 Penalty: 3743.715820
	Iteration 88Q: 3 clusters Score -1.289518e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98840 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12895314.000000 Penalty: 3743.715820
	Iteration 89Q: 3 clusters Score -1.289531e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99135 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -12895386.000000 Penalty: 3743.715820
	Iteration 90Q: 3 clusters Score -1.289539e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12895462.000000 Penalty: 3743.715820
	Iteration 91Q: 3 clusters Score -1.289546e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12895464.000000 Penalty: 3743.715820
	Iteration 92Q: 3 clusters Score -1.289546e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12895482.000000 Penalty: 3743.715820
	Iteration 93Q: 3 clusters Score -1.289548e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12895491.000000 Penalty: 3743.715820
	Iteration 94Q: 3 clusters Score -1.289549e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12895506.000000 Penalty: 3743.715820
	Iteration 95Q: 3 clusters Score -1.289551e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99911 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -12895546.000000 Penalty: 3743.715820
	Iteration 96Q: 3 clusters Score -1.289555e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99961 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -12895527.000000 Penalty: 3743.715820
	Iteration 97Q: 3 clusters Score -1.289553e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12895549.000000 Penalty: 3743.715820
	Iteration 98Q: 3 clusters Score -1.289555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100039 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12895555.000000 Penalty: 3743.715820
	Iteration 99Q: 3 clusters Score -1.289556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100058 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12895558.000000 Penalty: 3743.715820
	Iteration 100F: 3 clusters Score -1.289556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100075 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12895564.000000 Penalty: 3743.715820
	Iteration 101Q: 3 clusters Score -1.289556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100084 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12895567.000000 Penalty: 3743.715820
	Iteration 102Q: 3 clusters Score -1.289557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12895573.000000 Penalty: 3743.715820
	Iteration 103Q: 3 clusters Score -1.289557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12895572.000000 Penalty: 3743.715820
	Iteration 104Q: 3 clusters Score -1.289557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100119 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12895584.000000 Penalty: 3743.715820
	Iteration 105Q: 3 clusters Score -1.289558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12895602.000000 Penalty: 3743.715820
	Iteration 106Q: 3 clusters Score -1.28956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100134 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12895594.000000 Penalty: 3743.715820
	Iteration 107Q: 3 clusters Score -1.289559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100137 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12895608.000000 Penalty: 3743.715820
	Iteration 108Q: 3 clusters Score -1.289561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12895612.000000 Penalty: 3743.715820
	Iteration 109Q: 3 clusters Score -1.289561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12895613.000000 Penalty: 3743.715820
	Iteration 110Q: 3 clusters Score -1.289561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12895613.000000 Penalty: 3743.715820
	Iteration 111F: 3 clusters Score -1.289561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -30400.335938 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -30400.34 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 153 members 
Entering Unmasked Estep 
Score: -29549.523438 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -29549.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29725.037109 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -29725.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29827.216797 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -29827.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29927.156250 Penalty: 1842.711304
	Iteration 3F: 3 clusters Score -29927.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30006.632812 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -30006.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30078.656250 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -30078.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30091.152344 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -30091.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30162.544922 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -30162.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30200.203125 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -30200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30205.121094 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -30205.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30205.121094 Penalty: 1842.711304
	Iteration 10F: 3 clusters Score -30205.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 98005 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57149 members 
Mstep: Class 12 contains 76194 members 
Mstep: Class 13 contains 11174 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40376 members 
Mstep: Class 16 contains 23178 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 83146 members 
Mstep: Class 23 contains 100622 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533520.000000 Penalty: 45115.199219
Iteration 399Q: 22 clusters Score -6.953352e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3652 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97996 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57151 members 
Mstep: Class 12 contains 76191 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40363 members 
Mstep: Class 16 contains 23180 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14363 members 
Mstep: Class 22 contains 83156 members 
Mstep: Class 23 contains 100622 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533576.000000 Penalty: 45115.199219
Iteration 400F: 22 clusters Score -6.953358e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 4548 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97993 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57143 members 
Mstep: Class 12 contains 76187 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40351 members 
Mstep: Class 16 contains 23182 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14374 members 
Mstep: Class 22 contains 83162 members 
Mstep: Class 23 contains 100626 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533584.000000 Penalty: 45115.199219
Iteration 401Q: 22 clusters Score -6.953358e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 4546 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97988 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57142 members 
Mstep: Class 12 contains 76188 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40342 members 
Mstep: Class 16 contains 23180 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14381 members 
Mstep: Class 22 contains 83170 members 
Mstep: Class 23 contains 100631 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533592.000000 Penalty: 45115.199219
Iteration 402Q: 22 clusters Score -6.953359e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20889 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3656 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97993 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57139 members 
Mstep: Class 12 contains 76184 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40334 members 
Mstep: Class 16 contains 23180 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14385 members 
Mstep: Class 22 contains 83169 members 
Mstep: Class 23 contains 100642 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533560.000000 Penalty: 45115.199219
Iteration 403Q: 22 clusters Score -6.953356e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20889 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97993 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57142 members 
Mstep: Class 12 contains 76184 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40332 members 
Mstep: Class 16 contains 23181 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14386 members 
Mstep: Class 22 contains 83172 members 
Mstep: Class 23 contains 100640 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533600.000000 Penalty: 45115.199219
Iteration 404Q: 22 clusters Score -6.95336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20889 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 4537 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97996 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57142 members 
Mstep: Class 12 contains 76184 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40329 members 
Mstep: Class 16 contains 23179 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14387 members 
Mstep: Class 22 contains 83175 members 
Mstep: Class 23 contains 100635 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533584.000000 Penalty: 45115.199219
Iteration 405Q: 22 clusters Score -6.953358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20888 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 4534 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97995 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57141 members 
Mstep: Class 12 contains 76182 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40324 members 
Mstep: Class 16 contains 23179 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14390 members 
Mstep: Class 22 contains 83180 members 
Mstep: Class 23 contains 100638 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533640.000000 Penalty: 45115.199219
Iteration 406Q: 22 clusters Score -6.953364e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20889 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4530 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97994 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57142 members 
Mstep: Class 12 contains 76182 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40318 members 
Mstep: Class 16 contains 23176 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14391 members 
Mstep: Class 22 contains 83178 members 
Mstep: Class 23 contains 100652 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533624.000000 Penalty: 45115.199219
Iteration 407Q: 22 clusters Score -6.953362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20890 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4530 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97985 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57146 members 
Mstep: Class 12 contains 76182 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40312 members 
Mstep: Class 16 contains 23176 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14391 members 
Mstep: Class 22 contains 83179 members 
Mstep: Class 23 contains 100662 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533600.000000 Penalty: 45115.199219
Iteration 408Q: 22 clusters Score -6.95336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20888 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 4531 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97978 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57148 members 
Mstep: Class 12 contains 76182 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40304 members 
Mstep: Class 16 contains 23176 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14391 members 
Mstep: Class 22 contains 83186 members 
Mstep: Class 23 contains 100668 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533624.000000 Penalty: 45115.199219
Iteration 409Q: 22 clusters Score -6.953362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20888 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4530 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97976 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57145 members 
Mstep: Class 12 contains 76186 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40297 members 
Mstep: Class 16 contains 23176 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14392 members 
Mstep: Class 22 contains 83187 members 
Mstep: Class 23 contains 100675 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533624.000000 Penalty: 45115.199219
Iteration 410Q: 22 clusters Score -6.953362e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20887 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97978 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57142 members 
Mstep: Class 12 contains 76186 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 23176 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14395 members 
Mstep: Class 22 contains 83191 members 
Mstep: Class 23 contains 100681 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533592.000000 Penalty: 45115.199219
Iteration 411Q: 22 clusters Score -6.953359e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97974 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57146 members 
Mstep: Class 12 contains 76181 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40279 members 
Mstep: Class 16 contains 23177 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14399 members 
Mstep: Class 22 contains 83195 members 
Mstep: Class 23 contains 100685 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533536.000000 Penalty: 45115.199219
Iteration 412Q: 22 clusters Score -6.953354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20885 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97974 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57151 members 
Mstep: Class 12 contains 76177 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40273 members 
Mstep: Class 16 contains 23178 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14402 members 
Mstep: Class 22 contains 83196 members 
Mstep: Class 23 contains 100686 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533520.000000 Penalty: 45115.199219
Iteration 413Q: 22 clusters Score -6.953352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20887 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97973 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57154 members 
Mstep: Class 12 contains 76176 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40273 members 
Mstep: Class 16 contains 23179 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14405 members 
Mstep: Class 22 contains 83194 members 
Mstep: Class 23 contains 100680 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 45115.199219
Iteration 414Q: 22 clusters Score -6.953349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97972 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57157 members 
Mstep: Class 12 contains 76175 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40271 members 
Mstep: Class 16 contains 23180 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14408 members 
Mstep: Class 22 contains 83193 members 
Mstep: Class 23 contains 100679 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533472.000000 Penalty: 45115.199219
Iteration 415Q: 22 clusters Score -6.953347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97969 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57159 members 
Mstep: Class 12 contains 76174 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 23183 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14409 members 
Mstep: Class 22 contains 83191 members 
Mstep: Class 23 contains 100681 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533464.000000 Penalty: 45115.199219
Iteration 416Q: 22 clusters Score -6.953346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97969 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57162 members 
Mstep: Class 12 contains 76174 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 23183 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14410 members 
Mstep: Class 22 contains 83192 members 
Mstep: Class 23 contains 100676 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 45115.199219
Iteration 417Q: 22 clusters Score -6.953349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97969 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57165 members 
Mstep: Class 12 contains 76174 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 23183 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14410 members 
Mstep: Class 22 contains 83192 members 
Mstep: Class 23 contains 100673 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 45115.199219
Iteration 418Q: 22 clusters Score -6.953349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97969 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57166 members 
Mstep: Class 12 contains 76174 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 23183 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14409 members 
Mstep: Class 22 contains 83192 members 
Mstep: Class 23 contains 100673 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533480.000000 Penalty: 45115.199219
Iteration 419Q: 22 clusters Score -6.953348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97969 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57167 members 
Mstep: Class 12 contains 76173 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 23183 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14410 members 
Mstep: Class 22 contains 83192 members 
Mstep: Class 23 contains 100672 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533472.000000 Penalty: 45115.199219
Iteration 420F: 22 clusters Score -6.953347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97969 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57167 members 
Mstep: Class 12 contains 76173 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 23183 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14411 members 
Mstep: Class 22 contains 83192 members 
Mstep: Class 23 contains 100671 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 45115.199219
Iteration 421Q: 22 clusters Score -6.953349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 97969 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 11 contains 57167 members 
Mstep: Class 12 contains 76173 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 23183 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 21 contains 14411 members 
Mstep: Class 22 contains 83192 members 
Mstep: Class 23 contains 100671 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69533488.000000 Penalty: 45115.199219
Iteration 422F: 22 clusters Score -6.953349e+07 nChanged 0
Entering ConstructFrom: 
Score: -69533488.000000 Penalty: 45115.199219
Entering ConstructFrom: 
Trying to split cluster 1 (13791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Entering Unmasked Estep 
Score: -1734685.625000 Penalty: 1548.912842
	Iteration 0F: 2 clusters Score -1734686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1725166.625000 Penalty: 3097.825684
	Iteration 0F: 3 clusters Score -1725167 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1728405.375000 Penalty: 3097.825684
	Iteration 1F: 3 clusters Score -1728405 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1728643.875000 Penalty: 3097.825684
	Iteration 2F: 3 clusters Score -1728644 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1728822.625000 Penalty: 3097.825684
	Iteration 3Q: 3 clusters Score -1728823 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1728972.375000 Penalty: 3097.825684
	Iteration 4Q: 3 clusters Score -1728972 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1729144.125000 Penalty: 3097.825684
	Iteration 5Q: 3 clusters Score -1729144 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1729316.875000 Penalty: 3097.825684
	Iteration 6Q: 3 clusters Score -1729317 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1729522.125000 Penalty: 3097.825684
	Iteration 7Q: 3 clusters Score -1729522 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1729802.125000 Penalty: 3097.825684
	Iteration 8Q: 3 clusters Score -1729802 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1730206.500000 Penalty: 3097.825684
	Iteration 9Q: 3 clusters Score -1730206 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1730708.625000 Penalty: 3097.825684
	Iteration 10F: 3 clusters Score -1730709 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1731282.000000 Penalty: 3097.825684
	Iteration 11F: 3 clusters Score -1731282 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1731867.625000 Penalty: 3097.825684
	Iteration 12F: 3 clusters Score -1731868 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1732328.500000 Penalty: 3097.825684
	Iteration 13Q: 3 clusters Score -1732328 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1732655.125000 Penalty: 3097.825684
	Iteration 14Q: 3 clusters Score -1732655 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1732889.000000 Penalty: 3097.825684
	Iteration 15Q: 3 clusters Score -1732889 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1733042.250000 Penalty: 3097.825684
	Iteration 16Q: 3 clusters Score -1733042 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1733140.875000 Penalty: 3097.825684
	Iteration 17Q: 3 clusters Score -1733141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1733193.000000 Penalty: 3097.825684
	Iteration 18Q: 3 clusters Score -1733193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1733238.250000 Penalty: 3097.825684
	Iteration 19Q: 3 clusters Score -1733238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1733255.250000 Penalty: 3097.825684
	Iteration 20F: 3 clusters Score -1733255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1733274.875000 Penalty: 3097.825684
	Iteration 21Q: 3 clusters Score -1733275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1733290.875000 Penalty: 3097.825684
	Iteration 22Q: 3 clusters Score -1733291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1733307.500000 Penalty: 3097.825684
	Iteration 23Q: 3 clusters Score -1733308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1733315.625000 Penalty: 3097.825684
	Iteration 24Q: 3 clusters Score -1733316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1733318.875000 Penalty: 3097.825684
	Iteration 25Q: 3 clusters Score -1733319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1733327.500000 Penalty: 3097.825684
	Iteration 26Q: 3 clusters Score -1733328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1733335.375000 Penalty: 3097.825684
	Iteration 27Q: 3 clusters Score -1733335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1733340.625000 Penalty: 3097.825684
	Iteration 28Q: 3 clusters Score -1733341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1733343.000000 Penalty: 3097.825684
	Iteration 29Q: 3 clusters Score -1733343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1733345.250000 Penalty: 3097.825684
	Iteration 30Q: 3 clusters Score -1733345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1733348.750000 Penalty: 3097.825684
	Iteration 31Q: 3 clusters Score -1733349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1733348.125000 Penalty: 3097.825684
	Iteration 32Q: 3 clusters Score -1733348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1733349.000000 Penalty: 3097.825684
	Iteration 33Q: 3 clusters Score -1733349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1733349.000000 Penalty: 3097.825684
	Iteration 34F: 3 clusters Score -1733349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -108190.140625 Penalty: 1110.192505
	Iteration 0F: 2 clusters Score -108190.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -106866.234375 Penalty: 2220.385010
	Iteration 0F: 3 clusters Score -106866.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107148.703125 Penalty: 2220.385010
	Iteration 1F: 3 clusters Score -107148.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107228.625000 Penalty: 2220.385010
	Iteration 2F: 3 clusters Score -107228.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -107269.750000 Penalty: 2220.385010
	Iteration 3Q: 3 clusters Score -107269.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -107323.789062 Penalty: 2220.385010
	Iteration 4Q: 3 clusters Score -107323.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -107355.945312 Penalty: 2220.385010
	Iteration 5Q: 3 clusters Score -107355.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107392.296875 Penalty: 2220.385010
	Iteration 6Q: 3 clusters Score -107392.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -107436.765625 Penalty: 2220.385010
	Iteration 7Q: 3 clusters Score -107436.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -107467.453125 Penalty: 2220.385010
	Iteration 8Q: 3 clusters Score -107467.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -107494.257812 Penalty: 2220.385010
	Iteration 9Q: 3 clusters Score -107494.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107521.101562 Penalty: 2220.385010
	Iteration 10Q: 3 clusters Score -107521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -107541.867188 Penalty: 2220.385010
	Iteration 11Q: 3 clusters Score -107541.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -107552.718750 Penalty: 2220.385010
	Iteration 12Q: 3 clusters Score -107552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -107565.640625 Penalty: 2220.385010
	Iteration 13Q: 3 clusters Score -107565.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -107588.070312 Penalty: 2220.385010
	Iteration 14Q: 3 clusters Score -107588.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -107598.953125 Penalty: 2220.385010
	Iteration 15Q: 3 clusters Score -107599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107607.875000 Penalty: 2220.385010
	Iteration 16Q: 3 clusters Score -107607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107608.351562 Penalty: 2220.385010
	Iteration 17Q: 3 clusters Score -107608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -107608.992188 Penalty: 2220.385010
	Iteration 18Q: 3 clusters Score -107609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -107609.796875 Penalty: 2220.385010
	Iteration 19Q: 3 clusters Score -107609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -107610.109375 Penalty: 2220.385010
	Iteration 20F: 3 clusters Score -107610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -107618.351562 Penalty: 2220.385010
	Iteration 21Q: 3 clusters Score -107618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107621.289062 Penalty: 2220.385010
	Iteration 22Q: 3 clusters Score -107621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107621.289062 Penalty: 2220.385010
	Iteration 23F: 3 clusters Score -107621.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Entering Unmasked Estep 
Score: -2701678.500000 Penalty: 1616.360596
	Iteration 0F: 2 clusters Score -2701678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2687485.250000 Penalty: 3232.721191
	Iteration 0F: 3 clusters Score -2687485 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2692603.500000 Penalty: 3232.721191
	Iteration 1F: 3 clusters Score -2692604 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2692956.250000 Penalty: 3232.721191
	Iteration 2Q: 3 clusters Score -2692956 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2693298.500000 Penalty: 3232.721191
	Iteration 3Q: 3 clusters Score -2693298 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2693627.500000 Penalty: 3232.721191
	Iteration 4Q: 3 clusters Score -2693628 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2693992.500000 Penalty: 3232.721191
	Iteration 5Q: 3 clusters Score -2693992 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2694437.000000 Penalty: 3232.721191
	Iteration 6Q: 3 clusters Score -2694437 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2694984.000000 Penalty: 3232.721191
	Iteration 7Q: 3 clusters Score -2694984 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2695706.500000 Penalty: 3232.721191
	Iteration 8F: 3 clusters Score -2695706 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2696599.000000 Penalty: 3232.721191
	Iteration 9F: 3 clusters Score -2696599 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2697580.250000 Penalty: 3232.721191
	Iteration 10F: 3 clusters Score -2697580 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2698514.000000 Penalty: 3232.721191
	Iteration 11F: 3 clusters Score -2698514 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2699214.500000 Penalty: 3232.721191
	Iteration 12Q: 3 clusters Score -2699214 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2699693.500000 Penalty: 3232.721191
	Iteration 13Q: 3 clusters Score -2699694 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2699942.250000 Penalty: 3232.721191
	Iteration 14Q: 3 clusters Score -2699942 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2700086.250000 Penalty: 3232.721191
	Iteration 15Q: 3 clusters Score -2700086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2700159.750000 Penalty: 3232.721191
	Iteration 16Q: 3 clusters Score -2700160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2700207.000000 Penalty: 3232.721191
	Iteration 17Q: 3 clusters Score -2700207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2700232.500000 Penalty: 3232.721191
	Iteration 18Q: 3 clusters Score -2700232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2700242.250000 Penalty: 3232.721191
	Iteration 19Q: 3 clusters Score -2700242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2700248.000000 Penalty: 3232.721191
	Iteration 20F: 3 clusters Score -2700248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2700252.250000 Penalty: 3232.721191
	Iteration 21Q: 3 clusters Score -2700252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2700261.000000 Penalty: 3232.721191
	Iteration 22Q: 3 clusters Score -2700261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2700269.000000 Penalty: 3232.721191
	Iteration 23Q: 3 clusters Score -2700269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2700272.000000 Penalty: 3232.721191
	Iteration 24Q: 3 clusters Score -2700272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2700278.250000 Penalty: 3232.721191
	Iteration 25Q: 3 clusters Score -2700278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2700282.750000 Penalty: 3232.721191
	Iteration 26Q: 3 clusters Score -2700283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2700282.750000 Penalty: 3232.721191
	Iteration 27F: 3 clusters Score -2700283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -7587.351074 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -7587.351 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 111 members 
Entering Unmasked Estep 
Score: -6986.300293 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -6986.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7070.502930 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -7070.503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7163.410645 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -7163.411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7194.631836 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -7194.632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7239.167480 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -7239.167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7245.956055 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -7245.956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7252.305664 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -7252.306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7255.227539 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -7255.228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7256.942383 Penalty: 1720.324097
	Iteration 8Q: 3 clusters Score -7256.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7256.942383 Penalty: 1720.324097
	Iteration 9F: 3 clusters Score -7256.942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Entering Unmasked Estep 
Score: -444835.500000 Penalty: 1333.392456
	Iteration 0F: 2 clusters Score -444835.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -441707.687500 Penalty: 2666.784912
	Iteration 0F: 3 clusters Score -441707.7 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -442530.312500 Penalty: 2666.784912
	Iteration 1F: 3 clusters Score -442530.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -442716.062500 Penalty: 2666.784912
	Iteration 2F: 3 clusters Score -442716.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -442822.375000 Penalty: 2666.784912
	Iteration 3F: 3 clusters Score -442822.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -442897.312500 Penalty: 2666.784912
	Iteration 4Q: 3 clusters Score -442897.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -442961.031250 Penalty: 2666.784912
	Iteration 5Q: 3 clusters Score -442961 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -443008.656250 Penalty: 2666.784912
	Iteration 6Q: 3 clusters Score -443008.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -443053.406250 Penalty: 2666.784912
	Iteration 7Q: 3 clusters Score -443053.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -443092.156250 Penalty: 2666.784912
	Iteration 8Q: 3 clusters Score -443092.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -443124.968750 Penalty: 2666.784912
	Iteration 9Q: 3 clusters Score -443125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -443150.437500 Penalty: 2666.784912
	Iteration 10Q: 3 clusters Score -443150.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -443178.687500 Penalty: 2666.784912
	Iteration 11Q: 3 clusters Score -443178.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -443210.812500 Penalty: 2666.784912
	Iteration 12Q: 3 clusters Score -443210.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -443249.187500 Penalty: 2666.784912
	Iteration 13Q: 3 clusters Score -443249.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -443289.093750 Penalty: 2666.784912
	Iteration 14Q: 3 clusters Score -443289.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -443325.718750 Penalty: 2666.784912
	Iteration 15Q: 3 clusters Score -443325.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -443362.500000 Penalty: 2666.784912
	Iteration 16Q: 3 clusters Score -443362.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -443398.718750 Penalty: 2666.784912
	Iteration 17Q: 3 clusters Score -443398.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -443431.968750 Penalty: 2666.784912
	Iteration 18Q: 3 clusters Score -443432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -443455.812500 Penalty: 2666.784912
	Iteration 19Q: 3 clusters Score -443455.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -443493.187500 Penalty: 2666.784912
	Iteration 20F: 3 clusters Score -443493.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -443534.062500 Penalty: 2666.784912
	Iteration 21Q: 3 clusters Score -443534.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -443574.000000 Penalty: 2666.784912
	Iteration 22Q: 3 clusters Score -443574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -443604.812500 Penalty: 2666.784912
	Iteration 23Q: 3 clusters Score -443604.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -443632.968750 Penalty: 2666.784912
	Iteration 24Q: 3 clusters Score -443633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -443654.156250 Penalty: 2666.784912
	Iteration 25Q: 3 clusters Score -443654.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -443672.625000 Penalty: 2666.784912
	Iteration 26Q: 3 clusters Score -443672.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -443691.375000 Penalty: 2666.784912
	Iteration 27Q: 3 clusters Score -443691.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -443705.750000 Penalty: 2666.784912
	Iteration 28Q: 3 clusters Score -443705.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -443715.968750 Penalty: 2666.784912
	Iteration 29Q: 3 clusters Score -443716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -443730.718750 Penalty: 2666.784912
	Iteration 30Q: 3 clusters Score -443730.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -443745.343750 Penalty: 2666.784912
	Iteration 31Q: 3 clusters Score -443745.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -443762.406250 Penalty: 2666.784912
	Iteration 32Q: 3 clusters Score -443762.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -443774.906250 Penalty: 2666.784912
	Iteration 33Q: 3 clusters Score -443774.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -443787.718750 Penalty: 2666.784912
	Iteration 34Q: 3 clusters Score -443787.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -443797.937500 Penalty: 2666.784912
	Iteration 35Q: 3 clusters Score -443797.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -443807.156250 Penalty: 2666.784912
	Iteration 36Q: 3 clusters Score -443807.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -443817.125000 Penalty: 2666.784912
	Iteration 37Q: 3 clusters Score -443817.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -443825.000000 Penalty: 2666.784912
	Iteration 38Q: 3 clusters Score -443825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -443828.000000 Penalty: 2666.784912
	Iteration 39Q: 3 clusters Score -443828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -443832.250000 Penalty: 2666.784912
	Iteration 40F: 3 clusters Score -443832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -443835.062500 Penalty: 2666.784912
	Iteration 41Q: 3 clusters Score -443835.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -443836.843750 Penalty: 2666.784912
	Iteration 42Q: 3 clusters Score -443836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -443837.968750 Penalty: 2666.784912
	Iteration 43Q: 3 clusters Score -443838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -443838.937500 Penalty: 2666.784912
	Iteration 44Q: 3 clusters Score -443838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -443839.812500 Penalty: 2666.784912
	Iteration 45Q: 3 clusters Score -443839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -443840.031250 Penalty: 2666.784912
	Iteration 46Q: 3 clusters Score -443840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -443841.000000 Penalty: 2666.784912
	Iteration 47Q: 3 clusters Score -443841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -443840.500000 Penalty: 2666.784912
	Iteration 48Q: 3 clusters Score -443840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -443841.187500 Penalty: 2666.784912
	Iteration 49Q: 3 clusters Score -443841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -443842.031250 Penalty: 2666.784912
	Iteration 50Q: 3 clusters Score -443842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -443842.281250 Penalty: 2666.784912
	Iteration 51Q: 3 clusters Score -443842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -443842.281250 Penalty: 2666.784912
	Iteration 52F: 3 clusters Score -443842.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Entering Unmasked Estep 
Score: -562043.812500 Penalty: 1367.930786
	Iteration 0F: 2 clusters Score -562043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -558348.937500 Penalty: 2735.861572
	Iteration 0F: 3 clusters Score -558348.9 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -559386.375000 Penalty: 2735.861572
	Iteration 1F: 3 clusters Score -559386.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -559573.625000 Penalty: 2735.861572
	Iteration 2F: 3 clusters Score -559573.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -559722.125000 Penalty: 2735.861572
	Iteration 3F: 3 clusters Score -559722.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -559851.250000 Penalty: 2735.861572
	Iteration 4Q: 3 clusters Score -559851.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -559953.000000 Penalty: 2735.861572
	Iteration 5Q: 3 clusters Score -559953 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -560065.000000 Penalty: 2735.861572
	Iteration 6Q: 3 clusters Score -560065 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -560176.687500 Penalty: 2735.861572
	Iteration 7Q: 3 clusters Score -560176.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -560266.437500 Penalty: 2735.861572
	Iteration 8Q: 3 clusters Score -560266.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -560346.687500 Penalty: 2735.861572
	Iteration 9Q: 3 clusters Score -560346.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -560421.812500 Penalty: 2735.861572
	Iteration 10Q: 3 clusters Score -560421.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -560493.187500 Penalty: 2735.861572
	Iteration 11Q: 3 clusters Score -560493.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -560566.937500 Penalty: 2735.861572
	Iteration 12Q: 3 clusters Score -560566.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -560618.625000 Penalty: 2735.861572
	Iteration 13Q: 3 clusters Score -560618.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -560654.187500 Penalty: 2735.861572
	Iteration 14Q: 3 clusters Score -560654.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -560686.187500 Penalty: 2735.861572
	Iteration 15Q: 3 clusters Score -560686.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -560711.625000 Penalty: 2735.861572
	Iteration 16Q: 3 clusters Score -560711.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -560736.937500 Penalty: 2735.861572
	Iteration 17Q: 3 clusters Score -560736.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -560762.000000 Penalty: 2735.861572
	Iteration 18Q: 3 clusters Score -560762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -560782.437500 Penalty: 2735.861572
	Iteration 19Q: 3 clusters Score -560782.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -560794.875000 Penalty: 2735.861572
	Iteration 20F: 3 clusters Score -560794.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -560798.250000 Penalty: 2735.861572
	Iteration 21Q: 3 clusters Score -560798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -560800.187500 Penalty: 2735.861572
	Iteration 22Q: 3 clusters Score -560800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -560802.187500 Penalty: 2735.861572
	Iteration 23Q: 3 clusters Score -560802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -560802.187500 Penalty: 2735.861572
	Iteration 24F: 3 clusters Score -560802.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -243074.593750 Penalty: 1233.020264
	Iteration 0F: 2 clusters Score -243074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -241052.234375 Penalty: 2466.040527
	Iteration 0F: 3 clusters Score -241052.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -241517.875000 Penalty: 2466.040527
	Iteration 1F: 3 clusters Score -241517.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -241705.953125 Penalty: 2466.040527
	Iteration 2F: 3 clusters Score -241706 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -241867.687500 Penalty: 2466.040527
	Iteration 3F: 3 clusters Score -241867.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -241990.656250 Penalty: 2466.040527
	Iteration 4F: 3 clusters Score -241990.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -242077.078125 Penalty: 2466.040527
	Iteration 5F: 3 clusters Score -242077.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -242140.078125 Penalty: 2466.040527
	Iteration 6Q: 3 clusters Score -242140.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -242194.312500 Penalty: 2466.040527
	Iteration 7Q: 3 clusters Score -242194.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -242236.609375 Penalty: 2466.040527
	Iteration 8Q: 3 clusters Score -242236.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -242260.593750 Penalty: 2466.040527
	Iteration 9Q: 3 clusters Score -242260.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -242278.796875 Penalty: 2466.040527
	Iteration 10Q: 3 clusters Score -242278.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -242297.890625 Penalty: 2466.040527
	Iteration 11Q: 3 clusters Score -242297.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -242307.000000 Penalty: 2466.040527
	Iteration 12Q: 3 clusters Score -242307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -242318.250000 Penalty: 2466.040527
	Iteration 13Q: 3 clusters Score -242318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -242325.296875 Penalty: 2466.040527
	Iteration 14Q: 3 clusters Score -242325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -242330.078125 Penalty: 2466.040527
	Iteration 15Q: 3 clusters Score -242330.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -242334.843750 Penalty: 2466.040527
	Iteration 16Q: 3 clusters Score -242334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -242340.500000 Penalty: 2466.040527
	Iteration 17Q: 3 clusters Score -242340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -242343.843750 Penalty: 2466.040527
	Iteration 18Q: 3 clusters Score -242343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -242345.578125 Penalty: 2466.040527
	Iteration 19Q: 3 clusters Score -242345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -242346.843750 Penalty: 2466.040527
	Iteration 20F: 3 clusters Score -242346.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (97969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97969 members 
Entering Unmasked Estep 
Score: -12581611.000000 Penalty: 1867.516113
	Iteration 0F: 2 clusters Score -1.258161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -12519099.000000 Penalty: 3735.032227
	Iteration 0F: 3 clusters Score -1.25191e+07 nChanged 46939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -12546664.000000 Penalty: 3735.032227
	Iteration 1F: 3 clusters Score -1.254666e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -12547487.000000 Penalty: 3735.032227
	Iteration 2Q: 3 clusters Score -1.254749e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -12548615.000000 Penalty: 3735.032227
	Iteration 3Q: 3 clusters Score -1.254862e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -12550235.000000 Penalty: 3735.032227
	Iteration 4Q: 3 clusters Score -1.255024e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -12552849.000000 Penalty: 3735.032227
	Iteration 5Q: 3 clusters Score -1.255285e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -12556716.000000 Penalty: 3735.032227
	Iteration 6F: 3 clusters Score -1.255672e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -12561532.000000 Penalty: 3735.032227
	Iteration 7F: 3 clusters Score -1.256153e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -12566524.000000 Penalty: 3735.032227
	Iteration 8F: 3 clusters Score -1.256652e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -12570510.000000 Penalty: 3735.032227
	Iteration 9F: 3 clusters Score -1.257051e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -12572993.000000 Penalty: 3735.032227
	Iteration 10Q: 3 clusters Score -1.257299e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -12574308.000000 Penalty: 3735.032227
	Iteration 11Q: 3 clusters Score -1.257431e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -12575109.000000 Penalty: 3735.032227
	Iteration 12Q: 3 clusters Score -1.257511e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -12575567.000000 Penalty: 3735.032227
	Iteration 13Q: 3 clusters Score -1.257557e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -12575927.000000 Penalty: 3735.032227
	Iteration 14Q: 3 clusters Score -1.257593e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -12576172.000000 Penalty: 3735.032227
	Iteration 15Q: 3 clusters Score -1.257617e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -12576454.000000 Penalty: 3735.032227
	Iteration 16Q: 3 clusters Score -1.257645e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -12576629.000000 Penalty: 3735.032227
	Iteration 17Q: 3 clusters Score -1.257663e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -12576782.000000 Penalty: 3735.032227
	Iteration 18Q: 3 clusters Score -1.257678e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 85191 members 
Entering Unmasked Estep 
Score: -12576929.000000 Penalty: 3735.032227
	Iteration 19Q: 3 clusters Score -1.257693e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -12577067.000000 Penalty: 3735.032227
	Iteration 20F: 3 clusters Score -1.257707e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -12577173.000000 Penalty: 3735.032227
	Iteration 21Q: 3 clusters Score -1.257717e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -12577257.000000 Penalty: 3735.032227
	Iteration 22Q: 3 clusters Score -1.257726e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -12577315.000000 Penalty: 3735.032227
	Iteration 23Q: 3 clusters Score -1.257732e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -12577428.000000 Penalty: 3735.032227
	Iteration 24Q: 3 clusters Score -1.257743e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -12577492.000000 Penalty: 3735.032227
	Iteration 25Q: 3 clusters Score -1.257749e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -12577605.000000 Penalty: 3735.032227
	Iteration 26Q: 3 clusters Score -1.25776e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -12577692.000000 Penalty: 3735.032227
	Iteration 27Q: 3 clusters Score -1.257769e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -12577780.000000 Penalty: 3735.032227
	Iteration 28Q: 3 clusters Score -1.257778e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 89002 members 
Entering Unmasked Estep 
Score: -12577864.000000 Penalty: 3735.032227
	Iteration 29Q: 3 clusters Score -1.257786e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -12577950.000000 Penalty: 3735.032227
	Iteration 30Q: 3 clusters Score -1.257795e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -12578028.000000 Penalty: 3735.032227
	Iteration 31Q: 3 clusters Score -1.257803e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -12578105.000000 Penalty: 3735.032227
	Iteration 32Q: 3 clusters Score -1.25781e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -12578194.000000 Penalty: 3735.032227
	Iteration 33Q: 3 clusters Score -1.257819e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -12578246.000000 Penalty: 3735.032227
	Iteration 34Q: 3 clusters Score -1.257825e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -12578354.000000 Penalty: 3735.032227
	Iteration 35Q: 3 clusters Score -1.257835e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -12578473.000000 Penalty: 3735.032227
	Iteration 36Q: 3 clusters Score -1.257847e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 91218 members 
Entering Unmasked Estep 
Score: -12578540.000000 Penalty: 3735.032227
	Iteration 37Q: 3 clusters Score -1.257854e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -12578608.000000 Penalty: 3735.032227
	Iteration 38Q: 3 clusters Score -1.257861e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 91738 members 
Entering Unmasked Estep 
Score: -12578694.000000 Penalty: 3735.032227
	Iteration 39Q: 3 clusters Score -1.257869e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -12578763.000000 Penalty: 3735.032227
	Iteration 40F: 3 clusters Score -1.257876e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 92232 members 
Entering Unmasked Estep 
Score: -12578829.000000 Penalty: 3735.032227
	Iteration 41Q: 3 clusters Score -1.257883e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -12578893.000000 Penalty: 3735.032227
	Iteration 42Q: 3 clusters Score -1.257889e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 92721 members 
Entering Unmasked Estep 
Score: -12578996.000000 Penalty: 3735.032227
	Iteration 43Q: 3 clusters Score -1.2579e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -12579073.000000 Penalty: 3735.032227
	Iteration 44Q: 3 clusters Score -1.257907e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 93158 members 
Entering Unmasked Estep 
Score: -12579161.000000 Penalty: 3735.032227
	Iteration 45Q: 3 clusters Score -1.257916e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 93341 members 
Entering Unmasked Estep 
Score: -12579203.000000 Penalty: 3735.032227
	Iteration 46Q: 3 clusters Score -1.25792e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -12579258.000000 Penalty: 3735.032227
	Iteration 47Q: 3 clusters Score -1.257926e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -12579357.000000 Penalty: 3735.032227
	Iteration 48Q: 3 clusters Score -1.257936e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 93849 members 
Entering Unmasked Estep 
Score: -12579387.000000 Penalty: 3735.032227
	Iteration 49Q: 3 clusters Score -1.257939e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -12579432.000000 Penalty: 3735.032227
	Iteration 50Q: 3 clusters Score -1.257943e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 94105 members 
Entering Unmasked Estep 
Score: -12579454.000000 Penalty: 3735.032227
	Iteration 51Q: 3 clusters Score -1.257945e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -12579506.000000 Penalty: 3735.032227
	Iteration 52Q: 3 clusters Score -1.257951e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 94352 members 
Entering Unmasked Estep 
Score: -12579523.000000 Penalty: 3735.032227
	Iteration 53Q: 3 clusters Score -1.257952e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 94478 members 
Entering Unmasked Estep 
Score: -12579561.000000 Penalty: 3735.032227
	Iteration 54Q: 3 clusters Score -1.257956e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -12579628.000000 Penalty: 3735.032227
	Iteration 55Q: 3 clusters Score -1.257963e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 94739 members 
Entering Unmasked Estep 
Score: -12579642.000000 Penalty: 3735.032227
	Iteration 56Q: 3 clusters Score -1.257964e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -12579658.000000 Penalty: 3735.032227
	Iteration 57Q: 3 clusters Score -1.257966e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -12579704.000000 Penalty: 3735.032227
	Iteration 58Q: 3 clusters Score -1.25797e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -12579737.000000 Penalty: 3735.032227
	Iteration 59Q: 3 clusters Score -1.257974e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -12579771.000000 Penalty: 3735.032227
	Iteration 60F: 3 clusters Score -1.257977e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -12579807.000000 Penalty: 3735.032227
	Iteration 61Q: 3 clusters Score -1.257981e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -12579812.000000 Penalty: 3735.032227
	Iteration 62Q: 3 clusters Score -1.257981e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -12579849.000000 Penalty: 3735.032227
	Iteration 63Q: 3 clusters Score -1.257985e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -12579877.000000 Penalty: 3735.032227
	Iteration 64Q: 3 clusters Score -1.257988e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -12579913.000000 Penalty: 3735.032227
	Iteration 65Q: 3 clusters Score -1.257991e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -12579934.000000 Penalty: 3735.032227
	Iteration 66Q: 3 clusters Score -1.257993e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -12579974.000000 Penalty: 3735.032227
	Iteration 67Q: 3 clusters Score -1.257997e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -12579965.000000 Penalty: 3735.032227
	Iteration 68Q: 3 clusters Score -1.257996e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 95815 members 
Entering Unmasked Estep 
Score: -12579975.000000 Penalty: 3735.032227
	Iteration 69Q: 3 clusters Score -1.257998e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -12579992.000000 Penalty: 3735.032227
	Iteration 70Q: 3 clusters Score -1.257999e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 95901 members 
Entering Unmasked Estep 
Score: -12580000.000000 Penalty: 3735.032227
	Iteration 71Q: 3 clusters Score -1.258e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -12580005.000000 Penalty: 3735.032227
	Iteration 72Q: 3 clusters Score -1.258e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 95978 members 
Entering Unmasked Estep 
Score: -12580031.000000 Penalty: 3735.032227
	Iteration 73Q: 3 clusters Score -1.258003e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 96016 members 
Entering Unmasked Estep 
Score: -12580026.000000 Penalty: 3735.032227
	Iteration 74Q: 3 clusters Score -1.258003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 96050 members 
Entering Unmasked Estep 
Score: -12580061.000000 Penalty: 3735.032227
	Iteration 75Q: 3 clusters Score -1.258006e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -12580075.000000 Penalty: 3735.032227
	Iteration 76Q: 3 clusters Score -1.258008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -12580064.000000 Penalty: 3735.032227
	Iteration 77Q: 3 clusters Score -1.258006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -12580058.000000 Penalty: 3735.032227
	Iteration 78Q: 3 clusters Score -1.258006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -12580082.000000 Penalty: 3735.032227
	Iteration 79Q: 3 clusters Score -1.258008e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -12580107.000000 Penalty: 3735.032227
	Iteration 80F: 3 clusters Score -1.258011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -12580102.000000 Penalty: 3735.032227
	Iteration 81Q: 3 clusters Score -1.25801e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -12580096.000000 Penalty: 3735.032227
	Iteration 82Q: 3 clusters Score -1.25801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -12580103.000000 Penalty: 3735.032227
	Iteration 83Q: 3 clusters Score -1.25801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -12580073.000000 Penalty: 3735.032227
	Iteration 84Q: 3 clusters Score -1.258007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -12580094.000000 Penalty: 3735.032227
	Iteration 85Q: 3 clusters Score -1.258009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -12580105.000000 Penalty: 3735.032227
	Iteration 86Q: 3 clusters Score -1.25801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -12580095.000000 Penalty: 3735.032227
	Iteration 87Q: 3 clusters Score -1.25801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -12580114.000000 Penalty: 3735.032227
	Iteration 88Q: 3 clusters Score -1.258011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -12580123.000000 Penalty: 3735.032227
	Iteration 89Q: 3 clusters Score -1.258012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -12580123.000000 Penalty: 3735.032227
	Iteration 90Q: 3 clusters Score -1.258012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -12580125.000000 Penalty: 3735.032227
	Iteration 91Q: 3 clusters Score -1.258012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -12580123.000000 Penalty: 3735.032227
	Iteration 92Q: 3 clusters Score -1.258012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -12580134.000000 Penalty: 3735.032227
	Iteration 93Q: 3 clusters Score -1.258013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -12580124.000000 Penalty: 3735.032227
	Iteration 94Q: 3 clusters Score -1.258012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -12580120.000000 Penalty: 3735.032227
	Iteration 95Q: 3 clusters Score -1.258012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -12580124.000000 Penalty: 3735.032227
	Iteration 96Q: 3 clusters Score -1.258012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -12580127.000000 Penalty: 3735.032227
	Iteration 97Q: 3 clusters Score -1.258013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -12580123.000000 Penalty: 3735.032227
	Iteration 98Q: 3 clusters Score -1.258012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -12580114.000000 Penalty: 3735.032227
	Iteration 99Q: 3 clusters Score -1.258011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -12580116.000000 Penalty: 3735.032227
	Iteration 100F: 3 clusters Score -1.258012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -12580130.000000 Penalty: 3735.032227
	Iteration 101Q: 3 clusters Score -1.258013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -12580122.000000 Penalty: 3735.032227
	Iteration 102Q: 3 clusters Score -1.258012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -12580133.000000 Penalty: 3735.032227
	Iteration 103Q: 3 clusters Score -1.258013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 96430 members 
Entering Unmasked Estep 
Score: -12580126.000000 Penalty: 3735.032227
	Iteration 104Q: 3 clusters Score -1.258013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 96433 members 
Entering Unmasked Estep 
Score: -12580135.000000 Penalty: 3735.032227
	Iteration 105Q: 3 clusters Score -1.258014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -12580140.000000 Penalty: 3735.032227
	Iteration 106Q: 3 clusters Score -1.258014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -12580150.000000 Penalty: 3735.032227
	Iteration 107Q: 3 clusters Score -1.258015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -12580156.000000 Penalty: 3735.032227
	Iteration 108Q: 3 clusters Score -1.258016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 96450 members 
Entering Unmasked Estep 
Score: -12580155.000000 Penalty: 3735.032227
	Iteration 109Q: 3 clusters Score -1.258016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 96452 members 
Entering Unmasked Estep 
Score: -12580149.000000 Penalty: 3735.032227
	Iteration 110Q: 3 clusters Score -1.258015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -12580144.000000 Penalty: 3735.032227
	Iteration 111Q: 3 clusters Score -1.258014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 96458 members 
Entering Unmasked Estep 
Score: -12580149.000000 Penalty: 3735.032227
	Iteration 112Q: 3 clusters Score -1.258015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -12580155.000000 Penalty: 3735.032227
	Iteration 113Q: 3 clusters Score -1.258016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -12580164.000000 Penalty: 3735.032227
	Iteration 114Q: 3 clusters Score -1.258016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -12580160.000000 Penalty: 3735.032227
	Iteration 115Q: 3 clusters Score -1.258016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 96481 members 
Entering Unmasked Estep 
Score: -12580156.000000 Penalty: 3735.032227
	Iteration 116Q: 3 clusters Score -1.258016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -12580156.000000 Penalty: 3735.032227
	Iteration 117Q: 3 clusters Score -1.258016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 96491 members 
Entering Unmasked Estep 
Score: -12580160.000000 Penalty: 3735.032227
	Iteration 118Q: 3 clusters Score -1.258016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -12580157.000000 Penalty: 3735.032227
	Iteration 119Q: 3 clusters Score -1.258016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -12580154.000000 Penalty: 3735.032227
	Iteration 120F: 3 clusters Score -1.258015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -12580148.000000 Penalty: 3735.032227
	Iteration 121Q: 3 clusters Score -1.258015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -12580148.000000 Penalty: 3735.032227
	Iteration 122F: 3 clusters Score -1.258015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -31102.474609 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -31102.47 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 170 members 
Entering Unmasked Estep 
Score: -30334.978516 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -30334.98 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30628.562500 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -30628.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30717.767578 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -30717.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30743.210938 Penalty: 1896.313477
	Iteration 3Q: 3 clusters Score -30743.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30755.808594 Penalty: 1896.313477
	Iteration 4Q: 3 clusters Score -30755.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30759.437500 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -30759.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30759.437500 Penalty: 1896.313477
	Iteration 6F: 3 clusters Score -30759.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Entering Unmasked Estep 
Score: -7357429.500000 Penalty: 1779.981567
	Iteration 0F: 2 clusters Score -7357430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -7319316.500000 Penalty: 3559.963135
	Iteration 0F: 3 clusters Score -7319316 nChanged 27143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -7335014.500000 Penalty: 3559.963135
	Iteration 1F: 3 clusters Score -7335014 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -7335660.000000 Penalty: 3559.963135
	Iteration 2Q: 3 clusters Score -7335660 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -7336500.500000 Penalty: 3559.963135
	Iteration 3Q: 3 clusters Score -7336500 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -7337639.500000 Penalty: 3559.963135
	Iteration 4Q: 3 clusters Score -7337640 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -7339405.500000 Penalty: 3559.963135
	Iteration 5F: 3 clusters Score -7339406 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -7342201.000000 Penalty: 3559.963135
	Iteration 6F: 3 clusters Score -7342201 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -7345860.500000 Penalty: 3559.963135
	Iteration 7F: 3 clusters Score -7345860 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -7349775.000000 Penalty: 3559.963135
	Iteration 8F: 3 clusters Score -7349775 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7352783.500000 Penalty: 3559.963135
	Iteration 9F: 3 clusters Score -7352784 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7354397.500000 Penalty: 3559.963135
	Iteration 10Q: 3 clusters Score -7354398 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7355173.000000 Penalty: 3559.963135
	Iteration 11Q: 3 clusters Score -7355173 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7355535.000000 Penalty: 3559.963135
	Iteration 12Q: 3 clusters Score -7355535 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7355708.000000 Penalty: 3559.963135
	Iteration 13Q: 3 clusters Score -7355708 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7355790.500000 Penalty: 3559.963135
	Iteration 14Q: 3 clusters Score -7355790 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7355852.500000 Penalty: 3559.963135
	Iteration 15Q: 3 clusters Score -7355852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7355886.000000 Penalty: 3559.963135
	Iteration 16Q: 3 clusters Score -7355886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7355919.500000 Penalty: 3559.963135
	Iteration 17Q: 3 clusters Score -7355920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7355935.500000 Penalty: 3559.963135
	Iteration 18Q: 3 clusters Score -7355936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7355948.500000 Penalty: 3559.963135
	Iteration 19Q: 3 clusters Score -7355948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7355960.500000 Penalty: 3559.963135
	Iteration 20F: 3 clusters Score -7355960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7355972.000000 Penalty: 3559.963135
	Iteration 21Q: 3 clusters Score -7355972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7355980.500000 Penalty: 3559.963135
	Iteration 22Q: 3 clusters Score -7355980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7355985.500000 Penalty: 3559.963135
	Iteration 23Q: 3 clusters Score -7355986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7355984.000000 Penalty: 3559.963135
	Iteration 24Q: 3 clusters Score -7355984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7355994.000000 Penalty: 3559.963135
	Iteration 25Q: 3 clusters Score -7355994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7355985.000000 Penalty: 3559.963135
	Iteration 26Q: 3 clusters Score -7355985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7355989.000000 Penalty: 3559.963135
	Iteration 27Q: 3 clusters Score -7355989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7355991.500000 Penalty: 3559.963135
	Iteration 28Q: 3 clusters Score -7355992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7355991.500000 Penalty: 3559.963135
	Iteration 29Q: 3 clusters Score -7355992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7355994.000000 Penalty: 3559.963135
	Iteration 30Q: 3 clusters Score -7355994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7355994.000000 Penalty: 3559.963135
	Iteration 31F: 3 clusters Score -7355994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Entering Unmasked Estep 
Score: -9824662.000000 Penalty: 1826.623901
	Iteration 0F: 2 clusters Score -9824662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -9774820.000000 Penalty: 3653.247803
	Iteration 0F: 3 clusters Score -9774820 nChanged 36127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -9795472.000000 Penalty: 3653.247803
	Iteration 1F: 3 clusters Score -9795472 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -9796173.000000 Penalty: 3653.247803
	Iteration 2Q: 3 clusters Score -9796173 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -9797004.000000 Penalty: 3653.247803
	Iteration 3Q: 3 clusters Score -9797004 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -9797993.000000 Penalty: 3653.247803
	Iteration 4Q: 3 clusters Score -9797993 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -9799366.000000 Penalty: 3653.247803
	Iteration 5Q: 3 clusters Score -9799366 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -9801559.000000 Penalty: 3653.247803
	Iteration 6Q: 3 clusters Score -9801559 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -9804873.000000 Penalty: 3653.247803
	Iteration 7F: 3 clusters Score -9804873 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -9808695.000000 Penalty: 3653.247803
	Iteration 8F: 3 clusters Score -9808695 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -9811157.000000 Penalty: 3653.247803
	Iteration 9F: 3 clusters Score -9811157 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -9811960.000000 Penalty: 3653.247803
	Iteration 10Q: 3 clusters Score -9811960 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -9812279.000000 Penalty: 3653.247803
	Iteration 11Q: 3 clusters Score -9812279 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -9812370.000000 Penalty: 3653.247803
	Iteration 12Q: 3 clusters Score -9812370 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -9812533.000000 Penalty: 3653.247803
	Iteration 13Q: 3 clusters Score -9812533 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -9812684.000000 Penalty: 3653.247803
	Iteration 14Q: 3 clusters Score -9812684 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -9812737.000000 Penalty: 3653.247803
	Iteration 15Q: 3 clusters Score -9812737 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -9812821.000000 Penalty: 3653.247803
	Iteration 16Q: 3 clusters Score -9812821 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -9812948.000000 Penalty: 3653.247803
	Iteration 17Q: 3 clusters Score -9812948 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -9813064.000000 Penalty: 3653.247803
	Iteration 18Q: 3 clusters Score -9813064 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -9813192.000000 Penalty: 3653.247803
	Iteration 19Q: 3 clusters Score -9813192 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -9813313.000000 Penalty: 3653.247803
	Iteration 20F: 3 clusters Score -9813313 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -9813440.000000 Penalty: 3653.247803
	Iteration 21Q: 3 clusters Score -9813440 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -9813539.000000 Penalty: 3653.247803
	Iteration 22Q: 3 clusters Score -9813539 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -9813714.000000 Penalty: 3653.247803
	Iteration 23Q: 3 clusters Score -9813714 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -9813857.000000 Penalty: 3653.247803
	Iteration 24Q: 3 clusters Score -9813857 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -9813937.000000 Penalty: 3653.247803
	Iteration 25Q: 3 clusters Score -9813937 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -9814088.000000 Penalty: 3653.247803
	Iteration 26Q: 3 clusters Score -9814088 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -9814205.000000 Penalty: 3653.247803
	Iteration 27Q: 3 clusters Score -9814205 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -9814315.000000 Penalty: 3653.247803
	Iteration 28Q: 3 clusters Score -9814315 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -9814438.000000 Penalty: 3653.247803
	Iteration 29Q: 3 clusters Score -9814438 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -9814535.000000 Penalty: 3653.247803
	Iteration 30Q: 3 clusters Score -9814535 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -9814652.000000 Penalty: 3653.247803
	Iteration 31Q: 3 clusters Score -9814652 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -9814747.000000 Penalty: 3653.247803
	Iteration 32Q: 3 clusters Score -9814747 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -9814810.000000 Penalty: 3653.247803
	Iteration 33Q: 3 clusters Score -9814810 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -9814883.000000 Penalty: 3653.247803
	Iteration 34Q: 3 clusters Score -9814883 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -9814942.000000 Penalty: 3653.247803
	Iteration 35Q: 3 clusters Score -9814942 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -9814991.000000 Penalty: 3653.247803
	Iteration 36Q: 3 clusters Score -9814991 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -9815087.000000 Penalty: 3653.247803
	Iteration 37Q: 3 clusters Score -9815087 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -9815203.000000 Penalty: 3653.247803
	Iteration 38Q: 3 clusters Score -9815203 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -9815279.000000 Penalty: 3653.247803
	Iteration 39Q: 3 clusters Score -9815279 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -9815382.000000 Penalty: 3653.247803
	Iteration 40F: 3 clusters Score -9815382 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -9815451.000000 Penalty: 3653.247803
	Iteration 41Q: 3 clusters Score -9815451 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -9815546.000000 Penalty: 3653.247803
	Iteration 42Q: 3 clusters Score -9815546 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -9815676.000000 Penalty: 3653.247803
	Iteration 43Q: 3 clusters Score -9815676 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -9815735.000000 Penalty: 3653.247803
	Iteration 44Q: 3 clusters Score -9815735 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -9815878.000000 Penalty: 3653.247803
	Iteration 45Q: 3 clusters Score -9815878 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -9815995.000000 Penalty: 3653.247803
	Iteration 46Q: 3 clusters Score -9815995 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -9816145.000000 Penalty: 3653.247803
	Iteration 47Q: 3 clusters Score -9816145 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -9816304.000000 Penalty: 3653.247803
	Iteration 48Q: 3 clusters Score -9816304 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -9816430.000000 Penalty: 3653.247803
	Iteration 49Q: 3 clusters Score -9816430 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -9816583.000000 Penalty: 3653.247803
	Iteration 50Q: 3 clusters Score -9816583 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -9816701.000000 Penalty: 3653.247803
	Iteration 51Q: 3 clusters Score -9816701 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -9816866.000000 Penalty: 3653.247803
	Iteration 52Q: 3 clusters Score -9816866 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -9817137.000000 Penalty: 3653.247803
	Iteration 53Q: 3 clusters Score -9817137 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -9817399.000000 Penalty: 3653.247803
	Iteration 54Q: 3 clusters Score -9817399 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -9817603.000000 Penalty: 3653.247803
	Iteration 55Q: 3 clusters Score -9817603 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -9817931.000000 Penalty: 3653.247803
	Iteration 56Q: 3 clusters Score -9817931 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -9818325.000000 Penalty: 3653.247803
	Iteration 57Q: 3 clusters Score -9818325 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -9818858.000000 Penalty: 3653.247803
	Iteration 58Q: 3 clusters Score -9818858 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -9819406.000000 Penalty: 3653.247803
	Iteration 59Q: 3 clusters Score -9819406 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -9819936.000000 Penalty: 3653.247803
	Iteration 60F: 3 clusters Score -9819936 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -9820386.000000 Penalty: 3653.247803
	Iteration 61Q: 3 clusters Score -9820386 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -9820789.000000 Penalty: 3653.247803
	Iteration 62Q: 3 clusters Score -9820789 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -9821214.000000 Penalty: 3653.247803
	Iteration 63Q: 3 clusters Score -9821214 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -9821644.000000 Penalty: 3653.247803
	Iteration 64Q: 3 clusters Score -9821644 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -9822030.000000 Penalty: 3653.247803
	Iteration 65Q: 3 clusters Score -9822030 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -9822271.000000 Penalty: 3653.247803
	Iteration 66Q: 3 clusters Score -9822271 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -9822557.000000 Penalty: 3653.247803
	Iteration 67Q: 3 clusters Score -9822557 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -9822677.000000 Penalty: 3653.247803
	Iteration 68Q: 3 clusters Score -9822677 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -9822831.000000 Penalty: 3653.247803
	Iteration 69Q: 3 clusters Score -9822831 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -9822938.000000 Penalty: 3653.247803
	Iteration 70Q: 3 clusters Score -9822938 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -9823027.000000 Penalty: 3653.247803
	Iteration 71Q: 3 clusters Score -9823027 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -9823115.000000 Penalty: 3653.247803
	Iteration 72Q: 3 clusters Score -9823115 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -9823143.000000 Penalty: 3653.247803
	Iteration 73Q: 3 clusters Score -9823143 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -9823150.000000 Penalty: 3653.247803
	Iteration 74Q: 3 clusters Score -9823150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -9823163.000000 Penalty: 3653.247803
	Iteration 75Q: 3 clusters Score -9823163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -9823174.000000 Penalty: 3653.247803
	Iteration 76Q: 3 clusters Score -9823174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -9823193.000000 Penalty: 3653.247803
	Iteration 77Q: 3 clusters Score -9823193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -9823218.000000 Penalty: 3653.247803
	Iteration 78Q: 3 clusters Score -9823218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -9823223.000000 Penalty: 3653.247803
	Iteration 79Q: 3 clusters Score -9823223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -9823222.000000 Penalty: 3653.247803
	Iteration 80F: 3 clusters Score -9823222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -9823221.000000 Penalty: 3653.247803
	Iteration 81Q: 3 clusters Score -9823221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -9823230.000000 Penalty: 3653.247803
	Iteration 82Q: 3 clusters Score -9823230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -9823232.000000 Penalty: 3653.247803
	Iteration 83Q: 3 clusters Score -9823232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -9823229.000000 Penalty: 3653.247803
	Iteration 84Q: 3 clusters Score -9823229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -9823227.000000 Penalty: 3653.247803
	Iteration 85Q: 3 clusters Score -9823227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -9823228.000000 Penalty: 3653.247803
	Iteration 86Q: 3 clusters Score -9823228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -9823228.000000 Penalty: 3653.247803
	Iteration 87F: 3 clusters Score -9823228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Entering Unmasked Estep 
Score: -1425832.500000 Penalty: 1514.689453
	Iteration 0F: 2 clusters Score -1425832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1417905.375000 Penalty: 3029.378906
	Iteration 0F: 3 clusters Score -1417905 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1420567.500000 Penalty: 3029.378906
	Iteration 1F: 3 clusters Score -1420568 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1420831.125000 Penalty: 3029.378906
	Iteration 2F: 3 clusters Score -1420831 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1421038.375000 Penalty: 3029.378906
	Iteration 3Q: 3 clusters Score -1421038 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1421224.500000 Penalty: 3029.378906
	Iteration 4Q: 3 clusters Score -1421224 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1421397.375000 Penalty: 3029.378906
	Iteration 5Q: 3 clusters Score -1421397 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1421591.875000 Penalty: 3029.378906
	Iteration 6Q: 3 clusters Score -1421592 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1421776.125000 Penalty: 3029.378906
	Iteration 7Q: 3 clusters Score -1421776 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1421969.125000 Penalty: 3029.378906
	Iteration 8Q: 3 clusters Score -1421969 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1422149.875000 Penalty: 3029.378906
	Iteration 9Q: 3 clusters Score -1422150 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1422355.000000 Penalty: 3029.378906
	Iteration 10Q: 3 clusters Score -1422355 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1422594.625000 Penalty: 3029.378906
	Iteration 11Q: 3 clusters Score -1422595 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1422865.625000 Penalty: 3029.378906
	Iteration 12Q: 3 clusters Score -1422866 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1423144.125000 Penalty: 3029.378906
	Iteration 13Q: 3 clusters Score -1423144 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1423369.750000 Penalty: 3029.378906
	Iteration 14Q: 3 clusters Score -1423370 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1423536.875000 Penalty: 3029.378906
	Iteration 15Q: 3 clusters Score -1423537 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1423646.875000 Penalty: 3029.378906
	Iteration 16Q: 3 clusters Score -1423647 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1423705.750000 Penalty: 3029.378906
	Iteration 17Q: 3 clusters Score -1423706 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1423752.875000 Penalty: 3029.378906
	Iteration 18Q: 3 clusters Score -1423753 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1423783.750000 Penalty: 3029.378906
	Iteration 19Q: 3 clusters Score -1423784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1423827.375000 Penalty: 3029.378906
	Iteration 20F: 3 clusters Score -1423827 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1423859.125000 Penalty: 3029.378906
	Iteration 21Q: 3 clusters Score -1423859 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1423882.000000 Penalty: 3029.378906
	Iteration 22Q: 3 clusters Score -1423882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1423894.500000 Penalty: 3029.378906
	Iteration 23Q: 3 clusters Score -1423894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1423916.375000 Penalty: 3029.378906
	Iteration 24Q: 3 clusters Score -1423916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1423934.875000 Penalty: 3029.378906
	Iteration 25Q: 3 clusters Score -1423935 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1423954.250000 Penalty: 3029.378906
	Iteration 26Q: 3 clusters Score -1423954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1423971.000000 Penalty: 3029.378906
	Iteration 27Q: 3 clusters Score -1423971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1423980.625000 Penalty: 3029.378906
	Iteration 28Q: 3 clusters Score -1423981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1423991.375000 Penalty: 3029.378906
	Iteration 29Q: 3 clusters Score -1423991 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1424006.750000 Penalty: 3029.378906
	Iteration 30Q: 3 clusters Score -1424007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1424016.625000 Penalty: 3029.378906
	Iteration 31Q: 3 clusters Score -1424017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1424020.500000 Penalty: 3029.378906
	Iteration 32Q: 3 clusters Score -1424020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1424034.375000 Penalty: 3029.378906
	Iteration 33Q: 3 clusters Score -1424034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1424040.750000 Penalty: 3029.378906
	Iteration 34Q: 3 clusters Score -1424041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1424053.250000 Penalty: 3029.378906
	Iteration 35Q: 3 clusters Score -1424053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1424066.375000 Penalty: 3029.378906
	Iteration 36Q: 3 clusters Score -1424066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1424076.125000 Penalty: 3029.378906
	Iteration 37Q: 3 clusters Score -1424076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1424087.000000 Penalty: 3029.378906
	Iteration 38Q: 3 clusters Score -1424087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1424103.500000 Penalty: 3029.378906
	Iteration 39Q: 3 clusters Score -1424104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1424113.750000 Penalty: 3029.378906
	Iteration 40F: 3 clusters Score -1424114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1424123.875000 Penalty: 3029.378906
	Iteration 41Q: 3 clusters Score -1424124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1424132.250000 Penalty: 3029.378906
	Iteration 42Q: 3 clusters Score -1424132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1424139.375000 Penalty: 3029.378906
	Iteration 43Q: 3 clusters Score -1424139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1424146.375000 Penalty: 3029.378906
	Iteration 44Q: 3 clusters Score -1424146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1424147.250000 Penalty: 3029.378906
	Iteration 45Q: 3 clusters Score -1424147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1424146.250000 Penalty: 3029.378906
	Iteration 46Q: 3 clusters Score -1424146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1424146.750000 Penalty: 3029.378906
	Iteration 47Q: 3 clusters Score -1424147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1424149.000000 Penalty: 3029.378906
	Iteration 48Q: 3 clusters Score -1424149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1424147.500000 Penalty: 3029.378906
	Iteration 49Q: 3 clusters Score -1424148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1424155.625000 Penalty: 3029.378906
	Iteration 50Q: 3 clusters Score -1424156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1424157.000000 Penalty: 3029.378906
	Iteration 51Q: 3 clusters Score -1424157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1424161.875000 Penalty: 3029.378906
	Iteration 52Q: 3 clusters Score -1424162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1424167.000000 Penalty: 3029.378906
	Iteration 53Q: 3 clusters Score -1424167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1424168.875000 Penalty: 3029.378906
	Iteration 54Q: 3 clusters Score -1424169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1424170.250000 Penalty: 3029.378906
	Iteration 55Q: 3 clusters Score -1424170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1424173.125000 Penalty: 3029.378906
	Iteration 56Q: 3 clusters Score -1424173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1424178.125000 Penalty: 3029.378906
	Iteration 57Q: 3 clusters Score -1424178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1424177.500000 Penalty: 3029.378906
	Iteration 58Q: 3 clusters Score -1424178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1424185.000000 Penalty: 3029.378906
	Iteration 59Q: 3 clusters Score -1424185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1424187.125000 Penalty: 3029.378906
	Iteration 60F: 3 clusters Score -1424187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1424194.375000 Penalty: 3029.378906
	Iteration 61Q: 3 clusters Score -1424194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1424199.000000 Penalty: 3029.378906
	Iteration 62Q: 3 clusters Score -1424199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1424205.250000 Penalty: 3029.378906
	Iteration 63Q: 3 clusters Score -1424205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1424207.500000 Penalty: 3029.378906
	Iteration 64Q: 3 clusters Score -1424208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1424214.125000 Penalty: 3029.378906
	Iteration 65Q: 3 clusters Score -1424214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1424224.875000 Penalty: 3029.378906
	Iteration 66Q: 3 clusters Score -1424225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1424241.125000 Penalty: 3029.378906
	Iteration 67Q: 3 clusters Score -1424241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1424248.000000 Penalty: 3029.378906
	Iteration 68Q: 3 clusters Score -1424248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1424258.250000 Penalty: 3029.378906
	Iteration 69Q: 3 clusters Score -1424258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1424282.125000 Penalty: 3029.378906
	Iteration 70Q: 3 clusters Score -1424282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1424304.375000 Penalty: 3029.378906
	Iteration 71Q: 3 clusters Score -1424304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1424331.625000 Penalty: 3029.378906
	Iteration 72Q: 3 clusters Score -1424332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1424347.750000 Penalty: 3029.378906
	Iteration 73Q: 3 clusters Score -1424348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1424358.875000 Penalty: 3029.378906
	Iteration 74Q: 3 clusters Score -1424359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1424373.375000 Penalty: 3029.378906
	Iteration 75Q: 3 clusters Score -1424373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1424381.750000 Penalty: 3029.378906
	Iteration 76Q: 3 clusters Score -1424382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1424388.375000 Penalty: 3029.378906
	Iteration 77Q: 3 clusters Score -1424388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1424394.250000 Penalty: 3029.378906
	Iteration 78Q: 3 clusters Score -1424394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1424398.375000 Penalty: 3029.378906
	Iteration 79Q: 3 clusters Score -1424398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1424400.250000 Penalty: 3029.378906
	Iteration 80F: 3 clusters Score -1424400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1424404.000000 Penalty: 3029.378906
	Iteration 81Q: 3 clusters Score -1424404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1424408.875000 Penalty: 3029.378906
	Iteration 82Q: 3 clusters Score -1424409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1424409.750000 Penalty: 3029.378906
	Iteration 83Q: 3 clusters Score -1424410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1424411.750000 Penalty: 3029.378906
	Iteration 84Q: 3 clusters Score -1424412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1424411.500000 Penalty: 3029.378906
	Iteration 85Q: 3 clusters Score -1424412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1424409.750000 Penalty: 3029.378906
	Iteration 86Q: 3 clusters Score -1424410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1424410.125000 Penalty: 3029.378906
	Iteration 87Q: 3 clusters Score -1424410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1424411.625000 Penalty: 3029.378906
	Iteration 88Q: 3 clusters Score -1424412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1424411.625000 Penalty: 3029.378906
	Iteration 89F: 3 clusters Score -1424412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -15923.520508 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -15923.52 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 124 members 
Entering Unmasked Estep 
Score: -15224.507812 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -15224.51 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15517.537109 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -15517.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15668.623047 Penalty: 1797.064453
	Iteration 2F: 3 clusters Score -15668.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15737.945312 Penalty: 1797.064453
	Iteration 3Q: 3 clusters Score -15737.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15753.730469 Penalty: 1797.064453
	Iteration 4Q: 3 clusters Score -15753.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15761.050781 Penalty: 1797.064453
	Iteration 5Q: 3 clusters Score -15761.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15762.286133 Penalty: 1797.064453
	Iteration 6Q: 3 clusters Score -15762.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15774.800781 Penalty: 1797.064453
	Iteration 7Q: 3 clusters Score -15774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15774.800781 Penalty: 1797.064453
	Iteration 8F: 3 clusters Score -15774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Entering Unmasked Estep 
Score: -5192566.500000 Penalty: 1723.046387
	Iteration 0F: 2 clusters Score -5192566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5165464.500000 Penalty: 3446.092773
	Iteration 0F: 3 clusters Score -5165464 nChanged 18845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -5176801.500000 Penalty: 3446.092773
	Iteration 1F: 3 clusters Score -5176802 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -5178201.500000 Penalty: 3446.092773
	Iteration 2F: 3 clusters Score -5178202 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -5180373.500000 Penalty: 3446.092773
	Iteration 3F: 3 clusters Score -5180374 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -5183362.500000 Penalty: 3446.092773
	Iteration 4F: 3 clusters Score -5183362 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -5186480.000000 Penalty: 3446.092773
	Iteration 5F: 3 clusters Score -5186480 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -5188773.500000 Penalty: 3446.092773
	Iteration 6F: 3 clusters Score -5188774 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -5190076.000000 Penalty: 3446.092773
	Iteration 7Q: 3 clusters Score -5190076 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -5190646.000000 Penalty: 3446.092773
	Iteration 8Q: 3 clusters Score -5190646 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -5190916.000000 Penalty: 3446.092773
	Iteration 9Q: 3 clusters Score -5190916 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -5191063.000000 Penalty: 3446.092773
	Iteration 10Q: 3 clusters Score -5191063 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5191143.000000 Penalty: 3446.092773
	Iteration 11Q: 3 clusters Score -5191143 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -5191202.500000 Penalty: 3446.092773
	Iteration 12Q: 3 clusters Score -5191202 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -5191244.000000 Penalty: 3446.092773
	Iteration 13Q: 3 clusters Score -5191244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5191270.500000 Penalty: 3446.092773
	Iteration 14Q: 3 clusters Score -5191270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5191284.000000 Penalty: 3446.092773
	Iteration 15Q: 3 clusters Score -5191284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -5191291.500000 Penalty: 3446.092773
	Iteration 16Q: 3 clusters Score -5191292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5191309.000000 Penalty: 3446.092773
	Iteration 17Q: 3 clusters Score -5191309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5191312.500000 Penalty: 3446.092773
	Iteration 18Q: 3 clusters Score -5191312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -5191315.000000 Penalty: 3446.092773
	Iteration 19Q: 3 clusters Score -5191315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -5191314.500000 Penalty: 3446.092773
	Iteration 20F: 3 clusters Score -5191314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -5191314.000000 Penalty: 3446.092773
	Iteration 21Q: 3 clusters Score -5191314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -5191315.000000 Penalty: 3446.092773
	Iteration 22Q: 3 clusters Score -5191315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5191318.500000 Penalty: 3446.092773
	Iteration 23Q: 3 clusters Score -5191318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5191323.500000 Penalty: 3446.092773
	Iteration 24Q: 3 clusters Score -5191324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5191326.500000 Penalty: 3446.092773
	Iteration 25Q: 3 clusters Score -5191326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -5191332.500000 Penalty: 3446.092773
	Iteration 26Q: 3 clusters Score -5191332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -5191331.000000 Penalty: 3446.092773
	Iteration 27Q: 3 clusters Score -5191331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5191327.000000 Penalty: 3446.092773
	Iteration 28Q: 3 clusters Score -5191327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5191325.500000 Penalty: 3446.092773
	Iteration 29Q: 3 clusters Score -5191326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -5191333.000000 Penalty: 3446.092773
	Iteration 30Q: 3 clusters Score -5191333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -5191331.500000 Penalty: 3446.092773
	Iteration 31Q: 3 clusters Score -5191332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -5191337.000000 Penalty: 3446.092773
	Iteration 32Q: 3 clusters Score -5191337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -5191345.000000 Penalty: 3446.092773
	Iteration 33Q: 3 clusters Score -5191345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5191354.500000 Penalty: 3446.092773
	Iteration 34Q: 3 clusters Score -5191354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5191355.500000 Penalty: 3446.092773
	Iteration 35Q: 3 clusters Score -5191356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -5191365.500000 Penalty: 3446.092773
	Iteration 36Q: 3 clusters Score -5191366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5191363.500000 Penalty: 3446.092773
	Iteration 37Q: 3 clusters Score -5191364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5191363.500000 Penalty: 3446.092773
	Iteration 38F: 3 clusters Score -5191364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Entering Unmasked Estep 
Score: -2998647.750000 Penalty: 1633.315796
	Iteration 0F: 2 clusters Score -2998648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2983045.750000 Penalty: 3266.631592
	Iteration 0F: 3 clusters Score -2983046 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2988744.750000 Penalty: 3266.631592
	Iteration 1F: 3 clusters Score -2988745 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2989106.500000 Penalty: 3266.631592
	Iteration 2Q: 3 clusters Score -2989106 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2989442.000000 Penalty: 3266.631592
	Iteration 3Q: 3 clusters Score -2989442 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2989855.000000 Penalty: 3266.631592
	Iteration 4Q: 3 clusters Score -2989855 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2990389.500000 Penalty: 3266.631592
	Iteration 5Q: 3 clusters Score -2990390 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2991141.250000 Penalty: 3266.631592
	Iteration 6F: 3 clusters Score -2991141 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2992217.500000 Penalty: 3266.631592
	Iteration 7F: 3 clusters Score -2992218 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2993522.250000 Penalty: 3266.631592
	Iteration 8F: 3 clusters Score -2993522 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2994779.000000 Penalty: 3266.631592
	Iteration 9F: 3 clusters Score -2994779 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2995753.000000 Penalty: 3266.631592
	Iteration 10Q: 3 clusters Score -2995753 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2996350.000000 Penalty: 3266.631592
	Iteration 11Q: 3 clusters Score -2996350 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2996757.250000 Penalty: 3266.631592
	Iteration 12Q: 3 clusters Score -2996757 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2997013.250000 Penalty: 3266.631592
	Iteration 13Q: 3 clusters Score -2997013 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2997161.250000 Penalty: 3266.631592
	Iteration 14Q: 3 clusters Score -2997161 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2997238.750000 Penalty: 3266.631592
	Iteration 15Q: 3 clusters Score -2997239 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2997277.500000 Penalty: 3266.631592
	Iteration 16Q: 3 clusters Score -2997278 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2997312.250000 Penalty: 3266.631592
	Iteration 17Q: 3 clusters Score -2997312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2997350.250000 Penalty: 3266.631592
	Iteration 18Q: 3 clusters Score -2997350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2997375.250000 Penalty: 3266.631592
	Iteration 19Q: 3 clusters Score -2997375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2997392.750000 Penalty: 3266.631592
	Iteration 20F: 3 clusters Score -2997393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2997416.750000 Penalty: 3266.631592
	Iteration 21Q: 3 clusters Score -2997417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2997431.750000 Penalty: 3266.631592
	Iteration 22Q: 3 clusters Score -2997432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2997440.500000 Penalty: 3266.631592
	Iteration 23Q: 3 clusters Score -2997440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2997449.500000 Penalty: 3266.631592
	Iteration 24Q: 3 clusters Score -2997450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2997455.250000 Penalty: 3266.631592
	Iteration 25Q: 3 clusters Score -2997455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2997455.250000 Penalty: 3266.631592
	Iteration 26Q: 3 clusters Score -2997455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2997458.000000 Penalty: 3266.631592
	Iteration 27Q: 3 clusters Score -2997458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2997458.500000 Penalty: 3266.631592
	Iteration 28Q: 3 clusters Score -2997458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2997459.750000 Penalty: 3266.631592
	Iteration 29Q: 3 clusters Score -2997460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2997461.000000 Penalty: 3266.631592
	Iteration 30Q: 3 clusters Score -2997461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2997462.750000 Penalty: 3266.631592
	Iteration 31Q: 3 clusters Score -2997463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2997457.250000 Penalty: 3266.631592
	Iteration 32Q: 3 clusters Score -2997457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2997457.750000 Penalty: 3266.631592
	Iteration 33Q: 3 clusters Score -2997458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2997455.000000 Penalty: 3266.631592
	Iteration 34Q: 3 clusters Score -2997455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2997457.250000 Penalty: 3266.631592
	Iteration 35Q: 3 clusters Score -2997457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2997454.000000 Penalty: 3266.631592
	Iteration 36Q: 3 clusters Score -2997454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2997459.250000 Penalty: 3266.631592
	Iteration 37Q: 3 clusters Score -2997459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2997458.000000 Penalty: 3266.631592
	Iteration 38Q: 3 clusters Score -2997458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2997457.250000 Penalty: 3266.631592
	Iteration 39Q: 3 clusters Score -2997457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2997457.250000 Penalty: 3266.631592
	Iteration 40F: 3 clusters Score -2997457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -18831.861328 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18831.86 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 111 members 
Entering Unmasked Estep 
Score: -18186.111328 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -18186.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18409.705078 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -18409.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18466.347656 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -18466.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18529.433594 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18529.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18552.736328 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18552.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18556.281250 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -18556.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18556.281250 Penalty: 1737.809937
	Iteration 6F: 3 clusters Score -18556.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -28973.824219 Penalty: 907.927917
	Iteration 0F: 2 clusters Score -28973.82 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 130 members 
Entering Unmasked Estep 
Score: -28188.179688 Penalty: 1815.855835
	Iteration 0F: 3 clusters Score -28188.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28273.916016 Penalty: 1815.855835
	Iteration 1F: 3 clusters Score -28273.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28330.841797 Penalty: 1815.855835
	Iteration 2F: 3 clusters Score -28330.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28348.861328 Penalty: 1815.855835
	Iteration 3Q: 3 clusters Score -28348.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28359.267578 Penalty: 1815.855835
	Iteration 4Q: 3 clusters Score -28359.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28366.087891 Penalty: 1815.855835
	Iteration 5Q: 3 clusters Score -28366.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28370.734375 Penalty: 1815.855835
	Iteration 6Q: 3 clusters Score -28370.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28371.482422 Penalty: 1815.855835
	Iteration 7Q: 3 clusters Score -28371.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28372.820312 Penalty: 1815.855835
	Iteration 8Q: 3 clusters Score -28372.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28372.820312 Penalty: 1815.855835
	Iteration 9F: 3 clusters Score -28372.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1861087.000000 Penalty: 1556.058960
	Iteration 0F: 2 clusters Score -1861087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1851038.250000 Penalty: 3112.117920
	Iteration 0F: 3 clusters Score -1851038 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1854515.875000 Penalty: 3112.117920
	Iteration 1F: 3 clusters Score -1854516 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1854844.125000 Penalty: 3112.117920
	Iteration 2F: 3 clusters Score -1854844 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1855146.250000 Penalty: 3112.117920
	Iteration 3Q: 3 clusters Score -1855146 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1855491.250000 Penalty: 3112.117920
	Iteration 4Q: 3 clusters Score -1855491 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1855949.750000 Penalty: 3112.117920
	Iteration 5F: 3 clusters Score -1855950 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1856561.875000 Penalty: 3112.117920
	Iteration 6F: 3 clusters Score -1856562 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1857287.375000 Penalty: 3112.117920
	Iteration 7F: 3 clusters Score -1857287 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1857999.250000 Penalty: 3112.117920
	Iteration 8F: 3 clusters Score -1857999 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1858581.500000 Penalty: 3112.117920
	Iteration 9Q: 3 clusters Score -1858582 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1858994.375000 Penalty: 3112.117920
	Iteration 10Q: 3 clusters Score -1858994 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1859325.750000 Penalty: 3112.117920
	Iteration 11Q: 3 clusters Score -1859326 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1859527.500000 Penalty: 3112.117920
	Iteration 12Q: 3 clusters Score -1859528 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1859651.500000 Penalty: 3112.117920
	Iteration 13Q: 3 clusters Score -1859652 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1859734.625000 Penalty: 3112.117920
	Iteration 14Q: 3 clusters Score -1859735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1859772.125000 Penalty: 3112.117920
	Iteration 15Q: 3 clusters Score -1859772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1859792.875000 Penalty: 3112.117920
	Iteration 16Q: 3 clusters Score -1859793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1859808.500000 Penalty: 3112.117920
	Iteration 17Q: 3 clusters Score -1859808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1859810.625000 Penalty: 3112.117920
	Iteration 18Q: 3 clusters Score -1859811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1859819.625000 Penalty: 3112.117920
	Iteration 19Q: 3 clusters Score -1859820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1859820.500000 Penalty: 3112.117920
	Iteration 20F: 3 clusters Score -1859820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1859821.875000 Penalty: 3112.117920
	Iteration 21Q: 3 clusters Score -1859822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1859829.625000 Penalty: 3112.117920
	Iteration 22Q: 3 clusters Score -1859830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1859830.875000 Penalty: 3112.117920
	Iteration 23Q: 3 clusters Score -1859831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1859833.625000 Penalty: 3112.117920
	Iteration 24Q: 3 clusters Score -1859834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1859835.250000 Penalty: 3112.117920
	Iteration 25Q: 3 clusters Score -1859835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1859837.625000 Penalty: 3112.117920
	Iteration 26Q: 3 clusters Score -1859838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1859837.625000 Penalty: 3112.117920
	Iteration 27F: 3 clusters Score -1859838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (83192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Entering Unmasked Estep 
Score: -10719535.000000 Penalty: 1840.947266
	Iteration 0F: 2 clusters Score -1.071954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -10665577.000000 Penalty: 3681.894531
	Iteration 0F: 3 clusters Score -1.066558e+07 nChanged 39729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -10688228.000000 Penalty: 3681.894531
	Iteration 1F: 3 clusters Score -1.068823e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -10689008.000000 Penalty: 3681.894531
	Iteration 2Q: 3 clusters Score -1.068901e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -10690223.000000 Penalty: 3681.894531
	Iteration 3Q: 3 clusters Score -1.069022e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -10692174.000000 Penalty: 3681.894531
	Iteration 4F: 3 clusters Score -1.069217e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -10695338.000000 Penalty: 3681.894531
	Iteration 5F: 3 clusters Score -1.069534e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -10700635.000000 Penalty: 3681.894531
	Iteration 6F: 3 clusters Score -1.070064e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -10707342.000000 Penalty: 3681.894531
	Iteration 7F: 3 clusters Score -1.070734e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -10713071.000000 Penalty: 3681.894531
	Iteration 8F: 3 clusters Score -1.071307e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -10716055.000000 Penalty: 3681.894531
	Iteration 9Q: 3 clusters Score -1.071606e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10717208.000000 Penalty: 3681.894531
	Iteration 10Q: 3 clusters Score -1.071721e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10717555.000000 Penalty: 3681.894531
	Iteration 11Q: 3 clusters Score -1.071756e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82927 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10717686.000000 Penalty: 3681.894531
	Iteration 12Q: 3 clusters Score -1.071769e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10717745.000000 Penalty: 3681.894531
	Iteration 13Q: 3 clusters Score -1.071774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10717791.000000 Penalty: 3681.894531
	Iteration 14Q: 3 clusters Score -1.071779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10717833.000000 Penalty: 3681.894531
	Iteration 15Q: 3 clusters Score -1.071783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10717849.000000 Penalty: 3681.894531
	Iteration 16Q: 3 clusters Score -1.071785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10717854.000000 Penalty: 3681.894531
	Iteration 17Q: 3 clusters Score -1.071785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10717865.000000 Penalty: 3681.894531
	Iteration 18Q: 3 clusters Score -1.071786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10717865.000000 Penalty: 3681.894531
	Iteration 19Q: 3 clusters Score -1.071786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10717869.000000 Penalty: 3681.894531
	Iteration 20F: 3 clusters Score -1.071787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (100671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Entering Unmasked Estep 
Score: -12902855.000000 Penalty: 1871.937134
	Iteration 0F: 2 clusters Score -1.290286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -12837489.000000 Penalty: 3743.874268
	Iteration 0F: 3 clusters Score -1.283749e+07 nChanged 48231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -12865054.000000 Penalty: 3743.874268
	Iteration 1F: 3 clusters Score -1.286505e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -12865537.000000 Penalty: 3743.874268
	Iteration 2Q: 3 clusters Score -1.286554e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -12866060.000000 Penalty: 3743.874268
	Iteration 3Q: 3 clusters Score -1.286606e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -12866656.000000 Penalty: 3743.874268
	Iteration 4Q: 3 clusters Score -1.286666e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -12867306.000000 Penalty: 3743.874268
	Iteration 5Q: 3 clusters Score -1.286731e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -12868133.000000 Penalty: 3743.874268
	Iteration 6Q: 3 clusters Score -1.286813e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -12869466.000000 Penalty: 3743.874268
	Iteration 7Q: 3 clusters Score -1.286947e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -12871424.000000 Penalty: 3743.874268
	Iteration 8Q: 3 clusters Score -1.287142e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -12874446.000000 Penalty: 3743.874268
	Iteration 9F: 3 clusters Score -1.287445e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -12878901.000000 Penalty: 3743.874268
	Iteration 10F: 3 clusters Score -1.28789e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -12884223.000000 Penalty: 3743.874268
	Iteration 11F: 3 clusters Score -1.288422e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -12888481.000000 Penalty: 3743.874268
	Iteration 12F: 3 clusters Score -1.288848e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -12890758.000000 Penalty: 3743.874268
	Iteration 13Q: 3 clusters Score -1.289076e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -12891927.000000 Penalty: 3743.874268
	Iteration 14Q: 3 clusters Score -1.289193e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -12892860.000000 Penalty: 3743.874268
	Iteration 15Q: 3 clusters Score -1.289286e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -12893639.000000 Penalty: 3743.874268
	Iteration 16Q: 3 clusters Score -1.289364e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -12894439.000000 Penalty: 3743.874268
	Iteration 17Q: 3 clusters Score -1.289444e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -12895313.000000 Penalty: 3743.874268
	Iteration 18Q: 3 clusters Score -1.289531e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -12896109.000000 Penalty: 3743.874268
	Iteration 19Q: 3 clusters Score -1.289611e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -12896857.000000 Penalty: 3743.874268
	Iteration 20F: 3 clusters Score -1.289686e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -12897561.000000 Penalty: 3743.874268
	Iteration 21Q: 3 clusters Score -1.289756e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -12898247.000000 Penalty: 3743.874268
	Iteration 22Q: 3 clusters Score -1.289825e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93163 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -12898918.000000 Penalty: 3743.874268
	Iteration 23Q: 3 clusters Score -1.289892e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -12899519.000000 Penalty: 3743.874268
	Iteration 24Q: 3 clusters Score -1.289952e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -12899943.000000 Penalty: 3743.874268
	Iteration 25Q: 3 clusters Score -1.289994e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -12900377.000000 Penalty: 3743.874268
	Iteration 26Q: 3 clusters Score -1.290038e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -12900633.000000 Penalty: 3743.874268
	Iteration 27Q: 3 clusters Score -1.290063e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -12900866.000000 Penalty: 3743.874268
	Iteration 28Q: 3 clusters Score -1.290087e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12901022.000000 Penalty: 3743.874268
	Iteration 29Q: 3 clusters Score -1.290102e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99789 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12901154.000000 Penalty: 3743.874268
	Iteration 30Q: 3 clusters Score -1.290115e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12901208.000000 Penalty: 3743.874268
	Iteration 31Q: 3 clusters Score -1.290121e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100119 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12901248.000000 Penalty: 3743.874268
	Iteration 32Q: 3 clusters Score -1.290125e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100203 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12901266.000000 Penalty: 3743.874268
	Iteration 33Q: 3 clusters Score -1.290127e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12901275.000000 Penalty: 3743.874268
	Iteration 34Q: 3 clusters Score -1.290128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12901310.000000 Penalty: 3743.874268
	Iteration 35Q: 3 clusters Score -1.290131e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100317 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12901333.000000 Penalty: 3743.874268
	Iteration 36Q: 3 clusters Score -1.290133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12901348.000000 Penalty: 3743.874268
	Iteration 37Q: 3 clusters Score -1.290135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100350 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12901353.000000 Penalty: 3743.874268
	Iteration 38Q: 3 clusters Score -1.290135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100356 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12901350.000000 Penalty: 3743.874268
	Iteration 39Q: 3 clusters Score -1.290135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100365 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12901355.000000 Penalty: 3743.874268
	Iteration 40F: 3 clusters Score -1.290136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12901364.000000 Penalty: 3743.874268
	Iteration 41Q: 3 clusters Score -1.290136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12901360.000000 Penalty: 3743.874268
	Iteration 42Q: 3 clusters Score -1.290136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100372 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12901357.000000 Penalty: 3743.874268
	Iteration 43Q: 3 clusters Score -1.290136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12901360.000000 Penalty: 3743.874268
	Iteration 44Q: 3 clusters Score -1.290136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12901352.000000 Penalty: 3743.874268
	Iteration 45Q: 3 clusters Score -1.290135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12901353.000000 Penalty: 3743.874268
	Iteration 46Q: 3 clusters Score -1.290135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12901356.000000 Penalty: 3743.874268
	Iteration 47Q: 3 clusters Score -1.290136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12901362.000000 Penalty: 3743.874268
	Iteration 48Q: 3 clusters Score -1.290136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12901362.000000 Penalty: 3743.874268
	Iteration 49F: 3 clusters Score -1.290136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -30400.335938 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -30400.34 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 137 members 
Entering Unmasked Estep 
Score: -29615.335938 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -29615.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29832.857422 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -29832.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29970.427734 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -29970.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30033.251953 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -30033.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30070.449219 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -30070.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30088.685547 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -30088.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30118.494141 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -30118.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30135.484375 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -30135.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30152.144531 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -30152.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30165.734375 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -30165.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30171.328125 Penalty: 1842.711304
	Iteration 10Q: 3 clusters Score -30171.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30183.400391 Penalty: 1842.711304
	Iteration 11Q: 3 clusters Score -30183.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30183.400391 Penalty: 1842.711304
	Iteration 12F: 3 clusters Score -30183.4 nChanged 0
--- Evaluating fit on full set of 1654790 points ---
Entering Unmasked Estep 
Score: -208810176.000000 Penalty: 48864.214844
25->22 Clusters: Score -208810176.000000, best is -208935728.000000

Main iterations: 0 (time per=infms)
Total iterations: 44897 (time per=210.478659ms)
Iterations metric 2: 1715167952896.000000 (time per=5.509583ns)
Iterations metric 3: 41163692179456.000000 (time per=229.567851ps)

That took 9449.860352 seconds.
